From 8fa951fc93ebe261407d5d9b419a33369fe256e4 Mon Sep 17 00:00:00 2001
From: busya <uglypod@gmail.com>
Date: Fri, 27 Feb 2026 20:48:18 +0300
Subject: [PATCH] dry run migration

---
 .ai/MODULE_MAP.md                             | 1602 ++++
 .ai/PROJECT_MAP.md                            | 4523 +++++++++++
 .ai/shots/critical_module.py                  |   78 +-
 .../routes/__tests__/test_migration_routes.py |  100 +
 backend/src/api/routes/migration.py           |   41 +-
 backend/src/core/migration/__init__.py        |   12 +
 backend/src/core/migration/archive_parser.py  |  139 +
 .../core/migration/dry_run_orchestrator.py    |  235 +
 backend/src/core/migration/risk_assessor.py   |  119 +
 backend/src/core/superset_client.py           |   19 +
 .../core/migration/test_archive_parser.py     |   62 +
 .../migration/test_dry_run_orchestrator.py    |  110 +
 .../fixtures/migration_dry_run_fixture.json   |   58 +
 frontend/src/routes/migration/+page.svelte    |  128 +-
 frontend/src/types/dashboard.ts               |   45 +-
 semantics/semantic_map.json                   | 6921 ++++++++++++-----
 16 files changed, 12141 insertions(+), 2051 deletions(-)
 create mode 100644 .ai/MODULE_MAP.md
 create mode 100644 .ai/PROJECT_MAP.md
 create mode 100644 backend/src/core/migration/__init__.py
 create mode 100644 backend/src/core/migration/archive_parser.py
 create mode 100644 backend/src/core/migration/dry_run_orchestrator.py
 create mode 100644 backend/src/core/migration/risk_assessor.py
 create mode 100644 backend/tests/core/migration/test_archive_parser.py
 create mode 100644 backend/tests/core/migration/test_dry_run_orchestrator.py
 create mode 100644 backend/tests/fixtures/migration_dry_run_fixture.json

diff --git a/.ai/MODULE_MAP.md b/.ai/MODULE_MAP.md
new file mode 100644
index 0000000..af0d4ff
--- /dev/null
+++ b/.ai/MODULE_MAP.md
@@ -0,0 +1,1602 @@
+# Module Map
+
+> High-level module structure for AI Context. Generated automatically.
+
+**Generated:** 2026-02-27T15:09:17.269938
+
+## Summary
+
+- **Total Modules:** 78
+- **Total Entities:** 1927
+
+## Module Hierarchy
+
+### 📁 `backend/`
+
+- 🏗️ **Layers:** Unknown, Utility
+- 📊 **Tiers:** STANDARD: 2, TRIVIAL: 2
+- 📄 **Files:** 2
+- 📦 **Entities:** 4
+
+**Key Entities:**
+
+  - 📦 **backend.delete_running_tasks** (Module)
+    - Script to delete tasks with RUNNING status from the database...
+  - 📦 **test_auth_debug** (Module) `[TRIVIAL]`
+    - Auto-generated module for backend/test_auth_debug.py
+
+  ### 📁 `src/`
+
+  - 🏗️ **Layers:** API, Core, UI (API)
+  - 📊 **Tiers:** CRITICAL: 2, STANDARD: 19, TRIVIAL: 2
+  - 📄 **Files:** 2
+  - 📦 **Entities:** 23
+
+  **Key Entities:**
+
+    - 📦 **AppModule** (Module) `[CRITICAL]`
+      - The main entry point for the FastAPI application. It initial...
+    - 📦 **Dependencies** (Module)
+      - Manages creation and provision of shared application depende...
+
+    ### 📁 `api/`
+
+    - 🏗️ **Layers:** API
+    - 📊 **Tiers:** STANDARD: 7
+    - 📄 **Files:** 1
+    - 📦 **Entities:** 7
+
+    **Key Entities:**
+
+      - 📦 **backend.src.api.auth** (Module)
+        - Authentication API endpoints.
+
+      ### 📁 `routes/`
+
+      - 🏗️ **Layers:** API, UI (API)
+      - 📊 **Tiers:** CRITICAL: 3, STANDARD: 197, TRIVIAL: 6
+      - 📄 **Files:** 17
+      - 📦 **Entities:** 206
+
+      **Key Entities:**
+
+        - ℂ **AssistantAction** (Class) `[TRIVIAL]`
+          - UI action descriptor returned with assistant responses.
+        - ℂ **AssistantMessageRequest** (Class) `[TRIVIAL]`
+          - Input payload for assistant message endpoint.
+        - ℂ **AssistantMessageResponse** (Class)
+          - Output payload contract for assistant interaction endpoints.
+        - ℂ **BranchCheckout** (Class)
+          - Schema for branch checkout requests.
+        - ℂ **BranchCreate** (Class)
+          - Schema for branch creation requests.
+        - ℂ **BranchSchema** (Class)
+          - Schema for representing a Git branch metadata.
+        - ℂ **CommitCreate** (Class)
+          - Schema for staging and committing changes.
+        - ℂ **CommitSchema** (Class)
+          - Schema for representing Git commit details.
+        - ℂ **ConfirmationRecord** (Class)
+          - In-memory confirmation token model for risky operation dispa...
+        - ℂ **ConflictResolution** (Class)
+          - Schema for resolving merge conflicts.
+
+      **Dependencies:**
+
+        - 🔗 DEPENDS_ON -> ConfigManager
+        - 🔗 DEPENDS_ON -> ConfigModels
+        - 🔗 DEPENDS_ON -> backend.src.core.database
+        - 🔗 DEPENDS_ON -> backend.src.core.superset_client
+        - 🔗 DEPENDS_ON -> backend.src.core.task_manager
+
+        ### 📁 `__tests__/`
+
+        - 🏗️ **Layers:** API, Domain (Tests), UI (API Tests)
+        - 📊 **Tiers:** STANDARD: 51, TRIVIAL: 104
+        - 📄 **Files:** 8
+        - 📦 **Entities:** 155
+
+        **Key Entities:**
+
+          - ℂ **_FakeConfigManager** (Class) `[TRIVIAL]`
+            - Provide deterministic environment aliases required by intent...
+          - ℂ **_FakeConfigManager** (Class) `[TRIVIAL]`
+            - Environment config fixture with dev/prod aliases for parser ...
+          - ℂ **_FakeDb** (Class) `[TRIVIAL]`
+            - In-memory session substitute for assistant route persistence...
+          - ℂ **_FakeDb** (Class) `[TRIVIAL]`
+            - In-memory fake database implementing subset of Session inter...
+          - ℂ **_FakeQuery** (Class) `[TRIVIAL]`
+            - Minimal chainable query object for fake DB interactions.
+          - ℂ **_FakeQuery** (Class) `[TRIVIAL]`
+            - Minimal chainable query object for fake SQLAlchemy-like DB b...
+          - ℂ **_FakeTask** (Class) `[TRIVIAL]`
+            - Lightweight task model used for assistant authz tests.
+          - ℂ **_FakeTask** (Class) `[TRIVIAL]`
+            - Lightweight task stub used by assistant API tests.
+          - ℂ **_FakeTaskManager** (Class) `[TRIVIAL]`
+            - Minimal task manager for deterministic operation creation an...
+          - ℂ **_FakeTaskManager** (Class) `[TRIVIAL]`
+            - Minimal async-compatible TaskManager fixture for determinist...
+
+        **Dependencies:**
+
+          - 🔗 DEPENDS_ON -> backend.src.api.routes.assistant
+
+    ### 📁 `core/`
+
+    - 🏗️ **Layers:** Core
+    - 📊 **Tiers:** CRITICAL: 2, STANDARD: 125, TRIVIAL: 8
+    - 📄 **Files:** 10
+    - 📦 **Entities:** 135
+
+    **Key Entities:**
+
+      - ℂ **AuthSessionLocal** (Class) `[TRIVIAL]`
+        - A session factory for the authentication database.
+      - ℂ **BeliefFormatter** (Class)
+        - Custom logging formatter that adds belief state prefixes to ...
+      - ℂ **ConfigManager** (Class)
+        - A class to handle application configuration persistence and ...
+      - ℂ **IdMappingService** (Class) `[CRITICAL]`
+        - Service handling the cataloging and retrieval of remote Supe...
+      - ℂ **LogEntry** (Class)
+        - A Pydantic model representing a single, structured log entry...
+      - ℂ **MigrationEngine** (Class)
+        - Engine for transforming Superset export ZIPs.
+      - ℂ **PluginBase** (Class)
+        - Defines the abstract base class that all plugins must implem...
+      - ℂ **PluginConfig** (Class)
+        - A Pydantic model used to represent the validated configurati...
+      - ℂ **PluginLoader** (Class)
+        - Scans a specified directory for Python modules, dynamically ...
+      - ℂ **SchedulerService** (Class)
+        - Provides a service to manage scheduled backup tasks.
+
+    **Dependencies:**
+
+      - 🔗 DEPENDS_ON -> AppConfigRecord
+      - 🔗 DEPENDS_ON -> ConfigModels
+      - 🔗 DEPENDS_ON -> PyYAML
+      - 🔗 DEPENDS_ON -> backend.src.core.auth.config
+      - 🔗 DEPENDS_ON -> backend.src.core.logger
+
+      ### 📁 `auth/`
+
+      - 🏗️ **Layers:** Core
+      - 📊 **Tiers:** STANDARD: 26
+      - 📄 **Files:** 6
+      - 📦 **Entities:** 26
+
+      **Key Entities:**
+
+        - ℂ **AuthConfig** (Class)
+          - Holds authentication-related settings.
+        - ℂ **AuthRepository** (Class)
+          - Encapsulates database operations for authentication.
+        - 📦 **backend.src.core.auth.config** (Module)
+          - Centralized configuration for authentication and authorizati...
+        - 📦 **backend.src.core.auth.jwt** (Module)
+          - JWT token generation and validation logic.
+        - 📦 **backend.src.core.auth.logger** (Module)
+          - Audit logging for security-related events.
+        - 📦 **backend.src.core.auth.oauth** (Module)
+          - ADFS OIDC configuration and client using Authlib.
+        - 📦 **backend.src.core.auth.repository** (Module)
+          - Data access layer for authentication-related entities.
+        - 📦 **backend.src.core.auth.security** (Module)
+          - Utility for password hashing and verification using Passlib.
+
+      **Dependencies:**
+
+        - 🔗 DEPENDS_ON -> authlib
+        - 🔗 DEPENDS_ON -> jose
+        - 🔗 DEPENDS_ON -> passlib
+        - 🔗 DEPENDS_ON -> pydantic
+        - 🔗 DEPENDS_ON -> sqlalchemy
+
+        ### 📁 `__tests__/`
+
+        - 🏗️ **Layers:** Domain
+        - 📊 **Tiers:** STANDARD: 1, TRIVIAL: 14
+        - 📄 **Files:** 1
+        - 📦 **Entities:** 15
+
+        **Key Entities:**
+
+          - 📦 **test_auth** (Module)
+            - Unit tests for authentication module
+
+        ### 📁 `__tests__/`
+
+        - 🏗️ **Layers:** Infra
+        - 📊 **Tiers:** STANDARD: 11, TRIVIAL: 1
+        - 📄 **Files:** 1
+        - 📦 **Entities:** 12
+
+        **Key Entities:**
+
+          - 📦 **test_logger** (Module)
+            - Unit tests for logger module
+
+      ### 📁 `task_manager/`
+
+      - 🏗️ **Layers:** Core
+      - 📊 **Tiers:** CRITICAL: 10, STANDARD: 63, TRIVIAL: 5
+      - 📄 **Files:** 7
+      - 📦 **Entities:** 78
+
+      **Key Entities:**
+
+        - ℂ **LogEntry** (Class) `[CRITICAL]`
+          - A Pydantic model representing a single, structured log entry...
+        - ℂ **LogFilter** (Class)
+          - Filter parameters for querying task logs.
+        - ℂ **LogStats** (Class)
+          - Statistics about log entries for a task.
+        - ℂ **Task** (Class)
+          - A Pydantic model representing a single execution instance of...
+        - ℂ **TaskCleanupService** (Class)
+          - Provides methods to clean up old task records and their asso...
+        - ℂ **TaskContext** (Class) `[CRITICAL]`
+          - A container passed to plugin.execute() providing the logger ...
+        - ℂ **TaskLog** (Class)
+          - A Pydantic model representing a persisted log entry from the...
+        - ℂ **TaskLogPersistenceService** (Class) `[CRITICAL]`
+          - Provides methods to save and query task logs from the task_l...
+        - ℂ **TaskLogger** (Class) `[CRITICAL]`
+          - A wrapper around TaskManager._add_log that carries task_id a...
+        - ℂ **TaskManager** (Class) `[CRITICAL]`
+          - Manages the lifecycle of tasks, including their creation, ex...
+
+      **Dependencies:**
+
+        - 🔗 DEPENDS_ON -> TaskLogRecord
+        - 🔗 DEPENDS_ON -> TaskLogger, USED_BY -> plugins
+        - 🔗 DEPENDS_ON -> TaskManager, CALLS -> TaskManager._add_log
+
+      ### 📁 `utils/`
+
+      - 🏗️ **Layers:** Core, Domain, Infra
+      - 📊 **Tiers:** STANDARD: 48, TRIVIAL: 1
+      - 📄 **Files:** 4
+      - 📦 **Entities:** 49
+
+      **Key Entities:**
+
+        - ℂ **APIClient** (Class)
+          - Инкапсулирует HTTP-логику для работы с API, включая сессии, ...
+        - ℂ **AuthenticationError** (Class)
+          - Exception raised when authentication fails.
+        - ℂ **DashboardNotFoundError** (Class)
+          - Exception raised when a dashboard cannot be found.
+        - ℂ **DatasetMapper** (Class)
+          - Класс для меппинга и обновления verbose_map в датасетах Supe...
+        - ℂ **InvalidZipFormatError** (Class)
+          - Exception raised when a file is not a valid ZIP archive.
+        - ℂ **NetworkError** (Class)
+          - Exception raised when a network level error occurs.
+        - ℂ **PermissionDeniedError** (Class)
+          - Exception raised when access is denied.
+        - ℂ **SupersetAPIError** (Class)
+          - Base exception for all Superset API related errors.
+        - 📦 **backend.core.utils.dataset_mapper** (Module)
+          - Этот модуль отвечает за обновление метаданных (verbose_map) ...
+        - 📦 **backend.core.utils.fileio** (Module)
+          - Предоставляет набор утилит для управления файловыми операция...
+
+      **Dependencies:**
+
+        - 🔗 DEPENDS_ON -> backend.core.superset_client
+        - 🔗 DEPENDS_ON -> backend.src.core.logger
+        - 🔗 DEPENDS_ON -> pandas
+        - 🔗 DEPENDS_ON -> psycopg2
+        - 🔗 DEPENDS_ON -> pyyaml
+
+    ### 📁 `models/`
+
+    - 🏗️ **Layers:** Domain, Model
+    - 📊 **Tiers:** CRITICAL: 9, STANDARD: 22, TRIVIAL: 22
+    - 📄 **Files:** 11
+    - 📦 **Entities:** 53
+
+    **Key Entities:**
+
+      - ℂ **ADGroupMapping** (Class)
+        - Maps an Active Directory group to a local System Role.
+      - ℂ **AppConfigRecord** (Class)
+        - Stores the single source of truth for application configurat...
+      - ℂ **AssistantAuditRecord** (Class)
+        - Store audit decisions and outcomes produced by assistant com...
+      - ℂ **AssistantConfirmationRecord** (Class)
+        - Persist risky operation confirmation tokens with lifecycle s...
+      - ℂ **AssistantMessageRecord** (Class)
+        - Persist chat history entries for assistant conversations.
+      - ℂ **ConnectionConfig** (Class) `[TRIVIAL]`
+        - Stores credentials for external databases used for column ma...
+      - ℂ **DashboardMetadata** (Class) `[TRIVIAL]`
+        - Represents a dashboard available for migration.
+      - ℂ **DashboardSelection** (Class) `[TRIVIAL]`
+        - Represents the user's selection of dashboards to migrate.
+      - ℂ **DatabaseMapping** (Class)
+        - Represents a mapping between source and target databases.
+      - ℂ **DeploymentEnvironment** (Class) `[TRIVIAL]`
+        - Target Superset environments for dashboard deployment.
+
+    **Dependencies:**
+
+      - 🔗 DEPENDS_ON -> Role
+      - 🔗 DEPENDS_ON -> TaskRecord
+      - 🔗 DEPENDS_ON -> backend.src.core.task_manager.models
+      - 🔗 DEPENDS_ON -> backend.src.models.mapping
+      - 🔗 DEPENDS_ON -> sqlalchemy
+
+      ### 📁 `__tests__/`
+
+      - 🏗️ **Layers:** Domain
+      - 📊 **Tiers:** STANDARD: 2, TRIVIAL: 27
+      - 📄 **Files:** 2
+      - 📦 **Entities:** 29
+
+      **Key Entities:**
+
+        - 📦 **test_models** (Module) `[TRIVIAL]`
+          - Unit tests for data models
+        - 📦 **test_report_models** (Module)
+          - Unit tests for report Pydantic models and their validators
+
+    ### 📁 `plugins/`
+
+    - 🏗️ **Layers:** App, Plugin, Plugins
+    - 📊 **Tiers:** STANDARD: 63
+    - 📄 **Files:** 6
+    - 📦 **Entities:** 63
+
+    **Key Entities:**
+
+      - ℂ **BackupPlugin** (Class)
+        - Implementation of the backup plugin logic.
+      - ℂ **DebugPlugin** (Class)
+        - Plugin for system diagnostics and debugging.
+      - ℂ **GitPlugin** (Class)
+        - Реализация плагина Git Integration для управления версиями д...
+      - ℂ **MapperPlugin** (Class)
+        - Plugin for mapping dataset columns verbose names.
+      - ℂ **MigrationPlugin** (Class)
+        - Implementation of the migration plugin logic.
+      - ℂ **SearchPlugin** (Class)
+        - Plugin for searching text patterns in Superset datasets.
+      - 📦 **BackupPlugin** (Module)
+        - A plugin that provides functionality to back up Superset das...
+      - 📦 **DebugPluginModule** (Module)
+        - Implements a plugin for system diagnostics and debugging Sup...
+      - 📦 **MapperPluginModule** (Module)
+        - Implements a plugin for mapping dataset columns using extern...
+      - 📦 **MigrationPlugin** (Module)
+        - A plugin that provides functionality to migrate Superset das...
+
+    **Dependencies:**
+
+      - 🔗 DEPENDS_ON -> superset_tool.client
+      - 🔗 DEPENDS_ON -> superset_tool.utils
+      - 🔗 IMPLEMENTS -> PluginBase
+
+      ### 📁 `git/`
+
+      - 🏗️ **Layers:** Unknown
+      - 📊 **Tiers:** STANDARD: 2, TRIVIAL: 2
+      - 📄 **Files:** 1
+      - 📦 **Entities:** 4
+
+      **Key Entities:**
+
+        - ℂ **GitLLMExtension** (Class)
+          - Provides LLM capabilities to the Git plugin.
+        - 📦 **llm_extension** (Module) `[TRIVIAL]`
+          - Auto-generated module for backend/src/plugins/git/llm_extens...
+
+      ### 📁 `llm_analysis/`
+
+      - 🏗️ **Layers:** Unknown
+      - 📊 **Tiers:** STANDARD: 21, TRIVIAL: 24
+      - 📄 **Files:** 4
+      - 📦 **Entities:** 45
+
+      **Key Entities:**
+
+        - ℂ **DashboardValidationPlugin** (Class)
+          - Plugin for automated dashboard health analysis using LLMs.
+        - ℂ **DetectedIssue** (Class)
+          - Model for a single issue detected during validation.
+        - ℂ **DocumentationPlugin** (Class)
+          - Plugin for automated dataset documentation using LLMs.
+        - ℂ **LLMClient** (Class)
+          - Wrapper for LLM provider APIs.
+        - ℂ **LLMProviderConfig** (Class)
+          - Configuration for an LLM provider.
+        - ℂ **LLMProviderType** (Class)
+          - Enum for supported LLM providers.
+        - ℂ **ScreenshotService** (Class)
+          - Handles capturing screenshots of Superset dashboards.
+        - ℂ **ValidationResult** (Class)
+          - Model for dashboard validation result.
+        - ℂ **ValidationStatus** (Class)
+          - Enum for dashboard validation status.
+        - 📦 **plugin** (Module) `[TRIVIAL]`
+          - Auto-generated module for backend/src/plugins/llm_analysis/p...
+
+      **Dependencies:**
+
+        - 🔗 IMPLEMENTS -> backend.src.core.plugin_base.PluginBase
+
+      ### 📁 `storage/`
+
+      - 🏗️ **Layers:** App
+      - 📊 **Tiers:** STANDARD: 18
+      - 📄 **Files:** 1
+      - 📦 **Entities:** 18
+
+      **Key Entities:**
+
+        - ℂ **StoragePlugin** (Class)
+          - Implementation of the storage management plugin.
+        - 📦 **StoragePlugin** (Module)
+          - Provides core filesystem operations for managing backups and...
+
+      **Dependencies:**
+
+        - 🔗 DEPENDS_ON -> backend.src.models.storage
+        - 🔗 IMPLEMENTS -> PluginBase
+
+    ### 📁 `schemas/`
+
+    - 🏗️ **Layers:** API
+    - 📊 **Tiers:** STANDARD: 10, TRIVIAL: 3
+    - 📄 **Files:** 1
+    - 📦 **Entities:** 13
+
+    **Key Entities:**
+
+      - ℂ **ADGroupMappingCreate** (Class)
+        - Schema for creating an AD Group mapping.
+      - ℂ **ADGroupMappingSchema** (Class)
+        - Represents an AD Group to Role mapping in API responses.
+      - ℂ **PermissionSchema** (Class) `[TRIVIAL]`
+        - Represents a permission in API responses.
+      - ℂ **RoleCreate** (Class)
+        - Schema for creating a new role.
+      - ℂ **RoleSchema** (Class)
+        - Represents a role in API responses.
+      - ℂ **RoleUpdate** (Class)
+        - Schema for updating an existing role.
+      - ℂ **Token** (Class) `[TRIVIAL]`
+        - Represents a JWT access token response.
+      - ℂ **TokenData** (Class) `[TRIVIAL]`
+        - Represents the data encoded in a JWT token.
+      - ℂ **User** (Class)
+        - Schema for user data in API responses.
+      - ℂ **UserBase** (Class)
+        - Base schema for user data.
+
+    **Dependencies:**
+
+      - 🔗 DEPENDS_ON -> pydantic
+
+    ### 📁 `scripts/`
+
+    - 🏗️ **Layers:** Scripts, Unknown
+    - 📊 **Tiers:** STANDARD: 26, TRIVIAL: 2
+    - 📄 **Files:** 6
+    - 📦 **Entities:** 28
+
+    **Key Entities:**
+
+      - 📦 **backend.src.scripts.create_admin** (Module)
+        - CLI tool for creating the initial admin user.
+      - 📦 **backend.src.scripts.init_auth_db** (Module)
+        - Initializes the auth database and creates the necessary tabl...
+      - 📦 **backend.src.scripts.migrate_sqlite_to_postgres** (Module)
+        - Migrates legacy config and task history from SQLite/file sto...
+      - 📦 **backend.src.scripts.seed_permissions** (Module)
+        - Populates the auth database with initial system permissions.
+      - 📦 **backend.src.scripts.seed_superset_load_test** (Module)
+        - Creates randomized load-test data in Superset by cloning cha...
+      - 📦 **test_dataset_dashboard_relations** (Module) `[TRIVIAL]`
+        - Auto-generated module for backend/src/scripts/test_dataset_d...
+
+    ### 📁 `services/`
+
+    - 🏗️ **Layers:** Core, Domain, Service
+    - 📊 **Tiers:** CRITICAL: 1, STANDARD: 58, TRIVIAL: 5
+    - 📄 **Files:** 7
+    - 📦 **Entities:** 64
+
+    **Key Entities:**
+
+      - ℂ **AuthService** (Class)
+        - Provides high-level authentication services.
+      - ℂ **EncryptionManager** (Class) `[CRITICAL]`
+        - Handles encryption and decryption of sensitive data like API...
+      - ℂ **GitService** (Class)
+        - Wrapper for GitPython operations with semantic logging and e...
+      - ℂ **LLMProviderService** (Class)
+        - Service to manage LLM provider lifecycle.
+      - ℂ **MappingService** (Class)
+        - Service for handling database mapping logic.
+      - ℂ **ResourceService** (Class)
+        - Provides centralized access to resource data with enhanced m...
+      - 📦 **backend.src.services** (Module)
+        - Package initialization for services module
+      - 📦 **backend.src.services.auth_service** (Module)
+        - Orchestrates authentication business logic.
+      - 📦 **backend.src.services.git_service** (Module)
+        - Core Git logic using GitPython to manage dashboard repositor...
+      - 📦 **backend.src.services.llm_prompt_templates** (Module)
+        - Provide default LLM prompt templates and normalization helpe...
+
+    **Dependencies:**
+
+      - 🔗 DEPENDS_ON -> backend.src.core.config_manager
+      - 🔗 DEPENDS_ON -> backend.src.core.database
+      - 🔗 DEPENDS_ON -> backend.src.core.superset_client
+      - 🔗 DEPENDS_ON -> backend.src.core.task_manager
+      - 🔗 DEPENDS_ON -> backend.src.core.utils.matching
+
+      ### 📁 `__tests__/`
+
+      - 🏗️ **Layers:** Domain, Domain Tests, Service
+      - 📊 **Tiers:** STANDARD: 24, TRIVIAL: 7
+      - 📄 **Files:** 3
+      - 📦 **Entities:** 31
+
+      **Key Entities:**
+
+        - ℂ **TestEncryptionManager** (Class)
+          - Validate EncryptionManager encrypt/decrypt roundtrip, unique...
+        - 📦 **backend.src.services.__tests__.test_llm_prompt_templates** (Module)
+          - Validate normalization and rendering behavior for configurab...
+        - 📦 **backend.src.services.__tests__.test_resource_service** (Module)
+          - Unit tests for ResourceService
+        - 📦 **test_encryption_manager** (Module)
+          - Unit tests for EncryptionManager encrypt/decrypt functionali...
+
+      **Dependencies:**
+
+        - 🔗 DEPENDS_ON -> backend.src.services.llm_prompt_templates
+
+      ### 📁 `reports/`
+
+      - 🏗️ **Layers:** Domain
+      - 📊 **Tiers:** CRITICAL: 5, STANDARD: 15
+      - 📄 **Files:** 3
+      - 📦 **Entities:** 20
+
+      **Key Entities:**
+
+        - ℂ **ReportsService** (Class) `[CRITICAL]`
+          - Service layer for list/detail report retrieval and normaliza...
+        - 📦 **backend.src.services.reports.normalizer** (Module) `[CRITICAL]`
+          - Convert task manager task objects into canonical unified Tas...
+        - 📦 **backend.src.services.reports.report_service** (Module) `[CRITICAL]`
+          - Aggregate, normalize, filter, and paginate task reports for ...
+        - 📦 **backend.src.services.reports.type_profiles** (Module) `[CRITICAL]`
+          - Deterministic mapping of plugin/task identifiers to canonica...
+
+      **Dependencies:**
+
+        - 🔗 DEPENDS_ON -> backend.src.core.task_manager.manager.TaskManager
+        - 🔗 DEPENDS_ON -> backend.src.core.task_manager.models.Task
+        - 🔗 DEPENDS_ON -> backend.src.models.report
+        - 🔗 DEPENDS_ON -> backend.src.models.report.TaskType
+        - 🔗 DEPENDS_ON -> backend.src.services.reports.normalizer
+
+        ### 📁 `__tests__/`
+
+        - 🏗️ **Layers:** Domain, Domain (Tests)
+        - 📊 **Tiers:** STANDARD: 2, TRIVIAL: 19
+        - 📄 **Files:** 2
+        - 📦 **Entities:** 21
+
+        **Key Entities:**
+
+          - 📦 **backend.tests.test_report_normalizer** (Module)
+            - Validate unknown task type fallback and partial payload norm...
+          - 📦 **test_report_service** (Module)
+            - Unit tests for ReportsService list/detail operations
+
+  ### 📁 `tests/`
+
+  - 🏗️ **Layers:** Core, Domain (Tests), Test, Unknown
+  - 📊 **Tiers:** CRITICAL: 6, STANDARD: 79, TRIVIAL: 85
+  - 📄 **Files:** 10
+  - 📦 **Entities:** 170
+
+  **Key Entities:**
+
+    - ℂ **TestLogPersistence** (Class) `[CRITICAL]`
+      - Test suite for TaskLogPersistenceService.
+    - ℂ **TestTaskContext** (Class)
+      - Test suite for TaskContext.
+    - ℂ **TestTaskLogger** (Class)
+      - Test suite for TaskLogger.
+    - ℂ **TestTaskPersistenceHelpers** (Class) `[CRITICAL]`
+      - Test suite for TaskPersistenceService static helper methods.
+    - ℂ **TestTaskPersistenceService** (Class) `[CRITICAL]`
+      - Test suite for TaskPersistenceService CRUD operations.
+    - 📦 **backend.tests.test_dashboards_api** (Module)
+      - Comprehensive contract-driven tests for Dashboard Hub API
+    - 📦 **test_auth** (Module) `[TRIVIAL]`
+      - Auto-generated module for backend/tests/test_auth.py
+    - 📦 **test_log_persistence** (Module) `[CRITICAL]`
+      - Unit tests for TaskLogPersistenceService.
+    - 📦 **test_resource_hubs** (Module) `[TRIVIAL]`
+      - Auto-generated module for backend/tests/test_resource_hubs.p...
+    - 📦 **test_smoke_plugins** (Module) `[TRIVIAL]`
+      - Auto-generated module for backend/tests/test_smoke_plugins.p...
+
+    ### 📁 `core/`
+
+    - 🏗️ **Layers:** Domain, Unknown
+    - 📊 **Tiers:** STANDARD: 2, TRIVIAL: 31
+    - 📄 **Files:** 3
+    - 📦 **Entities:** 33
+
+    **Key Entities:**
+
+      - 📦 **backend.tests.core.test_mapping_service** (Module)
+        - Unit tests for the IdMappingService matching UUIDs to intege...
+      - 📦 **backend.tests.core.test_migration_engine** (Module)
+        - Unit tests for MigrationEngine's cross-filter patching algor...
+      - 📦 **test_defensive_guards** (Module) `[TRIVIAL]`
+        - Auto-generated module for backend/tests/core/test_defensive_...
+
+    ### 📁 `components/`
+
+    - 🏗️ **Layers:** Component, Feature, UI, UI -->, Unknown
+    - 📊 **Tiers:** CRITICAL: 1, STANDARD: 49, TRIVIAL: 4
+    - 📄 **Files:** 13
+    - 📦 **Entities:** 54
+
+    **Key Entities:**
+
+      - 🧩 **DashboardGrid** (Component)
+        - Displays a grid of dashboards with selection and pagination.
+      - 🧩 **DynamicForm** (Component)
+        - Generates a form dynamically based on a JSON schema.
+      - 🧩 **EnvSelector** (Component)
+        - Provides a UI component for selecting source and target envi...
+      - 🧩 **Footer** (Component) `[TRIVIAL]`
+        - Displays the application footer with copyright information.
+      - 🧩 **MappingTable** (Component)
+        - Displays and allows editing of database mappings.
+      - 🧩 **MissingMappingModal** (Component)
+        - Prompts the user to provide a database mapping when one is m...
+      - 🧩 **Navbar** (Component)
+        - Main navigation bar for the application.
+      - 🧩 **PasswordPrompt** (Component)
+        - A modal component to prompt the user for database passwords ...
+      - 🧩 **TaskHistory** (Component)
+        - Displays a list of recent tasks with their status and allows...
+      - 🧩 **TaskList** (Component)
+        - Displays a list of tasks with their status and execution det...
+
+      ### 📁 `__tests__/`
+
+      - 🏗️ **Layers:** UI (Tests)
+      - 📊 **Tiers:** STANDARD: 1
+      - 📄 **Files:** 1
+      - 📦 **Entities:** 1
+
+      **Key Entities:**
+
+        - 📦 **frontend.src.components.__tests__.task_log_viewer** (Module)
+          - Unit tests for TaskLogViewer component by mounting it and ob...
+
+      ### 📁 `auth/`
+
+      - 🏗️ **Layers:** Component
+      - 📊 **Tiers:** TRIVIAL: 1
+      - 📄 **Files:** 1
+      - 📦 **Entities:** 1
+
+      **Key Entities:**
+
+        - 🧩 **ProtectedRoute** (Component) `[TRIVIAL]`
+          - Wraps content to ensure only authenticated users can access ...
+
+      ### 📁 `git/`
+
+      - 🏗️ **Layers:** Component
+      - 📊 **Tiers:** STANDARD: 26
+      - 📄 **Files:** 6
+      - 📦 **Entities:** 26
+
+      **Key Entities:**
+
+        - 🧩 **BranchSelector** (Component)
+          - UI для выбора и создания веток Git.
+        - 🧩 **CommitHistory** (Component)
+          - Displays the commit history for a specific dashboard.
+        - 🧩 **CommitModal** (Component)
+          - Модальное окно для создания коммита с просмотром изменений (...
+        - 🧩 **ConflictResolver** (Component)
+          - UI for resolving merge conflicts (Keep Mine / Keep Theirs).
+        - 🧩 **DeploymentModal** (Component)
+          - Modal for deploying a dashboard to a target environment.
+        - 🧩 **GitManager** (Component)
+          - Центральный компонент для управления Git-операциями конкретн...
+
+      ### 📁 `llm/`
+
+      - 🏗️ **Layers:** UI, Unknown
+      - 📊 **Tiers:** STANDARD: 2, TRIVIAL: 11
+      - 📄 **Files:** 3
+      - 📦 **Entities:** 13
+
+      **Key Entities:**
+
+        - 🧩 **DocPreview** (Component)
+          - UI component for previewing generated dataset documentation ...
+        - 🧩 **ProviderConfig** (Component)
+          - UI form for managing LLM provider configurations.
+        - 📦 **DocPreview** (Module) `[TRIVIAL]`
+          - Auto-generated module for frontend/src/components/llm/DocPre...
+        - 📦 **ProviderConfig** (Module) `[TRIVIAL]`
+          - Auto-generated module for frontend/src/components/llm/Provid...
+        - 📦 **ValidationReport** (Module) `[TRIVIAL]`
+          - Auto-generated module for frontend/src/components/llm/Valida...
+
+        ### 📁 `__tests__/`
+
+        - 🏗️ **Layers:** UI Tests
+        - 📊 **Tiers:** STANDARD: 2
+        - 📄 **Files:** 1
+        - 📦 **Entities:** 2
+
+        **Key Entities:**
+
+          - 📦 **frontend.src.components.llm.__tests__.provider_config_integration** (Module)
+            - Protect edit-button interaction contract in LLM provider set...
+
+      ### 📁 `storage/`
+
+      - 🏗️ **Layers:** UI
+      - 📊 **Tiers:** STANDARD: 7
+      - 📄 **Files:** 2
+      - 📦 **Entities:** 7
+
+      **Key Entities:**
+
+        - 🧩 **FileList** (Component)
+          - Displays a table of files with metadata and actions.
+        - 🧩 **FileUpload** (Component)
+          - Provides a form for uploading files to a specific category.
+
+      ### 📁 `tasks/`
+
+      - 🏗️ **Layers:** UI, Unknown
+      - 📊 **Tiers:** STANDARD: 4, TRIVIAL: 12
+      - 📄 **Files:** 4
+      - 📦 **Entities:** 16
+
+      **Key Entities:**
+
+        - 🧩 **LogEntryRow** (Component)
+          - Renders a single log entry with stacked layout optimized for...
+        - 🧩 **LogFilterBar** (Component)
+          - Compact filter toolbar for logs — level, source, and text se...
+        - 🧩 **TaskLogPanel** (Component)
+          - Combines log filtering and display into a single cohesive da...
+        - 📦 **LogFilterBar** (Module) `[TRIVIAL]`
+          - Auto-generated module for frontend/src/components/tasks/LogF...
+        - 📦 **TaskLogPanel** (Module) `[TRIVIAL]`
+          - Auto-generated module for frontend/src/components/tasks/Task...
+        - 📦 **TaskResultPanel** (Module) `[TRIVIAL]`
+          - Auto-generated module for frontend/src/components/tasks/Task...
+
+      ### 📁 `tools/`
+
+      - 🏗️ **Layers:** UI, Unknown
+      - 📊 **Tiers:** STANDARD: 14, TRIVIAL: 2
+      - 📄 **Files:** 4
+      - 📦 **Entities:** 16
+
+      **Key Entities:**
+
+        - 🧩 **ConnectionForm** (Component)
+          - UI component for creating a new database connection configur...
+        - 🧩 **ConnectionList** (Component)
+          - UI component for listing and deleting saved database connect...
+        - 🧩 **DebugTool** (Component)
+          - UI component for system diagnostics and debugging API respon...
+        - 🧩 **MapperTool** (Component)
+          - UI component for mapping dataset column verbose names using ...
+        - 📦 **MapperTool** (Module) `[TRIVIAL]`
+          - Auto-generated module for frontend/src/components/tools/Mapp...
+
+    ### 📁 `lib/`
+
+    - 🏗️ **Layers:** Infra, Infra-API, UI, UI-State
+    - 📊 **Tiers:** STANDARD: 23, TRIVIAL: 3
+    - 📄 **Files:** 5
+    - 📦 **Entities:** 26
+
+    **Key Entities:**
+
+      - 🧩 **Counter** (Component) `[TRIVIAL]`
+        - Simple counter demo component
+      - 📦 **Utils** (Module) `[TRIVIAL]`
+        - General utility functions (class merging)
+      - 📦 **api_module** (Module)
+        - Handles all communication with the backend API.
+      - 📦 **stores_module** (Module)
+        - Global state management using Svelte stores.
+      - 📦 **toasts_module** (Module)
+        - Manages toast notifications using a Svelte writable store.
+
+      ### 📁 `api/`
+
+      - 🏗️ **Layers:** Infra, Infra-API
+      - 📊 **Tiers:** CRITICAL: 1, STANDARD: 10
+      - 📄 **Files:** 2
+      - 📦 **Entities:** 11
+
+      **Key Entities:**
+
+        - 📦 **frontend.src.lib.api.assistant** (Module)
+          - API client wrapper for assistant chat, confirmation actions,...
+        - 📦 **frontend.src.lib.api.reports** (Module) `[CRITICAL]`
+          - Wrapper-based reports API client for list/detail retrieval w...
+
+      **Dependencies:**
+
+        - 🔗 DEPENDS_ON -> [DEF:api_module]
+        - 🔗 DEPENDS_ON -> frontend.src.lib.api.api_module
+
+        ### 📁 `__tests__/`
+
+        - 🏗️ **Layers:** Infra (Tests)
+        - 📊 **Tiers:** STANDARD: 4
+        - 📄 **Files:** 1
+        - 📦 **Entities:** 4
+
+        **Key Entities:**
+
+          - ℂ **TestBuildReportQueryString** (Class)
+            - Validate query string construction from filter options.
+          - ℂ **TestGetReportsAsync** (Class)
+            - Validate getReports and getReportDetail with mocked api.fetc...
+          - ℂ **TestNormalizeApiError** (Class)
+            - Validate error normalization for UI-state mapping.
+          - 📦 **frontend.src.lib.api.__tests__.reports_api** (Module)
+            - Unit tests for reports API client functions: query string bu...
+
+      ### 📁 `auth/`
+
+      - 🏗️ **Layers:** Feature
+      - 📊 **Tiers:** STANDARD: 7
+      - 📄 **Files:** 1
+      - 📦 **Entities:** 7
+
+      **Key Entities:**
+
+        - 🗄️ **authStore** (Store)
+          - Manages the global authentication state on the frontend.
+
+        ### 📁 `assistant/`
+
+        - 🏗️ **Layers:** UI, Unknown
+        - 📊 **Tiers:** CRITICAL: 1, STANDARD: 12, TRIVIAL: 5
+        - 📄 **Files:** 1
+        - 📦 **Entities:** 18
+
+        **Key Entities:**
+
+          - 🧩 **AssistantChatPanel** (Component) `[CRITICAL]`
+            - Slide-out assistant chat panel for natural language command ...
+          - 📦 **AssistantChatPanel** (Module) `[TRIVIAL]`
+            - Auto-generated module for frontend/src/lib/components/assist...
+
+          ### 📁 `__tests__/`
+
+          - 🏗️ **Layers:** UI Tests
+          - 📊 **Tiers:** STANDARD: 3
+          - 📄 **Files:** 1
+          - 📦 **Entities:** 3
+
+          **Key Entities:**
+
+            - 📦 **frontend.src.lib.components.assistant.__tests__.assistant_chat_integration** (Module)
+              - Contract-level integration checks for assistant chat panel i...
+
+        ### 📁 `layout/`
+
+        - 🏗️ **Layers:** UI, Unknown
+        - 📊 **Tiers:** CRITICAL: 3, STANDARD: 5, TRIVIAL: 46
+        - 📄 **Files:** 4
+        - 📦 **Entities:** 54
+
+        **Key Entities:**
+
+          - 🧩 **Breadcrumbs** (Component)
+            - Display page hierarchy navigation
+          - 🧩 **Sidebar** (Component) `[CRITICAL]`
+            - Persistent left sidebar with resource categories navigation
+          - 🧩 **TaskDrawer** (Component) `[CRITICAL]`
+            - Global task drawer for monitoring background operations
+          - 🧩 **TopNavbar** (Component) `[CRITICAL]`
+            - Unified top navigation bar with Logo, Search, Activity, and ...
+          - 📦 **Breadcrumbs** (Module) `[TRIVIAL]`
+            - Auto-generated module for frontend/src/lib/components/layout...
+          - 📦 **Sidebar** (Module) `[TRIVIAL]`
+            - Auto-generated module for frontend/src/lib/components/layout...
+          - 📦 **TaskDrawer** (Module) `[TRIVIAL]`
+            - Auto-generated module for frontend/src/lib/components/layout...
+          - 📦 **TopNavbar** (Module) `[TRIVIAL]`
+            - Auto-generated module for frontend/src/lib/components/layout...
+
+          ### 📁 `__tests__/`
+
+          - 🏗️ **Layers:** Unknown
+          - 📊 **Tiers:** TRIVIAL: 3
+          - 📄 **Files:** 1
+          - 📦 **Entities:** 3
+
+          **Key Entities:**
+
+            - 📦 **test_breadcrumbs.svelte** (Module) `[TRIVIAL]`
+              - Auto-generated module for frontend/src/lib/components/layout...
+
+        ### 📁 `reports/`
+
+        - 🏗️ **Layers:** UI, Unknown
+        - 📊 **Tiers:** CRITICAL: 4, STANDARD: 1, TRIVIAL: 10
+        - 📄 **Files:** 4
+        - 📦 **Entities:** 15
+
+        **Key Entities:**
+
+          - 🧩 **ReportCard** (Component) `[CRITICAL]`
+            - Render one report with explicit textual type label and profi...
+          - 🧩 **ReportDetailPanel** (Component) `[CRITICAL]`
+            - Display detailed report context with diagnostics and actiona...
+          - 🧩 **ReportsList** (Component) `[CRITICAL]`
+            - Render unified list of normalized reports with canonical min...
+          - 📦 **ReportCard** (Module) `[TRIVIAL]`
+            - Auto-generated module for frontend/src/lib/components/report...
+          - 📦 **ReportDetailPanel** (Module) `[TRIVIAL]`
+            - Auto-generated module for frontend/src/lib/components/report...
+          - 📦 **ReportsList** (Module) `[TRIVIAL]`
+            - Auto-generated module for frontend/src/lib/components/report...
+          - 📦 **frontend.src.lib.components.reports.reportTypeProfiles** (Module) `[CRITICAL]`
+            - Deterministic mapping from report task_type to visual profil...
+
+        **Dependencies:**
+
+          - 🔗 DEPENDS_ON -> frontend/src/lib/i18n/index.ts
+
+          ### 📁 `__tests__/`
+
+          - 🏗️ **Layers:** UI, UI (Tests)
+          - 📊 **Tiers:** STANDARD: 6, TRIVIAL: 4
+          - 📄 **Files:** 6
+          - 📦 **Entities:** 10
+
+          **Key Entities:**
+
+            - 📦 **frontend.src.lib.components.reports.__tests__.report_card.ux** (Module)
+              - Test UX states and transitions for ReportCard component
+            - 📦 **frontend.src.lib.components.reports.__tests__.report_detail.integration** (Module)
+              - Validate detail-panel behavior for failed reports and recove...
+            - 📦 **frontend.src.lib.components.reports.__tests__.report_detail.ux** (Module)
+              - Test UX states and recovery for ReportDetailPanel component
+            - 📦 **frontend.src.lib.components.reports.__tests__.report_type_profiles** (Module)
+              - Validate report type profile mapping and unknown fallback be...
+            - 📦 **frontend.src.lib.components.reports.__tests__.reports_filter_performance** (Module)
+              - Guard test for report filter responsiveness on moderate in-m...
+            - 📦 **frontend.src.lib.components.reports.__tests__.reports_page.integration** (Module)
+              - Integration-style checks for unified mixed-type reports rend...
+
+            ### 📁 `fixtures/`
+
+            - 🏗️ **Layers:** UI
+            - 📊 **Tiers:** STANDARD: 1
+            - 📄 **Files:** 1
+            - 📦 **Entities:** 1
+
+            **Key Entities:**
+
+              - 📦 **reports.fixtures** (Module)
+                - Shared frontend fixtures for unified reports states.
+
+      ### 📁 `i18n/`
+
+      - 🏗️ **Layers:** Infra
+      - 📊 **Tiers:** STANDARD: 4
+      - 📄 **Files:** 1
+      - 📦 **Entities:** 4
+
+      **Key Entities:**
+
+        - 📦 **i18n** (Module)
+          - Determines the starting locale.
+        - 🗄️ **locale** (Store)
+          - Holds the current active locale string.
+        - 🗄️ **t** (Store)
+          - Derived store providing the translation dictionary.
+
+      **Dependencies:**
+
+        - 🔗 DEPENDS_ON -> locales/en.json
+        - 🔗 DEPENDS_ON -> locales/ru.json
+
+      ### 📁 `stores/`
+
+      - 🏗️ **Layers:** UI, UI-State, Unknown
+      - 📊 **Tiers:** CRITICAL: 1, STANDARD: 8, TRIVIAL: 21
+      - 📄 **Files:** 5
+      - 📦 **Entities:** 30
+
+      **Key Entities:**
+
+        - 📦 **environmentContext** (Module) `[TRIVIAL]`
+          - Auto-generated module for frontend/src/lib/stores/environmen...
+        - 📦 **sidebar** (Module) `[TRIVIAL]`
+          - Auto-generated module for frontend/src/lib/stores/sidebar.js
+        - 📦 **taskDrawer** (Module) `[TRIVIAL]`
+          - Auto-generated module for frontend/src/lib/stores/taskDrawer...
+        - 🗄️ **activity** (Store)
+          - Track active task count for navbar indicator
+        - 🗄️ **assistantChat** (Store)
+          - Control assistant chat panel visibility and active conversat...
+        - 🗄️ **environmentContext** (Store)
+          - Global selected environment context for navigation and safet...
+        - 🗄️ **sidebar** (Store)
+          - Manage sidebar visibility and navigation state
+        - 🗄️ **taskDrawer** (Store) `[CRITICAL]`
+          - Manage Task Drawer visibility and resource-to-task mapping
+
+      **Dependencies:**
+
+        - 🔗 DEPENDS_ON -> WebSocket connection, taskDrawer store
+
+        ### 📁 `__tests__/`
+
+        - 🏗️ **Layers:** Domain (Tests), UI, UI Tests
+        - 📊 **Tiers:** STANDARD: 11
+        - 📄 **Files:** 6
+        - 📦 **Entities:** 11
+
+        **Key Entities:**
+
+          - 📦 **frontend.src.lib.stores.__tests__.assistantChat** (Module)
+            - Validate assistant chat store visibility and conversation bi...
+          - 📦 **frontend.src.lib.stores.__tests__.sidebar** (Module)
+            - Unit tests for sidebar store
+          - 📦 **frontend.src.lib.stores.__tests__.test_activity** (Module)
+            - Unit tests for activity store
+          - 📦 **frontend.src.lib.stores.__tests__.test_sidebar** (Module)
+            - Unit tests for sidebar store
+          - 📦 **frontend.src.lib.stores.__tests__.test_taskDrawer** (Module)
+            - Unit tests for task drawer store
+          - 📦 **setupTests** (Module)
+            - Global test setup with mocks for SvelteKit modules
+
+        **Dependencies:**
+
+          - 🔗 DEPENDS_ON -> assistantChatStore
+          - 🔗 DEPENDS_ON -> frontend.src.lib.stores.taskDrawer
+
+          ### 📁 `mocks/`
+
+          - 🏗️ **Layers:** UI (Tests)
+          - 📊 **Tiers:** STANDARD: 4
+          - 📄 **Files:** 4
+          - 📦 **Entities:** 4
+
+          **Key Entities:**
+
+            - 📦 **mock_env_public** (Module)
+              - Mock for $env/static/public SvelteKit module in vitest
+
+      ### 📁 `ui/`
+
+      - 🏗️ **Layers:** Atom
+      - 📊 **Tiers:** TRIVIAL: 7
+      - 📄 **Files:** 7
+      - 📦 **Entities:** 7
+
+      **Key Entities:**
+
+        - 🧩 **Button** (Component) `[TRIVIAL]`
+          - Define component interface and default values (Svelte 5 Rune...
+        - 🧩 **Card** (Component) `[TRIVIAL]`
+          - Standardized container with padding and elevation.
+        - 🧩 **Input** (Component) `[TRIVIAL]`
+          - Standardized text input component with label and error handl...
+        - 🧩 **LanguageSwitcher** (Component) `[TRIVIAL]`
+          - Dropdown component to switch between supported languages.
+        - 🧩 **PageHeader** (Component) `[TRIVIAL]`
+          - Standardized page header with title and action area.
+        - 🧩 **Select** (Component) `[TRIVIAL]`
+          - Standardized dropdown selection component.
+        - 📦 **ui** (Module) `[TRIVIAL]`
+          - Central export point for standardized UI components.
+
+      ### 📁 `utils/`
+
+      - 🏗️ **Layers:** Infra
+      - 📊 **Tiers:** TRIVIAL: 2
+      - 📄 **Files:** 1
+      - 📦 **Entities:** 2
+
+      **Key Entities:**
+
+        - 📦 **Debounce** (Module) `[TRIVIAL]`
+          - Debounce utility for limiting function execution rate
+
+    ### 📁 `pages/`
+
+    - 🏗️ **Layers:** UI
+    - 📊 **Tiers:** STANDARD: 11
+    - 📄 **Files:** 2
+    - 📦 **Entities:** 11
+
+    **Key Entities:**
+
+      - 🧩 **Dashboard** (Component)
+        - Displays the list of available plugins and allows selecting ...
+      - 🧩 **Settings** (Component)
+        - The main settings page for the application, allowing managem...
+
+    ### 📁 `routes/`
+
+    - 🏗️ **Layers:** Infra, UI
+    - 📊 **Tiers:** CRITICAL: 1, STANDARD: 3, TRIVIAL: 1
+    - 📄 **Files:** 5
+    - 📦 **Entities:** 5
+
+    **Key Entities:**
+
+      - 📦 **RootLayoutConfig** (Module) `[TRIVIAL]`
+        - Root layout configuration (SPA mode)
+      - 📦 **layout** (Module)
+        - Bind global layout shell and conditional login/full-app rend...
+
+        ### 📁 `roles/`
+
+        - 🏗️ **Layers:** Domain
+        - 📊 **Tiers:** STANDARD: 6
+        - 📄 **Files:** 1
+        - 📦 **Entities:** 6
+
+        **Key Entities:**
+
+          - 🧩 **AdminRolesPage** (Component)
+            - UI for managing system roles and their permissions.
+
+        ### 📁 `settings/`
+
+        - 🏗️ **Layers:** Feature
+        - 📊 **Tiers:** STANDARD: 5
+        - 📄 **Files:** 1
+        - 📦 **Entities:** 5
+
+        **Key Entities:**
+
+          - 🧩 **AdminSettingsPage** (Component)
+            - UI for configuring Active Directory Group to local Role mapp...
+
+          ### 📁 `llm/`
+
+          - 🏗️ **Layers:** UI, Unknown
+          - 📊 **Tiers:** STANDARD: 1, TRIVIAL: 5
+          - 📄 **Files:** 1
+          - 📦 **Entities:** 6
+
+          **Key Entities:**
+
+            - 🧩 **LLMSettingsPage** (Component)
+              - Admin settings page for LLM provider configuration.
+            - 📦 **+page** (Module) `[TRIVIAL]`
+              - Auto-generated module for frontend/src/routes/admin/settings...
+
+        ### 📁 `users/`
+
+        - 🏗️ **Layers:** Feature
+        - 📊 **Tiers:** STANDARD: 6
+        - 📄 **Files:** 1
+        - 📦 **Entities:** 6
+
+        **Key Entities:**
+
+          - 🧩 **AdminUsersPage** (Component)
+            - UI for managing system users and their roles.
+
+      ### 📁 `dashboards/`
+
+      - 🏗️ **Layers:** UI, Unknown
+      - 📊 **Tiers:** CRITICAL: 1, TRIVIAL: 35
+      - 📄 **Files:** 1
+      - 📦 **Entities:** 36
+
+      **Key Entities:**
+
+        - 📦 **+page** (Module) `[TRIVIAL]`
+          - Auto-generated module for frontend/src/routes/dashboards/+pa...
+
+        ### 📁 `[id]/`
+
+        - 🏗️ **Layers:** UI, Unknown
+        - 📊 **Tiers:** CRITICAL: 1, TRIVIAL: 17
+        - 📄 **Files:** 1
+        - 📦 **Entities:** 18
+
+        **Key Entities:**
+
+          - 📦 **+page** (Module) `[TRIVIAL]`
+            - Auto-generated module for frontend/src/routes/dashboards/[id...
+
+      ### 📁 `datasets/`
+
+      - 🏗️ **Layers:** UI, Unknown
+      - 📊 **Tiers:** CRITICAL: 1, TRIVIAL: 15
+      - 📄 **Files:** 1
+      - 📦 **Entities:** 16
+
+      **Key Entities:**
+
+        - 📦 **+page** (Module) `[TRIVIAL]`
+          - Auto-generated module for frontend/src/routes/datasets/+page...
+
+        ### 📁 `[id]/`
+
+        - 🏗️ **Layers:** UI, Unknown
+        - 📊 **Tiers:** CRITICAL: 1, TRIVIAL: 6
+        - 📄 **Files:** 1
+        - 📦 **Entities:** 7
+
+        **Key Entities:**
+
+          - 📦 **+page** (Module) `[TRIVIAL]`
+            - Auto-generated module for frontend/src/routes/datasets/[id]/...
+
+      ### 📁 `git/`
+
+      - 🏗️ **Layers:** Page
+      - 📊 **Tiers:** STANDARD: 3
+      - 📄 **Files:** 1
+      - 📦 **Entities:** 3
+
+      **Key Entities:**
+
+        - 🧩 **GitDashboardPage** (Component)
+          - Dashboard management page for Git integration.
+
+      ### 📁 `login/`
+
+      - 🏗️ **Layers:** UI
+      - 📊 **Tiers:** STANDARD: 3
+      - 📄 **Files:** 1
+      - 📦 **Entities:** 3
+
+      **Key Entities:**
+
+        - 🧩 **LoginPage** (Component)
+          - Provides the user interface for local and ADFS authenticatio...
+
+      ### 📁 `migration/`
+
+      - 🏗️ **Layers:** Page
+      - 📊 **Tiers:** STANDARD: 10
+      - 📄 **Files:** 1
+      - 📦 **Entities:** 10
+
+      **Key Entities:**
+
+        - 🧩 **DashboardSelectionSection** (Component)
+        - 🧩 **MigrationDashboard** (Component)
+          - Main dashboard for configuring and starting migrations.
+
+        ### 📁 `mappings/`
+
+        - 🏗️ **Layers:** Page
+        - 📊 **Tiers:** STANDARD: 4
+        - 📄 **Files:** 1
+        - 📦 **Entities:** 4
+
+        **Key Entities:**
+
+          - 🧩 **MappingManagement** (Component)
+            - Page for managing database mappings between environments.
+
+      ### 📁 `reports/`
+
+      - 🏗️ **Layers:** UI, Unknown
+      - 📊 **Tiers:** CRITICAL: 1, TRIVIAL: 7
+      - 📄 **Files:** 1
+      - 📦 **Entities:** 8
+
+      **Key Entities:**
+
+        - 🧩 **UnifiedReportsPage** (Component) `[CRITICAL]`
+          - Unified reports page with filtering and resilient UX states ...
+        - 📦 **+page** (Module) `[TRIVIAL]`
+          - Auto-generated module for frontend/src/routes/reports/+page....
+
+          ### 📁 `[taskId]/`
+
+          - 🏗️ **Layers:** Unknown
+          - 📊 **Tiers:** TRIVIAL: 8
+          - 📄 **Files:** 1
+          - 📦 **Entities:** 8
+
+          **Key Entities:**
+
+            - 📦 **+page** (Module) `[TRIVIAL]`
+              - Auto-generated module for frontend/src/routes/reports/llm/[t...
+
+      ### 📁 `settings/`
+
+      - 🏗️ **Layers:** UI, Unknown
+      - 📊 **Tiers:** CRITICAL: 1, STANDARD: 1, TRIVIAL: 23
+      - 📄 **Files:** 2
+      - 📦 **Entities:** 25
+
+      **Key Entities:**
+
+        - 📦 **+page** (Module) `[TRIVIAL]`
+          - Auto-generated module for frontend/src/routes/settings/+page...
+
+        ### 📁 `connections/`
+
+        - 🏗️ **Layers:** UI
+        - 📊 **Tiers:** STANDARD: 2
+        - 📄 **Files:** 1
+        - 📦 **Entities:** 2
+
+        **Key Entities:**
+
+          - 🧩 **ConnectionsSettingsPage** (Component)
+            - Page for managing database connection configurations.
+
+        ### 📁 `git/`
+
+        - 🏗️ **Layers:** Page
+        - 📊 **Tiers:** STANDARD: 5
+        - 📄 **Files:** 1
+        - 📦 **Entities:** 5
+
+        **Key Entities:**
+
+          - 🧩 **GitSettingsPage** (Component)
+            - Manage Git server configurations for dashboard versioning.
+
+      ### 📁 `storage/`
+
+      - 🏗️ **Layers:** Page
+      - 📊 **Tiers:** TRIVIAL: 1
+      - 📄 **Files:** 1
+      - 📦 **Entities:** 1
+
+        ### 📁 `repos/`
+
+        - 📊 **Tiers:** STANDARD: 3
+        - 📄 **Files:** 1
+        - 📦 **Entities:** 3
+
+        ### 📁 `debug/`
+
+        - 🏗️ **Layers:** UI
+        - 📊 **Tiers:** TRIVIAL: 1
+        - 📄 **Files:** 1
+        - 📦 **Entities:** 1
+
+        **Key Entities:**
+
+          - 🧩 **DebugPage** (Component) `[TRIVIAL]`
+            - Page for system diagnostics and debugging.
+
+        ### 📁 `mapper/`
+
+        - 🏗️ **Layers:** UI
+        - 📊 **Tiers:** TRIVIAL: 1
+        - 📄 **Files:** 1
+        - 📦 **Entities:** 1
+
+        **Key Entities:**
+
+          - 🧩 **MapperPage** (Component) `[TRIVIAL]`
+            - Page for the dataset column mapper tool.
+
+        ### 📁 `storage/`
+
+        - 🏗️ **Layers:** UI
+        - 📊 **Tiers:** STANDARD: 5
+        - 📄 **Files:** 1
+        - 📦 **Entities:** 5
+
+        **Key Entities:**
+
+          - 🧩 **StoragePage** (Component)
+            - Main page for file storage management.
+
+    ### 📁 `services/`
+
+    - 🏗️ **Layers:** Service
+    - 📊 **Tiers:** STANDARD: 33
+    - 📄 **Files:** 6
+    - 📦 **Entities:** 33
+
+    **Key Entities:**
+
+      - 📦 **GitServiceClient** (Module)
+        - API client for Git operations, managing the communication be...
+      - 📦 **adminService** (Module)
+        - Service for Admin-related API calls (User and Role managemen...
+      - 📦 **storageService** (Module)
+        - Frontend API client for file storage management.
+
+    **Dependencies:**
+
+      - 🔗 DEPENDS_ON -> frontend.src.lib.api
+
+    ### 📁 `types/`
+
+    - 🏗️ **Layers:** Domain
+    - 📊 **Tiers:** TRIVIAL: 1
+    - 📄 **Files:** 1
+    - 📦 **Entities:** 1
+
+    **Key Entities:**
+
+      - 📦 **DashboardTypes** (Module) `[TRIVIAL]`
+        - TypeScript interfaces for Dashboard entities
+
+### 📁 `root/`
+
+- 🏗️ **Layers:** DevOps/Tooling, Domain, Unknown
+- 📊 **Tiers:** CRITICAL: 14, STANDARD: 24, TRIVIAL: 12
+- 📄 **Files:** 4
+- 📦 **Entities:** 50
+
+**Key Entities:**
+
+  - ℂ **ComplianceIssue** (Class) `[TRIVIAL]`
+    - Represents a single compliance issue with severity.
+  - ℂ **ReportsService** (Class) `[CRITICAL]`
+    - Service layer for list/detail report retrieval and normaliza...
+  - ℂ **SemanticEntity** (Class) `[CRITICAL]`
+    - Represents a code entity (Module, Function, Component) found...
+  - ℂ **SemanticMapGenerator** (Class) `[CRITICAL]`
+    - Orchestrates the mapping process with tier-based validation.
+  - ℂ **Severity** (Class) `[TRIVIAL]`
+    - Severity levels for compliance issues.
+  - ℂ **Tier** (Class) `[TRIVIAL]`
+    - Enumeration of semantic tiers defining validation strictness...
+  - 📦 **backend.src.services.reports.report_service** (Module) `[CRITICAL]`
+    - Aggregate, normalize, filter, and paginate task reports for ...
+  - 📦 **check_test_data** (Module) `[TRIVIAL]`
+    - Auto-generated module for check_test_data.py
+  - 📦 **generate_semantic_map** (Module)
+    - Scans the codebase to generate a Semantic Map, Module Map, a...
+  - 📦 **test_analyze** (Module) `[TRIVIAL]`
+    - Auto-generated module for test_analyze.py
+
+**Dependencies:**
+
+  - 🔗 DEPENDS_ON -> backend.src.core.task_manager.manager.TaskManager
+  - 🔗 DEPENDS_ON -> backend.src.models.report
+  - 🔗 DEPENDS_ON -> backend.src.services.reports.normalizer
+
+## Cross-Module Dependencies
+
+```mermaid
+graph TD
+    api-->|USES|backend
+    api-->|USES|backend
+    routes-->|DEPENDS_ON|backend
+    routes-->|DEPENDS_ON|backend
+    routes-->|DEPENDS_ON|backend
+    routes-->|DEPENDS_ON|backend
+    routes-->|DEPENDS_ON|backend
+    routes-->|DEPENDS_ON|backend
+    routes-->|DEPENDS_ON|backend
+    routes-->|DEPENDS_ON|backend
+    routes-->|DEPENDS_ON|backend
+    routes-->|DEPENDS_ON|backend
+    routes-->|USES|backend
+    routes-->|USES|backend
+    routes-->|CALLS|backend
+    routes-->|CALLS|backend
+    routes-->|CALLS|backend
+    routes-->|CALLS|backend
+    routes-->|CALLS|backend
+    routes-->|DEPENDS_ON|backend
+    routes-->|DEPENDS_ON|backend
+    routes-->|DEPENDS_ON|backend
+    routes-->|DEPENDS_ON|backend
+    routes-->|CALLS|root
+    routes-->|DEPENDS_ON|backend
+    routes-->|DEPENDS_ON|backend
+    routes-->|DEPENDS_ON|backend
+    routes-->|DEPENDS_ON|backend
+    routes-->|DEPENDS_ON|backend
+    __tests__-->|TESTS|backend
+    __tests__-->|TESTS|backend
+    __tests__-->|TESTS|backend
+    __tests__-->|TESTS|backend
+    __tests__-->|DEPENDS_ON|backend
+    __tests__-->|DEPENDS_ON|backend
+    __tests__-->|VERIFIES|backend
+    core-->|USES|backend
+    core-->|USES|backend
+    core-->|DEPENDS_ON|backend
+    core-->|DEPENDS_ON|backend
+    core-->|DEPENDS_ON|backend
+    core-->|DEPENDS_ON|backend
+    auth-->|USES|backend
+    auth-->|USES|backend
+    auth-->|USES|backend
+    auth-->|USES|backend
+    utils-->|DEPENDS_ON|backend
+    utils-->|DEPENDS_ON|backend
+    utils-->|DEPENDS_ON|backend
+    models-->|INHERITS_FROM|backend
+    models-->|DEPENDS_ON|backend
+    models-->|DEPENDS_ON|backend
+    models-->|USED_BY|backend
+    models-->|INHERITS_FROM|backend
+    __tests__-->|TESTS|backend
+    llm_analysis-->|IMPLEMENTS|backend
+    llm_analysis-->|IMPLEMENTS|backend
+    storage-->|DEPENDS_ON|backend
+    scripts-->|USES|backend
+    scripts-->|USES|backend
+    scripts-->|READS_FROM|backend
+    scripts-->|READS_FROM|backend
+    scripts-->|USES|backend
+    scripts-->|USES|backend
+    scripts-->|CALLS|backend
+    scripts-->|USES|backend
+    scripts-->|USES|backend
+    scripts-->|USES|backend
+    services-->|DEPENDS_ON|backend
+    services-->|DEPENDS_ON|backend
+    services-->|DEPENDS_ON|backend
+    services-->|DEPENDS_ON|backend
+    services-->|DEPENDS_ON|backend
+    services-->|DEPENDS_ON|backend
+    services-->|USES|backend
+    services-->|USES|backend
+    services-->|USES|backend
+    services-->|DEPENDS_ON|backend
+    services-->|DEPENDS_ON|backend
+    __tests__-->|TESTS|backend
+    __tests__-->|DEPENDS_ON|backend
+    __tests__-->|TESTS|backend
+    reports-->|DEPENDS_ON|backend
+    reports-->|DEPENDS_ON|backend
+    reports-->|DEPENDS_ON|backend
+    reports-->|DEPENDS_ON|backend
+    reports-->|DEPENDS_ON|backend
+    reports-->|DEPENDS_ON|backend
+    reports-->|DEPENDS_ON|backend
+    __tests__-->|TESTS|backend
+    __tests__-->|TESTS|backend
+    tests-->|TESTS|backend
+    core-->|VERIFIES|backend
+    core-->|VERIFIES|backend
+    __tests__-->|VERIFIES|components
+    __tests__-->|VERIFIES|lib
+    reports-->|DEPENDS_ON|lib
+    __tests__-->|TESTS|routes
+    __tests__-->|TESTS|routes
+    __tests__-->|TESTS|lib
+    __tests__-->|TESTS|lib
+    __tests__-->|TESTS|lib
+    __tests__-->|TESTS|routes
+    root-->|DEPENDS_ON|backend
+    root-->|DEPENDS_ON|backend
+    root-->|DEPENDS_ON|backend
+```
diff --git a/.ai/PROJECT_MAP.md b/.ai/PROJECT_MAP.md
new file mode 100644
index 0000000..873d655
--- /dev/null
+++ b/.ai/PROJECT_MAP.md
@@ -0,0 +1,4523 @@
+# Project Semantic Map
+
+> Compressed view for AI Context. Generated automatically.
+
+- 📦 **check_test_data** (`Module`) `[TRIVIAL]`
+  - 📝 Auto-generated module for check_test_data.py
+  - 🏗️ Layer: Unknown
+  - ƒ **check_file** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 📦 **backend.src.services.reports.report_service** (`Module`) `[CRITICAL]`
+  - 📝 Aggregate, normalize, filter, and paginate task reports for unified list/detail API use cases.
+  - 🏗️ Layer: Domain
+  - 🔒 Invariant: List responses are deterministic and include applied filter echo metadata.
+  - 🔗 DEPENDS_ON -> `backend.src.core.task_manager.manager.TaskManager`
+  - 🔗 DEPENDS_ON -> `backend.src.models.report`
+  - 🔗 DEPENDS_ON -> `backend.src.services.reports.normalizer`
+  - ℂ **ReportsService** (`Class`) `[CRITICAL]`
+    - 📝 Service layer for list/detail report retrieval and normalization.
+    - 🔒 Invariant: Service methods are read-only over task history source.
+    - ƒ **__init__** (`Function`) `[CRITICAL]`
+      - 📝 Initialize service with TaskManager dependency.
+      - 🔒 Invariant: Constructor performs no task mutations.
+    - ƒ **_load_normalized_reports** (`Function`)
+      - 📝 Build normalized reports from all available tasks.
+      - 🔒 Invariant: Every returned item is a TaskReport.
+    - ƒ **_to_utc_datetime** (`Function`)
+      - 📝 Normalize naive/aware datetime values to UTC-aware datetime for safe comparisons.
+      - 🔒 Invariant: Naive datetimes are interpreted as UTC to preserve deterministic ordering/filtering.
+    - ƒ **_datetime_sort_key** (`Function`)
+      - 📝 Produce stable numeric sort key for report timestamps.
+      - 🔒 Invariant: Mixed naive/aware datetimes never raise TypeError.
+    - ƒ **_matches_query** (`Function`)
+      - 📝 Apply query filtering to a report.
+      - 🔒 Invariant: Filter evaluation is side-effect free.
+    - ƒ **_sort_reports** (`Function`)
+      - 📝 Sort reports deterministically according to query settings.
+      - 🔒 Invariant: Sorting criteria are deterministic for equal input.
+    - ƒ **list_reports** (`Function`)
+      - 📝 Return filtered, sorted, paginated report collection.
+    - ƒ **get_report_detail** (`Function`)
+      - 📝 Return one normalized report with timeline/diagnostics/next actions.
+  - ƒ **print_entity** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 📦 **test_analyze** (`Module`) `[TRIVIAL]`
+  - 📝 Auto-generated module for test_analyze.py
+  - 🏗️ Layer: Unknown
+  - ƒ **print_issues** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 📦 **generate_semantic_map** (`Module`)
+  - 📝 Scans the codebase to generate a Semantic Map, Module Map, and Compliance Report based on the System Standard.
+  - 🏗️ Layer: DevOps/Tooling
+  - 🔒 Invariant: All DEF anchors must have matching closing anchors; TIER determines validation strictness.
+  - ƒ **__init__** (`Function`) `[TRIVIAL]`
+    - 📝 Mock init for self-containment.
+  - ƒ **__enter__** (`Function`) `[TRIVIAL]`
+    - 📝 Mock enter.
+  - ƒ **__exit__** (`Function`) `[TRIVIAL]`
+    - 📝 Mock exit.
+  - ℂ **Tier** (`Class`) `[TRIVIAL]`
+    - 📝 Enumeration of semantic tiers defining validation strictness.
+  - ℂ **Severity** (`Class`) `[TRIVIAL]`
+    - 📝 Severity levels for compliance issues.
+  - ℂ **ComplianceIssue** (`Class`) `[TRIVIAL]`
+    - 📝 Represents a single compliance issue with severity.
+  - ℂ **SemanticEntity** (`Class`) `[CRITICAL]`
+    - 📝 Represents a code entity (Module, Function, Component) found during parsing.
+    - 🔒 Invariant: start_line is always set; end_line is set upon closure; tier defaults to STANDARD.
+    - ƒ **__init__** (`Function`)
+      - 📝 Initializes a new SemanticEntity instance.
+    - ƒ **get_tier** (`Function`)
+      - 📝 Returns the tier of the entity, defaulting to STANDARD.
+    - ƒ **to_dict** (`Function`)
+      - 📝 Serializes the entity to a dictionary for JSON output.
+    - ƒ **validate** (`Function`) `[CRITICAL]`
+      - 📝 Checks for semantic compliance based on TIER requirements.
+    - ƒ **get_score** (`Function`)
+      - 📝 Calculates a compliance score (0.0 to 1.0) based on tier requirements.
+  - ƒ **get_patterns** (`Function`)
+    - 📝 Returns regex patterns for a specific language.
+  - ƒ **extract_svelte_props** (`Function`)
+    - 📝 Extracts props from Svelte component script section.
+  - ƒ **extract_svelte_events** (`Function`)
+    - 📝 Extracts dispatched events from Svelte component.
+  - ƒ **extract_data_flow** (`Function`)
+    - 📝 Extracts store subscriptions and data flow from Svelte component.
+  - ƒ **parse_file** (`Function`) `[CRITICAL]`
+    - 📝 Parses a single file to extract semantic entities with tier awareness and enhanced Svelte analysis.
+    - 🔒 Invariant: Every opened anchor must have a matching closing anchor for valid compliance.
+  - ℂ **SemanticMapGenerator** (`Class`) `[CRITICAL]`
+    - 📝 Orchestrates the mapping process with tier-based validation.
+    - 🔒 Invariant: All entities are validated according to their TIER requirements.
+    - ƒ **__init__** (`Function`)
+      - 📝 Initializes the generator with a root directory.
+    - ƒ **_load_gitignore** (`Function`)
+      - 📝 Loads patterns from .gitignore file.
+    - ƒ **_is_ignored** (`Function`)
+      - 📝 Checks if a path should be ignored based on .gitignore or hardcoded defaults.
+    - ƒ **run** (`Function`) `[CRITICAL]`
+      - 📝 Main execution flow.
+      - 🔗 CALLS -> `_walk_and_parse`
+      - 🔗 CALLS -> `_generate_artifacts`
+    - ƒ **_walk_and_parse** (`Function`) `[CRITICAL]`
+      - 📝 Recursively walks directories and triggers parsing.
+    - ƒ **_process_file_results** (`Function`)
+      - 📝 Validates entities and calculates file scores with tier awareness.
+      - ƒ **validate_recursive** (`Function`)
+        - 📝 Calculate score and determine module's max tier for weighted global score
+    - ƒ **_generate_artifacts** (`Function`) `[CRITICAL]`
+      - 📝 Writes output files with tier-based compliance data.
+    - ƒ **_generate_report** (`Function`) `[CRITICAL]`
+      - 📝 Generates the Markdown compliance report with severity levels.
+    - ƒ **_collect_issues** (`Function`)
+      - 📝 Helper to collect issues for a specific file from the entity tree.
+    - ƒ **_generate_compressed_map** (`Function`) `[CRITICAL]`
+      - 📝 Generates the token-optimized project map with enhanced Svelte details.
+    - ƒ **_write_entity_md** (`Function`) `[CRITICAL]`
+      - 📝 Recursive helper to write entity tree to Markdown with tier badges and enhanced details.
+    - ƒ **_generate_module_map** (`Function`) `[CRITICAL]`
+      - 📝 Generates a module-centric map grouping entities by directory structure.
+      - ƒ **_get_module_path** (`Function`)
+        - 📝 Extracts the module path from a file path.
+      - ƒ **_collect_all_entities** (`Function`)
+        - 📝 Flattens entity tree for easier grouping.
+  - ƒ **to_dict** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 📦 **DashboardTypes** (`Module`) `[TRIVIAL]`
+  - 📝 TypeScript interfaces for Dashboard entities
+  - 🏗️ Layer: Domain
+- 🧩 **Counter** (`Component`) `[TRIVIAL]`
+  - 📝 Simple counter demo component
+  - 🏗️ Layer: UI
+  - ➡️ WRITES_TO `state`
+- 📦 **stores_module** (`Module`)
+  - 📝 Global state management using Svelte stores.
+  - 🏗️ Layer: UI-State
+  - 📦 **plugins** (`Data`)
+    - 📝 Store for the list of available plugins.
+  - 📦 **tasks** (`Data`)
+    - 📝 Store for the list of tasks.
+  - 📦 **selectedPlugin** (`Data`)
+    - 📝 Store for the currently selected plugin.
+  - 📦 **selectedTask** (`Data`)
+    - 📝 Store for the currently selected task.
+  - 📦 **currentPage** (`Data`)
+    - 📝 Store for the current page.
+  - 📦 **taskLogs** (`Data`)
+    - 📝 Store for the logs of the currently selected task.
+  - ƒ **fetchPlugins** (`Function`)
+    - 📝 Fetches plugins from the API and updates the plugins store.
+  - ƒ **fetchTasks** (`Function`)
+    - 📝 Fetches tasks from the API and updates the tasks store.
+- 📦 **toasts_module** (`Module`)
+  - 📝 Manages toast notifications using a Svelte writable store.
+  - 🏗️ Layer: UI-State
+  - 📦 **toasts** (`Data`)
+    - 📝 Writable store containing the list of active toasts.
+  - ƒ **addToast** (`Function`)
+    - 📝 Adds a new toast message.
+  - ƒ **removeToast** (`Function`)
+    - 📝 Removes a toast message by ID.
+- 📦 **api_module** (`Module`)
+  - 📝 Handles all communication with the backend API.
+  - 🏗️ Layer: Infra-API
+  - ƒ **buildApiError** (`Function`)
+    - 📝 Creates a normalized Error object for failed API responses.
+  - ƒ **notifyApiError** (`Function`)
+    - 📝 Shows toast for API errors with explicit handling of critical statuses.
+  - ƒ **getWsUrl** (`Function`)
+    - 📝 Returns the WebSocket URL for a specific task, with fallback logic.
+  - ƒ **getAuthHeaders** (`Function`)
+    - 📝 Returns headers with Authorization if token exists.
+  - ƒ **fetchApi** (`Function`)
+    - 📝 Generic GET request wrapper.
+  - ƒ **fetchApiBlob** (`Function`)
+    - 📝 Generic GET wrapper for binary payloads.
+  - ƒ **postApi** (`Function`)
+    - 📝 Generic POST request wrapper.
+  - ƒ **requestApi** (`Function`)
+    - 📝 Generic request wrapper.
+  - 📦 **api** (`Data`)
+    - 📝 API client object with specific methods.
+- 📦 **Utils** (`Module`) `[TRIVIAL]`
+  - 📝 General utility functions (class merging)
+  - 🏗️ Layer: Infra
+  - ƒ **cn** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 🗄️ **authStore** (`Store`)
+  - 📝 Manages the global authentication state on the frontend.
+  - 🏗️ Layer: Feature
+  - 📦 **AuthState** (`Interface`)
+    - 📝 Defines the structure of the authentication state.
+  - ƒ **createAuthStore** (`Function`)
+    - 📝 Creates and configures the auth store with helper methods.
+    - ƒ **setToken** (`Function`)
+      - 📝 Updates the store with a new JWT token.
+    - ƒ **setUser** (`Function`)
+      - 📝 Sets the current user profile data.
+    - ƒ **logout** (`Function`)
+      - 📝 Clears authentication state and storage.
+    - ƒ **setLoading** (`Function`)
+      - 📝 Updates the loading state.
+- 📦 **Debounce** (`Module`) `[TRIVIAL]`
+  - 📝 Debounce utility for limiting function execution rate
+  - 🏗️ Layer: Infra
+  - ƒ **debounce** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 🗄️ **assistantChat** (`Store`)
+  - 📝 Control assistant chat panel visibility and active conversation binding.
+  - 🏗️ Layer: UI
+  - 🔒 Invariant: conversationId persists while panel toggles unless explicitly reset.
+  - ƒ **toggleAssistantChat** (`Function`)
+    - 📝 Toggle assistant panel visibility.
+  - ƒ **openAssistantChat** (`Function`)
+    - 📝 Open assistant panel.
+  - ƒ **closeAssistantChat** (`Function`)
+    - 📝 Close assistant panel.
+  - ƒ **setAssistantConversationId** (`Function`)
+    - 📝 Bind current conversation id in UI state.
+- 🗄️ **taskDrawer** (`Store`) `[CRITICAL]`
+  - 📝 Manage Task Drawer visibility and resource-to-task mapping
+  - 🏗️ Layer: UI
+  - 🔒 Invariant: resourceTaskMap always reflects current task associations
+- 📦 **taskDrawer** (`Module`) `[TRIVIAL]`
+  - 📝 Auto-generated module for frontend/src/lib/stores/taskDrawer.js
+  - 🏗️ Layer: Unknown
+  - ƒ **openDrawerForTask** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **openDrawer** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **closeDrawer** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **updateResourceTask** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **getTaskForResource** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 🗄️ **sidebar** (`Store`)
+  - 📝 Manage sidebar visibility and navigation state
+  - 🏗️ Layer: UI
+  - 🔒 Invariant: isExpanded state is always synced with localStorage
+- 📦 **sidebar** (`Module`) `[TRIVIAL]`
+  - 📝 Auto-generated module for frontend/src/lib/stores/sidebar.js
+  - 🏗️ Layer: Unknown
+  - ƒ **toggleSidebar** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **setActiveItem** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **setMobileOpen** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **closeMobile** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **toggleMobileSidebar** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 🗄️ **environmentContext** (`Store`)
+  - 📝 Global selected environment context for navigation and safety cues.
+  - 🏗️ Layer: UI-State
+- 📦 **environmentContext** (`Module`) `[TRIVIAL]`
+  - 📝 Auto-generated module for frontend/src/lib/stores/environmentContext.js
+  - 🏗️ Layer: Unknown
+  - ƒ **getStoredSelectedEnvId** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **persistSelectedEnvId** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **hasAuthToken** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **resolveSelectedEnvId** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **applySelectedEnvId** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **refreshEnvironmentContext** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **initializeEnvironmentContext** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **setSelectedEnvironment** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 🗄️ **activity** (`Store`)
+  - 📝 Track active task count for navbar indicator
+  - 🏗️ Layer: UI
+  - 🔗 DEPENDS_ON -> `WebSocket connection, taskDrawer store`
+- 📦 **frontend.src.lib.stores.__tests__.test_sidebar** (`Module`)
+  - 📝 Unit tests for sidebar store
+  - 🏗️ Layer: UI
+- 📦 **frontend.src.lib.stores.__tests__.sidebar** (`Module`)
+  - 📝 Unit tests for sidebar store
+  - 🏗️ Layer: Domain (Tests)
+  - 🔒 Invariant: Sidebar store transitions must be deterministic across desktop/mobile toggles.
+  - ƒ **test_sidebar_initial_state** (`Function`)
+    - 📝 Verify initial sidebar store values when no persisted state is available.
+  - ƒ **test_toggleSidebar** (`Function`)
+    - 📝 Verify desktop sidebar expansion toggles deterministically.
+  - ƒ **test_setActiveItem** (`Function`)
+  - ƒ **test_mobile_functions** (`Function`)
+- 📦 **frontend.src.lib.stores.__tests__.test_activity** (`Module`)
+  - 📝 Unit tests for activity store
+  - 🏗️ Layer: UI
+  - 🔗 DEPENDS_ON -> `frontend.src.lib.stores.taskDrawer`
+- 📦 **setupTests** (`Module`)
+  - 📝 Global test setup with mocks for SvelteKit modules
+  - 🏗️ Layer: UI
+- 📦 **frontend.src.lib.stores.__tests__.test_taskDrawer** (`Module`)
+  - 📝 Unit tests for task drawer store
+  - 🏗️ Layer: UI
+  - 🔒 Invariant: Store state transitions remain deterministic for open/close and task-status mapping.
+- 📦 **frontend.src.lib.stores.__tests__.assistantChat** (`Module`)
+  - 📝 Validate assistant chat store visibility and conversation binding transitions.
+  - 🏗️ Layer: UI Tests
+  - 🔒 Invariant: Each test starts from default closed state.
+  - 🔗 DEPENDS_ON -> `assistantChatStore`
+  - ƒ **assistantChatStore_tests** (`Function`)
+    - 📝 Group store unit scenarios for assistant panel behavior.
+- 📦 **navigation** (`Mock`)
+  - 📝 Mock for $app/navigation in tests
+- 📦 **stores** (`Mock`)
+  - 📝 Mock for $app/stores in tests
+- 📦 **environment** (`Mock`)
+  - 📝 Mock for $app/environment in tests
+- 📦 **mock_env_public** (`Module`)
+  - 📝 Mock for $env/static/public SvelteKit module in vitest
+  - 🏗️ Layer: UI (Tests)
+- 📦 **frontend.src.lib.api.reports** (`Module`) `[CRITICAL]`
+  - 📝 Wrapper-based reports API client for list/detail retrieval without direct native fetch usage.
+  - 🏗️ Layer: Infra
+  - 🔒 Invariant: Uses existing api wrapper methods and returns structured errors for UI-state mapping.
+  - 🔗 DEPENDS_ON -> `[DEF:api_module]`
+  - ƒ **buildReportQueryString** (`Function`)
+    - 📝 Build query string for reports list endpoint from filter options.
+  - ƒ **normalizeApiError** (`Function`)
+    - 📝 Convert unknown API exceptions into deterministic UI-consumable error objects.
+  - ƒ **getReports** (`Function`)
+    - 📝 Fetch unified report list using existing request wrapper.
+  - ƒ **getReportDetail** (`Function`)
+    - 📝 Fetch one report detail by report_id.
+- 📦 **frontend.src.lib.api.assistant** (`Module`)
+  - 📝 API client wrapper for assistant chat, confirmation actions, and history retrieval.
+  - 🏗️ Layer: Infra-API
+  - 🔒 Invariant: All assistant requests must use requestApi wrapper (no native fetch).
+  - 🔗 DEPENDS_ON -> `frontend.src.lib.api.api_module`
+  - ƒ **sendAssistantMessage** (`Function`)
+    - 📝 Send a user message to assistant orchestrator endpoint.
+  - ƒ **confirmAssistantOperation** (`Function`)
+    - 📝 Confirm a pending risky assistant operation.
+  - ƒ **cancelAssistantOperation** (`Function`)
+    - 📝 Cancel a pending risky assistant operation.
+  - ƒ **getAssistantHistory** (`Function`)
+    - 📝 Retrieve paginated assistant conversation history.
+  - ƒ **getAssistantConversations** (`Function`)
+    - 📝 Retrieve paginated conversation list for assistant sidebar/history switcher.
+- 📦 **frontend.src.lib.api.__tests__.reports_api** (`Module`)
+  - 📝 Unit tests for reports API client functions: query string building, error normalization, and fetch wrappers.
+  - 🏗️ Layer: Infra (Tests)
+  - 🔒 Invariant: Pure functions produce deterministic output. Async wrappers propagate structured errors.
+  - ℂ **TestBuildReportQueryString** (`Class`)
+    - 📝 Validate query string construction from filter options.
+  - ℂ **TestNormalizeApiError** (`Class`)
+    - 📝 Validate error normalization for UI-state mapping.
+  - ℂ **TestGetReportsAsync** (`Class`)
+    - 📝 Validate getReports and getReportDetail with mocked api.fetchApi.
+- 🧩 **Select** (`Component`) `[TRIVIAL]`
+  - 📝 Standardized dropdown selection component.
+  - 🏗️ Layer: Atom
+  - ⬅️ READS_FROM `lib`
+  - ➡️ WRITES_TO `bindable`
+  - ➡️ WRITES_TO `props`
+- 📦 **ui** (`Module`) `[TRIVIAL]`
+  - 📝 Central export point for standardized UI components.
+  - 🏗️ Layer: Atom
+  - 🔒 Invariant: All components exported here must follow Semantic Protocol.
+- 🧩 **PageHeader** (`Component`) `[TRIVIAL]`
+  - 📝 Standardized page header with title and action area.
+  - 🏗️ Layer: Atom
+  - ⬅️ READS_FROM `lib`
+  - ➡️ WRITES_TO `props`
+- 🧩 **Card** (`Component`) `[TRIVIAL]`
+  - 📝 Standardized container with padding and elevation.
+  - 🏗️ Layer: Atom
+  - ⬅️ READS_FROM `lib`
+  - ➡️ WRITES_TO `props`
+- 🧩 **Button** (`Component`) `[TRIVIAL]`
+  - 📝 Define component interface and default values (Svelte 5 Runes).
+  - 🏗️ Layer: Atom
+  - 🔒 Invariant: Supports accessible labels and keyboard navigation.
+  - ⬅️ READS_FROM `lib`
+  - ➡️ WRITES_TO `props`
+- 🧩 **Input** (`Component`) `[TRIVIAL]`
+  - 📝 Standardized text input component with label and error handling.
+  - 🏗️ Layer: Atom
+  - 🔒 Invariant: Consistent spacing and focus states.
+  - ⬅️ READS_FROM `lib`
+  - ➡️ WRITES_TO `bindable`
+  - ➡️ WRITES_TO `props`
+- 🧩 **LanguageSwitcher** (`Component`) `[TRIVIAL]`
+  - 📝 Dropdown component to switch between supported languages.
+  - 🏗️ Layer: Atom
+  - ⬅️ READS_FROM `lib`
+  - ➡️ WRITES_TO `locale`
+- 📦 **i18n** (`Module`)
+  - 📝 Determines the starting locale.
+  - 🏗️ Layer: Infra
+  - 🔒 Invariant: Persistence is handled via LocalStorage.
+  - 🔗 DEPENDS_ON -> `locales/ru.json`
+  - 🔗 DEPENDS_ON -> `locales/en.json`
+  - 🗄️ **locale** (`Store`)
+    - 📝 Holds the current active locale string.
+  - 🗄️ **t** (`Store`)
+    - 📝 Derived store providing the translation dictionary.
+  - ƒ **_** (`Function`)
+    - 📝 Get translation by key path.
+- 🧩 **AssistantChatPanel** (`Component`) `[CRITICAL]`
+  - 📝 Slide-out assistant chat panel for natural language command execution and task tracking.
+  - 🏗️ Layer: UI
+  - 🔒 Invariant: Risky operations are executed only through explicit confirm action.
+  - ⬅️ READS_FROM `app`
+  - ⬅️ READS_FROM `lib`
+  - ⬅️ READS_FROM `assistantChatStore`
+  - ƒ **loadHistory** (`Function`)
+    - 📝 Load current conversation history when panel becomes visible.
+  - ƒ **loadConversations** (`Function`)
+    - 📝 Load paginated conversation summaries for quick switching UI.
+  - ƒ **loadOlderMessages** (`Function`)
+    - 📝 Lazy-load older messages for active conversation when user scrolls to top.
+  - ƒ **appendLocalUserMessage** (`Function`)
+    - 📝 Add optimistic local user message before backend response.
+  - ƒ **appendAssistantResponse** (`Function`)
+    - 📝 Normalize and append assistant response payload to chat list.
+  - ƒ **handleSend** (`Function`)
+    - 📝 Submit user command to assistant orchestration API.
+  - ƒ **selectConversation** (`Function`)
+    - 📝 Switch active chat context to selected conversation item.
+  - ƒ **startNewConversation** (`Function`)
+    - 📝 Create local empty chat context that will be persisted on first message.
+  - ƒ **handleAction** (`Function`)
+    - 📝 Execute assistant action button behavior (open task/reports, confirm, cancel).
+  - ƒ **handleKeydown** (`Function`)
+    - 📝 Submit command by Enter while preserving multiline input with Shift+Enter.
+  - ƒ **stateClass** (`Function`)
+    - 📝 Map assistant state to visual badge style class.
+  - ƒ **handleHistoryScroll** (`Function`)
+    - 📝 Trigger lazy history fetch when user scroll reaches top boundary.
+- 📦 **AssistantChatPanel** (`Module`) `[TRIVIAL]`
+  - 📝 Auto-generated module for frontend/src/lib/components/assistant/AssistantChatPanel.svelte
+  - 🏗️ Layer: Unknown
+  - ƒ **buildConversationTitle** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **setConversationFilter** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **formatConversationTime** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **loadLlmStatus** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 📦 **frontend.src.lib.components.assistant.__tests__.assistant_chat_integration** (`Module`)
+  - 📝 Contract-level integration checks for assistant chat panel implementation and localization wiring.
+  - 🏗️ Layer: UI Tests
+  - 🔒 Invariant: Critical assistant UX states and action hooks remain present in component source.
+  - ƒ **readJson** (`Function`)
+    - 📝 Read and parse JSON fixture file from disk.
+  - ƒ **assistant_chat_contract_tests** (`Function`)
+    - 📝 Validate assistant chat component contract and locale integration without DOM runtime dependency.
+- 🧩 **ReportCard** (`Component`) `[CRITICAL]`
+  - 📝 Render one report with explicit textual type label and profile-driven visual variant.
+  - 🏗️ Layer: UI
+  - 🔒 Invariant: Unknown task type always uses fallback profile.
+  - ⚡ Events: select
+  - ⬅️ READS_FROM `lib`
+  - ➡️ WRITES_TO `props`
+  - ➡️ WRITES_TO `derived`
+- 📦 **ReportCard** (`Module`) `[TRIVIAL]`
+  - 📝 Auto-generated module for frontend/src/lib/components/reports/ReportCard.svelte
+  - 🏗️ Layer: Unknown
+  - ƒ **getStatusClass** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **getStatusLabel** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **formatDate** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **onSelect** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 🧩 **ReportsList** (`Component`) `[CRITICAL]`
+  - 📝 Render unified list of normalized reports with canonical minimum fields.
+  - 🏗️ Layer: UI
+  - 🔒 Invariant: Every rendered row shows task_type label, status, summary, and updated_at.
+  - ⚡ Events: select
+  - ➡️ WRITES_TO `props`
+- 📦 **ReportsList** (`Module`) `[TRIVIAL]`
+  - 📝 Auto-generated module for frontend/src/lib/components/reports/ReportsList.svelte
+  - 🏗️ Layer: Unknown
+  - ƒ **handleSelect** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 📦 **frontend.src.lib.components.reports.reportTypeProfiles** (`Module`) `[CRITICAL]`
+  - 📝 Deterministic mapping from report task_type to visual profile with one fallback.
+  - 🏗️ Layer: UI
+  - 🔒 Invariant: Unknown type always resolves to fallback profile.
+  - 🔗 DEPENDS_ON -> `frontend/src/lib/i18n/index.ts`
+  - ƒ **getReportTypeProfile** (`Function`)
+    - 📝 Resolve visual profile by task type with guaranteed fallback.
+- 🧩 **ReportDetailPanel** (`Component`) `[CRITICAL]`
+  - 📝 Display detailed report context with diagnostics and actionable recovery guidance.
+  - 🏗️ Layer: UI
+  - 🔒 Invariant: Failed/partial reports surface actionable hints when available.
+  - ⬅️ READS_FROM `lib`
+  - ➡️ WRITES_TO `props`
+  - ⬅️ READS_FROM `t`
+- 📦 **ReportDetailPanel** (`Module`) `[TRIVIAL]`
+  - 📝 Auto-generated module for frontend/src/lib/components/reports/ReportDetailPanel.svelte
+  - 🏗️ Layer: Unknown
+  - ƒ **notProvided** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **formatDate** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 📦 **frontend.src.lib.components.reports.__tests__.reports_filter_performance** (`Module`)
+  - 📝 Guard test for report filter responsiveness on moderate in-memory dataset.
+  - 🏗️ Layer: UI (Tests)
+  - ƒ **applyFilters** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **makeDataset** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 📦 **frontend.src.lib.components.reports.__tests__.reports_page.integration** (`Module`)
+  - 📝 Integration-style checks for unified mixed-type reports rendering expectations.
+  - 🏗️ Layer: UI (Tests)
+  - 🔒 Invariant: Mixed fixture includes all supported report types in one list.
+  - ƒ **collectVisibleTypeLabels** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 📦 **frontend.src.lib.components.reports.__tests__.report_type_profiles** (`Module`)
+  - 📝 Validate report type profile mapping and unknown fallback behavior.
+  - 🏗️ Layer: UI (Tests)
+  - 🔒 Invariant: Unknown task_type always resolves to the fallback profile.
+- 📦 **frontend.src.lib.components.reports.__tests__.report_card.ux** (`Module`)
+  - 📝 Test UX states and transitions for ReportCard component
+  - 🏗️ Layer: UI
+  - 🔒 Invariant: Each test asserts at least one observable UX contract outcome.
+- 📦 **frontend.src.lib.components.reports.__tests__.report_detail.ux** (`Module`)
+  - 📝 Test UX states and recovery for ReportDetailPanel component
+  - 🏗️ Layer: UI
+  - 🔒 Invariant: Detail UX tests keep placeholder-safe rendering and recovery visibility verifiable.
+- 📦 **frontend.src.lib.components.reports.__tests__.report_detail.integration** (`Module`)
+  - 📝 Validate detail-panel behavior for failed reports and recovery guidance visibility.
+  - 🏗️ Layer: UI (Tests)
+  - 🔒 Invariant: Failed report detail exposes actionable next actions when available.
+  - ƒ **buildFailedDetailFixture** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 📦 **reports.fixtures** (`Module`)
+  - 📝 Shared frontend fixtures for unified reports states.
+  - 🏗️ Layer: UI
+- 🧩 **Sidebar** (`Component`) `[CRITICAL]`
+  - 📝 Persistent left sidebar with resource categories navigation
+  - 🏗️ Layer: UI
+  - 🔒 Invariant: Always shows active category and item
+  - ⬅️ READS_FROM `app`
+  - ⬅️ READS_FROM `lib`
+  - ⬅️ READS_FROM `t`
+- 📦 **Sidebar** (`Module`) `[TRIVIAL]`
+  - 📝 Auto-generated module for frontend/src/lib/components/layout/Sidebar.svelte
+  - 🏗️ Layer: Unknown
+  - ƒ **buildCategories** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **handleItemClick** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **handleCategoryToggle** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **handleSubItemClick** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **handleToggleClick** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **handleOverlayClick** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 🧩 **TopNavbar** (`Component`) `[CRITICAL]`
+  - 📝 Unified top navigation bar with Logo, Search, Activity, and User menu
+  - 🏗️ Layer: UI
+  - 🔒 Invariant: Always visible on non-login pages
+  - ⚡ Events: activityClick
+  - ⬅️ READS_FROM `app`
+  - ⬅️ READS_FROM `lib`
+  - ⬅️ READS_FROM `sidebarStore`
+- 📦 **TopNavbar** (`Module`) `[TRIVIAL]`
+  - 📝 Auto-generated module for frontend/src/lib/components/layout/TopNavbar.svelte
+  - 🏗️ Layer: Unknown
+  - ƒ **toggleUserMenu** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **closeUserMenu** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **handleLogout** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **handleActivityClick** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **handleAssistantClick** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **handleSearchFocus** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **clearSearchState** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **handleDocumentClick** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **handleHamburgerClick** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **handleGlobalEnvironmentChange** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **buildSearchResultSections** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **triggerSearch** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **handleSearchInput** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **openSearchResult** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **handleSearchKeydown** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 🧩 **Breadcrumbs** (`Component`)
+  - 📝 Display page hierarchy navigation
+  - 🏗️ Layer: UI
+  - 🔒 Invariant: Always shows current page path
+  - ⬅️ READS_FROM `app`
+  - ⬅️ READS_FROM `lib`
+  - ➡️ WRITES_TO `props`
+- 📦 **Breadcrumbs** (`Module`) `[TRIVIAL]`
+  - 📝 Auto-generated module for frontend/src/lib/components/layout/Breadcrumbs.svelte
+  - 🏗️ Layer: Unknown
+  - ƒ **getBreadcrumbs** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **formatBreadcrumbLabel** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **getCrumbMeta** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 🧩 **TaskDrawer** (`Component`) `[CRITICAL]`
+  - 📝 Global task drawer for monitoring background operations
+  - 🏗️ Layer: UI
+  - 🔒 Invariant: Drawer shows logs for active task or remains closed
+  - ⬅️ READS_FROM `lib`
+  - ⬅️ READS_FROM `taskDrawerStore`
+  - ➡️ WRITES_TO `taskDrawerStore`
+  - ƒ **disconnectWebSocket** (`Function`)
+    - 📝 Disconnects the active WebSocket connection
+  - ƒ **loadRecentTasks** (`Function`)
+    - 📝 Load recent tasks for list mode display
+  - ƒ **selectTask** (`Function`)
+    - 📝 Select a task from list to view details
+  - ƒ **goBackToList** (`Function`)
+    - 📝 Return to task list view from task details
+- 📦 **TaskDrawer** (`Module`) `[TRIVIAL]`
+  - 📝 Auto-generated module for frontend/src/lib/components/layout/TaskDrawer.svelte
+  - 🏗️ Layer: Unknown
+  - ƒ **handleClose** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **goToReportsPage** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **handleGlobalKeydown** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **normalizeTaskId** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **isTaskFinished** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **resolveLlmValidationStatus** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **llmValidationBadgeClass** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **stopTaskDetailsPolling** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **loadEnvironmentOptions** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **resolveEnvironmentName** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **resolveEnvironmentId** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **loadActiveTaskDetails** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **extractPrimaryDashboardId** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **buildTaskSummary** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **handleOpenDashboardDeepLink** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **handleShowDiff** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **handleOpenLlmReport** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **connectWebSocket** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 📦 **test_breadcrumbs.svelte** (`Module`) `[TRIVIAL]`
+  - 📝 Auto-generated module for frontend/src/lib/components/layout/__tests__/test_breadcrumbs.svelte.js
+  - 🏗️ Layer: Unknown
+  - ƒ **getBreadcrumbs** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **formatBreadcrumbLabel** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 📦 **ErrorPage** (`Page`)
+  - 📝 Global error page displaying HTTP status and messages
+  - 🏗️ Layer: UI
+- 📦 **RootLayoutConfig** (`Module`) `[TRIVIAL]`
+  - 📝 Root layout configuration (SPA mode)
+  - 🏗️ Layer: Infra
+- 📦 **HomePage** (`Page`) `[CRITICAL]`
+  - 📝 Redirect to Dashboard Hub as per UX requirements
+  - 🏗️ Layer: UI
+  - 🔒 Invariant: Always redirects to /dashboards
+- ƒ **load** (`Function`)
+  - 📝 Loads initial plugin data for the dashboard.
+- 📦 **layout** (`Module`)
+  - 📝 Bind global layout shell and conditional login/full-app rendering.
+  - 🏗️ Layer: UI
+  - 🔒 Invariant: Login route bypasses shell; all other routes are wrapped by ProtectedRoute.
+- 📦 **DatasetHub** (`Page`) `[CRITICAL]`
+  - 📝 Dataset Hub - Dedicated hub for datasets with mapping progress
+  - 🏗️ Layer: UI
+  - 🔒 Invariant: Always shows datasets for the active environment from context store
+- 📦 **+page** (`Module`) `[TRIVIAL]`
+  - 📝 Auto-generated module for frontend/src/routes/datasets/+page.svelte
+  - 🏗️ Layer: Unknown
+  - ƒ **loadDatasets** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **handleSearch** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **handlePageChange** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **handlePageSizeChange** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **updateSelectionState** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **handleCheckboxChange** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **handleSelectAll** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **handleSelectVisible** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **handleAction** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **handleBulkMapColumns** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **handleBulkGenerateDocs** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **handleTaskStatusClick** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **getTaskStatusIcon** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **getMappingProgressClass** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 📦 **DatasetDetail** (`Page`) `[CRITICAL]`
+  - 📝 Dataset Detail View - Shows detailed dataset information with columns, SQL, and linked dashboards
+  - 🏗️ Layer: UI
+  - 🔒 Invariant: Always shows dataset details when loaded
+- 📦 **+page** (`Module`) `[TRIVIAL]`
+  - 📝 Auto-generated module for frontend/src/routes/datasets/[id]/+page.svelte
+  - 🏗️ Layer: Unknown
+  - ƒ **loadDatasetDetail** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **navigateToDashboard** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **goBack** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **getColumnTypeClass** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **getMappingProgress** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 🧩 **UnifiedReportsPage** (`Component`) `[CRITICAL]`
+  - 📝 Unified reports page with filtering and resilient UX states for mixed task types.
+  - 🏗️ Layer: UI
+  - 🔒 Invariant: List state remains deterministic for active filter set.
+  - ⬅️ READS_FROM `lib`
+  - ⬅️ READS_FROM `t`
+  - ➡️ WRITES_TO `t`
+- 📦 **+page** (`Module`) `[TRIVIAL]`
+  - 📝 Auto-generated module for frontend/src/routes/reports/+page.svelte
+  - 🏗️ Layer: Unknown
+  - ƒ **buildQuery** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **loadReports** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **hasActiveFilters** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **clearFilters** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **onFilterChange** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **onSelectReport** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 📦 **+page** (`Module`) `[TRIVIAL]`
+  - 📝 Auto-generated module for frontend/src/routes/reports/llm/[taskId]/+page.svelte
+  - 🏗️ Layer: Unknown
+  - ƒ **formatDate** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **formatMs** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **getDashboardCheckResult** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **getCheckResultClasses** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **loadReport** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **backToReports** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **openTaskDetails** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 🧩 **LoginPage** (`Component`)
+  - 📝 Provides the user interface for local and ADFS authentication.
+  - 🏗️ Layer: UI
+  - 🔒 Invariant: Shows both local login form and ADFS SSO button.
+  - ⬅️ READS_FROM `app`
+  - ⬅️ READS_FROM `lib`
+  - ➡️ WRITES_TO `t`
+  - ƒ **handleLogin** (`Function`)
+    - 📝 Submits the local login form to the backend.
+  - ƒ **handleADFSLogin** (`Function`)
+    - 📝 Redirects the user to the ADFS login endpoint.
+- 📦 **StorageIndexPage** (`Page`) `[TRIVIAL]`
+  - 📝 Redirect to the backups page as the default storage view.
+  - 🏗️ Layer: Page
+  - 🔒 Invariant: Always redirects to /storage/backups.
+- 📦 **StorageReposPage** (`Page`)
+  - ƒ **fetchEnvironments** (`Function`)
+    - 📝 Fetches the list of available environments.
+  - ƒ **fetchDashboards** (`Function`)
+    - 📝 Fetches dashboards for a specific environment.
+- 📦 **DashboardHub** (`Page`) `[CRITICAL]`
+  - 📝 Dashboard Hub - Central hub for managing dashboards with Git status and task actions
+  - 🏗️ Layer: UI
+  - 🔒 Invariant: Always shows dashboards for the active environment from context store
+- 📦 **+page** (`Module`) `[TRIVIAL]`
+  - 📝 Auto-generated module for frontend/src/routes/dashboards/+page.svelte
+  - 🏗️ Layer: Unknown
+  - ƒ **handleDocumentClick** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **loadDashboards** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **handleSearch** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **handlePageChange** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **handlePageSizeChange** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **updateSelectionState** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **handleCheckboxChange** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **handleSelectAll** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **handleSelectVisible** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **toggleActionDropdown** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **closeActionDropdown** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **handleAction** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **handleValidate** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **handleTargetEnvChange** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **loadDatabases** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **handleMappingUpdate** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **loadDbMappings** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **handleBulkMigrate** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **handleBulkBackup** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **handleTaskStatusClick** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **navigateToDashboardDetail** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **getStatusBadgeClass** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **isGitBusy** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **setGitBusy** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **ensureGitConfigs** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **updateDashboardGitState** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **refreshDashboardGitState** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **handleGitInit** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **handleGitSync** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **handleGitCommit** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **handleGitPull** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **handleGitPush** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **getTaskStatusIcon** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **getPaginationRange** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 📦 **DashboardDetail** (`Page`) `[CRITICAL]`
+  - 📝 Dashboard Detail View - Overview of charts and datasets linked to a dashboard
+  - 🏗️ Layer: UI
+  - 🔒 Invariant: Shows dashboard metadata, charts, and datasets for selected environment
+- 📦 **+page** (`Module`) `[TRIVIAL]`
+  - 📝 Auto-generated module for frontend/src/routes/dashboards/[id]/+page.svelte
+  - 🏗️ Layer: Unknown
+  - ƒ **loadDashboardPage** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **loadDashboardDetail** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **loadTaskHistory** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **releaseThumbnailUrl** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **loadThumbnail** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **runBackupTask** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **runLlmValidationTask** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **openLlmReport** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **toTaskTypeLabel** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **getTaskStatusClasses** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **getValidationStatus** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **getValidationStatusClasses** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **goBack** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **openDataset** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **formatDate** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **loadLlmStatus** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 🧩 **AdminRolesPage** (`Component`)
+  - 📝 UI for managing system roles and their permissions.
+  - 🏗️ Layer: Domain
+  - 🔒 Invariant: Only accessible by users with Admin role.
+  - ⬅️ READS_FROM `lib`
+  - ➡️ WRITES_TO `t`
+  - ⬅️ READS_FROM `t`
+  - ƒ **loadData** (`Function`)
+    - 📝 Fetches roles and available permissions.
+  - ƒ **openCreateModal** (`Function`)
+    - 📝 Initializes state for creating a new role.
+  - ƒ **openEditModal** (`Function`)
+    - 📝 Initializes state for editing an existing role.
+  - ƒ **handleSaveRole** (`Function`)
+    - 📝 Submits role data (create or update).
+  - ƒ **handleDeleteRole** (`Function`)
+    - 📝 Deletes a role after confirmation.
+- 🧩 **AdminUsersPage** (`Component`)
+  - 📝 UI for managing system users and their roles.
+  - 🏗️ Layer: Feature
+  - 🔒 Invariant: Only accessible by users with "admin:users" permission.
+  - ⬅️ READS_FROM `lib`
+  - ➡️ WRITES_TO `t`
+  - ⬅️ READS_FROM `t`
+  - ƒ **loadData** (`Function`)
+    - 📝 Fetches users and roles from the backend.
+  - ƒ **openCreateModal** (`Function`)
+    - 📝 Prepares the form for creating a new user.
+  - ƒ **openEditModal** (`Function`)
+    - 📝 Prepares the form for editing an existing user.
+  - ƒ **handleSaveUser** (`Function`)
+    - 📝 Submits user data to the backend (create or update).
+  - ƒ **handleDeleteUser** (`Function`)
+    - 📝 Deletes a user after confirmation.
+- 🧩 **AdminSettingsPage** (`Component`)
+  - 📝 UI for configuring Active Directory Group to local Role mappings for ADFS SSO and logging settings.
+  - 🏗️ Layer: Feature
+  - 🔒 Invariant: Only accessible by users with "admin:settings" permission.
+  - ⬅️ READS_FROM `lib`
+  - ➡️ WRITES_TO `t`
+  - ⬅️ READS_FROM `t`
+  - ƒ **loadData** (`Function`)
+    - 📝 Fetches AD mappings and roles from the backend to populate the UI.
+  - ƒ **handleCreateMapping** (`Function`)
+    - 📝 Submits a new AD Group to Role mapping to the backend.
+  - ƒ **loadLoggingConfig** (`Function`)
+    - 📝 Fetches current logging configuration from the backend.
+  - ƒ **saveLoggingConfig** (`Function`)
+    - 📝 Saves logging configuration to the backend.
+- 🧩 **LLMSettingsPage** (`Component`)
+  - 📝 Admin settings page for LLM provider configuration.
+  - 🏗️ Layer: UI
+  - ⬅️ READS_FROM `t`
+  - ➡️ WRITES_TO `t`
+- 📦 **+page** (`Module`) `[TRIVIAL]`
+  - 📝 Auto-generated module for frontend/src/routes/admin/settings/llm/+page.svelte
+  - 🏗️ Layer: Unknown
+  - ƒ **isMultimodalModel** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **getProviderById** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **fetchProviders** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **saveSettings** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 🧩 **MigrationDashboard** (`Component`)
+  - 📝 Main dashboard for configuring and starting migrations.
+  - 🏗️ Layer: Page
+  - 🔒 Invariant: Migration cannot start without source and target environments.
+  - ⬅️ READS_FROM `lib`
+  - ⬅️ READS_FROM `selectedTask`
+  - ➡️ WRITES_TO `selectedTask`
+  - ƒ **fetchEnvironments** (`Function`)
+    - 📝 Fetches the list of environments from the API.
+  - ƒ **fetchDashboards** (`Function`)
+    - 📝 Fetches dashboards for the selected source environment.
+  - ƒ **fetchDatabases** (`Function`)
+    - 📝 Fetches databases from both environments and gets suggestions.
+  - ƒ **handleMappingUpdate** (`Function`)
+    - 📝 Saves a mapping to the backend.
+  - ƒ **handleViewLogs** (`Function`)
+    - 📝 Opens the log viewer for a specific task.
+  - ƒ **handlePasswordPrompt** (`Function`)
+    - 📝 Reactive logic to show password prompt when a task is awaiting input.
+  - ƒ **handleResumeMigration** (`Function`)
+    - 📝 Resumes a migration task with provided passwords.
+  - ƒ **startMigration** (`Function`)
+    - 📝 Starts the migration process.
+  - 🧩 **DashboardSelectionSection** (`Component`)
+- 🧩 **MappingManagement** (`Component`)
+  - 📝 Page for managing database mappings between environments.
+  - 🏗️ Layer: Page
+  - 🔒 Invariant: Mappings are saved to the backend for persistence.
+  - ⬅️ READS_FROM `lib`
+  - ➡️ WRITES_TO `t`
+  - ⬅️ READS_FROM `t`
+  - ƒ **fetchEnvironments** (`Function`)
+    - 📝 Fetches the list of environments.
+  - ƒ **fetchDatabases** (`Function`)
+    - 📝 Fetches databases from both environments and gets suggestions.
+  - ƒ **handleUpdate** (`Function`)
+    - 📝 Saves a mapping to the backend.
+- 🧩 **StoragePage** (`Component`)
+  - 📝 Main page for file storage management.
+  - 🏗️ Layer: UI
+  - 🔒 Invariant: Always displays tabs for Backups and Repositories.
+  - ⬅️ READS_FROM `app`
+  - ⬅️ READS_FROM `t`
+  - ➡️ WRITES_TO `page`
+  - ƒ **loadFiles** (`Function`)
+    - 📝 Fetches the list of files from the server.
+  - ƒ **handleDelete** (`Function`)
+    - 📝 Handles the file deletion process.
+  - ƒ **handleNavigate** (`Function`)
+    - 📝 Updates the current path and reloads files when navigating into a directory.
+  - ƒ **navigateUp** (`Function`)
+    - 📝 Navigates one level up in the directory structure.
+- 🧩 **MapperPage** (`Component`) `[TRIVIAL]`
+  - 📝 Page for the dataset column mapper tool.
+  - 🏗️ Layer: UI
+  - ⬅️ READS_FROM `lib`
+  - ➡️ WRITES_TO `t`
+- 🧩 **DebugPage** (`Component`) `[TRIVIAL]`
+  - 📝 Page for system diagnostics and debugging.
+  - 🏗️ Layer: UI
+  - ⬅️ READS_FROM `lib`
+  - ➡️ WRITES_TO `t`
+- 📦 **SettingsPage** (`Page`) `[CRITICAL]`
+  - 📝 Consolidated Settings Page - All settings in one place with tabbed navigation
+  - 🏗️ Layer: UI
+  - 🔒 Invariant: Always shows tabbed interface with all settings categories
+- 📦 **+page** (`Module`) `[TRIVIAL]`
+  - 📝 Auto-generated module for frontend/src/routes/settings/+page.svelte
+  - 🏗️ Layer: Unknown
+  - ƒ **normalizeTab** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **readTabFromUrl** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **writeTabToUrl** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **loadSettings** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **normalizeLlmSettings** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **isMultimodalModel** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **getProviderById** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **isDashboardValidationBindingValid** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **handleTabChange** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **loadMigrationSettings** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **loadMappingsPage** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **onMappingsSearchInput** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **onMappingsFilterChange** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **goToMappingsPage** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **saveMigrationSettings** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **triggerSyncNow** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **handleSave** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **handleTestEnv** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **editEnv** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **resetEnvForm** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **handleAddOrUpdateEnv** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **handleDeleteEnv** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- ƒ **load** (`Function`)
+  - 📝 Loads application settings and environment list.
+- 🧩 **ConnectionsSettingsPage** (`Component`)
+  - 📝 Page for managing database connection configurations.
+  - 🏗️ Layer: UI
+  - ⬅️ READS_FROM `lib`
+  - ➡️ WRITES_TO `t`
+  - ƒ **handleSuccess** (`Function`)
+    - 📝 Refreshes the connection list after a successful creation.
+- 🧩 **GitSettingsPage** (`Component`)
+  - 📝 Manage Git server configurations for dashboard versioning.
+  - 🏗️ Layer: Page
+  - 🔒 Invariant: All configurations must be validated via connection test.
+  - ⬅️ READS_FROM `lib`
+  - ⬅️ READS_FROM `t`
+  - ➡️ WRITES_TO `t`
+  - ƒ **loadConfigs** (`Function`)
+    - 📝 Fetches existing git configurations.
+  - ƒ **handleTest** (`Function`)
+    - 📝 Tests connection to a git server with current form data.
+  - ƒ **handleSave** (`Function`)
+    - 📝 Saves a new git configuration.
+  - ƒ **handleDelete** (`Function`)
+    - 📝 Deletes a git configuration by ID.
+- 🧩 **GitDashboardPage** (`Component`)
+  - 📝 Dashboard management page for Git integration.
+  - 🏗️ Layer: Page
+  - ⬅️ READS_FROM `lib`
+  - ➡️ WRITES_TO `environmentContextStore`
+  - ⬅️ READS_FROM `environmentContextStore`
+  - ƒ **fetchEnvironments** (`Function`)
+    - 📝 Fetches the list of deployment environments from the API.
+  - ƒ **fetchDashboards** (`Function`)
+    - 📝 Fetches dashboards for a specific environment.
+- 🧩 **Dashboard** (`Component`)
+  - 📝 Displays the list of available plugins and allows selecting one.
+  - 🏗️ Layer: UI
+  - ⬅️ READS_FROM `plugins`
+  - ƒ **onMount** (`Function`)
+    - 📝 Fetch plugins when the component mounts.
+  - ƒ **selectPlugin** (`Function`)
+    - 📝 Selects a plugin to display its form.
+- 🧩 **Settings** (`Component`)
+  - 📝 The main settings page for the application, allowing management of environments and global settings.
+  - 🏗️ Layer: UI
+  - 🔒 Invariant: Settings changes must be saved to the backend.
+  - ⬅️ READS_FROM `t`
+  - ➡️ WRITES_TO `t`
+  - ƒ **loadSettings** (`Function`)
+    - 📝 Loads settings from the backend.
+  - ƒ **handleSaveGlobal** (`Function`)
+    - 📝 Saves global settings to the backend.
+  - ƒ **handleAddOrUpdateEnv** (`Function`)
+    - 📝 Adds or updates an environment.
+  - ƒ **handleDeleteEnv** (`Function`)
+    - 📝 Deletes an environment.
+  - ƒ **handleTestEnv** (`Function`)
+    - 📝 Tests the connection to an environment.
+  - ƒ **editEnv** (`Function`)
+    - 📝 Sets the form to edit an existing environment.
+  - ƒ **resetEnvForm** (`Function`)
+    - 📝 Resets the environment form.
+- ƒ **getConnections** (`Function`)
+  - 📝 Fetch a list of saved connections.
+- ƒ **createConnection** (`Function`)
+  - 📝 Create a new connection configuration.
+- ƒ **deleteConnection** (`Function`)
+  - 📝 Delete a connection configuration.
+- 📦 **GitServiceClient** (`Module`)
+  - 📝 API client for Git operations, managing the communication between frontend and backend.
+  - 🏗️ Layer: Service
+  - 📦 **gitService** (`Action`)
+    - 📝 Retrieves the diff for specific files or the whole repository.
+- ƒ **runTask** (`Function`)
+  - 📝 Start a new task for a given plugin.
+- ƒ **getTaskStatus** (`Function`)
+  - 📝 Fetch details for a specific task (to poll status or get result).
+- 📦 **adminService** (`Module`)
+  - 📝 Service for Admin-related API calls (User and Role management).
+  - 🏗️ Layer: Service
+  - 🔒 Invariant: All requests must include valid Admin JWT token (handled by api client).
+  - 🔗 DEPENDS_ON -> `frontend.src.lib.api`
+  - ƒ **getUsers** (`Function`)
+    - 📝 Fetches all registered users from the backend.
+  - ƒ **createUser** (`Function`)
+    - 📝 Creates a new local user.
+  - ƒ **getRoles** (`Function`)
+    - 📝 Fetches all available system roles.
+  - ƒ **getADGroupMappings** (`Function`)
+    - 📝 Fetches mappings between AD groups and local roles.
+  - ƒ **createADGroupMapping** (`Function`)
+    - 📝 Creates or updates an AD group to Role mapping.
+  - ƒ **updateUser** (`Function`)
+    - 📝 Updates an existing user.
+  - ƒ **deleteUser** (`Function`)
+    - 📝 Deletes a user.
+  - ƒ **createRole** (`Function`)
+    - 📝 Creates a new role.
+  - ƒ **updateRole** (`Function`)
+    - 📝 Updates an existing role.
+  - ƒ **deleteRole** (`Function`)
+    - 📝 Deletes a role.
+  - ƒ **getPermissions** (`Function`)
+    - 📝 Fetches all available permissions.
+  - ƒ **getLoggingConfig** (`Function`)
+    - 📝 Fetches current logging configuration.
+  - ƒ **updateLoggingConfig** (`Function`)
+    - 📝 Updates logging configuration.
+- ƒ **getTasks** (`Function`)
+  - 📝 Fetch a list of tasks with pagination and optional status filter.
+- ƒ **getTask** (`Function`)
+  - 📝 Fetch details for a specific task.
+- ƒ **getTaskLogs** (`Function`)
+  - 📝 Fetch logs for a specific task.
+- ƒ **resumeTask** (`Function`)
+  - 📝 Resume a task that is awaiting input (e.g., passwords).
+- ƒ **resolveTask** (`Function`)
+  - 📝 Resolve a task that is awaiting mapping.
+- ƒ **clearTasks** (`Function`)
+  - 📝 Clear tasks based on status.
+- 📦 **storageService** (`Module`)
+  - 📝 Frontend API client for file storage management.
+  - 🏗️ Layer: Service
+  - ƒ **getStorageAuthHeaders** (`Function`)
+    - 📝 Returns headers with Authorization for storage API calls.
+  - ƒ **listFiles** (`Function`)
+    - 📝 Fetches the list of files for a given category and subpath.
+  - ƒ **uploadFile** (`Function`)
+    - 📝 Uploads a file to the storage system.
+  - ƒ **deleteFile** (`Function`)
+    - 📝 Deletes a file or directory from storage.
+  - ƒ **downloadFileUrl** (`Function`)
+    - 📝 Returns the URL for downloading a file.
+- 🧩 **PasswordPrompt** (`Component`)
+  - 📝 A modal component to prompt the user for database passwords when a migration task is paused.
+  - 🏗️ Layer: UI
+  - ⚡ Events: cancel, resume
+  - ➡️ WRITES_TO `props`
+  - ➡️ WRITES_TO `state`
+  - ⬅️ READS_FROM `effect`
+  - ƒ **handleSubmit** (`Function`)
+    - 📝 Validates and dispatches the passwords to resume the task.
+  - ƒ **handleCancel** (`Function`)
+    - 📝 Cancels the password prompt.
+- 🧩 **MappingTable** (`Component`)
+  - 📝 Displays and allows editing of database mappings.
+  - 🏗️ Layer: Feature
+  - 🔒 Invariant: Each source database can be mapped to one target database.
+  - ⚡ Events: update
+  - ⬅️ READS_FROM `lib`
+  - ➡️ WRITES_TO `props`
+  - ➡️ WRITES_TO `t`
+  - ƒ **updateMapping** (`Function`)
+    - 📝 Updates a mapping for a specific source database.
+  - ƒ **getSuggestion** (`Function`)
+    - 📝 Finds a suggestion for a source database.
+- 🧩 **TaskLogViewer** (`Component`) `[CRITICAL]`
+  - 📝 Displays detailed logs for a specific task inline or in a modal using TaskLogPanel.
+  - 🏗️ Layer: UI
+  - 🔒 Invariant: Real-time logs are always appended without duplicates.
+  - ⚡ Events: close
+  - ➡️ WRITES_TO `bindable`
+  - ➡️ WRITES_TO `props`
+  - ➡️ WRITES_TO `state`
+  - 📦 **handleRealTimeLogs** (`Action`)
+    - 📝 Sync real-time logs to the current log list
+  - ƒ **fetchLogs** (`Function`)
+    - 📝 Fetches logs for a given task ID
+  - ƒ **handleFilterChange** (`Function`)
+    - 📝 Updates filter conditions for the log viewer
+  - ƒ **handleRefresh** (`Function`)
+    - 📝 Refreshes the logs by polling the API
+  - 🧩 **showInline** (`Component`)
+    - 📝 Shows inline logs -->
+    - 🏗️ Layer: UI -->
+  - 🧩 **showModal** (`Component`)
+    - 📝 Shows modal logs -->
+    - 🏗️ Layer: UI -->
+- 🧩 **Footer** (`Component`) `[TRIVIAL]`
+  - 📝 Displays the application footer with copyright information.
+  - 🏗️ Layer: UI
+- 🧩 **MissingMappingModal** (`Component`)
+  - 📝 Prompts the user to provide a database mapping when one is missing during migration.
+  - 🏗️ Layer: Feature
+  - 🔒 Invariant: Modal blocks migration progress until resolved or cancelled.
+  - ⚡ Events: cancel, resolve
+  - ➡️ WRITES_TO `props`
+  - ➡️ WRITES_TO `state`
+  - ƒ **resolve** (`Function`)
+    - 📝 Dispatches the resolution event with the selected mapping.
+  - ƒ **cancel** (`Function`)
+    - 📝 Cancels the mapping resolution modal.
+- 🧩 **DashboardGrid** (`Component`)
+  - 📝 Displays a grid of dashboards with selection and pagination.
+  - 🏗️ Layer: Component
+  - 🔒 Invariant: Selected IDs must be a subset of available dashboards.
+  - ⚡ Events: selectionChanged
+  - ➡️ WRITES_TO `props`
+  - ➡️ WRITES_TO `state`
+  - ➡️ WRITES_TO `derived`
+  - ƒ **handleValidate** (`Function`)
+    - 📝 Triggers dashboard validation task.
+  - ƒ **handleSort** (`Function`)
+    - 📝 Toggles sort direction or changes sort column.
+  - ƒ **handleSelectionChange** (`Function`)
+    - 📝 Handles individual checkbox changes.
+  - ƒ **handleSelectAll** (`Function`)
+    - 📝 Handles select all checkbox.
+  - ƒ **goToPage** (`Function`)
+    - 📝 Changes current page.
+  - ƒ **openGit** (`Function`)
+    - 📝 Opens the Git management modal for a dashboard.
+- 🧩 **Navbar** (`Component`)
+  - 📝 Main navigation bar for the application.
+  - 🏗️ Layer: UI
+  - ⬅️ READS_FROM `app`
+  - ⬅️ READS_FROM `lib`
+  - ➡️ WRITES_TO `page`
+- 📦 **Navbar** (`Module`) `[TRIVIAL]`
+  - 📝 Auto-generated module for frontend/src/components/Navbar.svelte
+  - 🏗️ Layer: Unknown
+  - ƒ **handleLogout** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 🧩 **TaskHistory** (`Component`)
+  - 📝 Displays a list of recent tasks with their status and allows selecting them for viewing logs.
+  - 🏗️ Layer: UI
+  - ⬅️ READS_FROM `selectedTask`
+  - ➡️ WRITES_TO `selectedTask`
+  - ⬅️ READS_FROM `t`
+  - ƒ **fetchTasks** (`Function`)
+    - 📝 Fetches the list of recent tasks from the API.
+  - ƒ **clearTasks** (`Function`)
+    - 📝 Clears tasks from the history, optionally filtered by status.
+  - ƒ **selectTask** (`Function`)
+    - 📝 Selects a task and fetches its full details.
+  - ƒ **getStatusColor** (`Function`)
+    - 📝 Returns the CSS color class for a given task status.
+  - ƒ **onMount** (`Function`)
+    - 📝 Initializes the component by fetching tasks and starting polling.
+  - ƒ **onDestroy** (`Function`)
+    - 📝 Cleans up the polling interval when the component is destroyed.
+- 🧩 **Toast** (`Component`) `[TRIVIAL]`
+  - 📝 Displays transient notifications (toasts) in the bottom-right corner.
+  - 🏗️ Layer: UI
+  - ⬅️ READS_FROM `toasts`
+- 🧩 **TaskRunner** (`Component`)
+  - 📝 Connects to a WebSocket to display real-time logs for a running task with filtering support.
+  - 🏗️ Layer: UI
+  - ⬅️ READS_FROM `t`
+  - ⬅️ READS_FROM `selectedTask`
+  - ➡️ WRITES_TO `t`
+  - ƒ **connect** (`Function`)
+    - 📝 Establishes WebSocket connection with exponential backoff and filter parameters.
+  - ƒ **handleFilterChange** (`Function`)
+    - 📝 Handles filter changes and reconnects WebSocket with new parameters.
+  - ƒ **fetchTargetDatabases** (`Function`)
+    - 📝 Fetches available databases from target environment for mapping.
+  - ƒ **handleMappingResolve** (`Function`)
+    - 📝 Resolves missing database mapping and continues migration.
+  - ƒ **handlePasswordResume** (`Function`)
+    - 📝 Submits passwords and resumes paused migration task.
+  - ƒ **startDataTimeout** (`Function`)
+    - 📝 Starts timeout timer to detect idle connection.
+  - ƒ **resetDataTimeout** (`Function`)
+    - 📝 Resets data timeout timer when new data arrives.
+  - ƒ **onMount** (`Function`)
+    - 📝 Initializes WebSocket connection when component mounts.
+  - ƒ **onDestroy** (`Function`)
+- 🧩 **TaskList** (`Component`)
+  - 📝 Displays a list of tasks with their status and execution details.
+  - 🏗️ Layer: Component
+  - ⚡ Events: select
+  - ➡️ WRITES_TO `props`
+  - ➡️ WRITES_TO `t`
+  - ⬅️ READS_FROM `t`
+  - ƒ **getStatusColor** (`Function`)
+    - 📝 Returns the CSS color class for a given task status.
+  - ƒ **formatTime** (`Function`)
+    - 📝 Formats a date string using date-fns.
+  - ƒ **handleTaskClick** (`Function`)
+    - 📝 Dispatches a select event when a task is clicked.
+- 🧩 **DynamicForm** (`Component`)
+  - 📝 Generates a form dynamically based on a JSON schema.
+  - 🏗️ Layer: UI
+  - ⚡ Events: submit
+  - ➡️ WRITES_TO `props`
+  - ƒ **handleSubmit** (`Function`)
+    - 📝 Dispatches the submit event with the form data.
+  - ƒ **initializeForm** (`Function`)
+    - 📝 Initialize form data with default values from the schema.
+- 🧩 **EnvSelector** (`Component`)
+  - 📝 Provides a UI component for selecting source and target environments.
+  - 🏗️ Layer: Feature
+  - 🔒 Invariant: Source and target environments must be selectable from the list of configured environments.
+  - ⚡ Events: change
+  - ➡️ WRITES_TO `props`
+  - ➡️ WRITES_TO `t`
+  - ƒ **handleSelect** (`Function`)
+    - 📝 Dispatches the selection change event.
+- 🧩 **ProtectedRoute** (`Component`) `[TRIVIAL]`
+  - 📝 Wraps content to ensure only authenticated users can access it.
+  - 🏗️ Layer: Component
+  - 🔒 Invariant: Redirects to /login if user is not authenticated.
+  - ⬅️ READS_FROM `app`
+  - ⬅️ READS_FROM `auth`
+- 🧩 **TaskLogPanel** (`Component`)
+  - 📝 Combines log filtering and display into a single cohesive dark-themed panel.
+  - 🏗️ Layer: UI
+  - 🔒 Invariant: Must always display logs in chronological order and respect auto-scroll preference.
+  - ⚡ Events: filterChange
+  - ➡️ WRITES_TO `bindable`
+  - ➡️ WRITES_TO `props`
+  - ➡️ WRITES_TO `state`
+- 📦 **TaskLogPanel** (`Module`) `[TRIVIAL]`
+  - 📝 Auto-generated module for frontend/src/components/tasks/TaskLogPanel.svelte
+  - 🏗️ Layer: Unknown
+  - ƒ **filterLogs** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **handleFilterChange** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **scrollToBottom** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **toggleAutoScroll** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 🧩 **LogFilterBar** (`Component`)
+  - 📝 Compact filter toolbar for logs — level, source, and text search in a single dense row.
+  - 🏗️ Layer: UI
+  - ➡️ WRITES_TO `bindable`
+  - ➡️ WRITES_TO `props`
+  - ➡️ WRITES_TO `derived`
+- 📦 **LogFilterBar** (`Module`) `[TRIVIAL]`
+  - 📝 Auto-generated module for frontend/src/components/tasks/LogFilterBar.svelte
+  - 🏗️ Layer: Unknown
+  - ƒ **handleLevelChange** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **handleSourceChange** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **handleSearchChange** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **clearFilters** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 🧩 **LogEntryRow** (`Component`)
+  - 📝 Renders a single log entry with stacked layout optimized for narrow drawer panels.
+  - 🏗️ Layer: UI
+  - ➡️ WRITES_TO `props`
+  - ➡️ WRITES_TO `derived`
+  - ƒ **formatTime** (`Function`)
+    - 📝 Format ISO timestamp to HH:MM:SS */
+- 📦 **TaskResultPanel** (`Module`) `[TRIVIAL]`
+  - 📝 Auto-generated module for frontend/src/components/tasks/TaskResultPanel.svelte
+  - 🏗️ Layer: Unknown
+  - ƒ **statusColor** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 📦 **frontend.src.components.__tests__.task_log_viewer** (`Module`)
+  - 📝 Unit tests for TaskLogViewer component by mounting it and observing the DOM.
+  - 🏗️ Layer: UI (Tests)
+  - 🔒 Invariant: Duplicate logs are never appended. Polling only active for in-progress tasks.
+- 🧩 **FileList** (`Component`)
+  - 📝 Displays a table of files with metadata and actions.
+  - 🏗️ Layer: UI
+  - ⚡ Events: delete, navigate
+  - ➡️ WRITES_TO `props`
+  - ➡️ WRITES_TO `t`
+  - ⬅️ READS_FROM `t`
+  - ƒ **isDirectory** (`Function`)
+    - 📝 Checks if a file object represents a directory.
+  - ƒ **formatSize** (`Function`)
+    - 📝 Formats file size in bytes into a human-readable string.
+  - ƒ **formatDate** (`Function`)
+    - 📝 Formats an ISO date string into a localized readable format.
+- 🧩 **FileUpload** (`Component`)
+  - 📝 Provides a form for uploading files to a specific category.
+  - 🏗️ Layer: UI
+  - ⚡ Events: uploaded
+  - ➡️ WRITES_TO `props`
+  - ➡️ WRITES_TO `state`
+  - ⬅️ READS_FROM `t`
+  - ƒ **handleUpload** (`Function`)
+    - 📝 Handles the file upload process.
+  - ƒ **handleDrop** (`Function`)
+    - 📝 Handles the file drop event for drag-and-drop.
+- 🧩 **ConnectionForm** (`Component`)
+  - 📝 UI component for creating a new database connection configuration.
+  - 🏗️ Layer: UI
+  - ⚡ Events: success
+  - ⬅️ READS_FROM `t`
+  - ➡️ WRITES_TO `t`
+  - ƒ **handleSubmit** (`Function`)
+    - 📝 Submits the connection form to the backend.
+  - ƒ **resetForm** (`Function`)
+    - 📝 Resets the connection form fields to their default values.
+- 🧩 **ConnectionList** (`Component`)
+  - 📝 UI component for listing and deleting saved database connection configurations.
+  - 🏗️ Layer: UI
+  - ⬅️ READS_FROM `t`
+  - ➡️ WRITES_TO `t`
+  - ƒ **fetchConnections** (`Function`)
+    - 📝 Fetches the list of connections from the backend.
+  - ƒ **handleDelete** (`Function`)
+    - 📝 Deletes a connection configuration.
+- 🧩 **MapperTool** (`Component`)
+  - 📝 UI component for mapping dataset column verbose names using the MapperPlugin.
+  - 🏗️ Layer: UI
+  - ⬅️ READS_FROM `t`
+  - ➡️ WRITES_TO `t`
+  - ƒ **fetchData** (`Function`)
+    - 📝 Fetches environments and saved connections.
+  - ƒ **handleRunMapper** (`Function`)
+    - 📝 Triggers the MapperPlugin task.
+  - ƒ **handleGenerateDocs** (`Function`)
+    - 📝 Triggers the LLM Documentation task.
+- 📦 **MapperTool** (`Module`) `[TRIVIAL]`
+  - 📝 Auto-generated module for frontend/src/components/tools/MapperTool.svelte
+  - 🏗️ Layer: Unknown
+  - ƒ **handleApplyDoc** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 🧩 **DebugTool** (`Component`)
+  - 📝 UI component for system diagnostics and debugging API responses.
+  - 🏗️ Layer: UI
+  - ⬅️ READS_FROM `t`
+  - ➡️ WRITES_TO `t`
+  - ƒ **fetchEnvironments** (`Function`)
+    - 📝 Fetches available environments.
+  - ƒ **handleRunDebug** (`Function`)
+    - 📝 Triggers the debug task.
+  - ƒ **startPolling** (`Function`)
+    - 📝 Polls for task completion.
+- 🧩 **CommitHistory** (`Component`)
+  - 📝 Displays the commit history for a specific dashboard.
+  - 🏗️ Layer: Component
+  - ➡️ WRITES_TO `props`
+  - ➡️ WRITES_TO `state`
+  - ⬅️ READS_FROM `t`
+  - ƒ **onMount** (`Function`)
+    - 📝 Load history when component is mounted.
+  - ƒ **loadHistory** (`Function`)
+    - 📝 Fetch commit history from the backend.
+- 🧩 **DeploymentModal** (`Component`)
+  - 📝 Modal for deploying a dashboard to a target environment.
+  - 🏗️ Layer: Component
+  - 🔒 Invariant: Cannot deploy without a selected environment.
+  - ⚡ Events: deploy
+  - ➡️ WRITES_TO `props`
+  - ➡️ WRITES_TO `state`
+  - ⬅️ READS_FROM `effect`
+  - 📦 **loadStatus** (`Watcher`)
+  - ƒ **loadEnvironments** (`Function`)
+    - 📝 Fetch available environments from API.
+  - ƒ **handleDeploy** (`Function`)
+    - 📝 Trigger deployment to selected environment.
+- 🧩 **ConflictResolver** (`Component`)
+  - 📝 UI for resolving merge conflicts (Keep Mine / Keep Theirs).
+  - 🏗️ Layer: Component
+  - 🔒 Invariant: User must resolve all conflicts before saving.
+  - ⚡ Events: resolve
+  - ➡️ WRITES_TO `props`
+  - ➡️ WRITES_TO `state`
+  - ƒ **resolve** (`Function`)
+    - 📝 Set resolution strategy for a file.
+  - ƒ **handleSave** (`Function`)
+    - 📝 Validate and submit resolutions.
+- 🧩 **CommitModal** (`Component`)
+  - 📝 Модальное окно для создания коммита с просмотром изменений (diff).
+  - 🏗️ Layer: Component
+  - ⚡ Events: commit
+  - ➡️ WRITES_TO `props`
+  - ➡️ WRITES_TO `state`
+  - ⬅️ READS_FROM `t`
+  - ƒ **handleGenerateMessage** (`Function`)
+    - 📝 Generates a commit message using LLM.
+  - ƒ **loadStatus** (`Function`)
+    - 📝 Загружает текущий статус репозитория и diff.
+  - ƒ **handleCommit** (`Function`)
+    - 📝 Создает коммит с указанным сообщением.
+- 🧩 **BranchSelector** (`Component`)
+  - 📝 UI для выбора и создания веток Git.
+  - 🏗️ Layer: Component
+  - ⚡ Events: change
+  - ➡️ WRITES_TO `props`
+  - ➡️ WRITES_TO `state`
+  - ⬅️ READS_FROM `t`
+  - ƒ **onMount** (`Function`)
+    - 📝 Load branches when component is mounted.
+  - ƒ **loadBranches** (`Function`)
+    - 📝 Загружает список веток для дашборда.
+  - ƒ **handleSelect** (`Function`)
+    - 📝 Handles branch selection from dropdown.
+  - ƒ **handleCheckout** (`Function`)
+    - 📝 Переключает текущую ветку.
+  - ƒ **handleCreate** (`Function`)
+    - 📝 Создает новую ветку.
+- 🧩 **GitManager** (`Component`)
+  - 📝 Центральный компонент для управления Git-операциями конкретного дашборда.
+  - 🏗️ Layer: Component
+  - ➡️ WRITES_TO `props`
+  - ➡️ WRITES_TO `state`
+  - ⬅️ READS_FROM `t`
+  - ƒ **checkStatus** (`Function`)
+    - 📝 Проверяет, инициализирован ли репозиторий для данного дашборда.
+  - ƒ **handleInit** (`Function`)
+    - 📝 Инициализирует репозиторий для дашборда.
+  - ƒ **handleSync** (`Function`)
+    - 📝 Синхронизирует состояние Superset с локальным Git-репозиторием.
+  - ƒ **handlePush** (`Function`)
+    - 📝 Pushes local commits to the remote repository.
+  - ƒ **handlePull** (`Function`)
+    - 📝 Pulls changes from the remote repository.
+- 🧩 **DocPreview** (`Component`)
+  - 📝 UI component for previewing generated dataset documentation before saving.
+  - 🏗️ Layer: UI
+  - ➡️ WRITES_TO `props`
+  - ➡️ WRITES_TO `derived`
+  - ➡️ WRITES_TO `state`
+- 📦 **DocPreview** (`Module`) `[TRIVIAL]`
+  - 📝 Auto-generated module for frontend/src/components/llm/DocPreview.svelte
+  - 🏗️ Layer: Unknown
+  - ƒ **handleSave** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 🧩 **ProviderConfig** (`Component`)
+  - 📝 UI form for managing LLM provider configurations.
+  - 🏗️ Layer: UI
+  - 📥 Props: providers: any, onSave: any
+  - ➡️ WRITES_TO `t`
+  - ⬅️ READS_FROM `t`
+- 📦 **ProviderConfig** (`Module`) `[TRIVIAL]`
+  - 📝 Auto-generated module for frontend/src/components/llm/ProviderConfig.svelte
+  - 🏗️ Layer: Unknown
+  - ƒ **isMultimodalModel** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **resetForm** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **handleEdit** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **testConnection** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **handleSubmit** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **toggleActive** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 📦 **ValidationReport** (`Module`) `[TRIVIAL]`
+  - 📝 Auto-generated module for frontend/src/components/llm/ValidationReport.svelte
+  - 🏗️ Layer: Unknown
+  - ƒ **getStatusColor** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 📦 **frontend.src.components.llm.__tests__.provider_config_integration** (`Module`)
+  - 📝 Protect edit-button interaction contract in LLM provider settings UI.
+  - 🏗️ Layer: UI Tests
+  - 🔒 Invariant: Edit action keeps explicit click handler and opens normalized edit form.
+  - ƒ **provider_config_edit_contract_tests** (`Function`)
+    - 📝 Validate edit button handler wiring and normalized edit form state mapping.
+- 📦 **test_auth_debug** (`Module`) `[TRIVIAL]`
+  - 📝 Auto-generated module for backend/test_auth_debug.py
+  - 🏗️ Layer: Unknown
+  - ƒ **main** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 📦 **backend.delete_running_tasks** (`Module`)
+  - 📝 Script to delete tasks with RUNNING status from the database.
+  - 🏗️ Layer: Utility
+  - ƒ **delete_running_tasks** (`Function`)
+    - 📝 Delete all tasks with RUNNING status from the database.
+- 📦 **AppModule** (`Module`) `[CRITICAL]`
+  - 📝 The main entry point for the FastAPI application. It initializes the app, configures CORS, sets up dependencies, includes API routers, and defines the WebSocket endpoint for log streaming.
+  - 🏗️ Layer: UI (API)
+  - 🔒 Invariant: All WebSocket connections must be properly cleaned up on disconnect.
+  - 📦 **App** (`Global`)
+    - 📝 The global FastAPI application instance.
+  - ƒ **startup_event** (`Function`)
+    - 📝 Handles application startup tasks, such as starting the scheduler.
+  - ƒ **shutdown_event** (`Function`)
+    - 📝 Handles application shutdown tasks, such as stopping the scheduler.
+  - ƒ **network_error_handler** (`Function`)
+    - 📝 Global exception handler for NetworkError.
+  - ƒ **log_requests** (`Function`)
+    - 📝 Middleware to log incoming HTTP requests and their response status.
+  - 📦 **api.include_routers** (`Action`)
+    - 📝 Registers all API routers with the FastAPI application.
+    - 🏗️ Layer: API
+  - ƒ **websocket_endpoint** (`Function`) `[CRITICAL]`
+    - 📝 Provides a WebSocket endpoint for real-time log streaming of a task with server-side filtering.
+  - 📦 **StaticFiles** (`Mount`)
+    - 📝 Mounts the frontend build directory to serve static assets.
+    - ƒ **serve_spa** (`Function`)
+      - 📝 Serves the SPA frontend for any path not matched by API routes.
+    - ƒ **read_root** (`Function`)
+      - 📝 A simple root endpoint to confirm that the API is running when frontend is missing.
+  - ƒ **matches_filters** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 📦 **Dependencies** (`Module`)
+  - 📝 Manages creation and provision of shared application dependencies, such as PluginLoader and TaskManager, to avoid circular imports.
+  - 🏗️ Layer: Core
+  - ƒ **get_config_manager** (`Function`)
+    - 📝 Dependency injector for ConfigManager.
+  - ƒ **get_plugin_loader** (`Function`)
+    - 📝 Dependency injector for PluginLoader.
+  - ƒ **get_task_manager** (`Function`)
+    - 📝 Dependency injector for TaskManager.
+  - ƒ **get_scheduler_service** (`Function`)
+    - 📝 Dependency injector for SchedulerService.
+  - ƒ **get_resource_service** (`Function`)
+    - 📝 Dependency injector for ResourceService.
+  - ƒ **get_mapping_service** (`Function`)
+    - 📝 Dependency injector for MappingService.
+  - 📦 **oauth2_scheme** (`Variable`)
+    - 📝 OAuth2 password bearer scheme for token extraction.
+  - ƒ **get_current_user** (`Function`)
+    - 📝 Dependency for retrieving currently authenticated user from a JWT.
+  - ƒ **has_permission** (`Function`)
+    - 📝 Dependency for checking if the current user has a specific permission.
+  - ƒ **permission_checker** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 📦 **backend.src.scripts.seed_superset_load_test** (`Module`)
+  - 📝 Creates randomized load-test data in Superset by cloning chart configurations and creating dashboards in target environments.
+  - 🏗️ Layer: Scripts
+  - 🔒 Invariant: Created chart and dashboard names are globally unique for one script run.
+  - ƒ **_parse_args** (`Function`)
+    - 📝 Parses CLI arguments for load-test data generation.
+  - ƒ **_extract_result_payload** (`Function`)
+    - 📝 Normalizes Superset API payloads that may be wrapped in `result`.
+  - ƒ **_extract_created_id** (`Function`)
+    - 📝 Extracts object ID from create/update API response.
+  - ƒ **_generate_unique_name** (`Function`)
+    - 📝 Generates globally unique random names for charts/dashboards.
+  - ƒ **_resolve_target_envs** (`Function`)
+    - 📝 Resolves requested environment IDs from configuration.
+  - ƒ **_build_chart_template_pool** (`Function`)
+    - 📝 Builds a pool of source chart templates to clone in one environment.
+  - ƒ **seed_superset_load_data** (`Function`)
+    - 📝 Creates dashboards and cloned charts for load testing across target environments.
+  - ƒ **main** (`Function`)
+    - 📝 CLI entrypoint for Superset load-test data seeding.
+- 📦 **test_dataset_dashboard_relations** (`Module`) `[TRIVIAL]`
+  - 📝 Auto-generated module for backend/src/scripts/test_dataset_dashboard_relations.py
+  - 🏗️ Layer: Unknown
+  - ƒ **test_dashboard_dataset_relations** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 📦 **backend.src.scripts.migrate_sqlite_to_postgres** (`Module`)
+  - 📝 Migrates legacy config and task history from SQLite/file storage to PostgreSQL.
+  - 🏗️ Layer: Scripts
+  - 🔒 Invariant: Script is idempotent for task_records and app_configurations.
+  - 📦 **Constants** (`Section`)
+  - ƒ **_json_load_if_needed** (`Function`)
+    - 📝 Parses JSON-like values from SQLite TEXT/JSON columns to Python objects.
+  - ƒ **_find_legacy_config_path** (`Function`)
+    - 📝 Resolves the existing legacy config.json path from candidates.
+  - ƒ **_connect_sqlite** (`Function`)
+    - 📝 Opens a SQLite connection with row factory.
+  - ƒ **_ensure_target_schema** (`Function`)
+    - 📝 Ensures required PostgreSQL tables exist before migration.
+  - ƒ **_migrate_config** (`Function`)
+    - 📝 Migrates legacy config.json into app_configurations(global).
+  - ƒ **_migrate_tasks_and_logs** (`Function`)
+    - 📝 Migrates task_records and task_logs from SQLite into PostgreSQL.
+  - ƒ **run_migration** (`Function`)
+    - 📝 Orchestrates migration from SQLite/file to PostgreSQL.
+  - ƒ **main** (`Function`)
+    - 📝 CLI entrypoint.
+- 📦 **backend.src.scripts.seed_permissions** (`Module`)
+  - 📝 Populates the auth database with initial system permissions.
+  - 🏗️ Layer: Scripts
+  - 🔒 Invariant: Safe to run multiple times (idempotent).
+  - 📦 **INITIAL_PERMISSIONS** (`Constant`)
+  - ƒ **seed_permissions** (`Function`)
+    - 📝 Inserts missing permissions into the database.
+- 📦 **backend.src.scripts.init_auth_db** (`Module`)
+  - 📝 Initializes the auth database and creates the necessary tables.
+  - 🏗️ Layer: Scripts
+  - 🔒 Invariant: Safe to run multiple times (idempotent).
+  - 🔗 CALLS -> `backend.src.core.database.init_db`
+  - ƒ **run_init** (`Function`)
+    - 📝 Main entry point for the initialization script.
+- 📦 **backend.src.scripts.create_admin** (`Module`)
+  - 📝 CLI tool for creating the initial admin user.
+  - 🏗️ Layer: Scripts
+  - 🔒 Invariant: Admin user must have the "Admin" role.
+  - ƒ **create_admin** (`Function`)
+    - 📝 Creates an admin user and necessary roles/permissions.
+- 📦 **backend.src.schemas.auth** (`Module`)
+  - 📝 Pydantic schemas for authentication requests and responses.
+  - 🏗️ Layer: API
+  - 🔒 Invariant: Sensitive fields like password must not be included in response schemas.
+  - 🔗 DEPENDS_ON -> `pydantic`
+  - ℂ **Token** (`Class`) `[TRIVIAL]`
+    - 📝 Represents a JWT access token response.
+  - ℂ **TokenData** (`Class`) `[TRIVIAL]`
+    - 📝 Represents the data encoded in a JWT token.
+  - ℂ **PermissionSchema** (`Class`) `[TRIVIAL]`
+    - 📝 Represents a permission in API responses.
+  - ℂ **RoleSchema** (`Class`)
+    - 📝 Represents a role in API responses.
+  - ℂ **RoleCreate** (`Class`)
+    - 📝 Schema for creating a new role.
+  - ℂ **RoleUpdate** (`Class`)
+    - 📝 Schema for updating an existing role.
+  - ℂ **ADGroupMappingSchema** (`Class`)
+    - 📝 Represents an AD Group to Role mapping in API responses.
+  - ℂ **ADGroupMappingCreate** (`Class`)
+    - 📝 Schema for creating an AD Group mapping.
+  - ℂ **UserBase** (`Class`)
+    - 📝 Base schema for user data.
+  - ℂ **UserCreate** (`Class`)
+    - 📝 Schema for creating a new user.
+  - ℂ **UserUpdate** (`Class`)
+    - 📝 Schema for updating an existing user.
+  - ℂ **User** (`Class`)
+    - 📝 Schema for user data in API responses.
+- 📦 **backend.src.core.superset_client** (`Module`)
+  - 📝 Предоставляет высокоуровневый клиент для взаимодействия с Superset REST API, инкапсулируя логику запросов, обработку ошибок и пагинацию.
+  - 🏗️ Layer: Core
+  - 🔒 Invariant: All network operations must use the internal APIClient instance.
+  - ℂ **SupersetClient** (`Class`)
+    - 📝 Класс-обёртка над Superset REST API, предоставляющий методы для работы с дашбордами и датасетами.
+    - ƒ **__init__** (`Function`)
+      - 📝 Инициализирует клиент, проверяет конфигурацию и создает сетевой клиент.
+    - ƒ **authenticate** (`Function`)
+      - 📝 Authenticates the client using the configured credentials.
+    - ƒ **headers** (`Function`)
+      - 📝 Возвращает базовые HTTP-заголовки, используемые сетевым клиентом.
+    - ƒ **get_dashboards** (`Function`)
+      - 📝 Получает полный список дашбордов, автоматически обрабатывая пагинацию.
+    - ƒ **get_dashboards_summary** (`Function`)
+      - 📝 Fetches dashboard metadata optimized for the grid.
+    - ƒ **get_dashboard** (`Function`)
+      - 📝 Fetches a single dashboard by ID.
+    - ƒ **get_chart** (`Function`)
+      - 📝 Fetches a single chart by ID.
+    - ƒ **get_dashboard_detail** (`Function`)
+      - 📝 Fetches detailed dashboard information including related charts and datasets.
+    - ƒ **_extract_chart_ids_from_layout** (`Function`)
+      - 📝 Traverses dashboard layout metadata and extracts chart IDs from common keys.
+    - ƒ **export_dashboard** (`Function`)
+      - 📝 Экспортирует дашборд в виде ZIP-архива.
+    - ƒ **import_dashboard** (`Function`)
+      - 📝 Импортирует дашборд из ZIP-файла.
+    - ƒ **delete_dashboard** (`Function`)
+      - 📝 Удаляет дашборд по его ID или slug.
+    - ƒ **get_datasets** (`Function`)
+      - 📝 Получает полный список датасетов, автоматически обрабатывая пагинацию.
+    - ƒ **get_datasets_summary** (`Function`)
+      - 📝 Fetches dataset metadata optimized for the Dataset Hub grid.
+    - ƒ **get_dataset_detail** (`Function`)
+      - 📝 Fetches detailed dataset information including columns and linked dashboards
+      - 🔗 CALLS -> `self.get_dataset`
+      - 🔗 CALLS -> `self.network.request (for related_objects)`
+    - ƒ **get_dataset** (`Function`)
+      - 📝 Получает информацию о конкретном датасете по его ID.
+    - ƒ **update_dataset** (`Function`)
+      - 📝 Обновляет данные датасета по его ID.
+    - ƒ **get_databases** (`Function`)
+      - 📝 Получает полный список баз данных.
+    - ƒ **get_database** (`Function`)
+      - 📝 Получает информацию о конкретной базе данных по её ID.
+    - ƒ **get_databases_summary** (`Function`)
+      - 📝 Fetch a summary of databases including uuid, name, and engine.
+    - ƒ **get_database_by_uuid** (`Function`)
+      - 📝 Find a database by its UUID.
+    - ƒ **_resolve_target_id_for_delete** (`Function`)
+      - 📝 Resolves a dashboard ID from either an ID or a slug.
+    - ƒ **_do_import** (`Function`)
+      - 📝 Performs the actual multipart upload for import.
+    - ƒ **_validate_export_response** (`Function`)
+      - 📝 Validates that the export response is a non-empty ZIP archive.
+    - ƒ **_resolve_export_filename** (`Function`)
+      - 📝 Determines the filename for an exported dashboard.
+    - ƒ **_validate_query_params** (`Function`)
+      - 📝 Ensures query parameters have default page and page_size.
+    - ƒ **_fetch_total_object_count** (`Function`)
+      - 📝 Fetches the total number of items for a given endpoint.
+    - ƒ **_fetch_all_pages** (`Function`)
+      - 📝 Iterates through all pages to collect all data items.
+    - ƒ **_validate_import_file** (`Function`)
+      - 📝 Validates that the file to be imported is a valid ZIP with metadata.yaml.
+    - ƒ **get_all_resources** (`Function`)
+      - 📝 Fetches all resources of a given type with id, uuid, and name columns.
+  - ƒ **extract_dataset_id_from_form_data** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **walk** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **as_bool** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 📦 **ConfigManagerModule** (`Module`)
+  - 📝 Manages application configuration persisted in database with one-time migration from JSON.
+  - 🏗️ Layer: Core
+  - 🔒 Invariant: Configuration must always be valid according to AppConfig model.
+  - 🔗 DEPENDS_ON -> `ConfigModels`
+  - 🔗 DEPENDS_ON -> `AppConfigRecord`
+  - 🔗 CALLS -> `logger`
+  - ℂ **ConfigManager** (`Class`)
+    - 📝 A class to handle application configuration persistence and management.
+    - ƒ **__init__** (`Function`)
+      - 📝 Initializes the ConfigManager.
+    - ƒ **_default_config** (`Function`)
+      - 📝 Returns default application configuration.
+    - ƒ **_load_from_legacy_file** (`Function`)
+      - 📝 Loads legacy configuration from config.json for migration fallback.
+    - ƒ **_get_record** (`Function`)
+      - 📝 Loads config record from DB.
+    - ƒ **_load_config** (`Function`)
+      - 📝 Loads the configuration from DB or performs one-time migration from JSON file.
+    - ƒ **_save_config_to_db** (`Function`)
+      - 📝 Saves the provided configuration object to DB.
+    - ƒ **save** (`Function`)
+      - 📝 Saves the current configuration state to DB.
+    - ƒ **get_config** (`Function`)
+      - 📝 Returns the current configuration.
+    - ƒ **update_global_settings** (`Function`)
+      - 📝 Updates the global settings and persists the change.
+    - ƒ **validate_path** (`Function`)
+      - 📝 Validates if a path exists and is writable.
+    - ƒ **get_environments** (`Function`)
+      - 📝 Returns the list of configured environments.
+    - ƒ **has_environments** (`Function`)
+      - 📝 Checks if at least one environment is configured.
+    - ƒ **get_environment** (`Function`)
+      - 📝 Returns a single environment by ID.
+    - ƒ **add_environment** (`Function`)
+      - 📝 Adds a new environment to the configuration.
+    - ƒ **update_environment** (`Function`)
+      - 📝 Updates an existing environment.
+    - ƒ **delete_environment** (`Function`)
+      - 📝 Deletes an environment by ID.
+- 📦 **SchedulerModule** (`Module`)
+  - 📝 Manages scheduled tasks using APScheduler.
+  - 🏗️ Layer: Core
+  - ℂ **SchedulerService** (`Class`)
+    - 📝 Provides a service to manage scheduled backup tasks.
+    - ƒ **__init__** (`Function`)
+      - 📝 Initializes the scheduler service with task and config managers.
+    - ƒ **start** (`Function`)
+      - 📝 Starts the background scheduler and loads initial schedules.
+    - ƒ **stop** (`Function`)
+      - 📝 Stops the background scheduler.
+    - ƒ **load_schedules** (`Function`)
+      - 📝 Loads backup schedules from configuration and registers them.
+    - ƒ **add_backup_job** (`Function`)
+      - 📝 Adds a scheduled backup job for an environment.
+    - ƒ **_trigger_backup** (`Function`)
+      - 📝 Triggered by the scheduler to start a backup task.
+- 📦 **ConfigModels** (`Module`)
+  - 📝 Defines the data models for application configuration using Pydantic.
+  - 🏗️ Layer: Core
+  - 📦 **Schedule** (`DataClass`)
+    - 📝 Represents a backup schedule configuration.
+  - 📦 **Environment** (`DataClass`)
+    - 📝 Represents a Superset environment configuration.
+  - 📦 **LoggingConfig** (`DataClass`)
+    - 📝 Defines the configuration for the application's logging system.
+  - 📦 **GlobalSettings** (`DataClass`)
+    - 📝 Represents global application settings.
+  - 📦 **AppConfig** (`DataClass`)
+    - 📝 The root configuration model containing all application settings.
+- 📦 **backend.src.core.database** (`Module`)
+  - 📝 Configures database connection and session management (PostgreSQL-first).
+  - 🏗️ Layer: Core
+  - 🔒 Invariant: A single engine instance is used for the entire application.
+  - 🔗 DEPENDS_ON -> `sqlalchemy`
+  - 🔗 DEPENDS_ON -> `backend.src.models.mapping`
+  - 🔗 DEPENDS_ON -> `backend.src.core.auth.config`
+  - 📦 **BASE_DIR** (`Variable`)
+    - 📝 Base directory for the backend.
+  - 📦 **DATABASE_URL** (`Constant`)
+    - 📝 URL for the main application database.
+  - 📦 **TASKS_DATABASE_URL** (`Constant`)
+    - 📝 URL for the tasks execution database.
+  - 📦 **AUTH_DATABASE_URL** (`Constant`)
+    - 📝 URL for the authentication database.
+  - 📦 **engine** (`Variable`)
+    - 📝 SQLAlchemy engine for mappings database.
+  - 📦 **tasks_engine** (`Variable`)
+    - 📝 SQLAlchemy engine for tasks database.
+  - 📦 **auth_engine** (`Variable`)
+    - 📝 SQLAlchemy engine for authentication database.
+  - ℂ **SessionLocal** (`Class`) `[TRIVIAL]`
+    - 📝 A session factory for the main mappings database.
+  - ℂ **TasksSessionLocal** (`Class`) `[TRIVIAL]`
+    - 📝 A session factory for the tasks execution database.
+  - ℂ **AuthSessionLocal** (`Class`) `[TRIVIAL]`
+    - 📝 A session factory for the authentication database.
+  - ƒ **init_db** (`Function`)
+    - 📝 Initializes the database by creating all tables.
+  - ƒ **get_db** (`Function`)
+    - 📝 Dependency for getting a database session.
+  - ƒ **get_tasks_db** (`Function`)
+    - 📝 Dependency for getting a tasks database session.
+  - ƒ **get_auth_db** (`Function`)
+    - 📝 Dependency for getting an authentication database session.
+  - ƒ **_build_engine** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 📦 **LoggerModule** (`Module`)
+  - 📝 Configures the application's logging system, including a custom handler for buffering logs and streaming them over WebSockets.
+  - 🏗️ Layer: Core
+  - ℂ **BeliefFormatter** (`Class`)
+    - 📝 Custom logging formatter that adds belief state prefixes to log messages.
+    - ƒ **format** (`Function`)
+      - 📝 Formats the log record, adding belief state context if available.
+  - ℂ **LogEntry** (`Class`)
+    - 📝 A Pydantic model representing a single, structured log entry. This is a re-definition for consistency, as it's also defined in task_manager.py.
+  - ƒ **belief_scope** (`Function`)
+    - 📝 Context manager for structured Belief State logging.
+  - ƒ **configure_logger** (`Function`)
+    - 📝 Configures the logger with the provided logging settings.
+  - ƒ **get_task_log_level** (`Function`)
+    - 📝 Returns the current task log level filter.
+  - ƒ **should_log_task_level** (`Function`)
+    - 📝 Checks if a log level should be recorded based on task_log_level setting.
+  - ℂ **WebSocketLogHandler** (`Class`)
+    - 📝 A custom logging handler that captures log records into a buffer. It is designed to be extended for real-time log streaming over WebSockets.
+    - ƒ **__init__** (`Function`)
+      - 📝 Initializes the handler with a fixed-capacity buffer.
+    - ƒ **emit** (`Function`)
+      - 📝 Captures a log record, formats it, and stores it in the buffer.
+    - ƒ **get_recent_logs** (`Function`)
+      - 📝 Returns a list of recent log entries from the buffer.
+  - 📦 **Logger** (`Global`)
+    - 📝 The global logger instance for the application, configured with both a console handler and the custom WebSocket handler.
+    - ƒ **believed** (`Function`)
+      - 📝 A decorator that wraps a function in a belief scope.
+      - ƒ **decorator** (`Function`)
+        - 📝 Internal decorator for belief scope.
+    - ƒ **explore** (`Function`)
+      - 📝 Logs an EXPLORE message (Van der Waals force) for searching, alternatives, and hypotheses.
+    - ƒ **reason** (`Function`)
+      - 📝 Logs a REASON message (Covalent bond) for strict deduction and core logic.
+    - ƒ **reflect** (`Function`)
+      - 📝 Logs a REFLECT message (Hydrogen bond) for self-check and structural validation.
+- ℂ **PluginLoader** (`Class`)
+  - 📝 Scans a specified directory for Python modules, dynamically loads them, and registers any classes that are valid implementations of the PluginBase interface.
+  - 🏗️ Layer: Core
+  - ƒ **__init__** (`Function`)
+    - 📝 Initializes the PluginLoader with a directory to scan.
+  - ƒ **_load_plugins** (`Function`)
+    - 📝 Scans the plugin directory and loads all valid plugins.
+  - ƒ **_load_module** (`Function`)
+    - 📝 Loads a single Python module and discovers PluginBase implementations.
+  - ƒ **_register_plugin** (`Function`)
+    - 📝 Registers a PluginBase instance and its configuration.
+  - ƒ **get_plugin** (`Function`)
+    - 📝 Retrieves a loaded plugin instance by its ID.
+  - ƒ **get_all_plugin_configs** (`Function`)
+    - 📝 Returns a list of all registered plugin configurations.
+  - ƒ **has_plugin** (`Function`)
+    - 📝 Checks if a plugin with the given ID is registered.
+- 📦 **backend.src.core.migration_engine** (`Module`)
+  - 📝 Handles the interception and transformation of Superset asset ZIP archives.
+  - 🏗️ Layer: Core
+  - 🔒 Invariant: ZIP structure must be preserved after transformation.
+  - 🔗 DEPENDS_ON -> `PyYAML`
+  - ℂ **MigrationEngine** (`Class`)
+    - 📝 Engine for transforming Superset export ZIPs.
+    - ƒ **__init__** (`Function`)
+      - 📝 Initializes the migration engine with optional ID mapping service.
+    - ƒ **transform_zip** (`Function`)
+      - 📝 Extracts ZIP, replaces database UUIDs in YAMLs, patches cross-filters, and re-packages.
+    - ƒ **_transform_yaml** (`Function`)
+      - 📝 Replaces database_uuid in a single YAML file.
+    - ƒ **_extract_chart_uuids_from_archive** (`Function`)
+      - 📝 Scans the unpacked ZIP to map local exported integer IDs back to their UUIDs.
+    - ƒ **_patch_dashboard_metadata** (`Function`)
+      - 📝 Replaces integer IDs in json_metadata.
+- ℂ **PluginBase** (`Class`)
+  - 📝 Defines the abstract base class that all plugins must implement to be recognized by the system. It enforces a common structure for plugin metadata and execution.
+  - 🏗️ Layer: Core
+  - 🔒 Invariant: All plugins MUST inherit from this class.
+  - ƒ **id** (`Function`)
+    - 📝 Returns the unique identifier for the plugin.
+  - ƒ **name** (`Function`)
+    - 📝 Returns the human-readable name of the plugin.
+  - ƒ **description** (`Function`)
+    - 📝 Returns a brief description of the plugin.
+  - ƒ **version** (`Function`)
+    - 📝 Returns the version of the plugin.
+  - ƒ **required_permission** (`Function`)
+    - 📝 Returns the required permission string to execute this plugin.
+  - ƒ **ui_route** (`Function`)
+    - 📝 Returns the frontend route for the plugin's UI, if applicable.
+  - ƒ **get_schema** (`Function`)
+    - 📝 Returns the JSON schema for the plugin's input parameters.
+  - ƒ **execute** (`Function`)
+    - 📝 Executes the plugin's core logic.
+- ℂ **PluginConfig** (`Class`)
+  - 📝 A Pydantic model used to represent the validated configuration and metadata of a loaded plugin. This object is what gets exposed to the API layer.
+  - 🏗️ Layer: Core
+- 📦 **backend.src.core.mapping_service** (`Module`) `[CRITICAL]`
+  - 📝 Service for tracking and synchronizing Superset Resource IDs (UUID <-> Integer ID)
+  - 🏗️ Layer: Core
+  - 🔒 Invariant: sync_environment must handle remote API failures gracefully.
+  - 🔗 DEPENDS_ON -> `backend.src.models.mapping (ResourceMapping, ResourceType)`
+  - 🔗 DEPENDS_ON -> `backend.src.core.logger`
+  - ℂ **IdMappingService** (`Class`) `[CRITICAL]`
+    - 📝 Service handling the cataloging and retrieval of remote Superset Integer IDs.
+    - ƒ **__init__** (`Function`)
+      - 📝 Initializes the mapping service.
+    - ƒ **start_scheduler** (`Function`)
+      - 📝 Starts the background scheduler with a given cron string.
+    - ƒ **sync_environment** (`Function`)
+      - 📝 Fully synchronizes mapping for a specific environment.
+    - ƒ **get_remote_id** (`Function`)
+      - 📝 Retrieves the remote integer ID for a given universal UUID.
+    - ƒ **get_remote_ids_batch** (`Function`)
+      - 📝 Retrieves remote integer IDs for a list of universal UUIDs efficiently.
+  - ƒ **sync_all** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 📦 **backend.src.core.auth.config** (`Module`)
+  - 📝 Centralized configuration for authentication and authorization.
+  - 🏗️ Layer: Core
+  - 🔒 Invariant: All sensitive configuration must have defaults or be loaded from environment.
+  - 🔗 DEPENDS_ON -> `pydantic`
+  - ℂ **AuthConfig** (`Class`)
+    - 📝 Holds authentication-related settings.
+  - 📦 **auth_config** (`Variable`)
+    - 📝 Singleton instance of AuthConfig.
+- 📦 **backend.src.core.auth.jwt** (`Module`)
+  - 📝 JWT token generation and validation logic.
+  - 🏗️ Layer: Core
+  - 🔒 Invariant: Tokens must include expiration time and user identifier.
+  - 🔗 DEPENDS_ON -> `jose`
+  - ƒ **create_access_token** (`Function`)
+    - 📝 Generates a new JWT access token.
+  - ƒ **decode_token** (`Function`)
+    - 📝 Decodes and validates a JWT token.
+- 📦 **backend.src.core.auth.oauth** (`Module`)
+  - 📝 ADFS OIDC configuration and client using Authlib.
+  - 🏗️ Layer: Core
+  - 🔒 Invariant: Must use secure OIDC flows.
+  - 🔗 DEPENDS_ON -> `authlib`
+  - 📦 **oauth** (`Variable`)
+    - 📝 Global Authlib OAuth registry.
+  - ƒ **register_adfs** (`Function`)
+    - 📝 Registers the ADFS OIDC client.
+  - ƒ **is_adfs_configured** (`Function`)
+    - 📝 Checks if ADFS is properly configured.
+- 📦 **backend.src.core.auth.logger** (`Module`)
+  - 📝 Audit logging for security-related events.
+  - 🏗️ Layer: Core
+  - 🔒 Invariant: Must not log sensitive data like passwords or full tokens.
+  - ƒ **log_security_event** (`Function`)
+    - 📝 Logs a security-related event for audit trails.
+- 📦 **backend.src.core.auth.security** (`Module`)
+  - 📝 Utility for password hashing and verification using Passlib.
+  - 🏗️ Layer: Core
+  - 🔒 Invariant: Uses bcrypt for hashing with standard work factor.
+  - 🔗 DEPENDS_ON -> `passlib`
+  - ƒ **verify_password** (`Function`)
+    - 📝 Verifies a plain password against a hashed password.
+  - ƒ **get_password_hash** (`Function`)
+    - 📝 Generates a bcrypt hash for a plain password.
+- 📦 **backend.src.core.auth.repository** (`Module`)
+  - 📝 Data access layer for authentication-related entities.
+  - 🏗️ Layer: Core
+  - 🔒 Invariant: All database operations must be performed within a session.
+  - 🔗 DEPENDS_ON -> `sqlalchemy`
+  - ℂ **AuthRepository** (`Class`)
+    - 📝 Encapsulates database operations for authentication.
+    - ƒ **__init__** (`Function`)
+      - 📝 Initializes the repository with a database session.
+    - ƒ **get_user_by_username** (`Function`)
+      - 📝 Retrieves a user by their username.
+    - ƒ **get_user_by_id** (`Function`)
+      - 📝 Retrieves a user by their unique ID.
+    - ƒ **get_role_by_name** (`Function`)
+      - 📝 Retrieves a role by its name.
+    - ƒ **update_last_login** (`Function`)
+      - 📝 Updates the last_login timestamp for a user.
+    - ƒ **get_role_by_id** (`Function`)
+      - 📝 Retrieves a role by its unique ID.
+    - ƒ **get_permission_by_id** (`Function`)
+      - 📝 Retrieves a permission by its unique ID.
+    - ƒ **get_permission_by_resource_action** (`Function`)
+      - 📝 Retrieves a permission by resource and action.
+    - ƒ **list_permissions** (`Function`)
+      - 📝 Lists all available permissions.
+- 📦 **test_auth** (`Module`)
+  - 📝 Unit tests for authentication module
+  - 🏗️ Layer: Domain
+  - ƒ **db_session** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **auth_service** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **auth_repo** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_create_user** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_authenticate_user** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_create_session** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_role_permission_association** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_user_role_association** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_ad_group_mapping** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_authenticate_user_updates_last_login** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_authenticate_inactive_user** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_verify_password_empty_hash** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_provision_adfs_user_new** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_provision_adfs_user_existing** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 📦 **backend.core.utils.fileio** (`Module`)
+  - 📝 Предоставляет набор утилит для управления файловыми операциями, включая работу с временными файлами, архивами ZIP, файлами YAML и очистку директорий.
+  - 🏗️ Layer: Infra
+  - 🔗 DEPENDS_ON -> `backend.src.core.logger`
+  - 🔗 DEPENDS_ON -> `pyyaml`
+  - ℂ **InvalidZipFormatError** (`Class`)
+    - 📝 Exception raised when a file is not a valid ZIP archive.
+  - ƒ **create_temp_file** (`Function`)
+    - 📝 Контекстный менеджер для создания временного файла или директории с гарантированным удалением.
+  - ƒ **remove_empty_directories** (`Function`)
+    - 📝 Рекурсивно удаляет все пустые поддиректории, начиная с указанного пути.
+  - ƒ **read_dashboard_from_disk** (`Function`)
+    - 📝 Читает бинарное содержимое файла с диска.
+  - ƒ **calculate_crc32** (`Function`)
+    - 📝 Вычисляет контрольную сумму CRC32 для файла.
+  - 📦 **RetentionPolicy** (`DataClass`)
+    - 📝 Определяет политику хранения для архивов (ежедневные, еженедельные, ежемесячные).
+  - ƒ **archive_exports** (`Function`)
+    - 📝 Управляет архивом экспортированных файлов, применяя политику хранения и дедупликацию.
+    - 🔗 CALLS -> `apply_retention_policy`
+    - 🔗 CALLS -> `calculate_crc32`
+  - ƒ **apply_retention_policy** (`Function`)
+    - 📝 (Helper) Применяет политику хранения к списку файлов, возвращая те, что нужно сохранить.
+  - ƒ **save_and_unpack_dashboard** (`Function`)
+    - 📝 Сохраняет бинарное содержимое ZIP-архива на диск и опционально распаковывает его.
+  - ƒ **update_yamls** (`Function`)
+    - 📝 Обновляет конфигурации в YAML-файлах, заменяя значения или применяя regex.
+    - 🔗 CALLS -> `_update_yaml_file`
+  - ƒ **_update_yaml_file** (`Function`)
+    - 📝 (Helper) Обновляет один YAML файл.
+    - ƒ **replacer** (`Function`)
+      - 📝 Функция замены, сохраняющая кавычки если они были.
+  - ƒ **create_dashboard_export** (`Function`)
+    - 📝 Создает ZIP-архив из указанных исходных путей.
+  - ƒ **sanitize_filename** (`Function`)
+    - 📝 Очищает строку от символов, недопустимых в именах файлов.
+  - ƒ **get_filename_from_headers** (`Function`)
+    - 📝 Извлекает имя файла из HTTP заголовка 'Content-Disposition'.
+  - ƒ **consolidate_archive_folders** (`Function`)
+    - 📝 Консолидирует директории архивов на основе общего слага в имени.
+- 📦 **backend.core.utils.network** (`Module`)
+  - 📝 Инкапсулирует низкоуровневую HTTP-логику для взаимодействия с Superset API, включая аутентификацию, управление сессией, retry-логику и обработку ошибок.
+  - 🏗️ Layer: Infra
+  - 🔗 DEPENDS_ON -> `backend.src.core.logger`
+  - 🔗 DEPENDS_ON -> `requests`
+  - ℂ **SupersetAPIError** (`Class`)
+    - 📝 Base exception for all Superset API related errors.
+    - ƒ **__init__** (`Function`)
+      - 📝 Initializes the exception with a message and context.
+  - ℂ **AuthenticationError** (`Class`)
+    - 📝 Exception raised when authentication fails.
+    - ƒ **__init__** (`Function`)
+      - 📝 Initializes the authentication error.
+  - ℂ **PermissionDeniedError** (`Class`)
+    - 📝 Exception raised when access is denied.
+    - ƒ **__init__** (`Function`)
+      - 📝 Initializes the permission denied error.
+  - ℂ **DashboardNotFoundError** (`Class`)
+    - 📝 Exception raised when a dashboard cannot be found.
+    - ƒ **__init__** (`Function`)
+      - 📝 Initializes the not found error with resource ID.
+  - ℂ **NetworkError** (`Class`)
+    - 📝 Exception raised when a network level error occurs.
+    - ƒ **__init__** (`Function`)
+      - 📝 Initializes the network error.
+  - ℂ **APIClient** (`Class`)
+    - 📝 Инкапсулирует HTTP-логику для работы с API, включая сессии, аутентификацию, и обработку запросов.
+    - ƒ **__init__** (`Function`)
+      - 📝 Инициализирует API клиент с конфигурацией, сессией и логгером.
+    - ƒ **_init_session** (`Function`)
+      - 📝 Создает и настраивает `requests.Session` с retry-логикой.
+    - ƒ **authenticate** (`Function`)
+      - 📝 Выполняет аутентификацию в Superset API и получает access и CSRF токены.
+    - ƒ **headers** (`Function`)
+      - 📝 Возвращает HTTP-заголовки для аутентифицированных запросов.
+    - ƒ **request** (`Function`)
+      - 📝 Выполняет универсальный HTTP-запрос к API.
+    - ƒ **_handle_http_error** (`Function`)
+      - 📝 (Helper) Преобразует HTTP ошибки в кастомные исключения.
+    - ƒ **_handle_network_error** (`Function`)
+      - 📝 (Helper) Преобразует сетевые ошибки в `NetworkError`.
+    - ƒ **upload_file** (`Function`)
+      - 📝 Загружает файл на сервер через multipart/form-data.
+    - ƒ **_perform_upload** (`Function`)
+      - 📝 (Helper) Выполняет POST запрос с файлом.
+    - ƒ **fetch_paginated_count** (`Function`)
+      - 📝 Получает общее количество элементов для пагинации.
+    - ƒ **fetch_paginated_data** (`Function`)
+      - 📝 Автоматически собирает данные со всех страниц пагинированного эндпоинта.
+  - ƒ **init_poolmanager** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 📦 **backend.src.core.utils.matching** (`Module`)
+  - 📝 Provides utility functions for fuzzy matching database names.
+  - 🏗️ Layer: Core
+  - 🔒 Invariant: Confidence scores are returned as floats between 0.0 and 1.0.
+  - 🔗 DEPENDS_ON -> `rapidfuzz`
+  - ƒ **suggest_mappings** (`Function`)
+    - 📝 Suggests mappings between source and target databases using fuzzy matching.
+- 📦 **backend.core.utils.dataset_mapper** (`Module`)
+  - 📝 Этот модуль отвечает за обновление метаданных (verbose_map) в датасетах Superset, извлекая их из PostgreSQL или XLSX-файлов.
+  - 🏗️ Layer: Domain
+  - 🔗 DEPENDS_ON -> `backend.core.superset_client`
+  - 🔗 DEPENDS_ON -> `pandas`
+  - 🔗 DEPENDS_ON -> `psycopg2`
+  - ℂ **DatasetMapper** (`Class`)
+    - 📝 Класс для меппинга и обновления verbose_map в датасетах Superset.
+    - ƒ **__init__** (`Function`)
+      - 📝 Initializes the mapper.
+    - ƒ **get_postgres_comments** (`Function`)
+      - 📝 Извлекает комментарии к колонкам из системного каталога PostgreSQL.
+    - ƒ **load_excel_mappings** (`Function`)
+      - 📝 Загружает меппинги 'column_name' -> 'column_comment' из XLSX файла.
+    - ƒ **run_mapping** (`Function`)
+      - 📝 Основная функция для выполнения меппинга и обновления verbose_map датасета в Superset.
+      - 🔗 CALLS -> `self.get_postgres_comments`
+      - 🔗 CALLS -> `self.load_excel_mappings`
+      - 🔗 CALLS -> `superset_client.get_dataset`
+      - 🔗 CALLS -> `superset_client.update_dataset`
+- 📦 **test_logger** (`Module`)
+  - 📝 Unit tests for logger module
+  - 🏗️ Layer: Infra
+  - ƒ **test_belief_scope_logs_entry_action_exit_at_debug** (`Function`)
+    - 📝 Test that belief_scope generates [ID][Entry], [ID][Action], and [ID][Exit] logs at DEBUG level.
+  - ƒ **test_belief_scope_error_handling** (`Function`)
+    - 📝 Test that belief_scope logs Coherence:Failed on exception.
+  - ƒ **test_belief_scope_success_coherence** (`Function`)
+    - 📝 Test that belief_scope logs Coherence:OK on success.
+  - ƒ **test_belief_scope_not_visible_at_info** (`Function`)
+    - 📝 Test that belief_scope Entry/Exit/Coherence logs are NOT visible at INFO level.
+  - ƒ **test_task_log_level_default** (`Function`)
+    - 📝 Test that default task log level is INFO.
+  - ƒ **test_should_log_task_level** (`Function`)
+    - 📝 Test that should_log_task_level correctly filters log levels.
+  - ƒ **test_configure_logger_task_log_level** (`Function`)
+    - 📝 Test that configure_logger updates task_log_level.
+  - ƒ **test_enable_belief_state_flag** (`Function`)
+    - 📝 Test that enable_belief_state flag controls belief_scope logging.
+    - ƒ **test_belief_scope_missing_anchor** (`Function`)
+      - 📝 Test @PRE condition: anchor_id must be provided
+    - ƒ **test_configure_logger_post_conditions** (`Function`)
+      - 📝 Test @POST condition: Logger level, handlers, belief state flag, and task log level are updated.
+  - ƒ **reset_logger_state** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 📦 **TaskLoggerModule** (`Module`) `[CRITICAL]`
+  - 📝 Provides a dedicated logger for tasks with automatic source attribution.
+  - 🏗️ Layer: Core
+  - 🔒 Invariant: Each TaskLogger instance is bound to a specific task_id and default source.
+  - 🔗 DEPENDS_ON -> `TaskManager, CALLS -> TaskManager._add_log`
+  - ℂ **TaskLogger** (`Class`) `[CRITICAL]`
+    - 📝 A wrapper around TaskManager._add_log that carries task_id and source context.
+    - 🔒 Invariant: All log calls include the task_id and source.
+    - ƒ **__init__** (`Function`)
+      - 📝 Initialize the TaskLogger with task context.
+    - ƒ **with_source** (`Function`)
+      - 📝 Create a sub-logger with a different default source.
+    - ƒ **_log** (`Function`)
+      - 📝 Internal method to log a message at a given level.
+    - ƒ **debug** (`Function`)
+      - 📝 Log a DEBUG level message.
+    - ƒ **info** (`Function`)
+      - 📝 Log an INFO level message.
+    - ƒ **warning** (`Function`)
+      - 📝 Log a WARNING level message.
+    - ƒ **error** (`Function`)
+      - 📝 Log an ERROR level message.
+    - ƒ **progress** (`Function`)
+      - 📝 Log a progress update with percentage.
+- 📦 **TaskPersistenceModule** (`Module`) `[CRITICAL]`
+  - 📝 Handles the persistence of tasks using SQLAlchemy and the tasks.db database.
+  - 🏗️ Layer: Core
+  - 🔒 Invariant: Database schema must match the TaskRecord model structure.
+  - ℂ **TaskPersistenceService** (`Class`) `[CRITICAL]`
+    - 📝 Provides methods to save and load tasks from the tasks.db database using SQLAlchemy.
+    - 🔒 Invariant: Persistence must handle potentially missing task fields natively.
+    - ƒ **_json_load_if_needed** (`Function`)
+      - 📝 Safely load JSON strings from DB if necessary
+    - ƒ **_parse_datetime** (`Function`)
+      - 📝 Safely parse a datetime string from the database
+    - ƒ **_resolve_environment_id** (`Function`)
+      - 📝 Resolve environment id based on provided value or fallback to default
+    - ƒ **__init__** (`Function`)
+      - 📝 Initializes the persistence service.
+    - ƒ **persist_task** (`Function`)
+      - 📝 Persists or updates a single task in the database.
+    - ƒ **persist_tasks** (`Function`)
+      - 📝 Persists multiple tasks.
+    - ƒ **load_tasks** (`Function`)
+      - 📝 Loads tasks from the database.
+    - ƒ **delete_tasks** (`Function`)
+      - 📝 Deletes specific tasks from the database.
+  - ℂ **TaskLogPersistenceService** (`Class`) `[CRITICAL]`
+    - 📝 Provides methods to save and query task logs from the task_logs table.
+    - 🔒 Invariant: Log entries are batch-inserted for performance.
+    - 🔗 DEPENDS_ON -> `TaskLogRecord`
+    - ƒ **__init__** (`Function`)
+      - 📝 Initializes the TaskLogPersistenceService
+    - ƒ **add_logs** (`Function`)
+      - 📝 Batch insert log entries for a task.
+    - ƒ **get_logs** (`Function`)
+      - 📝 Query logs for a task with filtering and pagination.
+    - ƒ **get_log_stats** (`Function`)
+      - 📝 Get statistics about logs for a task.
+    - ƒ **get_sources** (`Function`)
+      - 📝 Get unique sources for a task's logs.
+    - ƒ **delete_logs_for_task** (`Function`)
+      - 📝 Delete all logs for a specific task.
+    - ƒ **delete_logs_for_tasks** (`Function`)
+      - 📝 Delete all logs for multiple tasks.
+  - ƒ **json_serializable** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 📦 **TaskManagerModule** (`Module`) `[CRITICAL]`
+  - 📝 Manages the lifecycle of tasks, including their creation, execution, and state tracking. It uses a thread pool to run plugins asynchronously.
+  - 🏗️ Layer: Core
+  - 🔒 Invariant: Task IDs are unique.
+  - ℂ **TaskManager** (`Class`) `[CRITICAL]`
+    - 📝 Manages the lifecycle of tasks, including their creation, execution, and state tracking.
+    - 🔒 Invariant: Log entries are never deleted after being added to a task.
+    - ƒ **__init__** (`Function`)
+      - 📝 Initialize the TaskManager with dependencies.
+    - ƒ **_flusher_loop** (`Function`)
+      - 📝 Background thread that periodically flushes log buffer to database.
+    - ƒ **_flush_logs** (`Function`)
+      - 📝 Flush all buffered logs to the database.
+    - ƒ **_flush_task_logs** (`Function`)
+      - 📝 Flush logs for a specific task immediately.
+    - ƒ **create_task** (`Function`)
+      - 📝 Creates and queues a new task for execution.
+    - ƒ **_run_task** (`Function`)
+      - 📝 Internal method to execute a task with TaskContext support.
+    - ƒ **resolve_task** (`Function`)
+      - 📝 Resumes a task that is awaiting mapping.
+    - ƒ **wait_for_resolution** (`Function`)
+      - 📝 Pauses execution and waits for a resolution signal.
+    - ƒ **wait_for_input** (`Function`)
+      - 📝 Pauses execution and waits for user input.
+    - ƒ **get_task** (`Function`)
+      - 📝 Retrieves a task by its ID.
+    - ƒ **get_all_tasks** (`Function`)
+      - 📝 Retrieves all registered tasks.
+    - ƒ **get_tasks** (`Function`)
+      - 📝 Retrieves tasks with pagination and optional status filter.
+    - ƒ **get_task_logs** (`Function`)
+      - 📝 Retrieves logs for a specific task (from memory for running, persistence for completed).
+    - ƒ **get_task_log_stats** (`Function`)
+      - 📝 Get statistics about logs for a task.
+    - ƒ **get_task_log_sources** (`Function`)
+      - 📝 Get unique sources for a task's logs.
+    - ƒ **_add_log** (`Function`)
+      - 📝 Adds a log entry to a task buffer and notifies subscribers.
+    - ƒ **subscribe_logs** (`Function`)
+      - 📝 Subscribes to real-time logs for a task.
+    - ƒ **unsubscribe_logs** (`Function`)
+      - 📝 Unsubscribes from real-time logs for a task.
+    - ƒ **load_persisted_tasks** (`Function`)
+      - 📝 Load persisted tasks using persistence service.
+    - ƒ **await_input** (`Function`)
+      - 📝 Transition a task to AWAITING_INPUT state with input request.
+    - ƒ **resume_task_with_password** (`Function`)
+      - 📝 Resume a task that is awaiting input with provided passwords.
+    - ƒ **clear_tasks** (`Function`)
+      - 📝 Clears tasks based on status filter (also deletes associated logs).
+  - ƒ **sort_key** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 📦 **TaskManagerModels** (`Module`)
+  - 📝 Defines the data models and enumerations used by the Task Manager.
+  - 🏗️ Layer: Core
+  - 🔒 Invariant: Task IDs are immutable once created.
+  - 📦 **TaskStatus** (`Enum`) `[TRIVIAL]`
+    - 📝 Defines the possible states a task can be in during its lifecycle.
+  - 📦 **LogLevel** (`Enum`)
+    - 📝 Defines the possible log levels for task logging.
+  - ℂ **LogEntry** (`Class`) `[CRITICAL]`
+    - 📝 A Pydantic model representing a single, structured log entry associated with a task.
+    - 🔒 Invariant: Each log entry has a unique timestamp and source.
+  - ℂ **TaskLog** (`Class`)
+    - 📝 A Pydantic model representing a persisted log entry from the database.
+  - ℂ **LogFilter** (`Class`)
+    - 📝 Filter parameters for querying task logs.
+  - ℂ **LogStats** (`Class`)
+    - 📝 Statistics about log entries for a task.
+  - ℂ **Task** (`Class`)
+    - 📝 A Pydantic model representing a single execution instance of a plugin, including its status, parameters, and logs.
+    - ƒ **__init__** (`Function`)
+      - 📝 Initializes the Task model and validates input_request for AWAITING_INPUT status.
+- 📦 **TaskCleanupModule** (`Module`)
+  - 📝 Implements task cleanup and retention policies, including associated logs.
+  - 🏗️ Layer: Core
+  - ℂ **TaskCleanupService** (`Class`)
+    - 📝 Provides methods to clean up old task records and their associated logs.
+    - ƒ **__init__** (`Function`)
+      - 📝 Initializes the cleanup service with dependencies.
+    - ƒ **run_cleanup** (`Function`)
+      - 📝 Deletes tasks older than the configured retention period and their logs.
+    - ƒ **delete_task_with_logs** (`Function`)
+      - 📝 Delete a single task and all its associated logs.
+- 📦 **TaskManagerPackage** (`Module`) `[TRIVIAL]`
+  - 📝 Exports the public API of the task manager package.
+  - 🏗️ Layer: Core
+- 📦 **TaskContextModule** (`Module`) `[CRITICAL]`
+  - 📝 Provides execution context passed to plugins during task execution.
+  - 🏗️ Layer: Core
+  - 🔒 Invariant: Each TaskContext is bound to a single task execution.
+  - 🔗 DEPENDS_ON -> `TaskLogger, USED_BY -> plugins`
+  - ℂ **TaskContext** (`Class`) `[CRITICAL]`
+    - 📝 A container passed to plugin.execute() providing the logger and other task-specific utilities.
+    - 🔒 Invariant: logger is always a valid TaskLogger instance.
+    - ƒ **__init__** (`Function`)
+      - 📝 Initialize the TaskContext with task-specific resources.
+    - ƒ **task_id** (`Function`)
+      - 📝 Get the task ID.
+    - ƒ **logger** (`Function`)
+      - 📝 Get the TaskLogger instance for this context.
+    - ƒ **params** (`Function`)
+      - 📝 Get the task parameters.
+    - ƒ **get_param** (`Function`)
+      - 📝 Get a specific parameter value with optional default.
+    - ƒ **create_sub_context** (`Function`)
+      - 📝 Create a sub-context with a different default source.
+  - ƒ **execute** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 📦 **backend.src.api.auth** (`Module`)
+  - 📝 Authentication API endpoints.
+  - 🏗️ Layer: API
+  - 🔒 Invariant: All auth endpoints must return consistent error codes.
+  - 📦 **router** (`Variable`)
+    - 📝 APIRouter instance for authentication routes.
+  - ƒ **login_for_access_token** (`Function`)
+    - 📝 Authenticates a user and returns a JWT access token.
+  - ƒ **read_users_me** (`Function`)
+    - 📝 Retrieves the profile of the currently authenticated user.
+  - ƒ **logout** (`Function`)
+    - 📝 Logs out the current user (placeholder for session revocation).
+  - ƒ **login_adfs** (`Function`)
+    - 📝 Initiates the ADFS OIDC login flow.
+  - ƒ **auth_callback_adfs** (`Function`)
+    - 📝 Handles the callback from ADFS after successful authentication.
+- 📦 **router** (`Global`)
+  - 📝 APIRouter instance for LLM routes.
+- ƒ **_is_valid_runtime_api_key** (`Function`)
+  - 📝 Validate decrypted runtime API key presence/shape.
+- ƒ **get_providers** (`Function`)
+  - 📝 Retrieve all LLM provider configurations.
+- ƒ **get_llm_status** (`Function`)
+  - 📝 Returns whether LLM runtime is configured for dashboard validation.
+- ƒ **create_provider** (`Function`)
+  - 📝 Create a new LLM provider configuration.
+- ƒ **update_provider** (`Function`)
+  - 📝 Update an existing LLM provider configuration.
+- ƒ **delete_provider** (`Function`)
+  - 📝 Delete an LLM provider configuration.
+- ƒ **test_connection** (`Function`)
+  - 📝 Test connection to an LLM provider.
+- ƒ **test_provider_config** (`Function`)
+  - 📝 Test connection with a provided configuration (not yet saved).
+- 📦 **backend.src.api.routes.datasets** (`Module`)
+  - 📝 API endpoints for the Dataset Hub - listing datasets with mapping progress
+  - 🏗️ Layer: API
+  - 🔒 Invariant: All dataset responses include last_task metadata
+  - 🔗 DEPENDS_ON -> `backend.src.dependencies`
+  - 🔗 DEPENDS_ON -> `backend.src.services.resource_service`
+  - 🔗 DEPENDS_ON -> `backend.src.core.superset_client`
+  - 📦 **MappedFields** (`DataClass`)
+  - 📦 **LastTask** (`DataClass`)
+  - 📦 **DatasetItem** (`DataClass`)
+  - 📦 **LinkedDashboard** (`DataClass`)
+  - 📦 **DatasetColumn** (`DataClass`)
+  - 📦 **DatasetDetailResponse** (`DataClass`)
+  - 📦 **DatasetsResponse** (`DataClass`)
+  - 📦 **TaskResponse** (`DataClass`)
+  - ƒ **get_dataset_ids** (`Function`)
+    - 📝 Fetch list of all dataset IDs from a specific environment (without pagination)
+    - 🔗 CALLS -> `ResourceService.get_datasets_with_status`
+  - ƒ **get_datasets** (`Function`)
+    - 📝 Fetch list of datasets from a specific environment with mapping progress
+    - 🔗 CALLS -> `ResourceService.get_datasets_with_status`
+  - 📦 **MapColumnsRequest** (`DataClass`)
+  - ƒ **map_columns** (`Function`)
+    - 📝 Trigger bulk column mapping for datasets
+    - 🔗 DISPATCHES -> `MapperPlugin`
+    - 🔗 CALLS -> `task_manager.create_task`
+  - 📦 **GenerateDocsRequest** (`DataClass`)
+  - ƒ **generate_docs** (`Function`)
+    - 📝 Trigger bulk documentation generation for datasets
+    - 🔗 DISPATCHES -> `LLMAnalysisPlugin`
+    - 🔗 CALLS -> `task_manager.create_task`
+  - ƒ **get_dataset_detail** (`Function`)
+    - 📝 Get detailed dataset information including columns and linked dashboards
+    - 🔗 CALLS -> `SupersetClient.get_dataset_detail`
+- 📦 **backend.src.api.routes.git** (`Module`)
+  - 📝 Provides FastAPI endpoints for Git integration operations.
+  - 🏗️ Layer: API
+  - 🔒 Invariant: All Git operations must be routed through GitService.
+  - ƒ **get_git_configs** (`Function`)
+    - 📝 List all configured Git servers.
+  - ƒ **create_git_config** (`Function`)
+    - 📝 Register a new Git server configuration.
+  - ƒ **delete_git_config** (`Function`)
+    - 📝 Remove a Git server configuration.
+  - ƒ **test_git_config** (`Function`)
+    - 📝 Validate connection to a Git server using provided credentials.
+  - ƒ **init_repository** (`Function`)
+    - 📝 Link a dashboard to a Git repository and perform initial clone/init.
+  - ƒ **get_branches** (`Function`)
+    - 📝 List all branches for a dashboard's repository.
+  - ƒ **create_branch** (`Function`)
+    - 📝 Create a new branch in the dashboard's repository.
+  - ƒ **checkout_branch** (`Function`)
+    - 📝 Switch the dashboard's repository to a specific branch.
+  - ƒ **commit_changes** (`Function`)
+    - 📝 Stage and commit changes in the dashboard's repository.
+  - ƒ **push_changes** (`Function`)
+    - 📝 Push local commits to the remote repository.
+  - ƒ **pull_changes** (`Function`)
+    - 📝 Pull changes from the remote repository.
+  - ƒ **sync_dashboard** (`Function`)
+    - 📝 Sync dashboard state from Superset to Git using the GitPlugin.
+  - ƒ **get_environments** (`Function`)
+    - 📝 List all deployment environments.
+  - ƒ **deploy_dashboard** (`Function`)
+    - 📝 Deploy dashboard from Git to a target environment.
+  - ƒ **get_history** (`Function`)
+    - 📝 View commit history for a dashboard's repository.
+  - ƒ **get_repository_status** (`Function`)
+    - 📝 Get current Git status for a dashboard repository.
+  - ƒ **get_repository_diff** (`Function`)
+    - 📝 Get Git diff for a dashboard repository.
+  - ƒ **generate_commit_message** (`Function`)
+    - 📝 Generate a suggested commit message using LLM.
+- 📦 **ConnectionsRouter** (`Module`)
+  - 📝 Defines the FastAPI router for managing external database connections.
+  - 🏗️ Layer: UI (API)
+  - ℂ **ConnectionSchema** (`Class`)
+    - 📝 Pydantic model for connection response.
+  - ℂ **ConnectionCreate** (`Class`)
+    - 📝 Pydantic model for creating a connection.
+  - ƒ **list_connections** (`Function`)
+    - 📝 Lists all saved connections.
+  - ƒ **create_connection** (`Function`)
+    - 📝 Creates a new connection configuration.
+  - ƒ **delete_connection** (`Function`)
+    - 📝 Deletes a connection configuration.
+- 📦 **backend.src.api.routes.environments** (`Module`)
+  - 📝 API endpoints for listing environments and their databases.
+  - 🏗️ Layer: API
+  - 🔒 Invariant: Environment IDs must exist in the configuration.
+  - 🔗 DEPENDS_ON -> `backend.src.dependencies`
+  - 🔗 DEPENDS_ON -> `backend.src.core.superset_client`
+  - 📦 **ScheduleSchema** (`DataClass`)
+  - 📦 **EnvironmentResponse** (`DataClass`)
+  - 📦 **DatabaseResponse** (`DataClass`)
+  - ƒ **get_environments** (`Function`)
+    - 📝 List all configured environments.
+    - 🏗️ Layer: API
+  - ƒ **update_environment_schedule** (`Function`)
+    - 📝 Update backup schedule for an environment.
+    - 🏗️ Layer: API
+  - ƒ **get_environment_databases** (`Function`)
+    - 📝 Fetch the list of databases from a specific environment.
+    - 🏗️ Layer: API
+- 📦 **backend.src.api.routes.migration** (`Module`)
+  - 📝 API endpoints for migration operations.
+  - 🏗️ Layer: API
+  - 🔗 DEPENDS_ON -> `backend.src.dependencies`
+  - 🔗 DEPENDS_ON -> `backend.src.models.dashboard`
+  - ƒ **get_dashboards** (`Function`)
+    - 📝 Fetch all dashboards from the specified environment for the grid.
+  - ƒ **execute_migration** (`Function`)
+    - 📝 Execute the migration of selected dashboards.
+  - ƒ **get_migration_settings** (`Function`)
+    - 📝 Get current migration Cron string explicitly.
+  - ƒ **update_migration_settings** (`Function`)
+    - 📝 Update migration Cron string.
+  - ƒ **get_resource_mappings** (`Function`)
+    - 📝 Fetch synchronized object mappings with search, filtering, and pagination.
+  - ƒ **trigger_sync_now** (`Function`)
+    - 📝 Triggers an immediate ID synchronization for all environments.
+- 📦 **PluginsRouter** (`Module`)
+  - 📝 Defines the FastAPI router for plugin-related endpoints, allowing clients to list available plugins.
+  - 🏗️ Layer: UI (API)
+  - ƒ **list_plugins** (`Function`)
+    - 📝 Retrieve a list of all available plugins.
+- 📦 **backend.src.api.routes.mappings** (`Module`)
+  - 📝 API endpoints for managing database mappings and getting suggestions.
+  - 🏗️ Layer: API
+  - 🔒 Invariant: Mappings are persisted in the SQLite database.
+  - 🔗 DEPENDS_ON -> `backend.src.dependencies`
+  - 🔗 DEPENDS_ON -> `backend.src.core.database`
+  - 🔗 DEPENDS_ON -> `backend.src.services.mapping_service`
+  - 📦 **MappingCreate** (`DataClass`)
+  - 📦 **MappingResponse** (`DataClass`)
+  - 📦 **SuggestRequest** (`DataClass`)
+  - ƒ **get_mappings** (`Function`)
+    - 📝 List all saved database mappings.
+  - ƒ **create_mapping** (`Function`)
+    - 📝 Create or update a database mapping.
+  - ƒ **suggest_mappings_api** (`Function`)
+    - 📝 Get suggested mappings based on fuzzy matching.
+- 📦 **SettingsRouter** (`Module`)
+  - 📝 Provides API endpoints for managing application settings and Superset environments.
+  - 🏗️ Layer: UI (API)
+  - 🔒 Invariant: All settings changes must be persisted via ConfigManager.
+  - 🔗 DEPENDS_ON -> `ConfigManager`
+  - 🔗 DEPENDS_ON -> `ConfigModels`
+  - ℂ **LoggingConfigResponse** (`Class`)
+    - 📝 Response model for logging configuration with current task log level.
+  - ƒ **get_settings** (`Function`)
+    - 📝 Retrieves all application settings.
+  - ƒ **update_global_settings** (`Function`)
+    - 📝 Updates global application settings.
+  - ƒ **get_storage_settings** (`Function`)
+    - 📝 Retrieves storage-specific settings.
+  - ƒ **update_storage_settings** (`Function`)
+    - 📝 Updates storage-specific settings.
+  - ƒ **get_environments** (`Function`)
+    - 📝 Lists all configured Superset environments.
+  - ƒ **add_environment** (`Function`)
+    - 📝 Adds a new Superset environment.
+  - ƒ **update_environment** (`Function`)
+    - 📝 Updates an existing Superset environment.
+  - ƒ **delete_environment** (`Function`)
+    - 📝 Deletes a Superset environment.
+  - ƒ **test_environment_connection** (`Function`)
+    - 📝 Tests the connection to a Superset environment.
+  - ƒ **get_logging_config** (`Function`)
+    - 📝 Retrieves current logging configuration.
+  - ƒ **update_logging_config** (`Function`)
+    - 📝 Updates logging configuration.
+  - ℂ **ConsolidatedSettingsResponse** (`Class`)
+  - ƒ **get_consolidated_settings** (`Function`)
+    - 📝 Retrieves all settings categories in a single call
+  - ƒ **update_consolidated_settings** (`Function`)
+    - 📝 Bulk update application settings from the consolidated view.
+- 📦 **backend.src.api.routes.admin** (`Module`)
+  - 📝 Admin API endpoints for user and role management.
+  - 🏗️ Layer: API
+  - 🔒 Invariant: All endpoints in this module require 'Admin' role or 'admin' scope.
+  - 📦 **router** (`Variable`)
+    - 📝 APIRouter instance for admin routes.
+  - ƒ **list_users** (`Function`)
+    - 📝 Lists all registered users.
+  - ƒ **create_user** (`Function`)
+    - 📝 Creates a new local user.
+  - ƒ **update_user** (`Function`)
+    - 📝 Updates an existing user.
+  - ƒ **delete_user** (`Function`)
+    - 📝 Deletes a user.
+  - ƒ **list_roles** (`Function`)
+    - 📝 Lists all available roles.
+    - 🔗 CALLS -> `backend.src.models.auth.Role`
+  - ƒ **create_role** (`Function`)
+    - 📝 Creates a new system role with associated permissions.
+    - 🔗 CALLS -> `backend.src.core.auth.repository.AuthRepository.get_permission_by_id`
+  - ƒ **update_role** (`Function`)
+    - 📝 Updates an existing role's metadata and permissions.
+    - 🔗 CALLS -> `backend.src.core.auth.repository.AuthRepository.get_role_by_id`
+  - ƒ **delete_role** (`Function`)
+    - 📝 Removes a role from the system.
+    - 🔗 CALLS -> `backend.src.core.auth.repository.AuthRepository.get_role_by_id`
+  - ƒ **list_permissions** (`Function`)
+    - 📝 Lists all available system permissions for assignment.
+    - 🔗 CALLS -> `backend.src.core.auth.repository.AuthRepository.list_permissions`
+  - ƒ **list_ad_mappings** (`Function`)
+    - 📝 Lists all AD Group to Role mappings.
+  - ƒ **create_ad_mapping** (`Function`)
+    - 📝 Creates a new AD Group mapping.
+- 📦 **backend.src.api.routes.git_schemas** (`Module`)
+  - 📝 Defines Pydantic models for the Git integration API layer.
+  - 🏗️ Layer: API
+  - 🔒 Invariant: All schemas must be compatible with the FastAPI router.
+  - 🔗 DEPENDS_ON -> `backend.src.models.git`
+  - ℂ **GitServerConfigBase** (`Class`) `[TRIVIAL]`
+    - 📝 Base schema for Git server configuration attributes.
+  - ℂ **GitServerConfigCreate** (`Class`)
+    - 📝 Schema for creating a new Git server configuration.
+  - ℂ **GitServerConfigSchema** (`Class`)
+    - 📝 Schema for representing a Git server configuration with metadata.
+  - ℂ **GitRepositorySchema** (`Class`)
+    - 📝 Schema for tracking a local Git repository linked to a dashboard.
+  - ℂ **BranchSchema** (`Class`)
+    - 📝 Schema for representing a Git branch metadata.
+  - ℂ **CommitSchema** (`Class`)
+    - 📝 Schema for representing Git commit details.
+  - ℂ **BranchCreate** (`Class`)
+    - 📝 Schema for branch creation requests.
+  - ℂ **BranchCheckout** (`Class`)
+    - 📝 Schema for branch checkout requests.
+  - ℂ **CommitCreate** (`Class`)
+    - 📝 Schema for staging and committing changes.
+  - ℂ **ConflictResolution** (`Class`)
+    - 📝 Schema for resolving merge conflicts.
+  - ℂ **DeploymentEnvironmentSchema** (`Class`)
+    - 📝 Schema for representing a target deployment environment.
+  - ℂ **DeployRequest** (`Class`)
+    - 📝 Schema for dashboard deployment requests.
+  - ℂ **RepoInitRequest** (`Class`)
+    - 📝 Schema for repository initialization requests.
+- 📦 **backend.src.api.routes.assistant** (`Module`)
+  - 📝 API routes for LLM assistant command parsing and safe execution orchestration.
+  - 🏗️ Layer: API
+  - 🔒 Invariant: Risky operations are never executed without valid confirmation token.
+  - 🔗 DEPENDS_ON -> `backend.src.core.task_manager`
+  - 🔗 DEPENDS_ON -> `backend.src.models.assistant`
+  - ℂ **AssistantMessageRequest** (`Class`) `[TRIVIAL]`
+    - 📝 Input payload for assistant message endpoint.
+  - ℂ **AssistantAction** (`Class`) `[TRIVIAL]`
+    - 📝 UI action descriptor returned with assistant responses.
+  - ℂ **AssistantMessageResponse** (`Class`)
+    - 📝 Output payload contract for assistant interaction endpoints.
+  - ℂ **ConfirmationRecord** (`Class`)
+    - 📝 In-memory confirmation token model for risky operation dispatch.
+  - ƒ **_append_history** (`Function`)
+    - 📝 Append conversation message to in-memory history buffer.
+  - ƒ **_persist_message** (`Function`)
+    - 📝 Persist assistant/user message record to database.
+  - ƒ **_audit** (`Function`)
+    - 📝 Append in-memory audit record for assistant decision trace.
+  - ƒ **_persist_audit** (`Function`)
+    - 📝 Persist structured assistant audit payload in database.
+  - ƒ **_persist_confirmation** (`Function`)
+    - 📝 Persist confirmation token record to database.
+  - ƒ **_update_confirmation_state** (`Function`)
+    - 📝 Update persistent confirmation token lifecycle state.
+  - ƒ **_load_confirmation_from_db** (`Function`)
+    - 📝 Load confirmation token from database into in-memory model.
+  - ƒ **_ensure_conversation** (`Function`)
+    - 📝 Resolve active conversation id in memory or create a new one.
+  - ƒ **_resolve_or_create_conversation** (`Function`)
+    - 📝 Resolve active conversation using explicit id, memory cache, or persisted history.
+  - ƒ **_cleanup_history_ttl** (`Function`)
+    - 📝 Enforce assistant message retention window by deleting expired rows and in-memory records.
+  - ƒ **_is_conversation_archived** (`Function`)
+    - 📝 Determine archived state for a conversation based on last update timestamp.
+  - ƒ **_coerce_query_bool** (`Function`)
+    - 📝 Normalize bool-like query values for compatibility in direct handler invocations/tests.
+  - ƒ **_extract_id** (`Function`)
+    - 📝 Extract first regex match group from text by ordered pattern list.
+  - ƒ **_resolve_env_id** (`Function`)
+    - 📝 Resolve environment identifier/name token to canonical environment id.
+  - ƒ **_is_production_env** (`Function`)
+    - 📝 Determine whether environment token resolves to production-like target.
+  - ƒ **_resolve_provider_id** (`Function`)
+    - 📝 Resolve provider token to provider id with active/default fallback.
+  - ƒ **_get_default_environment_id** (`Function`)
+    - 📝 Resolve default environment id from settings or first configured environment.
+  - ƒ **_resolve_dashboard_id_by_ref** (`Function`)
+    - 📝 Resolve dashboard id by title or slug reference in selected environment.
+  - ƒ **_resolve_dashboard_id_entity** (`Function`)
+    - 📝 Resolve dashboard id from intent entities using numeric id or dashboard_ref fallback.
+  - ƒ **_get_environment_name_by_id** (`Function`)
+    - 📝 Resolve human-readable environment name by id.
+  - ƒ **_extract_result_deep_links** (`Function`)
+    - 📝 Build deep-link actions to verify task result from assistant chat.
+  - ƒ **_build_task_observability_summary** (`Function`)
+    - 📝 Build compact textual summary for completed tasks to reduce "black box" effect.
+  - ƒ **_parse_command** (`Function`)
+    - 📝 Deterministically parse RU/EN command text into intent payload.
+  - ƒ **_check_any_permission** (`Function`)
+    - 📝 Validate user against alternative permission checks (logical OR).
+  - ƒ **_has_any_permission** (`Function`)
+    - 📝 Check whether user has at least one permission tuple from the provided list.
+  - ƒ **_build_tool_catalog** (`Function`)
+    - 📝 Build current-user tool catalog for LLM planner with operation contracts and defaults.
+  - ƒ **_coerce_intent_entities** (`Function`)
+    - 📝 Normalize intent entity value types from LLM output to route-compatible values.
+  - ƒ **_confirmation_summary** (`Function`)
+    - 📝 Build human-readable confirmation prompt for an intent before execution.
+  - ƒ **_clarification_text_for_intent** (`Function`)
+    - 📝 Convert technical missing-parameter errors into user-facing clarification prompts.
+  - ƒ **_plan_intent_with_llm** (`Function`)
+    - 📝 Use active LLM provider to select best tool/operation from dynamic catalog.
+  - ƒ **_authorize_intent** (`Function`)
+    - 📝 Validate user permissions for parsed intent before confirmation/dispatch.
+  - ƒ **_dispatch_intent** (`Function`)
+    - 📝 Execute parsed assistant intent via existing task/plugin/git services.
+  - ƒ **send_message** (`Function`)
+    - 📝 Parse assistant command, enforce safety gates, and dispatch executable intent.
+  - ƒ **confirm_operation** (`Function`)
+    - 📝 Execute previously requested risky operation after explicit user confirmation.
+  - ƒ **cancel_operation** (`Function`)
+    - 📝 Cancel pending risky operation and mark confirmation token as cancelled.
+  - ƒ **list_conversations** (`Function`)
+    - 📝 Return paginated conversation list for current user with archived flag and last message preview.
+  - ƒ **get_history** (`Function`)
+    - 📝 Retrieve paginated assistant conversation history for current user.
+  - ƒ **get_assistant_audit** (`Function`)
+    - 📝 Return assistant audit decisions for current user from persistent and in-memory stores.
+  - ƒ **_label** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 📦 **storage_routes** (`Module`)
+  - 📝 API endpoints for file storage management (backups and repositories).
+  - 🏗️ Layer: API
+  - 🔒 Invariant: All paths must be validated against path traversal.
+  - 🔗 DEPENDS_ON -> `backend.src.models.storage`
+  - ƒ **list_files** (`Function`)
+    - 📝 List all files and directories in the storage system.
+    - 🔗 CALLS -> `StoragePlugin.list_files`
+  - ƒ **upload_file** (`Function`)
+    - 📝 Upload a file to the storage system.
+    - 🔗 CALLS -> `StoragePlugin.save_file`
+  - ƒ **delete_file** (`Function`)
+    - 📝 Delete a specific file or directory.
+    - 🔗 CALLS -> `StoragePlugin.delete_file`
+  - ƒ **download_file** (`Function`)
+    - 📝 Retrieve a file for download.
+    - 🔗 CALLS -> `StoragePlugin.get_file_path`
+  - ƒ **get_file_by_path** (`Function`)
+    - 📝 Retrieve a file by validated absolute/relative path under storage root.
+    - 🔗 CALLS -> `StoragePlugin.get_storage_root`
+    - 🔗 CALLS -> `StoragePlugin.validate_path`
+- 📦 **ReportsRouter** (`Module`) `[CRITICAL]`
+  - 📝 FastAPI router for unified task report list and detail retrieval endpoints.
+  - 🏗️ Layer: UI (API)
+  - 🔒 Invariant: Endpoints are read-only and do not trigger long-running tasks.
+  - 🔗 DEPENDS_ON -> `backend.src.services.reports.report_service.ReportsService`
+  - 🔗 DEPENDS_ON -> `backend.src.dependencies`
+  - ƒ **_parse_csv_enum_list** (`Function`)
+    - 📝 Parse comma-separated query value into enum list.
+  - ƒ **list_reports** (`Function`)
+    - 📝 Return paginated unified reports list.
+  - ƒ **get_report_detail** (`Function`)
+    - 📝 Return one normalized report detail with diagnostics and next actions.
+- 📦 **backend.src.api.routes.__init__** (`Module`)
+  - 📝 Provide lazy route module loading to avoid heavyweight imports during tests.
+  - 🏗️ Layer: API
+  - 🔒 Invariant: Only names listed in __all__ are importable via __getattr__.
+  - 🔗 DEPENDS_ON -> `importlib`
+  - ƒ **__getattr__** (`Function`) `[TRIVIAL]`
+    - 📝 Lazily import route module by attribute name.
+- 📦 **TasksRouter** (`Module`)
+  - 📝 Defines the FastAPI router for task-related endpoints, allowing clients to create, list, and get the status of tasks.
+  - 🏗️ Layer: UI (API)
+  - ƒ **create_task** (`Function`)
+    - 📝 Create and start a new task for a given plugin.
+  - ƒ **list_tasks** (`Function`)
+    - 📝 Retrieve a list of tasks with pagination and optional status filter.
+  - ƒ **get_task** (`Function`)
+    - 📝 Retrieve the details of a specific task.
+  - ƒ **get_task_logs** (`Function`) `[CRITICAL]`
+    - 📝 Retrieve logs for a specific task with optional filtering.
+  - ƒ **get_task_log_stats** (`Function`)
+    - 📝 Get statistics about logs for a task (counts by level and source).
+  - ƒ **get_task_log_sources** (`Function`)
+    - 📝 Get unique sources for a task's logs.
+  - ƒ **resolve_task** (`Function`)
+    - 📝 Resolve a task that is awaiting mapping.
+  - ƒ **resume_task** (`Function`)
+    - 📝 Resume a task that is awaiting input (e.g., passwords).
+  - ƒ **clear_tasks** (`Function`)
+    - 📝 Clear tasks matching the status filter.
+- 📦 **backend.src.api.routes.dashboards** (`Module`) `[CRITICAL]`
+  - 📝 API endpoints for the Dashboard Hub - listing dashboards with Git and task status
+  - 🏗️ Layer: API
+  - 🔒 Invariant: All dashboard responses include git_status and last_task metadata
+  - 🔗 DEPENDS_ON -> `backend.src.dependencies`
+  - 🔗 DEPENDS_ON -> `backend.src.services.resource_service`
+  - 🔗 DEPENDS_ON -> `backend.src.core.superset_client`
+  - 📦 **GitStatus** (`DataClass`)
+  - 📦 **LastTask** (`DataClass`)
+  - 📦 **DashboardItem** (`DataClass`)
+  - 📦 **DashboardsResponse** (`DataClass`)
+  - 📦 **DashboardChartItem** (`DataClass`)
+  - 📦 **DashboardDatasetItem** (`DataClass`)
+  - 📦 **DashboardDetailResponse** (`DataClass`)
+  - 📦 **DashboardTaskHistoryItem** (`DataClass`)
+  - 📦 **DashboardTaskHistoryResponse** (`DataClass`)
+  - 📦 **DatabaseMapping** (`DataClass`)
+  - 📦 **DatabaseMappingsResponse** (`DataClass`)
+  - ƒ **get_dashboards** (`Function`)
+    - 📝 Fetch list of dashboards from a specific environment with Git status and last task status
+    - 🔗 CALLS -> `ResourceService.get_dashboards_with_status`
+  - ƒ **get_database_mappings** (`Function`)
+    - 📝 Get database mapping suggestions between source and target environments
+    - 🔗 CALLS -> `MappingService.get_suggestions`
+  - ƒ **get_dashboard_detail** (`Function`)
+    - 📝 Fetch detailed dashboard info with related charts and datasets
+    - 🔗 CALLS -> `SupersetClient.get_dashboard_detail`
+  - ƒ **_task_matches_dashboard** (`Function`)
+    - 📝 Checks whether task params are tied to a specific dashboard and environment.
+  - ƒ **get_dashboard_tasks_history** (`Function`)
+    - 📝 Returns history of backup and LLM validation tasks for a dashboard.
+  - ƒ **get_dashboard_thumbnail** (`Function`)
+    - 📝 Proxies Superset dashboard thumbnail with cache support.
+  - 📦 **MigrateRequest** (`DataClass`)
+  - 📦 **TaskResponse** (`DataClass`)
+  - ƒ **migrate_dashboards** (`Function`)
+    - 📝 Trigger bulk migration of dashboards from source to target environment
+    - 🔗 DISPATCHES -> `MigrationPlugin`
+    - 🔗 CALLS -> `task_manager.create_task`
+  - 📦 **BackupRequest** (`DataClass`)
+  - ƒ **backup_dashboards** (`Function`)
+    - 📝 Trigger bulk backup of dashboards with optional cron schedule
+    - 🔗 DISPATCHES -> `BackupPlugin`
+    - 🔗 CALLS -> `task_manager.create_task`
+  - ƒ **_sort_key** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 📦 **backend.src.api.routes.__tests__.test_dashboards** (`Module`)
+  - 📝 Unit tests for Dashboards API endpoints
+  - 🏗️ Layer: API
+  - ƒ **test_get_dashboards_success** (`Function`)
+  - ƒ **test_get_dashboards_with_search** (`Function`)
+  - ƒ **test_get_dashboards_empty** (`Function`)
+  - ƒ **test_get_dashboards_superset_failure** (`Function`)
+  - ƒ **test_get_dashboards_env_not_found** (`Function`)
+  - ƒ **test_get_dashboards_invalid_pagination** (`Function`)
+  - ƒ **test_get_dashboard_detail_success** (`Function`)
+  - ƒ **test_get_dashboard_detail_env_not_found** (`Function`)
+  - ƒ **test_migrate_dashboards_success** (`Function`)
+  - ƒ **test_migrate_dashboards_no_ids** (`Function`)
+  - ƒ **test_migrate_dashboards_env_not_found** (`Function`)
+  - ƒ **test_backup_dashboards_success** (`Function`)
+  - ƒ **test_backup_dashboards_env_not_found** (`Function`)
+  - ƒ **test_get_database_mappings_success** (`Function`)
+  - ƒ **test_get_database_mappings_env_not_found** (`Function`)
+  - ƒ **test_get_dashboard_tasks_history_filters_success** (`Function`)
+  - ƒ **test_get_dashboard_thumbnail_success** (`Function`)
+  - ƒ **mock_deps** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **mock_get_dashboards** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **_network_request** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 📦 **backend.tests.test_reports_openapi_conformance** (`Module`)
+  - 📝 Validate implemented reports payload shape against OpenAPI-required top-level contract fields.
+  - 🏗️ Layer: Domain (Tests)
+  - 🔒 Invariant: List and detail payloads include required contract keys.
+  - ƒ **__init__** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **get_all_tasks** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **_admin_user** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **_task** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_reports_list_openapi_required_keys** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_reports_detail_openapi_required_keys** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 📦 **backend.tests.test_reports_api** (`Module`)
+  - 📝 Contract tests for GET /api/reports defaults, pagination, and filtering behavior.
+  - 🏗️ Layer: Domain (Tests)
+  - 🔒 Invariant: API response contract contains {items,total,page,page_size,has_next,applied_filters}.
+  - ƒ **__init__** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **get_all_tasks** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **_admin_user** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **_make_task** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_get_reports_default_pagination_contract** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_get_reports_filter_and_pagination** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_get_reports_handles_mixed_naive_and_aware_datetimes** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_get_reports_invalid_filter_returns_400** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 📦 **backend.src.api.routes.__tests__.test_datasets** (`Module`)
+  - 📝 Unit tests for Datasets API endpoints
+  - 🏗️ Layer: API
+  - 🔒 Invariant: Endpoint contracts remain stable for success and validation failure paths.
+  - ƒ **test_get_datasets_success** (`Function`)
+    - 📝 Validate successful datasets listing contract for an existing environment.
+  - ƒ **test_get_datasets_env_not_found** (`Function`)
+  - ƒ **test_get_datasets_invalid_pagination** (`Function`)
+  - ƒ **test_map_columns_success** (`Function`)
+  - ƒ **test_map_columns_invalid_source_type** (`Function`)
+  - ƒ **test_generate_docs_success** (`Function`)
+  - ƒ **test_map_columns_empty_ids** (`Function`)
+  - ƒ **test_generate_docs_empty_ids** (`Function`)
+  - ƒ **test_generate_docs_env_not_found** (`Function`)
+  - ƒ **test_get_datasets_superset_failure** (`Function`)
+  - ƒ **mock_deps** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 📦 **backend.tests.test_reports_detail_api** (`Module`)
+  - 📝 Contract tests for GET /api/reports/{report_id} detail endpoint behavior.
+  - 🏗️ Layer: Domain (Tests)
+  - 🔒 Invariant: Detail endpoint tests must keep deterministic assertions for success and not-found contracts.
+  - ƒ **__init__** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **get_all_tasks** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **_admin_user** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **_make_task** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_get_report_detail_success** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_get_report_detail_not_found** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 📦 **backend.src.api.routes.__tests__.test_assistant_authz** (`Module`)
+  - 📝 Verify assistant confirmation ownership, expiration, and deny behavior for restricted users.
+  - 🏗️ Layer: UI (API Tests)
+  - 🔒 Invariant: Security-sensitive flows fail closed for unauthorized actors.
+  - 🔗 DEPENDS_ON -> `backend.src.api.routes.assistant`
+  - ƒ **_run_async** (`Function`) `[TRIVIAL]`
+    - 📝 Execute async endpoint handler in synchronous test context.
+  - ℂ **_FakeTask** (`Class`) `[TRIVIAL]`
+    - 📝 Lightweight task model used for assistant authz tests.
+  - ℂ **_FakeTaskManager** (`Class`) `[TRIVIAL]`
+    - 📝 Minimal task manager for deterministic operation creation and lookup.
+  - ℂ **_FakeConfigManager** (`Class`) `[TRIVIAL]`
+    - 📝 Provide deterministic environment aliases required by intent parsing.
+  - ƒ **_admin_user** (`Function`) `[TRIVIAL]`
+    - 📝 Build admin principal fixture.
+  - ƒ **_other_admin_user** (`Function`) `[TRIVIAL]`
+    - 📝 Build second admin principal fixture for ownership tests.
+  - ƒ **_limited_user** (`Function`) `[TRIVIAL]`
+    - 📝 Build limited principal without required assistant execution privileges.
+  - ℂ **_FakeQuery** (`Class`) `[TRIVIAL]`
+    - 📝 Minimal chainable query object for fake DB interactions.
+  - ℂ **_FakeDb** (`Class`) `[TRIVIAL]`
+    - 📝 In-memory session substitute for assistant route persistence calls.
+  - ƒ **_clear_assistant_state** (`Function`) `[TRIVIAL]`
+    - 📝 Reset assistant process-local state between test cases.
+  - ƒ **test_confirmation_owner_mismatch_returns_403** (`Function`)
+    - 📝 Confirm endpoint should reject requests from user that does not own the confirmation token.
+  - ƒ **test_expired_confirmation_cannot_be_confirmed** (`Function`)
+    - 📝 Expired confirmation token should be rejected and not create task.
+  - ƒ **test_limited_user_cannot_launch_restricted_operation** (`Function`)
+    - 📝 Limited user should receive denied state for privileged operation.
+  - ƒ **__init__** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **__init__** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **create_task** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **get_task** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **get_tasks** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **get_environments** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **__init__** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **filter** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **order_by** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **first** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **all** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **limit** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **offset** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **count** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **__init__** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **add** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **merge** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **query** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **commit** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **rollback** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 📦 **backend.src.api.routes.__tests__.test_assistant_api** (`Module`)
+  - 📝 Validate assistant API endpoint logic via direct async handler invocation.
+  - 🏗️ Layer: UI (API Tests)
+  - 🔒 Invariant: Every test clears assistant in-memory state before execution.
+  - 🔗 DEPENDS_ON -> `backend.src.api.routes.assistant`
+  - ƒ **_run_async** (`Function`) `[TRIVIAL]`
+    - 📝 Execute async endpoint handler in synchronous test context.
+  - ℂ **_FakeTask** (`Class`) `[TRIVIAL]`
+    - 📝 Lightweight task stub used by assistant API tests.
+  - ℂ **_FakeTaskManager** (`Class`) `[TRIVIAL]`
+    - 📝 Minimal async-compatible TaskManager fixture for deterministic test flows.
+  - ℂ **_FakeConfigManager** (`Class`) `[TRIVIAL]`
+    - 📝 Environment config fixture with dev/prod aliases for parser tests.
+  - ƒ **_admin_user** (`Function`) `[TRIVIAL]`
+    - 📝 Build admin principal fixture.
+  - ƒ **_limited_user** (`Function`) `[TRIVIAL]`
+    - 📝 Build non-admin principal fixture.
+  - ℂ **_FakeQuery** (`Class`) `[TRIVIAL]`
+    - 📝 Minimal chainable query object for fake SQLAlchemy-like DB behavior in tests.
+  - ℂ **_FakeDb** (`Class`) `[TRIVIAL]`
+    - 📝 In-memory fake database implementing subset of Session interface used by assistant routes.
+  - ƒ **_clear_assistant_state** (`Function`) `[TRIVIAL]`
+    - 📝 Reset in-memory assistant registries for isolation between tests.
+  - ƒ **test_unknown_command_returns_needs_clarification** (`Function`)
+    - 📝 Unknown command should return clarification state and unknown intent.
+  - ƒ **test_capabilities_question_returns_successful_help** (`Function`)
+    - 📝 Capability query should return deterministic help response, not clarification.
+  - ƒ **test_non_admin_command_returns_denied** (`Function`)
+    - 📝 Non-admin user must receive denied state for privileged command.
+  - ƒ **test_migration_to_prod_requires_confirmation_and_can_be_confirmed** (`Function`)
+    - 📝 Migration to prod must require confirmation and then start task after explicit confirm.
+  - ƒ **test_status_query_returns_task_status** (`Function`)
+    - 📝 Task status command must surface current status text for existing task id.
+  - ƒ **test_status_query_without_task_id_returns_latest_user_task** (`Function`)
+    - 📝 Status command without explicit task_id should resolve to latest task for current user.
+  - ƒ **test_llm_validation_with_dashboard_ref_requires_confirmation** (`Function`)
+    - 📝 LLM validation with dashboard_ref should now require confirmation before dispatch.
+    - ƒ **test_list_conversations_groups_by_conversation_and_marks_archived** (`Function`)
+      - 📝 Conversations endpoint must group messages and compute archived marker by inactivity threshold.
+    - ƒ **test_history_from_latest_returns_recent_page_first** (`Function`)
+      - 📝 History endpoint from_latest mode must return newest page while preserving chronological order in chunk.
+    - ƒ **test_list_conversations_archived_only_filters_active** (`Function`)
+      - 📝 archived_only mode must return only archived conversations.
+    - ƒ **test_guarded_operation_always_requires_confirmation** (`Function`)
+      - 📝 Non-dangerous (guarded) commands must still require confirmation before execution.
+    - ƒ **test_guarded_operation_confirm_roundtrip** (`Function`)
+      - 📝 Guarded operation must execute successfully after explicit confirmation.
+      - ƒ **test_confirm_nonexistent_id_returns_404** (`Function`)
+        - 📝 Confirming a non-existent ID should raise 404.
+  - ƒ **__init__** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **__init__** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **create_task** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **get_task** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **get_tasks** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **get_environments** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **__init__** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **filter** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **order_by** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **first** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **all** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **count** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **offset** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **limit** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **__init__** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **add** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **merge** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **query** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **commit** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **rollback** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 📦 **backend.src.api.routes.__tests__.test_migration_routes** (`Module`)
+  - 📝 Unit tests for migration API route handlers.
+  - 🏗️ Layer: API
+  - ƒ **db_session** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **_make_config_manager** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_get_migration_settings_returns_default_cron** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_get_migration_settings_returns_fallback_when_no_cron** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_update_migration_settings_saves_cron** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_update_migration_settings_rejects_missing_cron** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_get_resource_mappings_returns_formatted_list** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_get_resource_mappings_respects_pagination** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_get_resource_mappings_search_by_name** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_get_resource_mappings_filter_by_env** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_get_resource_mappings_filter_by_type** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **_mock_env** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **_make_sync_config_manager** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_trigger_sync_now_creates_env_row_and_syncs** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_trigger_sync_now_rejects_empty_environments** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_trigger_sync_now_handles_partial_failure** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_trigger_sync_now_idempotent_env_upsert** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_get_dashboards_success** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_get_dashboards_invalid_env_raises_404** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_execute_migration_success** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_execute_migration_invalid_env_raises_400** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 📦 **backend.src.models.config** (`Module`)
+  - 📝 Defines database schema for persisted application configuration.
+  - 🏗️ Layer: Domain
+  - 🔗 DEPENDS_ON -> `sqlalchemy`
+  - ℂ **AppConfigRecord** (`Class`)
+    - 📝 Stores the single source of truth for application configuration.
+- 📦 **backend.src.models.llm** (`Module`)
+  - 📝 SQLAlchemy models for LLM provider configuration and validation results.
+  - 🏗️ Layer: Domain
+  - ℂ **LLMProvider** (`Class`)
+    - 📝 SQLAlchemy model for LLM provider configuration.
+  - ℂ **ValidationRecord** (`Class`)
+    - 📝 SQLAlchemy model for dashboard validation history.
+  - ƒ **generate_uuid** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 📦 **GitModels** (`Module`) `[TRIVIAL]`
+  - 📝 Git-specific SQLAlchemy models for configuration and repository tracking.
+  - 🏗️ Layer: Model
+  - ℂ **GitServerConfig** (`Class`) `[TRIVIAL]`
+    - 📝 Configuration for a Git server connection.
+  - ℂ **GitRepository** (`Class`) `[TRIVIAL]`
+    - 📝 Tracking for a local Git repository linked to a dashboard.
+  - ℂ **DeploymentEnvironment** (`Class`) `[TRIVIAL]`
+    - 📝 Target Superset environments for dashboard deployment.
+- 📦 **backend.src.models.task** (`Module`) `[TRIVIAL]`
+  - 📝 Defines the database schema for task execution records.
+  - 🏗️ Layer: Domain
+  - 🔒 Invariant: All primary keys are UUID strings.
+  - 🔗 DEPENDS_ON -> `sqlalchemy`
+  - ℂ **TaskRecord** (`Class`) `[TRIVIAL]`
+    - 📝 Represents a persistent record of a task execution.
+  - ℂ **TaskLogRecord** (`Class`) `[CRITICAL]`
+    - 📝 Represents a single persistent log entry for a task.
+    - 🔒 Invariant: Each log entry belongs to exactly one task.
+    - 🔗 DEPENDS_ON -> `TaskRecord`
+- 📦 **backend.src.models.connection** (`Module`) `[TRIVIAL]`
+  - 📝 Defines the database schema for external database connection configurations.
+  - 🏗️ Layer: Domain
+  - 🔒 Invariant: All primary keys are UUID strings.
+  - 🔗 DEPENDS_ON -> `sqlalchemy`
+  - ℂ **ConnectionConfig** (`Class`) `[TRIVIAL]`
+    - 📝 Stores credentials for external databases used for column mapping.
+- 📦 **backend.src.models.mapping** (`Module`)
+  - 📝 Defines the database schema for environment metadata and database mappings using SQLAlchemy.
+  - 🏗️ Layer: Domain
+  - 🔒 Invariant: All primary keys are UUID strings.
+  - 🔗 DEPENDS_ON -> `sqlalchemy`
+  - ℂ **ResourceType** (`Class`) `[TRIVIAL]`
+    - 📝 Enumeration of possible Superset resource types for ID mapping.
+  - ℂ **MigrationStatus** (`Class`) `[TRIVIAL]`
+    - 📝 Enumeration of possible migration job statuses.
+  - ℂ **Environment** (`Class`)
+    - 📝 Represents a Superset instance environment.
+  - ℂ **DatabaseMapping** (`Class`)
+    - 📝 Represents a mapping between source and target databases.
+  - ℂ **MigrationJob** (`Class`) `[TRIVIAL]`
+    - 📝 Represents a single migration execution job.
+    - ℂ **ResourceMapping** (`Class`)
+      - 📝 Maps a universal UUID for a resource to its actual ID on a specific environment.
+- 📦 **backend.src.models.report** (`Module`) `[CRITICAL]`
+  - 📝 Canonical report schemas for unified task reporting across heterogeneous task types.
+  - 🏗️ Layer: Domain
+  - 🔒 Invariant: Canonical report fields are always present for every report item.
+  - 🔗 DEPENDS_ON -> `backend.src.core.task_manager.models`
+  - ℂ **TaskType** (`Class`) `[CRITICAL]`
+    - 📝 Supported normalized task report types.
+    - 🔒 Invariant: Must contain valid generic task type mappings.
+  - ℂ **ReportStatus** (`Class`) `[CRITICAL]`
+    - 📝 Supported normalized report status values.
+    - 🔒 Invariant: TaskStatus enum mapping logic holds.
+  - ℂ **ErrorContext** (`Class`) `[CRITICAL]`
+    - 📝 Error and recovery context for failed/partial reports.
+    - 🔒 Invariant: The properties accurately describe error state.
+  - ℂ **TaskReport** (`Class`) `[CRITICAL]`
+    - 📝 Canonical normalized report envelope for one task execution.
+    - 🔒 Invariant: Must represent canonical task record attributes.
+  - ℂ **ReportQuery** (`Class`) `[CRITICAL]`
+    - 📝 Query object for server-side report filtering, sorting, and pagination.
+    - 🔒 Invariant: Time and pagination queries are mutually consistent.
+  - ℂ **ReportCollection** (`Class`) `[CRITICAL]`
+    - 📝 Paginated collection of normalized task reports.
+    - 🔒 Invariant: Represents paginated data correctly.
+  - ℂ **ReportDetailView** (`Class`) `[CRITICAL]`
+    - 📝 Detailed report representation including diagnostics and recovery actions.
+    - 🔒 Invariant: Incorporates a report and logs correctly.
+  - ƒ **_non_empty_str** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **_validate_sort_by** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **_validate_sort_order** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **_validate_time_range** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 📦 **backend.src.models.assistant** (`Module`)
+  - 📝 SQLAlchemy models for assistant audit trail and confirmation tokens.
+  - 🏗️ Layer: Domain
+  - 🔒 Invariant: Assistant records preserve immutable ids and creation timestamps.
+  - 🔗 DEPENDS_ON -> `backend.src.models.mapping`
+  - ℂ **AssistantAuditRecord** (`Class`)
+    - 📝 Store audit decisions and outcomes produced by assistant command handling.
+  - ℂ **AssistantMessageRecord** (`Class`)
+    - 📝 Persist chat history entries for assistant conversations.
+  - ℂ **AssistantConfirmationRecord** (`Class`)
+    - 📝 Persist risky operation confirmation tokens with lifecycle state.
+- 📦 **backend.src.models.storage** (`Module`) `[TRIVIAL]`
+  - 📝 Data models for the storage system.
+  - 🏗️ Layer: Domain
+  - ℂ **FileCategory** (`Class`) `[TRIVIAL]`
+    - 📝 Enumeration of supported file categories in the storage system.
+  - ℂ **StorageConfig** (`Class`) `[TRIVIAL]`
+    - 📝 Configuration model for the storage system, defining paths and naming patterns.
+  - ℂ **StoredFile** (`Class`) `[TRIVIAL]`
+    - 📝 Data model representing metadata for a file stored in the system.
+- 📦 **backend.src.models.dashboard** (`Module`)
+  - 📝 Defines data models for dashboard metadata and selection.
+  - 🏗️ Layer: Model
+  - ℂ **DashboardMetadata** (`Class`) `[TRIVIAL]`
+    - 📝 Represents a dashboard available for migration.
+  - ℂ **DashboardSelection** (`Class`) `[TRIVIAL]`
+    - 📝 Represents the user's selection of dashboards to migrate.
+- 📦 **backend.src.models.auth** (`Module`)
+  - 📝 SQLAlchemy models for multi-user authentication and authorization.
+  - 🏗️ Layer: Domain
+  - 🔒 Invariant: Usernames and emails must be unique.
+  - ƒ **generate_uuid** (`Function`)
+    - 📝 Generates a unique UUID string.
+  - 📦 **user_roles** (`Table`)
+    - 📝 Association table for many-to-many relationship between Users and Roles.
+  - 📦 **role_permissions** (`Table`)
+    - 📝 Association table for many-to-many relationship between Roles and Permissions.
+  - ℂ **User** (`Class`)
+    - 📝 Represents an identity that can authenticate to the system.
+  - ℂ **Role** (`Class`)
+    - 📝 Represents a collection of permissions.
+  - ℂ **Permission** (`Class`)
+    - 📝 Represents a specific capability within the system.
+  - ℂ **ADGroupMapping** (`Class`)
+    - 📝 Maps an Active Directory group to a local System Role.
+    - 🔗 DEPENDS_ON -> `Role`
+- 📦 **test_models** (`Module`) `[TRIVIAL]`
+  - 📝 Unit tests for data models
+  - 🏗️ Layer: Domain
+  - ƒ **test_environment_model** (`Function`)
+    - 📝 Tests that Environment model correctly stores values.
+- 📦 **test_report_models** (`Module`)
+  - 📝 Unit tests for report Pydantic models and their validators
+  - 🏗️ Layer: Domain
+  - ƒ **test_enum_values** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_enum_values** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_valid_creation** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_minimal_creation** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **_make_report** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_valid_creation** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_empty_report_id_raises** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_whitespace_report_id_raises** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_empty_task_id_raises** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_empty_summary_raises** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_summary_whitespace_trimmed** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_optional_fields** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_with_error_context** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_defaults** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_invalid_sort_by_raises** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_valid_sort_by_values** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_invalid_sort_order_raises** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_valid_sort_order_values** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_time_range_validation_valid** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_time_range_validation_invalid** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_page_ge_1** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_page_size_bounds** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_valid_creation** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_with_items** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_valid_creation** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_with_all_fields** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 📦 **backend.src.services.resource_service** (`Module`)
+  - 📝 Shared service for fetching resource data with Git status and task status
+  - 🏗️ Layer: Service
+  - 🔒 Invariant: All resources include metadata about their current state
+  - 🔗 DEPENDS_ON -> `backend.src.core.superset_client`
+  - 🔗 DEPENDS_ON -> `backend.src.core.task_manager`
+  - 🔗 DEPENDS_ON -> `backend.src.services.git_service`
+  - ℂ **ResourceService** (`Class`)
+    - 📝 Provides centralized access to resource data with enhanced metadata
+    - ƒ **__init__** (`Function`)
+      - 📝 Initialize the resource service with dependencies
+    - ƒ **get_dashboards_with_status** (`Function`)
+      - 📝 Fetch dashboards from environment with Git status and last task status
+      - 🔗 CALLS -> `SupersetClient.get_dashboards_summary`
+      - 🔗 CALLS -> `self._get_git_status_for_dashboard`
+      - 🔗 CALLS -> `self._get_last_task_for_resource`
+    - ƒ **get_datasets_with_status** (`Function`)
+      - 📝 Fetch datasets from environment with mapping progress and last task status
+      - 🔗 CALLS -> `SupersetClient.get_datasets_summary`
+      - 🔗 CALLS -> `self._get_last_task_for_resource`
+    - ƒ **get_activity_summary** (`Function`)
+      - 📝 Get summary of active and recent tasks for the activity indicator
+    - ƒ **_get_git_status_for_dashboard** (`Function`)
+      - 📝 Get Git sync status for a dashboard
+      - 🔗 CALLS -> `GitService.get_repo`
+    - ƒ **_get_last_task_for_resource** (`Function`)
+      - 📝 Get the most recent task for a specific resource
+    - ƒ **_extract_resource_name_from_task** (`Function`)
+      - 📝 Extract resource name from task params
+    - ƒ **_extract_resource_type_from_task** (`Function`)
+      - 📝 Extract resource type from task params
+- 📦 **backend.src.services.llm_prompt_templates** (`Module`)
+  - 📝 Provide default LLM prompt templates and normalization helpers for runtime usage.
+  - 🏗️ Layer: Domain
+  - 🔒 Invariant: All required prompt template keys are always present after normalization.
+  - 🔗 DEPENDS_ON -> `backend.src.core.config_manager`
+  - 📦 **DEFAULT_LLM_PROMPTS** (`Constant`)
+    - 📝 Default prompt templates used by documentation, dashboard validation, and git commit generation.
+  - 📦 **DEFAULT_LLM_PROVIDER_BINDINGS** (`Constant`)
+    - 📝 Default provider binding per task domain.
+  - 📦 **DEFAULT_LLM_ASSISTANT_SETTINGS** (`Constant`)
+    - 📝 Default planner settings for assistant chat intent model/provider resolution.
+  - ƒ **normalize_llm_settings** (`Function`)
+    - 📝 Ensure llm settings contain stable schema with prompts section and default templates.
+  - ƒ **is_multimodal_model** (`Function`)
+    - 📝 Heuristically determine whether model supports image input required for dashboard validation.
+  - ƒ **resolve_bound_provider_id** (`Function`)
+    - 📝 Resolve provider id configured for a task binding with fallback to default provider.
+  - ƒ **render_prompt** (`Function`)
+    - 📝 Render prompt template using deterministic placeholder replacement with graceful fallback.
+- 📦 **backend.src.services.llm_provider** (`Module`)
+  - 📝 Service for managing LLM provider configurations with encrypted API keys.
+  - 🏗️ Layer: Domain
+  - 🔗 DEPENDS_ON -> `backend.src.core.database`
+  - 🔗 DEPENDS_ON -> `backend.src.models.llm`
+  - ℂ **EncryptionManager** (`Class`) `[CRITICAL]`
+    - 📝 Handles encryption and decryption of sensitive data like API keys.
+    - 🔒 Invariant: Uses a secret key from environment or a default one (fallback only for dev).
+    - ƒ **EncryptionManager.__init__** (`Function`)
+      - 📝 Initialize the encryption manager with a Fernet key.
+    - ƒ **EncryptionManager.encrypt** (`Function`)
+      - 📝 Encrypt a plaintext string.
+    - ƒ **EncryptionManager.decrypt** (`Function`)
+      - 📝 Decrypt an encrypted string.
+  - ℂ **LLMProviderService** (`Class`)
+    - 📝 Service to manage LLM provider lifecycle.
+    - ƒ **LLMProviderService.__init__** (`Function`)
+      - 📝 Initialize the service with database session.
+    - ƒ **get_all_providers** (`Function`)
+      - 📝 Returns all configured LLM providers.
+    - ƒ **get_provider** (`Function`)
+      - 📝 Returns a single LLM provider by ID.
+    - ƒ **create_provider** (`Function`)
+      - 📝 Creates a new LLM provider with encrypted API key.
+    - ƒ **update_provider** (`Function`)
+      - 📝 Updates an existing LLM provider.
+    - ƒ **delete_provider** (`Function`)
+      - 📝 Deletes an LLM provider.
+    - ƒ **get_decrypted_api_key** (`Function`)
+      - 📝 Returns the decrypted API key for a provider.
+  - ƒ **__init__** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **encrypt** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **decrypt** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **__init__** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 📦 **backend.src.services** (`Module`)
+  - 📝 Package initialization for services module
+  - 🏗️ Layer: Core
+  - ƒ **__getattr__** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 📦 **backend.src.services.auth_service** (`Module`)
+  - 📝 Orchestrates authentication business logic.
+  - 🏗️ Layer: Service
+  - 🔒 Invariant: Authentication must verify both credentials and account status.
+  - ℂ **AuthService** (`Class`)
+    - 📝 Provides high-level authentication services.
+    - ƒ **__init__** (`Function`)
+      - 📝 Initializes the service with a database session.
+    - ƒ **authenticate_user** (`Function`)
+      - 📝 Authenticates a user with username and password.
+    - ƒ **create_session** (`Function`)
+      - 📝 Creates a JWT session for an authenticated user.
+    - ƒ **provision_adfs_user** (`Function`)
+      - 📝 Just-In-Time (JIT) provisioning for ADFS users based on group mappings.
+- 📦 **backend.src.services.git_service** (`Module`)
+  - 📝 Core Git logic using GitPython to manage dashboard repositories.
+  - 🏗️ Layer: Service
+  - 🔒 Invariant: All Git operations must be performed on a valid local directory.
+  - ℂ **GitService** (`Class`)
+    - 📝 Wrapper for GitPython operations with semantic logging and error handling.
+    - ƒ **__init__** (`Function`)
+      - 📝 Initializes the GitService with a base path for repositories.
+    - ƒ **_get_repo_path** (`Function`)
+      - 📝 Resolves the local filesystem path for a dashboard's repository.
+    - ƒ **init_repo** (`Function`)
+      - 📝 Initialize or clone a repository for a dashboard.
+    - ƒ **get_repo** (`Function`)
+      - 📝 Get Repo object for a dashboard.
+    - ƒ **list_branches** (`Function`)
+      - 📝 List all branches for a dashboard's repository.
+    - ƒ **create_branch** (`Function`)
+      - 📝 Create a new branch from an existing one.
+    - ƒ **checkout_branch** (`Function`)
+      - 📝 Switch to a specific branch.
+    - ƒ **commit_changes** (`Function`)
+      - 📝 Stage and commit changes.
+    - ƒ **push_changes** (`Function`)
+      - 📝 Push local commits to remote.
+    - ƒ **pull_changes** (`Function`)
+      - 📝 Pull changes from remote.
+    - ƒ **get_status** (`Function`)
+      - 📝 Get current repository status (dirty files, untracked, etc.)
+    - ƒ **get_diff** (`Function`)
+      - 📝 Generate diff for a file or the whole repository.
+    - ƒ **get_commit_history** (`Function`)
+      - 📝 Retrieve commit history for a repository.
+    - ƒ **test_connection** (`Function`)
+      - 📝 Test connection to Git provider using PAT.
+- 📦 **backend.src.services.mapping_service** (`Module`)
+  - 📝 Orchestrates database fetching and fuzzy matching suggestions.
+  - 🏗️ Layer: Service
+  - 🔒 Invariant: Suggestions are based on database names.
+  - 🔗 DEPENDS_ON -> `backend.src.core.superset_client`
+  - 🔗 DEPENDS_ON -> `backend.src.core.utils.matching`
+  - ℂ **MappingService** (`Class`)
+    - 📝 Service for handling database mapping logic.
+    - ƒ **__init__** (`Function`)
+      - 📝 Initializes the mapping service with a config manager.
+    - ƒ **_get_client** (`Function`)
+      - 📝 Helper to get an initialized SupersetClient for an environment.
+    - ƒ **get_suggestions** (`Function`)
+      - 📝 Fetches databases from both environments and returns fuzzy matching suggestions.
+- 📦 **test_encryption_manager** (`Module`)
+  - 📝 Unit tests for EncryptionManager encrypt/decrypt functionality.
+  - 🏗️ Layer: Domain
+  - 🔒 Invariant: Encrypt+decrypt roundtrip always returns original plaintext.
+  - ℂ **TestEncryptionManager** (`Class`)
+    - 📝 Validate EncryptionManager encrypt/decrypt roundtrip, uniqueness, and error handling.
+    - ƒ **test_encrypt_decrypt_roundtrip** (`Function`)
+      - 📝 Encrypt then decrypt returns original plaintext.
+    - ƒ **test_encrypt_produces_different_output** (`Function`)
+      - 📝 Same plaintext produces different ciphertext (Fernet uses random IV).
+    - ƒ **test_different_inputs_yield_different_ciphertext** (`Function`)
+      - 📝 Different inputs produce different ciphertexts.
+    - ƒ **test_decrypt_invalid_data_raises** (`Function`)
+      - 📝 Decrypting invalid data raises InvalidToken.
+    - ƒ **test_encrypt_empty_string** (`Function`)
+      - 📝 Encrypting and decrypting an empty string works.
+    - ƒ **test_custom_key_roundtrip** (`Function`)
+      - 📝 Custom Fernet key produces valid roundtrip.
+  - ƒ **_make_manager** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **__init__** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **encrypt** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **decrypt** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **__init__** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **encrypt** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **decrypt** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 📦 **backend.src.services.__tests__.test_llm_prompt_templates** (`Module`)
+  - 📝 Validate normalization and rendering behavior for configurable LLM prompt templates.
+  - 🏗️ Layer: Domain Tests
+  - 🔒 Invariant: All required prompt keys remain available after normalization.
+  - 🔗 DEPENDS_ON -> `backend.src.services.llm_prompt_templates`
+  - ƒ **test_normalize_llm_settings_adds_default_prompts** (`Function`)
+    - 📝 Ensure legacy/partial llm settings are expanded with all prompt defaults.
+  - ƒ **test_normalize_llm_settings_keeps_custom_prompt_values** (`Function`)
+    - 📝 Ensure user-customized prompt values are preserved during normalization.
+  - ƒ **test_render_prompt_replaces_known_placeholders** (`Function`)
+    - 📝 Ensure template placeholders are deterministically replaced.
+  - ƒ **test_is_multimodal_model_detects_known_vision_models** (`Function`)
+    - 📝 Ensure multimodal model detection recognizes common vision-capable model names.
+  - ƒ **test_resolve_bound_provider_id_prefers_binding_then_default** (`Function`)
+    - 📝 Verify provider binding resolution priority.
+  - ƒ **test_normalize_llm_settings_keeps_assistant_planner_settings** (`Function`)
+    - 📝 Ensure assistant planner provider/model fields are preserved and normalized.
+- 📦 **backend.src.services.__tests__.test_resource_service** (`Module`)
+  - 📝 Unit tests for ResourceService
+  - 🏗️ Layer: Service
+  - 🔒 Invariant: Resource summaries preserve task linkage and status projection behavior.
+  - ƒ **test_get_dashboards_with_status** (`Function`)
+    - 📝 Validate dashboard enrichment includes git/task status projections.
+  - ƒ **test_get_datasets_with_status** (`Function`)
+  - ƒ **test_get_activity_summary** (`Function`)
+  - ƒ **test_get_git_status_for_dashboard_no_repo** (`Function`)
+  - ƒ **test_get_last_task_for_resource** (`Function`)
+  - ƒ **test_extract_resource_name_from_task** (`Function`)
+  - ƒ **test_get_last_task_for_resource_empty_tasks** (`Function`)
+  - ƒ **test_get_last_task_for_resource_no_match** (`Function`)
+- 📦 **backend.src.services.reports.normalizer** (`Module`) `[CRITICAL]`
+  - 📝 Convert task manager task objects into canonical unified TaskReport entities with deterministic fallback behavior.
+  - 🏗️ Layer: Domain
+  - 🔒 Invariant: Unknown task types and partial payloads remain visible via fallback mapping.
+  - 🔗 DEPENDS_ON -> `backend.src.core.task_manager.models.Task`
+  - 🔗 DEPENDS_ON -> `backend.src.models.report`
+  - 🔗 DEPENDS_ON -> `backend.src.services.reports.type_profiles`
+  - ƒ **status_to_report_status** (`Function`)
+    - 📝 Normalize internal task status to canonical report status.
+  - ƒ **build_summary** (`Function`)
+    - 📝 Build deterministic user-facing summary from task payload and status.
+  - ƒ **extract_error_context** (`Function`)
+    - 📝 Extract normalized error context and next actions for failed/partial reports.
+  - ƒ **normalize_task_report** (`Function`)
+    - 📝 Convert one Task to canonical TaskReport envelope.
+- 📦 **backend.src.services.reports.type_profiles** (`Module`) `[CRITICAL]`
+  - 📝 Deterministic mapping of plugin/task identifiers to canonical report task types and fallback profile metadata.
+  - 🏗️ Layer: Domain
+  - 🔒 Invariant: Unknown input always resolves to TaskType.UNKNOWN with a single fallback profile.
+  - 🔗 DEPENDS_ON -> `backend.src.models.report.TaskType`
+  - 📦 **PLUGIN_TO_TASK_TYPE** (`Data`)
+    - 📝 Maps plugin identifiers to normalized report task types.
+  - 📦 **TASK_TYPE_PROFILES** (`Data`)
+    - 📝 Profile metadata registry for each normalized task type.
+  - ƒ **resolve_task_type** (`Function`)
+    - 📝 Resolve canonical task type from plugin/task identifier with guaranteed fallback.
+  - ƒ **get_type_profile** (`Function`)
+    - 📝 Return deterministic profile metadata for a task type.
+- 📦 **backend.src.services.reports.report_service** (`Module`) `[CRITICAL]`
+  - 📝 Aggregate, normalize, filter, and paginate task reports for unified list/detail API use cases.
+  - 🏗️ Layer: Domain
+  - 🔒 Invariant: List responses are deterministic and include applied filter echo metadata.
+  - 🔗 DEPENDS_ON -> `backend.src.core.task_manager.manager.TaskManager`
+  - 🔗 DEPENDS_ON -> `backend.src.models.report`
+  - 🔗 DEPENDS_ON -> `backend.src.services.reports.normalizer`
+  - ℂ **ReportsService** (`Class`) `[CRITICAL]`
+    - 📝 Service layer for list/detail report retrieval and normalization.
+    - 🔒 Invariant: Service methods are read-only over task history source.
+    - ƒ **__init__** (`Function`) `[CRITICAL]`
+      - 📝 Initialize service with TaskManager dependency.
+      - 🔒 Invariant: Constructor performs no task mutations.
+    - ƒ **_load_normalized_reports** (`Function`)
+      - 📝 Build normalized reports from all available tasks.
+      - 🔒 Invariant: Every returned item is a TaskReport.
+    - ƒ **_to_utc_datetime** (`Function`)
+      - 📝 Normalize naive/aware datetime values to UTC-aware datetime for safe comparisons.
+      - 🔒 Invariant: Naive datetimes are interpreted as UTC to preserve deterministic ordering/filtering.
+    - ƒ **_datetime_sort_key** (`Function`)
+      - 📝 Produce stable numeric sort key for report timestamps.
+      - 🔒 Invariant: Mixed naive/aware datetimes never raise TypeError.
+    - ƒ **_matches_query** (`Function`)
+      - 📝 Apply query filtering to a report.
+      - 🔒 Invariant: Filter evaluation is side-effect free.
+    - ƒ **_sort_reports** (`Function`)
+      - 📝 Sort reports deterministically according to query settings.
+      - 🔒 Invariant: Sorting criteria are deterministic for equal input.
+    - ƒ **list_reports** (`Function`)
+      - 📝 Return filtered, sorted, paginated report collection.
+    - ƒ **get_report_detail** (`Function`)
+      - 📝 Return one normalized report with timeline/diagnostics/next actions.
+- 📦 **test_report_service** (`Module`)
+  - 📝 Unit tests for ReportsService list/detail operations
+  - 🏗️ Layer: Domain
+  - ƒ **_make_task** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **_make_service** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_empty_tasks_returns_empty_collection** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_single_task_normalized** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_pagination_first_page** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_pagination_last_page** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_filter_by_status** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_filter_by_task_type** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_search_filter** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_sort_by_status** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_applied_filters_echoed** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **_make_service** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_detail_found** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_detail_not_found** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_detail_includes_timeline** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_detail_failed_task_has_next_actions** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_detail_success_task_no_error_next_actions** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 📦 **backend.tests.test_report_normalizer** (`Module`)
+  - 📝 Validate unknown task type fallback and partial payload normalization behavior.
+  - 🏗️ Layer: Domain (Tests)
+  - 🔒 Invariant: Unknown plugin types are mapped to canonical unknown task type.
+  - ƒ **test_unknown_type_maps_to_unknown_profile** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_partial_payload_keeps_report_visible_with_placeholders** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 📦 **BackupPlugin** (`Module`)
+  - 📝 A plugin that provides functionality to back up Superset dashboards.
+  - 🏗️ Layer: App
+  - 🔗 IMPLEMENTS -> `PluginBase`
+  - 🔗 DEPENDS_ON -> `superset_tool.client`
+  - 🔗 DEPENDS_ON -> `superset_tool.utils`
+  - ℂ **BackupPlugin** (`Class`)
+    - 📝 Implementation of the backup plugin logic.
+    - ƒ **id** (`Function`)
+      - 📝 Returns the unique identifier for the backup plugin.
+    - ƒ **name** (`Function`)
+      - 📝 Returns the human-readable name of the backup plugin.
+    - ƒ **description** (`Function`)
+      - 📝 Returns a description of the backup plugin.
+    - ƒ **version** (`Function`)
+      - 📝 Returns the version of the backup plugin.
+    - ƒ **ui_route** (`Function`)
+      - 📝 Returns the frontend route for the backup plugin.
+    - ƒ **get_schema** (`Function`)
+      - 📝 Returns the JSON schema for backup plugin parameters.
+    - ƒ **execute** (`Function`)
+      - 📝 Executes the dashboard backup logic with TaskContext support.
+- 📦 **DebugPluginModule** (`Module`)
+  - 📝 Implements a plugin for system diagnostics and debugging Superset API responses.
+  - 🏗️ Layer: Plugins
+  - ℂ **DebugPlugin** (`Class`)
+    - 📝 Plugin for system diagnostics and debugging.
+    - ƒ **id** (`Function`)
+      - 📝 Returns the unique identifier for the debug plugin.
+    - ƒ **name** (`Function`)
+      - 📝 Returns the human-readable name of the debug plugin.
+    - ƒ **description** (`Function`)
+      - 📝 Returns a description of the debug plugin.
+    - ƒ **version** (`Function`)
+      - 📝 Returns the version of the debug plugin.
+    - ƒ **ui_route** (`Function`)
+      - 📝 Returns the frontend route for the debug plugin.
+    - ƒ **get_schema** (`Function`)
+      - 📝 Returns the JSON schema for the debug plugin parameters.
+    - ƒ **execute** (`Function`)
+      - 📝 Executes the debug logic with TaskContext support.
+    - ƒ **_test_db_api** (`Function`)
+      - 📝 Tests database API connectivity for source and target environments.
+    - ƒ **_get_dataset_structure** (`Function`)
+      - 📝 Retrieves the structure of a dataset.
+- 📦 **SearchPluginModule** (`Module`)
+  - 📝 Implements a plugin for searching text patterns across all datasets in a specific Superset environment.
+  - 🏗️ Layer: Plugins
+  - ℂ **SearchPlugin** (`Class`)
+    - 📝 Plugin for searching text patterns in Superset datasets.
+    - ƒ **id** (`Function`)
+      - 📝 Returns the unique identifier for the search plugin.
+    - ƒ **name** (`Function`)
+      - 📝 Returns the human-readable name of the search plugin.
+    - ƒ **description** (`Function`)
+      - 📝 Returns a description of the search plugin.
+    - ƒ **version** (`Function`)
+      - 📝 Returns the version of the search plugin.
+    - ƒ **ui_route** (`Function`)
+      - 📝 Returns the frontend route for the search plugin.
+    - ƒ **get_schema** (`Function`)
+      - 📝 Returns the JSON schema for the search plugin parameters.
+    - ƒ **execute** (`Function`)
+      - 📝 Executes the dataset search logic with TaskContext support.
+    - ƒ **_get_context** (`Function`)
+      - 📝 Extracts a small context around the match for display.
+- 📦 **MapperPluginModule** (`Module`)
+  - 📝 Implements a plugin for mapping dataset columns using external database connections or Excel files.
+  - 🏗️ Layer: Plugins
+  - ℂ **MapperPlugin** (`Class`)
+    - 📝 Plugin for mapping dataset columns verbose names.
+    - ƒ **id** (`Function`)
+      - 📝 Returns the unique identifier for the mapper plugin.
+    - ƒ **name** (`Function`)
+      - 📝 Returns the human-readable name of the mapper plugin.
+    - ƒ **description** (`Function`)
+      - 📝 Returns a description of the mapper plugin.
+    - ƒ **version** (`Function`)
+      - 📝 Returns the version of the mapper plugin.
+    - ƒ **ui_route** (`Function`)
+      - 📝 Returns the frontend route for the mapper plugin.
+    - ƒ **get_schema** (`Function`)
+      - 📝 Returns the JSON schema for the mapper plugin parameters.
+    - ƒ **execute** (`Function`)
+      - 📝 Executes the dataset mapping logic with TaskContext support.
+- 📦 **backend.src.plugins.git_plugin** (`Module`)
+  - 📝 Предоставляет плагин для версионирования и развертывания дашбордов Superset.
+  - 🏗️ Layer: Plugin
+  - 🔒 Invariant: Все операции с Git должны выполняться через GitService.
+  - ℂ **GitPlugin** (`Class`)
+    - 📝 Реализация плагина Git Integration для управления версиями дашбордов.
+    - ƒ **__init__** (`Function`)
+      - 📝 Инициализирует плагин и его зависимости.
+    - ƒ **id** (`Function`)
+      - 📝 Returns the plugin identifier.
+    - ƒ **name** (`Function`)
+      - 📝 Returns the plugin name.
+    - ƒ **description** (`Function`)
+      - 📝 Returns the plugin description.
+    - ƒ **version** (`Function`)
+      - 📝 Returns the plugin version.
+    - ƒ **ui_route** (`Function`)
+      - 📝 Returns the frontend route for the git plugin.
+    - ƒ **get_schema** (`Function`)
+      - 📝 Возвращает JSON-схему параметров для выполнения задач плагина.
+    - ƒ **initialize** (`Function`)
+      - 📝 Выполняет начальную настройку плагина.
+      - ƒ **execute** (`Function`)
+        - 📝 Основной метод выполнения задач плагина с поддержкой TaskContext.
+        - 🔗 CALLS -> `self._handle_sync`
+        - 🔗 CALLS -> `self._handle_deploy`
+      - ƒ **_handle_sync** (`Function`)
+        - 📝 Экспортирует дашборд из Superset и распаковывает в Git-репозиторий.
+        - 🔗 CALLS -> `src.services.git_service.GitService.get_repo`
+        - 🔗 CALLS -> `src.core.superset_client.SupersetClient.export_dashboard`
+      - ƒ **_handle_deploy** (`Function`)
+        - 📝 Упаковывает репозиторий в ZIP и импортирует в целевое окружение Superset.
+        - 🔗 CALLS -> `src.core.superset_client.SupersetClient.import_dashboard`
+      - ƒ **_get_env** (`Function`)
+        - 📝 Вспомогательный метод для получения конфигурации окружения.
+- 📦 **MigrationPlugin** (`Module`)
+  - 📝 A plugin that provides functionality to migrate Superset dashboards between environments.
+  - 🏗️ Layer: App
+  - 🔗 IMPLEMENTS -> `PluginBase`
+  - 🔗 DEPENDS_ON -> `superset_tool.client`
+  - 🔗 DEPENDS_ON -> `superset_tool.utils`
+  - ℂ **MigrationPlugin** (`Class`)
+    - 📝 Implementation of the migration plugin logic.
+    - ƒ **id** (`Function`)
+      - 📝 Returns the unique identifier for the migration plugin.
+    - ƒ **name** (`Function`)
+      - 📝 Returns the human-readable name of the migration plugin.
+    - ƒ **description** (`Function`)
+      - 📝 Returns a description of the migration plugin.
+    - ƒ **version** (`Function`)
+      - 📝 Returns the version of the migration plugin.
+    - ƒ **ui_route** (`Function`)
+      - 📝 Returns the frontend route for the migration plugin.
+    - ƒ **get_schema** (`Function`)
+      - 📝 Returns the JSON schema for migration plugin parameters.
+    - ƒ **execute** (`Function`)
+      - 📝 Executes the dashboard migration logic with TaskContext support.
+      - 📦 **MigrationPlugin.execute** (`Action`)
+        - 📝 Execute the migration logic with proper task logging.
+- ƒ **schedule_dashboard_validation** (`Function`)
+  - 📝 Schedules a recurring dashboard validation task.
+- ƒ **_parse_cron** (`Function`)
+  - 📝 Basic cron parser placeholder.
+- 📦 **scheduler** (`Module`) `[TRIVIAL]`
+  - 📝 Auto-generated module for backend/src/plugins/llm_analysis/scheduler.py
+  - 🏗️ Layer: Unknown
+  - ƒ **job_func** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- ℂ **LLMProviderType** (`Class`)
+  - 📝 Enum for supported LLM providers.
+- ℂ **LLMProviderConfig** (`Class`)
+  - 📝 Configuration for an LLM provider.
+- ℂ **ValidationStatus** (`Class`)
+  - 📝 Enum for dashboard validation status.
+- ℂ **DetectedIssue** (`Class`)
+  - 📝 Model for a single issue detected during validation.
+- ℂ **ValidationResult** (`Class`)
+  - 📝 Model for dashboard validation result.
+- ƒ **_is_masked_or_invalid_api_key** (`Function`)
+  - 📝 Guards against placeholder or malformed API keys in runtime.
+- ƒ **_json_safe_value** (`Function`)
+  - 📝 Recursively normalize payload values for JSON serialization.
+- ℂ **DashboardValidationPlugin** (`Class`)
+  - 📝 Plugin for automated dashboard health analysis using LLMs.
+  - 🔗 IMPLEMENTS -> `backend.src.core.plugin_base.PluginBase`
+  - ƒ **DashboardValidationPlugin.execute** (`Function`)
+    - 📝 Executes the dashboard validation task with TaskContext support.
+- ℂ **DocumentationPlugin** (`Class`)
+  - 📝 Plugin for automated dataset documentation using LLMs.
+  - 🔗 IMPLEMENTS -> `backend.src.core.plugin_base.PluginBase`
+  - ƒ **DocumentationPlugin.execute** (`Function`)
+    - 📝 Executes the dataset documentation task with TaskContext support.
+- 📦 **plugin** (`Module`) `[TRIVIAL]`
+  - 📝 Auto-generated module for backend/src/plugins/llm_analysis/plugin.py
+  - 🏗️ Layer: Unknown
+  - ƒ **id** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **name** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **description** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **version** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **get_schema** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **execute** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **id** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **name** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **description** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **version** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **get_schema** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **execute** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- ℂ **ScreenshotService** (`Class`)
+  - 📝 Handles capturing screenshots of Superset dashboards.
+  - ƒ **ScreenshotService.__init__** (`Function`)
+    - 📝 Initializes the ScreenshotService with environment configuration.
+  - ƒ **ScreenshotService.capture_dashboard** (`Function`)
+    - 📝 Captures a full-page screenshot of a dashboard using Playwright and CDP.
+- ℂ **LLMClient** (`Class`)
+  - 📝 Wrapper for LLM provider APIs.
+  - ƒ **LLMClient.__init__** (`Function`)
+    - 📝 Initializes the LLMClient with provider settings.
+  - ƒ **LLMClient._supports_json_response_format** (`Function`)
+    - 📝 Detect whether provider/model is likely compatible with response_format=json_object.
+  - ƒ **LLMClient.get_json_completion** (`Function`)
+    - 📝 Helper to handle LLM calls with JSON mode and fallback parsing.
+  - ƒ **LLMClient.analyze_dashboard** (`Function`)
+    - 📝 Sends dashboard data (screenshot + logs) to LLM for health analysis.
+- 📦 **service** (`Module`) `[TRIVIAL]`
+  - 📝 Auto-generated module for backend/src/plugins/llm_analysis/service.py
+  - 🏗️ Layer: Unknown
+  - ƒ **__init__** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **capture_dashboard** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **switch_tabs** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **__init__** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **_supports_json_response_format** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **_should_retry** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **get_json_completion** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **analyze_dashboard** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 📦 **StoragePlugin** (`Module`)
+  - 📝 Provides core filesystem operations for managing backups and repositories.
+  - 🏗️ Layer: App
+  - 🔒 Invariant: All file operations must be restricted to the configured storage root.
+  - 🔗 IMPLEMENTS -> `PluginBase`
+  - 🔗 DEPENDS_ON -> `backend.src.models.storage`
+  - ℂ **StoragePlugin** (`Class`)
+    - 📝 Implementation of the storage management plugin.
+    - ƒ **__init__** (`Function`)
+      - 📝 Initializes the StoragePlugin and ensures required directories exist.
+    - ƒ **id** (`Function`)
+      - 📝 Returns the unique identifier for the storage plugin.
+    - ƒ **name** (`Function`)
+      - 📝 Returns the human-readable name of the storage plugin.
+    - ƒ **description** (`Function`)
+      - 📝 Returns a description of the storage plugin.
+    - ƒ **version** (`Function`)
+      - 📝 Returns the version of the storage plugin.
+    - ƒ **ui_route** (`Function`)
+      - 📝 Returns the frontend route for the storage plugin.
+    - ƒ **get_schema** (`Function`)
+      - 📝 Returns the JSON schema for storage plugin parameters.
+    - ƒ **execute** (`Function`)
+      - 📝 Executes storage-related tasks with TaskContext support.
+    - ƒ **get_storage_root** (`Function`)
+      - 📝 Resolves the absolute path to the storage root.
+    - ƒ **resolve_path** (`Function`)
+      - 📝 Resolves a dynamic path pattern using provided variables.
+    - ƒ **ensure_directories** (`Function`)
+      - 📝 Creates the storage root and category subdirectories if they don't exist.
+    - ƒ **validate_path** (`Function`)
+      - 📝 Prevents path traversal attacks by ensuring the path is within the storage root.
+    - ƒ **list_files** (`Function`)
+      - 📝 Lists all files and directories in a specific category and subpath.
+    - ƒ **save_file** (`Function`)
+      - 📝 Saves an uploaded file to the specified category and optional subpath.
+    - ƒ **delete_file** (`Function`)
+      - 📝 Deletes a file or directory from the specified category and path.
+    - ƒ **get_file_path** (`Function`)
+      - 📝 Returns the absolute path of a file for download.
+- ℂ **GitLLMExtension** (`Class`)
+  - 📝 Provides LLM capabilities to the Git plugin.
+  - ƒ **suggest_commit_message** (`Function`)
+    - 📝 Generates a suggested commit message based on a diff and history.
+- 📦 **llm_extension** (`Module`) `[TRIVIAL]`
+  - 📝 Auto-generated module for backend/src/plugins/git/llm_extension.py
+  - 🏗️ Layer: Unknown
+  - ƒ **__init__** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 📦 **test_task_persistence** (`Module`) `[CRITICAL]`
+  - 📝 Unit tests for TaskPersistenceService.
+  - 🏗️ Layer: Test
+  - ℂ **TestTaskPersistenceHelpers** (`Class`) `[CRITICAL]`
+    - 📝 Test suite for TaskPersistenceService static helper methods.
+    - ƒ **test_json_load_if_needed_none** (`Function`)
+      - 📝 Test _json_load_if_needed with None input.
+    - ƒ **test_json_load_if_needed_dict** (`Function`)
+      - 📝 Test _json_load_if_needed with dict input.
+    - ƒ **test_json_load_if_needed_list** (`Function`)
+      - 📝 Test _json_load_if_needed with list input.
+    - ƒ **test_json_load_if_needed_json_string** (`Function`)
+      - 📝 Test _json_load_if_needed with JSON string.
+    - ƒ **test_json_load_if_needed_empty_string** (`Function`)
+      - 📝 Test _json_load_if_needed with empty/null strings.
+    - ƒ **test_json_load_if_needed_plain_string** (`Function`)
+      - 📝 Test _json_load_if_needed with non-JSON string.
+    - ƒ **test_json_load_if_needed_integer** (`Function`)
+      - 📝 Test _json_load_if_needed with integer.
+    - ƒ **test_parse_datetime_none** (`Function`)
+      - 📝 Test _parse_datetime with None.
+    - ƒ **test_parse_datetime_datetime_object** (`Function`)
+      - 📝 Test _parse_datetime with datetime object.
+    - ƒ **test_parse_datetime_iso_string** (`Function`)
+      - 📝 Test _parse_datetime with ISO string.
+    - ƒ **test_parse_datetime_invalid_string** (`Function`)
+      - 📝 Test _parse_datetime with invalid string.
+    - ƒ **test_parse_datetime_integer** (`Function`)
+      - 📝 Test _parse_datetime with non-string, non-datetime.
+  - ℂ **TestTaskPersistenceService** (`Class`) `[CRITICAL]`
+    - 📝 Test suite for TaskPersistenceService CRUD operations.
+    - ƒ **setup_class** (`Function`)
+      - 📝 Setup in-memory test database.
+    - ƒ **teardown_class** (`Function`)
+      - 📝 Dispose of test database.
+    - ƒ **setup_method** (`Function`)
+      - 📝 Clean task_records table before each test.
+    - ƒ **test_persist_task_new** (`Function`)
+      - 📝 Test persisting a new task creates a record.
+    - ƒ **test_persist_task_update** (`Function`)
+      - 📝 Test updating an existing task.
+    - ƒ **test_persist_task_with_logs** (`Function`)
+      - 📝 Test persisting a task with log entries.
+    - ƒ **test_persist_task_failed_extracts_error** (`Function`)
+      - 📝 Test that FAILED task extracts last error message.
+    - ƒ **test_persist_tasks_batch** (`Function`)
+      - 📝 Test persisting multiple tasks.
+    - ƒ **test_load_tasks** (`Function`)
+      - 📝 Test loading tasks from database.
+    - ƒ **test_load_tasks_with_status_filter** (`Function`)
+      - 📝 Test loading tasks filtered by status.
+    - ƒ **test_load_tasks_with_limit** (`Function`)
+      - 📝 Test loading tasks with limit.
+    - ƒ **test_delete_tasks** (`Function`)
+      - 📝 Test deleting tasks by ID list.
+    - ƒ **test_delete_tasks_empty_list** (`Function`)
+      - 📝 Test deleting with empty list (no-op).
+    - ƒ **test_persist_task_with_datetime_in_params** (`Function`)
+      - 📝 Test json_serializable handles datetime in params.
+  - ƒ **_patched** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **_make_task** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- ƒ **test_environment_model** (`Function`)
+  - 📝 Tests that Environment model correctly stores values.
+- 📦 **test_task_manager** (`Module`) `[CRITICAL]`
+  - 📝 Unit tests for TaskManager lifecycle, CRUD, log buffering, and filtering.
+  - 🏗️ Layer: Core
+  - 🔒 Invariant: TaskManager state changes are deterministic and testable with mocked dependencies.
+  - ƒ **_make_manager** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **_cleanup_manager** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_init_creates_empty_tasks** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_init_loads_persisted_tasks** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_init_starts_flusher_thread** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_get_task_returns_none_for_missing** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_get_task_returns_existing** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_get_all_tasks** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_get_tasks_with_status_filter** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_get_tasks_with_plugin_filter** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_get_tasks_with_pagination** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_get_tasks_completed_only** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_create_task_success** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_create_task_unknown_plugin_raises** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_create_task_invalid_params_raises** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_add_log_appends_to_task_and_buffer** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_add_log_skips_nonexistent_task** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_flush_logs_writes_to_persistence** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_flush_task_logs_writes_single_task** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_flush_logs_requeues_on_failure** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_clear_all_non_active** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_clear_by_status** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_clear_preserves_awaiting_input** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_subscribe_creates_queue** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_unsubscribe_removes_queue** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_multiple_subscribers** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_await_input_sets_status** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_await_input_not_running_raises** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_await_input_nonexistent_raises** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_resume_with_password** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_resume_not_awaiting_raises** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_resume_empty_passwords_raises** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 📦 **backend.tests.test_dashboards_api** (`Module`)
+  - 📝 Comprehensive contract-driven tests for Dashboard Hub API
+  - 🏗️ Layer: Domain (Tests)
+  - ƒ **mock_deps** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_get_dashboards_success** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_get_dashboards_with_search** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_get_dashboards_empty** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_get_dashboards_superset_failure** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_get_dashboards_env_not_found** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_get_dashboards_invalid_pagination** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_get_database_mappings_success** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_get_database_mappings_env_not_found** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_get_dashboard_detail_success** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_get_dashboard_detail_env_not_found** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_get_dashboard_tasks_history_success** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_get_dashboard_tasks_history_sorting** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_get_dashboard_thumbnail_success** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_get_dashboard_thumbnail_env_not_found** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_get_dashboard_thumbnail_202** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_migrate_dashboards_success** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_migrate_dashboards_pre_checks** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_migrate_dashboards_env_not_found** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_backup_dashboards_success** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_backup_dashboards_pre_checks** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_backup_dashboards_env_not_found** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_backup_dashboards_with_schedule** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_task_matches_dashboard_logic** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 📦 **test_dashboards_api** (`Test`)
+  - 📝 Verify GET /api/dashboards contract compliance
+- 📦 **test_datasets_api** (`Test`)
+  - 📝 Verify GET /api/datasets contract compliance
+- 📦 **test_pagination_boundaries** (`Test`)
+  - 📝 Verify pagination validation for GET endpoints
+- 📦 **test_resource_hubs** (`Module`) `[TRIVIAL]`
+  - 📝 Auto-generated module for backend/tests/test_resource_hubs.py
+  - 🏗️ Layer: Unknown
+  - ƒ **mock_deps** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_get_dashboards_success** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_get_dashboards_not_found** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_get_dashboards_search** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_get_datasets_success** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_get_datasets_not_found** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_get_datasets_search** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_get_datasets_service_failure** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_get_dashboards_pagination_zero_page** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_get_dashboards_pagination_oversize** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_get_datasets_pagination_zero_page** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_get_datasets_pagination_oversize** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 📦 **test_task_logger** (`Module`)
+  - 📝 Unit tests for TaskLogger and TaskContext.
+  - 🏗️ Layer: Test
+  - ℂ **TestTaskLogger** (`Class`)
+    - 📝 Test suite for TaskLogger.
+    - ƒ **setup_method** (`Function`)
+      - 📝 Setup for each test method.
+    - ƒ **test_init** (`Function`)
+      - 📝 Test TaskLogger initialization.
+    - ƒ **test_with_source** (`Function`)
+      - 📝 Test creating a sub-logger with different source.
+    - ƒ **test_debug** (`Function`)
+      - 📝 Test debug log level.
+    - ƒ **test_info** (`Function`)
+      - 📝 Test info log level.
+    - ƒ **test_warning** (`Function`)
+      - 📝 Test warning log level.
+    - ƒ **test_error** (`Function`)
+      - 📝 Test error log level.
+    - ƒ **test_error_with_metadata** (`Function`)
+      - 📝 Test error logging with metadata.
+    - ƒ **test_progress** (`Function`)
+      - 📝 Test progress logging.
+    - ƒ **test_progress_clamping** (`Function`)
+      - 📝 Test progress value clamping (0-100).
+    - ƒ **test_source_override** (`Function`)
+      - 📝 Test overriding the default source.
+    - ƒ **test_sub_logger_source_independence** (`Function`)
+      - 📝 Test sub-logger independence from parent.
+  - ℂ **TestTaskContext** (`Class`)
+    - 📝 Test suite for TaskContext.
+    - ƒ **setup_method** (`Function`)
+      - 📝 Setup for each test method.
+    - ƒ **test_init** (`Function`)
+      - 📝 Test TaskContext initialization.
+    - ƒ **test_task_id_property** (`Function`)
+      - 📝 Test task_id property.
+    - ƒ **test_logger_property** (`Function`)
+      - 📝 Test logger property.
+    - ƒ **test_params_property** (`Function`)
+      - 📝 Test params property.
+    - ƒ **test_get_param** (`Function`)
+      - 📝 Test getting a specific parameter.
+    - ƒ **test_create_sub_context** (`Function`)
+      - 📝 Test creating a sub-context with different source.
+    - ƒ **test_context_logger_delegates_to_task_logger** (`Function`)
+      - 📝 Test context logger delegates to TaskLogger.
+    - ƒ **test_sub_context_with_source** (`Function`)
+      - 📝 Test sub-context logger uses new source.
+    - ƒ **test_multiple_sub_contexts** (`Function`)
+      - 📝 Test creating multiple sub-contexts.
+- 📦 **test_smoke_plugins** (`Module`) `[TRIVIAL]`
+  - 📝 Auto-generated module for backend/tests/test_smoke_plugins.py
+  - 🏗️ Layer: Unknown
+  - ƒ **test_plugins_load_successfully** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_task_manager_initializes_with_plugins** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- ƒ **test_belief_scope_logs_entry_action_exit_at_debug** (`Function`)
+  - 📝 Test that belief_scope generates [ID][Entry], [ID][Action], and [ID][Exit] logs at DEBUG level.
+- ƒ **test_belief_scope_error_handling** (`Function`)
+  - 📝 Test that belief_scope logs Coherence:Failed on exception.
+- ƒ **test_belief_scope_success_coherence** (`Function`)
+  - 📝 Test that belief_scope logs Coherence:OK on success.
+- ƒ **test_belief_scope_not_visible_at_info** (`Function`)
+  - 📝 Test that belief_scope Entry/Exit/Coherence logs are NOT visible at INFO level.
+- ƒ **test_task_log_level_default** (`Function`)
+  - 📝 Test that default task log level is INFO.
+- ƒ **test_should_log_task_level** (`Function`)
+  - 📝 Test that should_log_task_level correctly filters log levels.
+- ƒ **test_configure_logger_task_log_level** (`Function`)
+  - 📝 Test that configure_logger updates task_log_level.
+- ƒ **test_enable_belief_state_flag** (`Function`)
+  - 📝 Test that enable_belief_state flag controls belief_scope logging.
+- 📦 **test_auth** (`Module`) `[TRIVIAL]`
+  - 📝 Auto-generated module for backend/tests/test_auth.py
+  - 🏗️ Layer: Unknown
+  - ƒ **db_session** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **auth_service** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **auth_repo** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_create_user** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_authenticate_user** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_create_session** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_role_permission_association** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_user_role_association** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_ad_group_mapping** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 📦 **test_log_persistence** (`Module`) `[CRITICAL]`
+  - 📝 Unit tests for TaskLogPersistenceService.
+  - 🏗️ Layer: Test
+  - ℂ **TestLogPersistence** (`Class`) `[CRITICAL]`
+    - 📝 Test suite for TaskLogPersistenceService.
+    - ƒ **setup_class** (`Function`)
+      - 📝 Setup test database and service instance.
+    - ƒ **teardown_class** (`Function`)
+      - 📝 Clean up test database.
+    - ƒ **setup_method** (`Function`)
+      - 📝 Setup for each test method — clean task_logs table.
+    - ƒ **test_add_logs_single** (`Function`)
+      - 📝 Test adding a single log entry.
+    - ƒ **test_add_logs_batch** (`Function`)
+      - 📝 Test adding multiple log entries in batch.
+    - ƒ **test_add_logs_empty** (`Function`)
+      - 📝 Test adding empty log list (should be no-op).
+    - ƒ **test_get_logs_by_task_id** (`Function`)
+      - 📝 Test retrieving logs by task ID.
+    - ƒ **test_get_logs_with_filters** (`Function`)
+      - 📝 Test retrieving logs with level and source filters.
+    - ƒ **test_get_logs_with_pagination** (`Function`)
+      - 📝 Test retrieving logs with pagination.
+    - ƒ **test_get_logs_with_search** (`Function`)
+      - 📝 Test retrieving logs with search query.
+    - ƒ **test_get_log_stats** (`Function`)
+      - 📝 Test retrieving log statistics.
+    - ƒ **test_get_sources** (`Function`)
+      - 📝 Test retrieving unique log sources.
+    - ƒ **test_delete_logs_for_task** (`Function`)
+      - 📝 Test deleting logs by task ID.
+    - ƒ **test_delete_logs_for_tasks** (`Function`)
+      - 📝 Test deleting logs for multiple tasks.
+    - ƒ **test_delete_logs_for_tasks_empty** (`Function`)
+      - 📝 Test deleting with empty list (no-op).
+  - ƒ **_patched** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 📦 **backend.tests.core.test_mapping_service** (`Module`)
+  - 📝 Unit tests for the IdMappingService matching UUIDs to integer IDs.
+  - 🏗️ Layer: Domain
+  - ƒ **db_session** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **__init__** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **get_all_resources** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_sync_environment_upserts_correctly** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_get_remote_id_returns_integer** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_get_remote_ids_batch_returns_dict** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_sync_environment_updates_existing_mapping** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_sync_environment_skips_resources_without_uuid** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_sync_environment_handles_api_error_gracefully** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **get_all_resources** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_get_remote_id_returns_none_for_missing** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_get_remote_ids_batch_returns_empty_for_empty_input** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_mapping_service_alignment_with_test_data** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_sync_environment_requires_existing_env** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_sync_environment_deletes_stale_mappings** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 📦 **test_defensive_guards** (`Module`) `[TRIVIAL]`
+  - 📝 Auto-generated module for backend/tests/core/test_defensive_guards.py
+  - 🏗️ Layer: Unknown
+  - ƒ **test_git_service_get_repo_path_guard** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_superset_client_import_dashboard_guard** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+- 📦 **backend.tests.core.test_migration_engine** (`Module`)
+  - 📝 Unit tests for MigrationEngine's cross-filter patching algorithms.
+  - 🏗️ Layer: Domain
+  - ƒ **__init__** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **get_remote_ids_batch** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **_write_dashboard_yaml** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_patch_dashboard_metadata_replaces_chart_ids** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_patch_dashboard_metadata_replaces_dataset_ids** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_patch_dashboard_metadata_skips_when_no_metadata** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_patch_dashboard_metadata_handles_missing_targets** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_extract_chart_uuids_from_archive** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_transform_yaml_replaces_database_uuid** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_transform_yaml_ignores_unmapped_uuid** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_transform_zip_end_to_end** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_transform_zip_invalid_path** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
+  - ƒ **test_transform_yaml_nonexistent_file** (`Function`) `[TRIVIAL]`
+    - 📝 Auto-detected function (orphan)
diff --git a/.ai/shots/critical_module.py b/.ai/shots/critical_module.py
index 490b25d..79a9db3 100644
--- a/.ai/shots/critical_module.py
+++ b/.ai/shots/critical_module.py
@@ -3,76 +3,28 @@
 # @SEMANTICS: Finance, ACID, Transfer, Ledger
 # @PURPOSE: Core banking transaction processor with ACID guarantees.
 # @LAYER: Domain (Core)
-# @RELATION: DEPENDS_ON -> [DEF:Infra:PostgresDB]
-# @RELATION: DEPENDS_ON -> [DEF:Infra:AuditLog]
+# @RELATION: DEPENDS_ON ->[DEF:Infra:PostgresDB]
 #
 # @INVARIANT: Total system balance must remain constant (Double-Entry Bookkeeping).
 # @INVARIANT: Negative transfers are strictly forbidden.
-# @INVARIANT: No partial commit must occur under failure (ACID Atomicity).
 
-# @TEST_CONTRACT: TransferInput ->
-# {
-#   required_fields: {
-#       sender_id: str,
-#       receiver_id: str,
-#       amount: Decimal
-#   },
-#   invariants: [
-#       "amount > 0",
-#       "sender_id != receiver_id"
-#   ],
-#   constraints: [
-#       "sender must exist",
-#       "receiver must exist"
-#   ]
-# }
+# --- Test Specifications (The "What" and "Why", not the "Data") ---
+# @TEST_CONTRACT: Input -> TransferInputDTO, Output -> TransferResultDTO
 
-# @TEST_CONTRACT: TransferResult ->
-# {
-#   required_fields: {
-#       tx_id: str,
-#       status: str,
-#       new_balance: Decimal
-#   },
-#   invariants: [
-#       "status == COMPLETED implies balance mutation occurred"
-#   ]
-# }
+# Happy Path
+# @TEST_SCENARIO: sufficient_funds -> Returns COMPLETED, balances updated.
+# @TEST_FIXTURE: sufficient_funds -> file:./__tests__/fixtures/transfers.json#happy_path
 
-# @TEST_FIXTURE: sufficient_funds ->
-# {
-#   sender_balance: 500.00,
-#   receiver_balance: 100.00,
-#   amount: 100.00
-# }
+# Edge Cases (CRITICAL)
+# @TEST_SCENARIO: insufficient_funds -> Throws BusinessRuleViolation("INSUFFICIENT_FUNDS").
+# @TEST_SCENARIO: negative_amount -> Throws BusinessRuleViolation("Transfer amount must be positive.").
+# @TEST_SCENARIO: self_transfer -> Throws BusinessRuleViolation("Cannot transfer to self.").
+# @TEST_SCENARIO: audit_failure -> Throws RuntimeError("TRANSACTION_ABORTED").
+# @TEST_SCENARIO: concurrency_conflict -> Throws DBTransactionError.
 
-# @TEST_EDGE: insufficient_funds ->
-# {
-#   sender_balance: 50.00,
-#   receiver_balance: 100.00,
-#   amount: 100.00
-# }
-#
-# @TEST_EDGE: negative_amount ->
-# {
-#   sender_balance: 500.00,
-#   receiver_balance: 100.00,
-#   amount: -10.00
-# }
-#
-# @TEST_EDGE: self_transfer ->
-# {
-#   sender_id: "acc_A",
-#   receiver_id: "acc_A",
-#   amount: 10.00
-# }
-
-# @TEST_EDGE: audit_failure -> raises Exception
-# @TEST_EDGE: concurrency_conflict ->  special: concurrent_execution
-
-# @TEST_INVARIANT: total_balance_constant -> verifies: [sufficient_funds, concurrency_conflict]
-# @TEST_INVARIANT: no_partial_commit -> verifies: [audit_failure]
-# @TEST_INVARIANT: negative_transfer_forbidden -> verifies: [negative_amount]
+# Linking Tests to Invariants
+# @TEST_INVARIANT: total_balance_constant -> VERIFIED_BY: [sufficient_funds, concurrency_conflict]
+# @TEST_INVARIANT: negative_transfer_forbidden -> VERIFIED_BY: [negative_amount]
 
 
 from decimal import Decimal
diff --git a/backend/src/api/routes/__tests__/test_migration_routes.py b/backend/src/api/routes/__tests__/test_migration_routes.py
index 6863eff..66e5b57 100644
--- a/backend/src/api/routes/__tests__/test_migration_routes.py
+++ b/backend/src/api/routes/__tests__/test_migration_routes.py
@@ -407,4 +407,104 @@ async def test_execute_migration_invalid_env_raises_400(_mock_env):
     assert exc.value.status_code == 400
 
 
+@pytest.mark.asyncio
+async def test_dry_run_migration_returns_diff_and_risk(db_session):
+    # @TEST_EDGE: missing_target_datasource -> validates high risk item generation
+    # @TEST_EDGE: breaking_reference -> validates high risk on missing dataset link
+    from src.api.routes.migration import dry_run_migration
+    from src.models.dashboard import DashboardSelection
+
+    env_source = MagicMock()
+    env_source.id = "src"
+    env_source.name = "Source"
+    env_source.url = "http://source"
+    env_source.username = "admin"
+    env_source.password = "admin"
+    env_source.verify_ssl = False
+    env_source.timeout = 30
+
+    env_target = MagicMock()
+    env_target.id = "tgt"
+    env_target.name = "Target"
+    env_target.url = "http://target"
+    env_target.username = "admin"
+    env_target.password = "admin"
+    env_target.verify_ssl = False
+    env_target.timeout = 30
+
+    cm = _make_sync_config_manager([env_source, env_target])
+    selection = DashboardSelection(
+        selected_ids=[42],
+        source_env_id="src",
+        target_env_id="tgt",
+        replace_db_config=False,
+        fix_cross_filters=True,
+    )
+
+    with patch("src.api.routes.migration.SupersetClient") as MockClient, \
+         patch("src.api.routes.migration.MigrationDryRunService") as MockService:
+        source_client = MagicMock()
+        target_client = MagicMock()
+        MockClient.side_effect = [source_client, target_client]
+
+        service_instance = MagicMock()
+        service_payload = {
+            "generated_at": "2026-02-27T00:00:00+00:00",
+            "selection": selection.model_dump(),
+            "selected_dashboard_titles": ["Sales"],
+            "diff": {
+                "dashboards": {"create": [], "update": [{"uuid": "dash-1"}], "delete": []},
+                "charts": {"create": [{"uuid": "chart-1"}], "update": [], "delete": []},
+                "datasets": {"create": [{"uuid": "dataset-1"}], "update": [], "delete": []},
+            },
+            "summary": {
+                "dashboards": {"create": 0, "update": 1, "delete": 0},
+                "charts": {"create": 1, "update": 0, "delete": 0},
+                "datasets": {"create": 1, "update": 0, "delete": 0},
+                "selected_dashboards": 1,
+            },
+            "risk": {
+                "score": 75,
+                "level": "high",
+                "items": [
+                    {"code": "missing_datasource"},
+                    {"code": "breaking_reference"},
+                ],
+            },
+        }
+        service_instance.run.return_value = service_payload
+        MockService.return_value = service_instance
+
+        result = await dry_run_migration(selection=selection, config_manager=cm, db=db_session, _=None)
+
+    assert result["summary"]["dashboards"]["update"] == 1
+    assert result["summary"]["charts"]["create"] == 1
+    assert result["summary"]["datasets"]["create"] == 1
+    assert result["risk"]["score"] > 0
+    assert any(item["code"] == "missing_datasource" for item in result["risk"]["items"])
+    assert any(item["code"] == "breaking_reference" for item in result["risk"]["items"])
+
+
+@pytest.mark.asyncio
+async def test_dry_run_migration_rejects_same_environment(db_session):
+    from src.api.routes.migration import dry_run_migration
+    from src.models.dashboard import DashboardSelection
+
+    env = MagicMock()
+    env.id = "same"
+    env.name = "Same"
+    env.url = "http://same"
+    env.username = "admin"
+    env.password = "admin"
+    env.verify_ssl = False
+    env.timeout = 30
+
+    cm = _make_sync_config_manager([env])
+    selection = DashboardSelection(selected_ids=[1], source_env_id="same", target_env_id="same")
+
+    with pytest.raises(HTTPException) as exc:
+        await dry_run_migration(selection=selection, config_manager=cm, db=db_session, _=None)
+    assert exc.value.status_code == 400
+
+
 # [/DEF:backend.src.api.routes.__tests__.test_migration_routes:Module]
diff --git a/backend/src/api/routes/migration.py b/backend/src/api/routes/migration.py
index ccf16c6..7a599c5 100644
--- a/backend/src/api/routes/migration.py
+++ b/backend/src/api/routes/migration.py
@@ -14,6 +14,7 @@ from ...core.database import get_db
 from ...models.dashboard import DashboardMetadata, DashboardSelection
 from ...core.superset_client import SupersetClient
 from ...core.logger import belief_scope
+from ...core.migration.dry_run_orchestrator import MigrationDryRunService
 from ...core.mapping_service import IdMappingService
 from ...models.mapping import ResourceMapping
 
@@ -83,6 +84,44 @@ async def execute_migration(
         raise HTTPException(status_code=500, detail=f"Failed to create migration task: {str(e)}")
 # [/DEF:execute_migration:Function]
 
+
+# [DEF:dry_run_migration:Function]
+# @PURPOSE: Build pre-flight diff and risk summary without applying migration.
+# @PRE: Selection and environments are valid.
+# @POST: Returns deterministic JSON diff and risk scoring.
+@router.post("/migration/dry-run", response_model=Dict[str, Any])
+async def dry_run_migration(
+    selection: DashboardSelection,
+    config_manager=Depends(get_config_manager),
+    db: Session = Depends(get_db),
+    _ = Depends(has_permission("plugin:migration", "EXECUTE"))
+):
+    with belief_scope("dry_run_migration"):
+        environments = config_manager.get_environments()
+    env_map = {env.id: env for env in environments}
+    source_env = env_map.get(selection.source_env_id)
+    target_env = env_map.get(selection.target_env_id)
+    if not source_env or not target_env:
+        raise HTTPException(status_code=400, detail="Invalid source or target environment")
+    if selection.source_env_id == selection.target_env_id:
+        raise HTTPException(status_code=400, detail="Source and target environments must be different")
+    if not selection.selected_ids:
+        raise HTTPException(status_code=400, detail="No dashboards selected for dry run")
+
+    service = MigrationDryRunService()
+    source_client = SupersetClient(source_env)
+    target_client = SupersetClient(target_env)
+    try:
+        return service.run(
+            selection=selection,
+            source_client=source_client,
+            target_client=target_client,
+            db=db,
+        )
+    except ValueError as exc:
+        raise HTTPException(status_code=500, detail=str(exc)) from exc
+# [/DEF:dry_run_migration:Function]
+
 # [DEF:get_migration_settings:Function]
 # @PURPOSE: Get current migration Cron string explicitly.
 @router.get("/migration/settings", response_model=Dict[str, str])
@@ -221,4 +260,4 @@ async def trigger_sync_now(
         }
 # [/DEF:trigger_sync_now:Function]
 
-# [/DEF:backend.src.api.routes.migration:Module]
\ No newline at end of file
+# [/DEF:backend.src.api.routes.migration:Module]
diff --git a/backend/src/core/migration/__init__.py b/backend/src/core/migration/__init__.py
new file mode 100644
index 0000000..360f617
--- /dev/null
+++ b/backend/src/core/migration/__init__.py
@@ -0,0 +1,12 @@
+# [DEF:backend.src.core.migration.__init__:Module]
+# @TIER: TRIVIAL
+# @SEMANTICS: migration, package, exports
+# @PURPOSE: Namespace package for migration pre-flight orchestration components.
+# @LAYER: Core
+
+from .dry_run_orchestrator import MigrationDryRunService
+from .archive_parser import MigrationArchiveParser
+
+__all__ = ["MigrationDryRunService", "MigrationArchiveParser"]
+
+# [/DEF:backend.src.core.migration.__init__:Module]
diff --git a/backend/src/core/migration/archive_parser.py b/backend/src/core/migration/archive_parser.py
new file mode 100644
index 0000000..a8be8ff
--- /dev/null
+++ b/backend/src/core/migration/archive_parser.py
@@ -0,0 +1,139 @@
+# [DEF:backend.src.core.migration.archive_parser:Module]
+# @TIER: STANDARD
+# @SEMANTICS: migration, zip, parser, yaml, metadata
+# @PURPOSE: Parse Superset export ZIP archives into normalized object catalogs for diffing.
+# @LAYER: Core
+# @RELATION: DEPENDS_ON -> backend.src.core.logger
+# @INVARIANT: Parsing is read-only and never mutates archive files.
+
+import json
+import tempfile
+import zipfile
+from pathlib import Path
+from typing import Any, Dict, List, Optional
+
+import yaml
+
+from ..logger import logger, belief_scope
+
+
+# [DEF:MigrationArchiveParser:Class]
+# @PURPOSE: Extract normalized dashboards/charts/datasets metadata from ZIP archives.
+class MigrationArchiveParser:
+    # [DEF:extract_objects_from_zip:Function]
+    # @PURPOSE: Extract object catalogs from Superset archive.
+    # @PRE: zip_path points to a valid readable ZIP.
+    # @POST: Returns object lists grouped by resource type.
+    # @RETURN: Dict[str, List[Dict[str, Any]]]
+    def extract_objects_from_zip(self, zip_path: str) -> Dict[str, List[Dict[str, Any]]]:
+        with belief_scope("MigrationArchiveParser.extract_objects_from_zip"):
+            result: Dict[str, List[Dict[str, Any]]] = {
+                "dashboards": [],
+                "charts": [],
+                "datasets": [],
+            }
+            with tempfile.TemporaryDirectory() as temp_dir_str:
+                temp_dir = Path(temp_dir_str)
+                with zipfile.ZipFile(zip_path, "r") as zip_file:
+                    zip_file.extractall(temp_dir)
+
+                result["dashboards"] = self._collect_yaml_objects(temp_dir, "dashboards")
+                result["charts"] = self._collect_yaml_objects(temp_dir, "charts")
+                result["datasets"] = self._collect_yaml_objects(temp_dir, "datasets")
+
+            return result
+    # [/DEF:extract_objects_from_zip:Function]
+
+    # [DEF:_collect_yaml_objects:Function]
+    # @PURPOSE: Read and normalize YAML manifests for one object type.
+    # @PRE: object_type is one of dashboards/charts/datasets.
+    # @POST: Returns only valid normalized objects.
+    def _collect_yaml_objects(self, root_dir: Path, object_type: str) -> List[Dict[str, Any]]:
+        with belief_scope("MigrationArchiveParser._collect_yaml_objects"):
+            files = list(root_dir.glob(f"**/{object_type}/**/*.yaml")) + list(root_dir.glob(f"**/{object_type}/*.yaml"))
+            objects: List[Dict[str, Any]] = []
+            for file_path in set(files):
+                try:
+                    with open(file_path, "r") as file_obj:
+                        payload = yaml.safe_load(file_obj) or {}
+                    normalized = self._normalize_object_payload(payload, object_type)
+                    if normalized:
+                        objects.append(normalized)
+                except Exception as exc:
+                    logger.reflect(
+                        "[MigrationArchiveParser._collect_yaml_objects][REFLECT] skip_invalid_yaml path=%s error=%s",
+                        file_path,
+                        exc,
+                    )
+            return objects
+    # [/DEF:_collect_yaml_objects:Function]
+
+    # [DEF:_normalize_object_payload:Function]
+    # @PURPOSE: Convert raw YAML payload to stable diff signature shape.
+    # @PRE: payload is parsed YAML mapping.
+    # @POST: Returns normalized descriptor with `uuid`, `title`, and `signature`.
+    def _normalize_object_payload(self, payload: Dict[str, Any], object_type: str) -> Optional[Dict[str, Any]]:
+        with belief_scope("MigrationArchiveParser._normalize_object_payload"):
+            if not isinstance(payload, dict):
+                return None
+            uuid = payload.get("uuid")
+            if not uuid:
+                return None
+
+            if object_type == "dashboards":
+                title = payload.get("dashboard_title") or payload.get("title")
+                signature = {
+                    "title": title,
+                    "slug": payload.get("slug"),
+                    "position_json": payload.get("position_json"),
+                    "json_metadata": payload.get("json_metadata"),
+                    "description": payload.get("description"),
+                    "owners": payload.get("owners"),
+                }
+                return {
+                    "uuid": str(uuid),
+                    "title": title or f"Dashboard {uuid}",
+                    "signature": json.dumps(signature, sort_keys=True, default=str),
+                    "owners": payload.get("owners") or [],
+                }
+
+            if object_type == "charts":
+                title = payload.get("slice_name") or payload.get("name")
+                signature = {
+                    "title": title,
+                    "viz_type": payload.get("viz_type"),
+                    "params": payload.get("params"),
+                    "query_context": payload.get("query_context"),
+                    "datasource_uuid": payload.get("datasource_uuid"),
+                    "dataset_uuid": payload.get("dataset_uuid"),
+                }
+                return {
+                    "uuid": str(uuid),
+                    "title": title or f"Chart {uuid}",
+                    "signature": json.dumps(signature, sort_keys=True, default=str),
+                    "dataset_uuid": payload.get("datasource_uuid") or payload.get("dataset_uuid"),
+                }
+
+            if object_type == "datasets":
+                title = payload.get("table_name") or payload.get("name")
+                signature = {
+                    "title": title,
+                    "schema": payload.get("schema"),
+                    "database_uuid": payload.get("database_uuid"),
+                    "sql": payload.get("sql"),
+                    "columns": payload.get("columns"),
+                    "metrics": payload.get("metrics"),
+                }
+                return {
+                    "uuid": str(uuid),
+                    "title": title or f"Dataset {uuid}",
+                    "signature": json.dumps(signature, sort_keys=True, default=str),
+                    "database_uuid": payload.get("database_uuid"),
+                }
+
+            return None
+    # [/DEF:_normalize_object_payload:Function]
+
+
+# [/DEF:MigrationArchiveParser:Class]
+# [/DEF:backend.src.core.migration.archive_parser:Module]
diff --git a/backend/src/core/migration/dry_run_orchestrator.py b/backend/src/core/migration/dry_run_orchestrator.py
new file mode 100644
index 0000000..29a6a1f
--- /dev/null
+++ b/backend/src/core/migration/dry_run_orchestrator.py
@@ -0,0 +1,235 @@
+# [DEF:backend.src.core.migration.dry_run_orchestrator:Module]
+# @TIER: STANDARD
+# @SEMANTICS: migration, dry_run, diff, risk, superset
+# @PURPOSE: Compute pre-flight migration diff and risk scoring without apply.
+# @LAYER: Core
+# @RELATION: DEPENDS_ON -> backend.src.core.superset_client
+# @RELATION: DEPENDS_ON -> backend.src.core.migration_engine
+# @RELATION: DEPENDS_ON -> backend.src.core.migration.archive_parser
+# @RELATION: DEPENDS_ON -> backend.src.core.migration.risk_assessor
+# @INVARIANT: Dry run is informative only and must not mutate target environment.
+
+from datetime import datetime, timezone
+import json
+from typing import Any, Dict, List
+
+from sqlalchemy.orm import Session
+
+from ...models.dashboard import DashboardSelection
+from ...models.mapping import DatabaseMapping
+from ..logger import logger, belief_scope
+from .archive_parser import MigrationArchiveParser
+from .risk_assessor import build_risks, score_risks
+from ..migration_engine import MigrationEngine
+from ..superset_client import SupersetClient
+from ..utils.fileio import create_temp_file
+
+
+# [DEF:MigrationDryRunService:Class]
+# @PURPOSE: Build deterministic diff/risk payload for migration pre-flight.
+class MigrationDryRunService:
+    # [DEF:__init__:Function]
+    # @PURPOSE: Wire parser dependency for archive object extraction.
+    # @PRE: parser can be omitted to use default implementation.
+    # @POST: Service is ready to calculate dry-run payload.
+    def __init__(self, parser: MigrationArchiveParser | None = None):
+        self.parser = parser or MigrationArchiveParser()
+    # [/DEF:__init__:Function]
+
+    # [DEF:run:Function]
+    # @PURPOSE: Execute full dry-run computation for selected dashboards.
+    # @PRE: source/target clients are authenticated and selection validated by caller.
+    # @POST: Returns JSON-serializable pre-flight payload with summary, diff and risk.
+    # @SIDE_EFFECT: Reads source export archives and target metadata via network.
+    def run(
+        self,
+        selection: DashboardSelection,
+        source_client: SupersetClient,
+        target_client: SupersetClient,
+        db: Session,
+    ) -> Dict[str, Any]:
+        with belief_scope("MigrationDryRunService.run"):
+            logger.explore("[MigrationDryRunService.run][EXPLORE] starting dry-run pipeline")
+            engine = MigrationEngine()
+            db_mapping = self._load_db_mapping(db, selection) if selection.replace_db_config else {}
+            transformed = {"dashboards": {}, "charts": {}, "datasets": {}}
+
+            dashboards_preview = source_client.get_dashboards_summary()
+            selected_preview = {
+                item["id"]: item
+                for item in dashboards_preview
+                if item.get("id") in selection.selected_ids
+            }
+
+            for dashboard_id in selection.selected_ids:
+                exported_content, _ = source_client.export_dashboard(int(dashboard_id))
+                with create_temp_file(content=exported_content, suffix=".zip") as source_zip:
+                    with create_temp_file(suffix=".zip") as transformed_zip:
+                        success = engine.transform_zip(
+                            str(source_zip),
+                            str(transformed_zip),
+                            db_mapping,
+                            strip_databases=False,
+                            target_env_id=selection.target_env_id,
+                            fix_cross_filters=selection.fix_cross_filters,
+                        )
+                        if not success:
+                            raise ValueError(f"Failed to transform export archive for dashboard {dashboard_id}")
+                        extracted = self.parser.extract_objects_from_zip(str(transformed_zip))
+                        self._accumulate_objects(transformed, extracted)
+
+            source_objects = {key: list(value.values()) for key, value in transformed.items()}
+            target_objects = self._build_target_signatures(target_client)
+            diff = {
+                "dashboards": self._build_object_diff(source_objects["dashboards"], target_objects["dashboards"]),
+                "charts": self._build_object_diff(source_objects["charts"], target_objects["charts"]),
+                "datasets": self._build_object_diff(source_objects["datasets"], target_objects["datasets"]),
+            }
+            risk = self._build_risks(source_objects, target_objects, diff, target_client)
+
+            summary = {
+                "dashboards": {action: len(diff["dashboards"][action]) for action in ("create", "update", "delete")},
+                "charts": {action: len(diff["charts"][action]) for action in ("create", "update", "delete")},
+                "datasets": {action: len(diff["datasets"][action]) for action in ("create", "update", "delete")},
+                "selected_dashboards": len(selection.selected_ids),
+            }
+            selected_titles = [
+                selected_preview[dash_id]["title"]
+                for dash_id in selection.selected_ids
+                if dash_id in selected_preview
+            ]
+
+            logger.reason("[MigrationDryRunService.run][REASON] dry-run payload assembled")
+            return {
+                "generated_at": datetime.now(timezone.utc).isoformat(),
+                "selection": selection.model_dump(),
+                "selected_dashboard_titles": selected_titles,
+                "diff": diff,
+                "summary": summary,
+                "risk": score_risks(risk),
+            }
+    # [/DEF:run:Function]
+
+    # [DEF:_load_db_mapping:Function]
+    # @PURPOSE: Resolve UUID mapping for optional DB config replacement.
+    def _load_db_mapping(self, db: Session, selection: DashboardSelection) -> Dict[str, str]:
+        rows = db.query(DatabaseMapping).filter(
+            DatabaseMapping.source_env_id == selection.source_env_id,
+            DatabaseMapping.target_env_id == selection.target_env_id,
+        ).all()
+        return {row.source_db_uuid: row.target_db_uuid for row in rows}
+    # [/DEF:_load_db_mapping:Function]
+
+    # [DEF:_accumulate_objects:Function]
+    # @PURPOSE: Merge extracted resources by UUID to avoid duplicates.
+    def _accumulate_objects(self, target: Dict[str, Dict[str, Dict[str, Any]]], source: Dict[str, List[Dict[str, Any]]]) -> None:
+        for object_type in ("dashboards", "charts", "datasets"):
+            for item in source.get(object_type, []):
+                uuid = item.get("uuid")
+                if uuid:
+                    target[object_type][str(uuid)] = item
+    # [/DEF:_accumulate_objects:Function]
+
+    # [DEF:_index_by_uuid:Function]
+    # @PURPOSE: Build UUID-index map for normalized resources.
+    def _index_by_uuid(self, objects: List[Dict[str, Any]]) -> Dict[str, Dict[str, Any]]:
+        indexed: Dict[str, Dict[str, Any]] = {}
+        for obj in objects:
+            uuid = obj.get("uuid")
+            if uuid:
+                indexed[str(uuid)] = obj
+        return indexed
+    # [/DEF:_index_by_uuid:Function]
+
+    # [DEF:_build_object_diff:Function]
+    # @PURPOSE: Compute create/update/delete buckets by UUID+signature.
+    def _build_object_diff(self, source_objects: List[Dict[str, Any]], target_objects: List[Dict[str, Any]]) -> Dict[str, List[Dict[str, Any]]]:
+        target_index = self._index_by_uuid(target_objects)
+        created: List[Dict[str, Any]] = []
+        updated: List[Dict[str, Any]] = []
+        deleted: List[Dict[str, Any]] = []
+        for source_obj in source_objects:
+            source_uuid = str(source_obj.get("uuid"))
+            target_obj = target_index.get(source_uuid)
+            if not target_obj:
+                created.append({"uuid": source_uuid, "title": source_obj.get("title")})
+                continue
+            if source_obj.get("signature") != target_obj.get("signature"):
+                updated.append({
+                    "uuid": source_uuid,
+                    "title": source_obj.get("title"),
+                    "target_title": target_obj.get("title"),
+                })
+        return {"create": created, "update": updated, "delete": deleted}
+    # [/DEF:_build_object_diff:Function]
+
+    # [DEF:_build_target_signatures:Function]
+    # @PURPOSE: Pull target metadata and normalize it into comparable signatures.
+    def _build_target_signatures(self, client: SupersetClient) -> Dict[str, List[Dict[str, Any]]]:
+        _, dashboards = client.get_dashboards(query={
+            "columns": ["uuid", "dashboard_title", "slug", "position_json", "json_metadata", "description", "owners"],
+        })
+        _, datasets = client.get_datasets(query={
+            "columns": ["uuid", "table_name", "schema", "database_uuid", "sql", "columns", "metrics"],
+        })
+        _, charts = client.get_charts(query={
+            "columns": ["uuid", "slice_name", "viz_type", "params", "query_context", "datasource_uuid", "dataset_uuid"],
+        })
+        return {
+            "dashboards": [{
+                "uuid": str(item.get("uuid")),
+                "title": item.get("dashboard_title"),
+                "owners": item.get("owners") or [],
+                "signature": json.dumps({
+                    "title": item.get("dashboard_title"),
+                    "slug": item.get("slug"),
+                    "position_json": item.get("position_json"),
+                    "json_metadata": item.get("json_metadata"),
+                    "description": item.get("description"),
+                    "owners": item.get("owners"),
+                }, sort_keys=True, default=str),
+            } for item in dashboards if item.get("uuid")],
+            "datasets": [{
+                "uuid": str(item.get("uuid")),
+                "title": item.get("table_name"),
+                "database_uuid": item.get("database_uuid"),
+                "signature": json.dumps({
+                    "title": item.get("table_name"),
+                    "schema": item.get("schema"),
+                    "database_uuid": item.get("database_uuid"),
+                    "sql": item.get("sql"),
+                    "columns": item.get("columns"),
+                    "metrics": item.get("metrics"),
+                }, sort_keys=True, default=str),
+            } for item in datasets if item.get("uuid")],
+            "charts": [{
+                "uuid": str(item.get("uuid")),
+                "title": item.get("slice_name") or item.get("name"),
+                "dataset_uuid": item.get("datasource_uuid") or item.get("dataset_uuid"),
+                "signature": json.dumps({
+                    "title": item.get("slice_name") or item.get("name"),
+                    "viz_type": item.get("viz_type"),
+                    "params": item.get("params"),
+                    "query_context": item.get("query_context"),
+                    "datasource_uuid": item.get("datasource_uuid"),
+                    "dataset_uuid": item.get("dataset_uuid"),
+                }, sort_keys=True, default=str),
+            } for item in charts if item.get("uuid")],
+        }
+    # [/DEF:_build_target_signatures:Function]
+
+    # [DEF:_build_risks:Function]
+    # @PURPOSE: Build risk items for missing datasource, broken refs, overwrite, owner mismatch.
+    def _build_risks(
+        self,
+        source_objects: Dict[str, List[Dict[str, Any]]],
+        target_objects: Dict[str, List[Dict[str, Any]]],
+        diff: Dict[str, Dict[str, List[Dict[str, Any]]]],
+        target_client: SupersetClient,
+    ) -> List[Dict[str, Any]]:
+        return build_risks(source_objects, target_objects, diff, target_client)
+    # [/DEF:_build_risks:Function]
+
+
+# [/DEF:MigrationDryRunService:Class]
+# [/DEF:backend.src.core.migration.dry_run_orchestrator:Module]
diff --git a/backend/src/core/migration/risk_assessor.py b/backend/src/core/migration/risk_assessor.py
new file mode 100644
index 0000000..d296d69
--- /dev/null
+++ b/backend/src/core/migration/risk_assessor.py
@@ -0,0 +1,119 @@
+# [DEF:backend.src.core.migration.risk_assessor:Module]
+# @TIER: STANDARD
+# @SEMANTICS: migration, dry_run, risk, scoring
+# @PURPOSE: Risk evaluation helpers for migration pre-flight reporting.
+# @LAYER: Core
+# @RELATION: USED_BY -> backend.src.core.migration.dry_run_orchestrator
+
+from typing import Any, Dict, List
+
+from ..superset_client import SupersetClient
+
+
+# [DEF:index_by_uuid:Function]
+# @PURPOSE: Build UUID-index from normalized objects.
+def index_by_uuid(objects: List[Dict[str, Any]]) -> Dict[str, Dict[str, Any]]:
+    indexed: Dict[str, Dict[str, Any]] = {}
+    for obj in objects:
+        uuid = obj.get("uuid")
+        if uuid:
+            indexed[str(uuid)] = obj
+    return indexed
+# [/DEF:index_by_uuid:Function]
+
+
+# [DEF:extract_owner_identifiers:Function]
+# @PURPOSE: Normalize owner payloads for stable comparison.
+def extract_owner_identifiers(owners: Any) -> List[str]:
+    if not isinstance(owners, list):
+        return []
+    ids: List[str] = []
+    for owner in owners:
+        if isinstance(owner, dict):
+            if owner.get("username"):
+                ids.append(str(owner["username"]))
+            elif owner.get("id") is not None:
+                ids.append(str(owner["id"]))
+        elif owner is not None:
+            ids.append(str(owner))
+    return sorted(set(ids))
+# [/DEF:extract_owner_identifiers:Function]
+
+
+# [DEF:build_risks:Function]
+# @PURPOSE: Build risk list from computed diffs and target catalog state.
+def build_risks(
+    source_objects: Dict[str, List[Dict[str, Any]]],
+    target_objects: Dict[str, List[Dict[str, Any]]],
+    diff: Dict[str, Dict[str, List[Dict[str, Any]]]],
+    target_client: SupersetClient,
+) -> List[Dict[str, Any]]:
+    risks: List[Dict[str, Any]] = []
+    for object_type in ("dashboards", "charts", "datasets"):
+        for item in diff[object_type]["update"]:
+            risks.append({
+                "code": "overwrite_existing",
+                "severity": "medium",
+                "object_type": object_type[:-1],
+                "object_uuid": item["uuid"],
+                "message": f"Object will be updated in target: {item.get('title') or item['uuid']}",
+            })
+
+    target_dataset_uuids = set(index_by_uuid(target_objects["datasets"]).keys())
+    _, target_databases = target_client.get_databases(query={"columns": ["uuid"]})
+    target_database_uuids = {str(item.get("uuid")) for item in target_databases if item.get("uuid")}
+
+    for dataset in source_objects["datasets"]:
+        db_uuid = dataset.get("database_uuid")
+        if db_uuid and str(db_uuid) not in target_database_uuids:
+            risks.append({
+                "code": "missing_datasource",
+                "severity": "high",
+                "object_type": "dataset",
+                "object_uuid": dataset.get("uuid"),
+                "message": f"Target datasource is missing for dataset {dataset.get('title') or dataset.get('uuid')}",
+            })
+
+    for chart in source_objects["charts"]:
+        ds_uuid = chart.get("dataset_uuid")
+        if ds_uuid and str(ds_uuid) not in target_dataset_uuids:
+            risks.append({
+                "code": "breaking_reference",
+                "severity": "high",
+                "object_type": "chart",
+                "object_uuid": chart.get("uuid"),
+                "message": f"Chart references dataset not found on target: {ds_uuid}",
+            })
+
+    source_dash = index_by_uuid(source_objects["dashboards"])
+    target_dash = index_by_uuid(target_objects["dashboards"])
+    for item in diff["dashboards"]["update"]:
+        source_obj = source_dash.get(item["uuid"])
+        target_obj = target_dash.get(item["uuid"])
+        if not source_obj or not target_obj:
+            continue
+        source_owners = extract_owner_identifiers(source_obj.get("owners"))
+        target_owners = extract_owner_identifiers(target_obj.get("owners"))
+        if source_owners and target_owners and source_owners != target_owners:
+            risks.append({
+                "code": "owner_mismatch",
+                "severity": "low",
+                "object_type": "dashboard",
+                "object_uuid": item["uuid"],
+                "message": f"Owner mismatch for dashboard {item.get('title') or item['uuid']}",
+            })
+    return risks
+# [/DEF:build_risks:Function]
+
+
+# [DEF:score_risks:Function]
+# @PURPOSE: Aggregate risk list into score and level.
+def score_risks(risk_items: List[Dict[str, Any]]) -> Dict[str, Any]:
+    weights = {"high": 25, "medium": 10, "low": 5}
+    score = min(100, sum(weights.get(item.get("severity", "low"), 5) for item in risk_items))
+    level = "low" if score < 25 else "medium" if score < 60 else "high"
+    return {"score": score, "level": level, "items": risk_items}
+# [/DEF:score_risks:Function]
+
+
+# [/DEF:backend.src.core.migration.risk_assessor:Module]
diff --git a/backend/src/core/superset_client.py b/backend/src/core/superset_client.py
index 5fbf196..37b97e7 100644
--- a/backend/src/core/superset_client.py
+++ b/backend/src/core/superset_client.py
@@ -336,6 +336,25 @@ class SupersetClient:
             }
     # [/DEF:get_dashboard_detail:Function]
 
+    # [DEF:get_charts:Function]
+    # @PURPOSE: Fetches all charts with pagination support.
+    # @PARAM: query (Optional[Dict]) - Optional query params/columns/filters.
+    # @PRE: Client is authenticated.
+    # @POST: Returns total count and charts list.
+    # @RETURN: Tuple[int, List[Dict]]
+    def get_charts(self, query: Optional[Dict] = None) -> Tuple[int, List[Dict]]:
+        with belief_scope("get_charts"):
+            validated_query = self._validate_query_params(query or {})
+            if "columns" not in validated_query:
+                validated_query["columns"] = ["id", "uuid", "slice_name", "viz_type"]
+
+            paginated_data = self._fetch_all_pages(
+                endpoint="/chart/",
+                pagination_options={"base_query": validated_query, "results_field": "result"},
+            )
+            return len(paginated_data), paginated_data
+    # [/DEF:get_charts:Function]
+
     # [DEF:_extract_chart_ids_from_layout:Function]
     # @PURPOSE: Traverses dashboard layout metadata and extracts chart IDs from common keys.
     # @PRE: payload can be dict/list/scalar.
diff --git a/backend/tests/core/migration/test_archive_parser.py b/backend/tests/core/migration/test_archive_parser.py
new file mode 100644
index 0000000..050bca3
--- /dev/null
+++ b/backend/tests/core/migration/test_archive_parser.py
@@ -0,0 +1,62 @@
+# [DEF:backend.tests.core.migration.test_archive_parser:Module]
+#
+# @TIER: STANDARD
+# @PURPOSE: Unit tests for MigrationArchiveParser ZIP extraction contract.
+# @LAYER: Domain
+# @RELATION: VERIFIES -> backend.src.core.migration.archive_parser
+#
+import os
+import sys
+import tempfile
+import zipfile
+from pathlib import Path
+
+import yaml
+
+backend_dir = str(Path(__file__).parent.parent.parent.parent.resolve())
+if backend_dir not in sys.path:
+    sys.path.insert(0, backend_dir)
+
+from src.core.migration.archive_parser import MigrationArchiveParser
+
+
+def test_extract_objects_from_zip_collects_all_types():
+    parser = MigrationArchiveParser()
+    with tempfile.TemporaryDirectory() as td:
+        td_path = Path(td)
+        zip_path = td_path / "objects.zip"
+        src_dir = td_path / "src"
+        (src_dir / "dashboards").mkdir(parents=True)
+        (src_dir / "charts").mkdir(parents=True)
+        (src_dir / "datasets").mkdir(parents=True)
+
+        with open(src_dir / "dashboards" / "dash.yaml", "w") as file_obj:
+            yaml.dump({"uuid": "dash-u1", "dashboard_title": "D1", "json_metadata": "{}"}, file_obj)
+        with open(src_dir / "charts" / "chart.yaml", "w") as file_obj:
+            yaml.dump({"uuid": "chart-u1", "slice_name": "C1", "viz_type": "bar"}, file_obj)
+        with open(src_dir / "datasets" / "dataset.yaml", "w") as file_obj:
+            yaml.dump({"uuid": "ds-u1", "table_name": "orders", "database_uuid": "db-u1"}, file_obj)
+
+        with zipfile.ZipFile(zip_path, "w") as zip_obj:
+            for root, _, files in os.walk(src_dir):
+                for file_name in files:
+                    file_path = Path(root) / file_name
+                    zip_obj.write(file_path, file_path.relative_to(src_dir))
+
+        extracted = parser.extract_objects_from_zip(str(zip_path))
+
+    if len(extracted["dashboards"]) != 1:
+        raise AssertionError("dashboards extraction size mismatch")
+    if extracted["dashboards"][0]["uuid"] != "dash-u1":
+        raise AssertionError("dashboard uuid mismatch")
+    if len(extracted["charts"]) != 1:
+        raise AssertionError("charts extraction size mismatch")
+    if extracted["charts"][0]["uuid"] != "chart-u1":
+        raise AssertionError("chart uuid mismatch")
+    if len(extracted["datasets"]) != 1:
+        raise AssertionError("datasets extraction size mismatch")
+    if extracted["datasets"][0]["uuid"] != "ds-u1":
+        raise AssertionError("dataset uuid mismatch")
+
+
+# [/DEF:backend.tests.core.migration.test_archive_parser:Module]
diff --git a/backend/tests/core/migration/test_dry_run_orchestrator.py b/backend/tests/core/migration/test_dry_run_orchestrator.py
new file mode 100644
index 0000000..20ba409
--- /dev/null
+++ b/backend/tests/core/migration/test_dry_run_orchestrator.py
@@ -0,0 +1,110 @@
+# [DEF:backend.tests.core.migration.test_dry_run_orchestrator:Module]
+#
+# @TIER: STANDARD
+# @PURPOSE: Unit tests for MigrationDryRunService diff and risk computation contracts.
+# @LAYER: Domain
+# @RELATION: VERIFIES -> backend.src.core.migration.dry_run_orchestrator
+#
+import json
+import sys
+from pathlib import Path
+from unittest.mock import MagicMock, patch
+
+from sqlalchemy import create_engine
+from sqlalchemy.orm import sessionmaker
+from sqlalchemy.pool import StaticPool
+
+backend_dir = str(Path(__file__).parent.parent.parent.parent.resolve())
+if backend_dir not in sys.path:
+    sys.path.insert(0, backend_dir)
+
+from src.core.migration.dry_run_orchestrator import MigrationDryRunService
+from src.models.dashboard import DashboardSelection
+from src.models.mapping import Base
+
+
+def _load_fixture() -> dict:
+    fixture_path = Path(__file__).parents[2] / "fixtures" / "migration_dry_run_fixture.json"
+    return json.loads(fixture_path.read_text())
+
+
+def _make_session():
+    engine = create_engine(
+        "sqlite:///:memory:",
+        connect_args={"check_same_thread": False},
+        poolclass=StaticPool,
+    )
+    Base.metadata.create_all(engine)
+    Session = sessionmaker(bind=engine)
+    return Session()
+
+
+def test_migration_dry_run_service_builds_diff_and_risk():
+    # @TEST_CONTRACT: dry_run_result_contract -> {
+    #   required_fields: {diff: object, summary: object, risk: object},
+    #   invariants: ["risk.score >= 0", "summary.selected_dashboards == len(selection.selected_ids)"]
+    # }
+    # @TEST_FIXTURE: migration_dry_run_fixture -> backend/tests/fixtures/migration_dry_run_fixture.json
+    # @TEST_EDGE: missing_target_datasource -> fixture.transformed_zip_objects.datasets[0].database_uuid
+    # @TEST_EDGE: breaking_reference -> fixture.transformed_zip_objects.charts[0].dataset_uuid
+    fixture = _load_fixture()
+    db = _make_session()
+    selection = DashboardSelection(
+        selected_ids=[42],
+        source_env_id="src",
+        target_env_id="tgt",
+        replace_db_config=False,
+        fix_cross_filters=True,
+    )
+
+    source_client = MagicMock()
+    source_client.get_dashboards_summary.return_value = fixture["source_dashboard_summary"]
+    source_client.export_dashboard.return_value = (b"PK\x03\x04", "source.zip")
+
+    target_client = MagicMock()
+    target_client.get_dashboards.return_value = (
+        len(fixture["target"]["dashboards"]),
+        fixture["target"]["dashboards"],
+    )
+    target_client.get_datasets.return_value = (
+        len(fixture["target"]["datasets"]),
+        fixture["target"]["datasets"],
+    )
+    target_client.get_charts.return_value = (
+        len(fixture["target"]["charts"]),
+        fixture["target"]["charts"],
+    )
+    target_client.get_databases.return_value = (
+        len(fixture["target"]["databases"]),
+        fixture["target"]["databases"],
+    )
+
+    parser = MagicMock()
+    parser.extract_objects_from_zip.return_value = fixture["transformed_zip_objects"]
+    service = MigrationDryRunService(parser=parser)
+
+    with patch("src.core.migration.dry_run_orchestrator.MigrationEngine") as EngineMock:
+        engine = MagicMock()
+        engine.transform_zip.return_value = True
+        EngineMock.return_value = engine
+        result = service.run(selection, source_client, target_client, db)
+
+    if "summary" not in result:
+        raise AssertionError("summary is missing in dry-run payload")
+    if result["summary"]["selected_dashboards"] != 1:
+        raise AssertionError("selected_dashboards summary mismatch")
+    if result["summary"]["dashboards"]["update"] != 1:
+        raise AssertionError("dashboard update count mismatch")
+    if result["summary"]["charts"]["create"] != 1:
+        raise AssertionError("chart create count mismatch")
+    if result["summary"]["datasets"]["create"] != 1:
+        raise AssertionError("dataset create count mismatch")
+
+    risk_codes = {item["code"] for item in result["risk"]["items"]}
+    if "missing_datasource" not in risk_codes:
+        raise AssertionError("missing_datasource risk is not detected")
+    if "breaking_reference" not in risk_codes:
+        raise AssertionError("breaking_reference risk is not detected")
+
+
+# [/DEF:backend.tests.core.migration.test_dry_run_orchestrator:Module]
diff --git a/backend/tests/fixtures/migration_dry_run_fixture.json b/backend/tests/fixtures/migration_dry_run_fixture.json
new file mode 100644
index 0000000..d0cc08e
--- /dev/null
+++ b/backend/tests/fixtures/migration_dry_run_fixture.json
@@ -0,0 +1,58 @@
+{
+  "source_dashboard_summary": [
+    {
+      "id": 42,
+      "title": "Sales"
+    }
+  ],
+  "target": {
+    "dashboards": [
+      {
+        "uuid": "dash-1",
+        "dashboard_title": "Sales Old",
+        "slug": "sales-old",
+        "position_json": "{}",
+        "json_metadata": "{}",
+        "description": "",
+        "owners": [
+          {
+            "username": "owner-a"
+          }
+        ]
+      }
+    ],
+    "datasets": [],
+    "charts": [],
+    "databases": []
+  },
+  "transformed_zip_objects": {
+    "dashboards": [
+      {
+        "uuid": "dash-1",
+        "title": "Sales New",
+        "signature": "{\"title\":\"Sales New\"}",
+        "owners": [
+          {
+            "username": "owner-b"
+          }
+        ]
+      }
+    ],
+    "charts": [
+      {
+        "uuid": "chart-1",
+        "title": "Chart A",
+        "signature": "{\"title\":\"Chart A\"}",
+        "dataset_uuid": "dataset-404"
+      }
+    ],
+    "datasets": [
+      {
+        "uuid": "dataset-1",
+        "title": "orders",
+        "signature": "{\"title\":\"orders\"}",
+        "database_uuid": "db-missing"
+      }
+    ]
+  }
+}
diff --git a/frontend/src/routes/migration/+page.svelte b/frontend/src/routes/migration/+page.svelte
index 1a54421..6540deb 100644
--- a/frontend/src/routes/migration/+page.svelte
+++ b/frontend/src/routes/migration/+page.svelte
@@ -24,6 +24,7 @@
   import type {
     DashboardMetadata,
     DashboardSelection,
+    MigrationDryRunResult,
   } from "../../types/dashboard";
   import { t } from "$lib/i18n";
   import { Button, Card, PageHeader } from "$lib/ui";
@@ -44,6 +45,8 @@
   let mappings: any[] = [];
   let suggestions: any[] = [];
   let fetchingDbs = false;
+  let dryRunLoading = false;
+  let dryRunResult: MigrationDryRunResult | null = null;
 
   // UI State for Modals
   let showLogViewer = false;
@@ -253,6 +256,7 @@
 
     error = "";
     try {
+      dryRunResult = null;
       const selection: DashboardSelection = {
         selected_ids: selectedDashboardIds,
         source_env_id: sourceEnvId,
@@ -296,6 +300,57 @@
     }
   }
   // [/DEF:startMigration:Function]
+
+  // [DEF:startDryRun:Function]
+  /**
+   * @purpose Builds pre-flight diff and risk summary without applying migration.
+   * @pre     source/target environments and selected dashboards are valid.
+   * @post    dryRunResult is populated with backend response.
+   * @UX_STATE: Idle -> Dry Run button is enabled when selection is valid.
+   * @UX_STATE: Loading -> Dry Run button shows "Dry Run..." and stays disabled.
+   * @UX_STATE: Error -> error banner is displayed and dryRunResult resets to null.
+   * @UX_FEEDBACK: User sees summary cards + risk block + JSON details after success.
+   * @UX_RECOVERY: User can adjust selection and press Dry Run again.
+   */
+  async function startDryRun() {
+    if (!sourceEnvId || !targetEnvId) {
+      error =
+        $t.migration?.select_both_envs ||
+        "Please select both source and target environments.";
+      return;
+    }
+    if (sourceEnvId === targetEnvId) {
+      error =
+        $t.migration?.different_envs ||
+        "Source and target environments must be different.";
+      return;
+    }
+    if (selectedDashboardIds.length === 0) {
+      error =
+        $t.migration?.select_dashboards ||
+        "Please select at least one dashboard to migrate.";
+      return;
+    }
+
+    error = "";
+    dryRunLoading = true;
+    try {
+      const selection: DashboardSelection = {
+        selected_ids: selectedDashboardIds,
+        source_env_id: sourceEnvId,
+        target_env_id: targetEnvId,
+        replace_db_config: replaceDb,
+        fix_cross_filters: fixCrossFilters,
+      };
+      dryRunResult = await api.postApi("/migration/dry-run", selection);
+    } catch (e) {
+      error = e.message;
+      dryRunResult = null;
+    } finally {
+      dryRunLoading = false;
+    }
+  }
+  // [/DEF:startDryRun:Function]
 </script>
 
 <!-- [SECTION: TEMPLATE] -->
@@ -417,15 +472,70 @@
       </div>
     {/if}
 
-    <Button
-      on:click={startMigration}
-      disabled={!sourceEnvId ||
-        !targetEnvId ||
-        sourceEnvId === targetEnvId ||
-        selectedDashboardIds.length === 0}
-    >
-      {$t.migration?.start }
-    </Button>
+    <div class="flex items-center gap-3">
+      <Button
+        variant="secondary"
+        on:click={startDryRun}
+        disabled={!sourceEnvId ||
+          !targetEnvId ||
+          sourceEnvId === targetEnvId ||
+          selectedDashboardIds.length === 0 ||
+          dryRunLoading}
+      >
+        {dryRunLoading ? "Dry Run..." : "Dry Run"}
+      </Button>
+
+      <Button
+        on:click={startMigration}
+        disabled={!sourceEnvId ||
+          !targetEnvId ||
+          sourceEnvId === targetEnvId ||
+          selectedDashboardIds.length === 0}
+      >
+        {$t.migration?.start || "Apply"}
+      </Button>
+    </div>
+
+    {#if dryRunResult}
+      <div class="mt-6 rounded-md border border-slate-200 bg-slate-50 p-4 space-y-3">
+        <h3 class="text-base font-semibold">Pre-flight Diff</h3>
+        <div class="grid grid-cols-1 md:grid-cols-3 gap-3 text-sm">
+          <div class="rounded border border-slate-200 bg-white p-3">
+            <div class="font-medium mb-1">Dashboards</div>
+            <div>create: {dryRunResult.summary.dashboards.create}</div>
+            <div>update: {dryRunResult.summary.dashboards.update}</div>
+            <div>delete: {dryRunResult.summary.dashboards.delete}</div>
+          </div>
+          <div class="rounded border border-slate-200 bg-white p-3">
+            <div class="font-medium mb-1">Charts</div>
+            <div>create: {dryRunResult.summary.charts.create}</div>
+            <div>update: {dryRunResult.summary.charts.update}</div>
+            <div>delete: {dryRunResult.summary.charts.delete}</div>
+          </div>
+          <div class="rounded border border-slate-200 bg-white p-3">
+            <div class="font-medium mb-1">Datasets</div>
+            <div>create: {dryRunResult.summary.datasets.create}</div>
+            <div>update: {dryRunResult.summary.datasets.update}</div>
+            <div>delete: {dryRunResult.summary.datasets.delete}</div>
+          </div>
+        </div>
+
+        <div class="rounded border border-slate-200 bg-white p-3 text-sm">
+          <div class="font-medium mb-1">Risk</div>
+          <div>
+            score: {dryRunResult.risk.score}, level: {dryRunResult.risk.level}
+          </div>
+          <div class="mt-1">
+            issues: {dryRunResult.risk.items.length}
+          </div>
+        </div>
+
+        <details class="rounded border border-slate-200 bg-white p-3">
+          <summary class="cursor-pointer font-medium">Diff JSON</summary>
+          <pre class="mt-2 max-h-72 overflow-auto text-xs">{JSON.stringify(dryRunResult, null, 2)}</pre>
+        </details>
+      </div>
+    {/if}
   {/if}
 </div>
 
diff --git a/frontend/src/types/dashboard.ts b/frontend/src/types/dashboard.ts
index 161208b..d02fbfa 100644
--- a/frontend/src/types/dashboard.ts
+++ b/frontend/src/types/dashboard.ts
@@ -16,5 +16,48 @@ export interface DashboardSelection {
   source_env_id: string;
   target_env_id: string;
   replace_db_config?: boolean;
+  fix_cross_filters?: boolean;
 }
-// [/DEF:DashboardTypes:Module]
\ No newline at end of file
+
+export interface DiffObjectRef {
+  uuid: string;
+  title?: string;
+  target_title?: string;
+}
+
+export interface DiffBucket {
+  create: DiffObjectRef[];
+  update: DiffObjectRef[];
+  delete: DiffObjectRef[];
+}
+
+export interface DryRunRiskItem {
+  code: string;
+  severity: "low" | "medium" | "high";
+  object_type: string;
+  object_uuid: string;
+  message: string;
+}
+
+export interface MigrationDryRunResult {
+  generated_at: string;
+  selection: DashboardSelection;
+  selected_dashboard_titles: string[];
+  diff: {
+    dashboards: DiffBucket;
+    charts: DiffBucket;
+    datasets: DiffBucket;
+  };
+  summary: {
+    dashboards: Record<"create" | "update" | "delete", number>;
+    charts: Record<"create" | "update" | "delete", number>;
+    datasets: Record<"create" | "update" | "delete", number>;
+    selected_dashboards: number;
+  };
+  risk: {
+    score: number;
+    level: "low" | "medium" | "high";
+    items: DryRunRiskItem[];
+  };
+}
+// [/DEF:DashboardTypes:Module]
diff --git a/semantics/semantic_map.json b/semantics/semantic_map.json
index e162592..2c4fe2c 100644
--- a/semantics/semantic_map.json
+++ b/semantics/semantic_map.json
@@ -1,7 +1,45 @@
 {
   "project_root": ".",
-  "generated_at": "2026-02-25T20:19:23.427050",
+  "generated_at": "2026-02-27T15:09:17.130685",
   "modules": [
+    {
+      "name": "check_test_data",
+      "type": "Module",
+      "tier": "TRIVIAL",
+      "start_line": 1,
+      "end_line": 27,
+      "tags": {
+        "PURPOSE": "Auto-generated module for check_test_data.py",
+        "TIER": "TRIVIAL",
+        "LAYER": "Unknown"
+      },
+      "relations": [],
+      "children": [
+        {
+          "name": "check_file",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 3,
+          "end_line": 3,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        }
+      ],
+      "compliance": {
+        "valid": true,
+        "issues": [],
+        "score": 1.0
+      }
+    },
     {
       "name": "backend.src.services.reports.report_service",
       "type": "Module",
@@ -1358,7 +1396,7 @@
       "type": "Module",
       "tier": "STANDARD",
       "start_line": 1,
-      "end_line": 214,
+      "end_line": 288,
       "tags": {
         "TIER": "STANDARD",
         "SEMANTICS": "api, client, fetch, rest",
@@ -1368,11 +1406,71 @@
       "relations": [],
       "children": [
         {
-          "name": "getWsUrl",
+          "name": "buildApiError",
           "type": "Function",
           "tier": "STANDARD",
           "start_line": 12,
-          "end_line": 27,
+          "end_line": 25,
+          "tags": {
+            "PURPOSE": "Creates a normalized Error object for failed API responses.",
+            "PRE": "response is a failed fetch Response object.",
+            "POST": "Returned error contains message and status fields."
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [
+              {
+                "message": "Missing Belief State Logging: Function should use console.log with [ID][STATE] (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 12
+              },
+              {
+                "message": "Missing Belief State Logging: Function should use console.log with [ID][STATE] (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 12
+              }
+            ],
+            "score": 0.7
+          }
+        },
+        {
+          "name": "notifyApiError",
+          "type": "Function",
+          "tier": "STANDARD",
+          "start_line": 27,
+          "end_line": 42,
+          "tags": {
+            "PURPOSE": "Shows toast for API errors with explicit handling of critical statuses.",
+            "PRE": "error is an Error instance.",
+            "POST": "User gets visible toast feedback for request failure."
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [
+              {
+                "message": "Missing Belief State Logging: Function should use console.log with [ID][STATE] (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 27
+              },
+              {
+                "message": "Missing Belief State Logging: Function should use console.log with [ID][STATE] (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 27
+              }
+            ],
+            "score": 0.7
+          }
+        },
+        {
+          "name": "getWsUrl",
+          "type": "Function",
+          "tier": "STANDARD",
+          "start_line": 44,
+          "end_line": 59,
           "tags": {
             "PURPOSE": "Returns the WebSocket URL for a specific task, with fallback logic.",
             "PRE": "taskId is provided.",
@@ -1388,12 +1486,12 @@
               {
                 "message": "Missing Belief State Logging: Function should use console.log with [ID][STATE] (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 12
+                "line_number": 44
               },
               {
                 "message": "Missing Belief State Logging: Function should use console.log with [ID][STATE] (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 12
+                "line_number": 44
               }
             ],
             "score": 0.7
@@ -1403,8 +1501,8 @@
           "name": "getAuthHeaders",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 29,
-          "end_line": 43,
+          "start_line": 61,
+          "end_line": 75,
           "tags": {
             "PURPOSE": "Returns headers with Authorization if token exists."
           },
@@ -1416,32 +1514,32 @@
               {
                 "message": "Missing Mandatory Tag: @PRE (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 29
+                "line_number": 61
               },
               {
                 "message": "Missing Mandatory Tag: @POST (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 29
+                "line_number": 61
               },
               {
                 "message": "Missing Belief State Logging: Function should use console.log with [ID][STATE] (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 29
+                "line_number": 61
               },
               {
                 "message": "Missing Mandatory Tag: @PRE (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 29
+                "line_number": 61
               },
               {
                 "message": "Missing Mandatory Tag: @POST (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 29
+                "line_number": 61
               },
               {
                 "message": "Missing Belief State Logging: Function should use console.log with [ID][STATE] (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 29
+                "line_number": 61
               }
             ],
             "score": 0.0
@@ -1451,8 +1549,8 @@
           "name": "fetchApi",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 45,
-          "end_line": 73,
+          "start_line": 77,
+          "end_line": 101,
           "tags": {
             "PURPOSE": "Generic GET request wrapper.",
             "PRE": "endpoint string is provided.",
@@ -1468,12 +1566,42 @@
               {
                 "message": "Missing Belief State Logging: Function should use console.log with [ID][STATE] (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 45
+                "line_number": 77
               },
               {
                 "message": "Missing Belief State Logging: Function should use console.log with [ID][STATE] (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 45
+                "line_number": 77
+              }
+            ],
+            "score": 0.7
+          }
+        },
+        {
+          "name": "fetchApiBlob",
+          "type": "Function",
+          "tier": "STANDARD",
+          "start_line": 103,
+          "end_line": 131,
+          "tags": {
+            "PURPOSE": "Generic GET wrapper for binary payloads.",
+            "PRE": "endpoint string is provided.",
+            "POST": "Returns Blob or throws on error."
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [
+              {
+                "message": "Missing Belief State Logging: Function should use console.log with [ID][STATE] (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 103
+              },
+              {
+                "message": "Missing Belief State Logging: Function should use console.log with [ID][STATE] (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 103
               }
             ],
             "score": 0.7
@@ -1483,8 +1611,8 @@
           "name": "postApi",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 75,
-          "end_line": 106,
+          "start_line": 133,
+          "end_line": 160,
           "tags": {
             "PURPOSE": "Generic POST request wrapper.",
             "PRE": "endpoint and body are provided.",
@@ -1500,12 +1628,12 @@
               {
                 "message": "Missing Belief State Logging: Function should use console.log with [ID][STATE] (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 75
+                "line_number": 133
               },
               {
                 "message": "Missing Belief State Logging: Function should use console.log with [ID][STATE] (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 75
+                "line_number": 133
               }
             ],
             "score": 0.7
@@ -1515,8 +1643,8 @@
           "name": "requestApi",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 108,
-          "end_line": 143,
+          "start_line": 162,
+          "end_line": 194,
           "tags": {
             "PURPOSE": "Generic request wrapper.",
             "PRE": "endpoint and method are provided.",
@@ -1530,12 +1658,12 @@
               {
                 "message": "Missing Belief State Logging: Function should use console.log with [ID][STATE] (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 108
+                "line_number": 162
               },
               {
                 "message": "Missing Belief State Logging: Function should use console.log with [ID][STATE] (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 108
+                "line_number": 162
               }
             ],
             "score": 0.7
@@ -1545,8 +1673,8 @@
           "name": "api",
           "type": "Data",
           "tier": "STANDARD",
-          "start_line": 145,
-          "end_line": 212,
+          "start_line": 196,
+          "end_line": 286,
           "tags": {
             "PURPOSE": "API client object with specific methods."
           },
@@ -1923,13 +2051,16 @@
       "type": "Store",
       "tier": "CRITICAL",
       "start_line": 1,
-      "end_line": 95,
+      "end_line": 108,
       "tags": {
         "TIER": "CRITICAL",
         "PURPOSE": "Manage Task Drawer visibility and resource-to-task mapping",
         "LAYER": "UI",
         "INVARIANT": "resourceTaskMap always reflects current task associations",
         "UX_STATE": "Closed -> Drawer hidden, no active task",
+        "TEST_CONTRACT": "TaskDrawerStore ->",
+        "TEST_FIXTURE": "valid_store_state -> {\"isOpen\": true, \"activeTaskId\": \"test_1\", \"resourceTaskMap\": {\"res1\": {\"taskId\": \"test_1\", \"status\": \"RUNNING\"}}}",
+        "TEST_INVARIANT": "state_management -> verifies: [valid_store_state]",
         "PARAM": "{string} resourceId - Resource ID",
         "RETURNS": "{Object|null} Task info or null if no active task"
       },
@@ -1946,7 +2077,7 @@
       "type": "Module",
       "tier": "TRIVIAL",
       "start_line": 1,
-      "end_line": 95,
+      "end_line": 108,
       "tags": {
         "PURPOSE": "Auto-generated module for frontend/src/lib/stores/taskDrawer.js",
         "TIER": "TRIVIAL",
@@ -1958,24 +2089,6 @@
           "name": "openDrawerForTask",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 26,
-          "end_line": 26,
-          "tags": {
-            "PURPOSE": "Auto-detected function (orphan)",
-            "TIER": "TRIVIAL"
-          },
-          "relations": [],
-          "children": [],
-          "compliance": {
-            "valid": true,
-            "issues": [],
-            "score": 1.0
-          }
-        },
-        {
-          "name": "openDrawer",
-          "type": "Function",
-          "tier": "TRIVIAL",
           "start_line": 39,
           "end_line": 39,
           "tags": {
@@ -1991,7 +2104,7 @@
           }
         },
         {
-          "name": "closeDrawer",
+          "name": "openDrawer",
           "type": "Function",
           "tier": "TRIVIAL",
           "start_line": 52,
@@ -2008,12 +2121,30 @@
             "score": 1.0
           }
         },
+        {
+          "name": "closeDrawer",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 65,
+          "end_line": 65,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
         {
           "name": "updateResourceTask",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 67,
-          "end_line": 67,
+          "start_line": 80,
+          "end_line": 80,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -2030,8 +2161,8 @@
           "name": "getTaskForResource",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 87,
-          "end_line": 87,
+          "start_line": 100,
+          "end_line": 100,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -2183,6 +2314,189 @@
         "score": 1.0
       }
     },
+    {
+      "name": "environmentContext",
+      "type": "Store",
+      "tier": "STANDARD",
+      "start_line": 1,
+      "end_line": 141,
+      "tags": {
+        "TIER": "STANDARD",
+        "PURPOSE": "Global selected environment context for navigation and safety cues.",
+        "LAYER": "UI-State"
+      },
+      "relations": [],
+      "children": [],
+      "compliance": {
+        "valid": true,
+        "issues": [],
+        "score": 1.0
+      }
+    },
+    {
+      "name": "environmentContext",
+      "type": "Module",
+      "tier": "TRIVIAL",
+      "start_line": 1,
+      "end_line": 141,
+      "tags": {
+        "PURPOSE": "Auto-generated module for frontend/src/lib/stores/environmentContext.js",
+        "TIER": "TRIVIAL",
+        "LAYER": "Unknown"
+      },
+      "relations": [],
+      "children": [
+        {
+          "name": "getStoredSelectedEnvId",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 21,
+          "end_line": 21,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "persistSelectedEnvId",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 26,
+          "end_line": 26,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "hasAuthToken",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 35,
+          "end_line": 35,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "resolveSelectedEnvId",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 40,
+          "end_line": 40,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "applySelectedEnvId",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 52,
+          "end_line": 52,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "refreshEnvironmentContext",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 61,
+          "end_line": 61,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "initializeEnvironmentContext",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 114,
+          "end_line": 114,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "setSelectedEnvironment",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 124,
+          "end_line": 124,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        }
+      ],
+      "compliance": {
+        "valid": true,
+        "issues": [],
+        "score": 1.0
+      }
+    },
     {
       "name": "activity",
       "type": "Store",
@@ -2464,11 +2778,11 @@
     {
       "name": "frontend.src.lib.stores.__tests__.test_taskDrawer",
       "type": "Module",
-      "tier": "CRITICAL",
+      "tier": "STANDARD",
       "start_line": 1,
       "end_line": 160,
       "tags": {
-        "TIER": "CRITICAL",
+        "TIER": "STANDARD",
         "SEMANTICS": "task-drawer, store, mapping, tests",
         "PURPOSE": "Unit tests for task drawer store",
         "LAYER": "UI",
@@ -2626,7 +2940,7 @@
       "type": "Module",
       "tier": "CRITICAL",
       "start_line": 1,
-      "end_line": 93,
+      "end_line": 107,
       "tags": {
         "TIER": "CRITICAL",
         "SEMANTICS": "frontend, api_client, reports, wrapper",
@@ -2684,11 +2998,15 @@
           "type": "Function",
           "tier": "STANDARD",
           "start_line": 58,
-          "end_line": 74,
+          "end_line": 88,
           "tags": {
             "PURPOSE": "Fetch unified report list using existing request wrapper.",
             "PRE": "valid auth context for protected endpoint.",
-            "POST": "Returns parsed payload or structured error for UI-state mapping."
+            "POST": "Returns parsed payload or structured error for UI-state mapping.",
+            "TEST_CONTRACT": "GetReportsApi ->",
+            "TEST_FIXTURE": "valid_get_reports -> {\"options\": {\"page\": 1}}",
+            "TEST_EDGE": "api_fetch_failure -> api.fetchApi throws error",
+            "TEST_INVARIANT": "error_normalization -> verifies: [api_fetch_failure]"
           },
           "relations": [],
           "children": [],
@@ -2702,8 +3020,8 @@
           "name": "getReportDetail",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 76,
-          "end_line": 91,
+          "start_line": 90,
+          "end_line": 105,
           "tags": {
             "PURPOSE": "Fetch one report detail by report_id.",
             "PRE": "reportId is non-empty string; valid auth context.",
@@ -2904,11 +3222,11 @@
     {
       "name": "frontend.src.lib.api.__tests__.reports_api",
       "type": "Module",
-      "tier": "CRITICAL",
+      "tier": "STANDARD",
       "start_line": 1,
       "end_line": 213,
       "tags": {
-        "TIER": "CRITICAL",
+        "TIER": "STANDARD",
         "SEMANTICS": "tests, reports, api-client, query-string, error-normalization",
         "PURPOSE": "Unit tests for reports API client functions: query string building, error normalization, and fetch wrappers.",
         "LAYER": "Infra (Tests)",
@@ -3366,7 +3684,7 @@
       "type": "Component",
       "tier": "CRITICAL",
       "start_line": 1,
-      "end_line": 717,
+      "end_line": 801,
       "tags": {
         "TIER": "CRITICAL",
         "PURPOSE": "Slide-out assistant chat panel for natural language command execution and task tracking.",
@@ -3377,7 +3695,8 @@
         "UX_STATE": "Error -> Failed action rendered as assistant failed message.",
         "UX_FEEDBACK": "Started operation surfaces task_id and quick action to open task drawer.",
         "UX_RECOVERY": "User can retry command or action from input and action buttons.",
-        "UX_TEST": "NeedsConfirmation -> {click: confirm action, expected: started response with task_id}"
+        "UX_TEST": "NeedsConfirmation -> {click: confirm action, expected: started response with task_id}",
+        "TEST_DATA": "assistant_llm_not_configured -> {\"llmStatus\":{\"configured\":false,\"reason\":\"invalid_api_key\"}}"
       },
       "relations": [],
       "children": [
@@ -3385,8 +3704,8 @@
           "name": "loadHistory",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 68,
-          "end_line": 114,
+          "start_line": 89,
+          "end_line": 135,
           "tags": {
             "PURPOSE": "Load current conversation history when panel becomes visible.",
             "PRE": "Panel is open and history request is not already running.",
@@ -3405,8 +3724,8 @@
           "name": "loadConversations",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 116,
-          "end_line": 155,
+          "start_line": 137,
+          "end_line": 176,
           "tags": {
             "PURPOSE": "Load paginated conversation summaries for quick switching UI.",
             "PRE": "Panel is open and request not already running.",
@@ -3424,8 +3743,8 @@
           "name": "loadOlderMessages",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 157,
-          "end_line": 199,
+          "start_line": 178,
+          "end_line": 220,
           "tags": {
             "PURPOSE": "Lazy-load older messages for active conversation when user scrolls to top.",
             "PRE": "History has next page and active conversation is known.",
@@ -3443,8 +3762,8 @@
           "name": "appendLocalUserMessage",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 216,
-          "end_line": 234,
+          "start_line": 238,
+          "end_line": 256,
           "tags": {
             "PURPOSE": "Add optimistic local user message before backend response.",
             "PRE": "text is non-empty command text.",
@@ -3462,8 +3781,8 @@
           "name": "appendAssistantResponse",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 236,
-          "end_line": 259,
+          "start_line": 258,
+          "end_line": 281,
           "tags": {
             "PURPOSE": "Normalize and append assistant response payload to chat list.",
             "PRE": "response follows assistant message response contract.",
@@ -3481,8 +3800,8 @@
           "name": "handleSend",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 284,
-          "end_line": 324,
+          "start_line": 306,
+          "end_line": 346,
           "tags": {
             "PURPOSE": "Submit user command to assistant orchestration API.",
             "PRE": "input contains a non-empty command and current request is not loading.",
@@ -3501,8 +3820,8 @@
           "name": "selectConversation",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 326,
-          "end_line": 345,
+          "start_line": 348,
+          "end_line": 367,
           "tags": {
             "PURPOSE": "Switch active chat context to selected conversation item.",
             "PRE": "conversation carries valid conversation_id.",
@@ -3520,8 +3839,8 @@
           "name": "startNewConversation",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 347,
-          "end_line": 366,
+          "start_line": 369,
+          "end_line": 388,
           "tags": {
             "PURPOSE": "Create local empty chat context that will be persisted on first message.",
             "PRE": "Panel is open.",
@@ -3539,8 +3858,8 @@
           "name": "handleAction",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 368,
-          "end_line": 420,
+          "start_line": 390,
+          "end_line": 469,
           "tags": {
             "PURPOSE": "Execute assistant action button behavior (open task/reports, confirm, cancel).",
             "PRE": "action object is produced by assistant response contract.",
@@ -3559,8 +3878,8 @@
           "name": "handleKeydown",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 422,
-          "end_line": 435,
+          "start_line": 471,
+          "end_line": 484,
           "tags": {
             "PURPOSE": "Submit command by Enter while preserving multiline input with Shift+Enter.",
             "PRE": "Keyboard event received from chat input.",
@@ -3578,8 +3897,8 @@
           "name": "stateClass",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 437,
-          "end_line": 456,
+          "start_line": 486,
+          "end_line": 505,
           "tags": {
             "PURPOSE": "Map assistant state to visual badge style class.",
             "PRE": "state is a nullable assistant state string.",
@@ -3597,8 +3916,8 @@
           "name": "handleHistoryScroll",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 458,
-          "end_line": 472,
+          "start_line": 507,
+          "end_line": 521,
           "tags": {
             "PURPOSE": "Trigger lazy history fetch when user scroll reaches top boundary.",
             "PRE": "Scroll event emitted by history viewport container.",
@@ -3622,127 +3941,112 @@
         {
           "store": "app",
           "type": "READS_FROM",
-          "line": 27
+          "line": 44
         },
         {
           "store": "lib",
           "type": "READS_FROM",
-          "line": 28
+          "line": 45
         },
         {
           "store": "lib",
           "type": "READS_FROM",
-          "line": 29
+          "line": 46
         },
         {
           "store": "lib",
           "type": "READS_FROM",
-          "line": 30
+          "line": 47
         },
         {
           "store": "lib",
           "type": "READS_FROM",
-          "line": 35
+          "line": 52
         },
         {
           "store": "lib",
           "type": "READS_FROM",
-          "line": 42
+          "line": 59
+        },
+        {
+          "store": "lib",
+          "type": "READS_FROM",
+          "line": 60
         },
         {
           "store": "assistantChatStore",
           "type": "READS_FROM",
-          "line": 65
+          "line": 86
         },
         {
           "store": "assistantChatStore",
           "type": "READS_FROM",
-          "line": 66
+          "line": 87
         },
         {
           "store": "t",
           "type": "READS_FROM",
-          "line": 263
+          "line": 285
         },
         {
           "store": "t",
           "type": "READS_FROM",
-          "line": 264
+          "line": 286
         },
         {
           "store": "t",
           "type": "READS_FROM",
-          "line": 315
+          "line": 337
         },
         {
           "store": "t",
           "type": "READS_FROM",
-          "line": 413
+          "line": 462
         },
         {
           "store": "t",
           "type": "READS_FROM",
-          "line": 495
+          "line": 555
         },
         {
           "store": "t",
           "type": "WRITES_TO",
-          "line": 501
+          "line": 561
         },
         {
           "store": "t",
           "type": "READS_FROM",
-          "line": 512
+          "line": 573
         },
         {
           "store": "t",
           "type": "READS_FROM",
-          "line": 518
+          "line": 577
         },
         {
           "store": "t",
           "type": "READS_FROM",
-          "line": 529
+          "line": 580
         },
         {
           "store": "t",
           "type": "READS_FROM",
-          "line": 538
+          "line": 583
         },
         {
           "store": "t",
           "type": "READS_FROM",
-          "line": 571
+          "line": 594
         },
         {
           "store": "t",
           "type": "READS_FROM",
-          "line": 586
+          "line": 600
         },
         {
           "store": "t",
           "type": "READS_FROM",
-          "line": 593
-        },
-        {
-          "store": "t",
-          "type": "READS_FROM",
-          "line": 599
-        },
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+          "type": "READS_FROM",
+          "line": 92
         },
         {
           "store": "sidebarStore",
           "type": "READS_FROM",
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+          "line": 107
         },
         {
           "store": "sidebarStore",
           "type": "WRITES_TO",
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-        },
-        {
-          "store": "sidebarStore",
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-        },
-        {
-          "store": "sidebarStore",
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-          "line": 100
-        },
-        {
-          "store": "sidebarStore",
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-          "line": 101
-        },
-        {
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-          "type": "READS_FROM",
           "line": 108
         },
         {
-          "store": "page",
-          "type": "READS_FROM",
-          "line": 108
+          "store": "sidebarStore",
+          "type": "WRITES_TO",
+          "line": 109
         },
         {
-          "store": "page",
-          "type": "READS_FROM",
+          "store": "sidebarStore",
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           "line": 110
         },
         {
-          "store": "page",
+          "store": "sidebarStore",
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+          "line": 111
         },
         {
           "store": "page",
           "type": "READS_FROM",
-          "line": 170
+          "line": 118
+        },
+        {
+          "store": "page",
+          "type": "READS_FROM",
+          "line": 118
+        },
+        {
+          "store": "page",
+          "type": "READS_FROM",
+          "line": 120
+        },
+        {
+          "store": "page",
+          "type": "WRITES_TO",
+          "line": 124
+        },
+        {
+          "store": "page",
+          "type": "READS_FROM",
+          "line": 180
         },
         {
           "store": "t",
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           "store": "t",
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       ]
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@@ -4945,7 +5254,7 @@
       "type": "Module",
       "tier": "TRIVIAL",
       "start_line": 1,
-      "end_line": 305,
+      "end_line": 321,
       "tags": {
         "PURPOSE": "Auto-generated module for frontend/src/lib/components/layout/Sidebar.svelte",
         "TIER": "TRIVIAL",
@@ -4957,8 +5266,8 @@
           "name": "buildCategories",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 29,
-          "end_line": 29,
+          "start_line": 43,
+          "end_line": 43,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -4975,8 +5284,8 @@
           "name": "handleItemClick",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 118,
-          "end_line": 118,
+          "start_line": 128,
+          "end_line": 128,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -4993,8 +5302,8 @@
           "name": "handleCategoryToggle",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 127,
-          "end_line": 127,
+          "start_line": 137,
+          "end_line": 137,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -5011,8 +5320,8 @@
           "name": "handleSubItemClick",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 149,
-          "end_line": 149,
+          "start_line": 159,
+          "end_line": 159,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -5029,8 +5338,8 @@
           "name": "handleToggleClick",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 158,
-          "end_line": 158,
+          "start_line": 168,
+          "end_line": 168,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -5047,8 +5356,8 @@
           "name": "handleOverlayClick",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 164,
-          "end_line": 164,
+          "start_line": 174,
+          "end_line": 174,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -5073,7 +5382,7 @@
       "type": "Component",
       "tier": "CRITICAL",
       "start_line": 1,
-      "end_line": 229,
+      "end_line": 537,
       "tags": {
         "TIER": "CRITICAL",
         "PURPOSE": "Unified top navigation bar with Logo, Search, Activity, and User menu",
@@ -5100,117 +5409,192 @@
         {
           "store": "app",
           "type": "READS_FROM",
-          "line": 20
+          "line": 34
+        },
+        {
+          "store": "app",
+          "type": "READS_FROM",
+          "line": 35
         },
         {
           "store": "lib",
           "type": "READS_FROM",
-          "line": 21
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         },
         {
           "store": "lib",
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         },
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           "store": "lib",
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           "store": "lib",
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           "store": "lib",
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           "store": "lib",
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           "store": "lib",
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+          "line": 46
         },
         {
           "store": "lib",
           "type": "READS_FROM",
-          "line": 32
+          "line": 47
+        },
+        {
+          "store": "lib",
+          "type": "READS_FROM",
+          "line": 48
+        },
+        {
+          "store": "lib",
+          "type": "READS_FROM",
+          "line": 49
+        },
+        {
+          "store": "lib",
+          "type": "READS_FROM",
+          "line": 55
         },
         {
           "store": "sidebarStore",
           "type": "READS_FROM",
-          "line": 39
+          "line": 71
         },
         {
           "store": "activityStore",
           "type": "READS_FROM",
-          "line": 40
+          "line": 72
         },
         {
           "store": "activityStore",
           "type": "READS_FROM",
-          "line": 41
+          "line": 73
         },
         {
           "store": "auth",
           "type": "READS_FROM",
-          "line": 42
+          "line": 74
         },
         {
-          "store": "t",
-          "type": "WRITES_TO",
-          "line": 109
+          "store": "environmentContextStore",
+          "type": "READS_FROM",
+          "line": 75
+        },
+        {
+          "store": "environmentContextStore",
+          "type": "READS_FROM",
+          "line": 76
+        },
+        {
+          "store": "selectedEnvironmentStore",
+          "type": "READS_FROM",
+          "line": 77
         },
         {
           "store": "t",
           "type": "READS_FROM",
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-        {
-          "store": "t",
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         },
         {
           "store": "t",
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+          "line": 221
+        },
+        {
+          "store": "t",
+          "type": "WRITES_TO",
+          "line": 343
+        },
+        {
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+        },
+        {
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+        },
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+        },
+        {
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+        },
+        {
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+          "line": 430
+        },
+        {
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+          "line": 454
+        },
+        {
+          "store": "t",
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+          "line": 455
+        },
+        {
+          "store": "t",
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+          "line": 468
+        },
+        {
+          "store": "t",
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+        {
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+        },
+        {
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+        },
+        {
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         }
       ]
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@@ -5219,7 +5603,7 @@
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       "tier": "TRIVIAL",
       "start_line": 1,
-      "end_line": 229,
+      "end_line": 537,
       "tags": {
         "PURPOSE": "Auto-generated module for frontend/src/lib/components/layout/TopNavbar.svelte",
         "TIER": "TRIVIAL",
@@ -5231,8 +5615,8 @@
           "name": "toggleUserMenu",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 44,
-          "end_line": 44,
+          "start_line": 80,
+          "end_line": 80,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -5249,8 +5633,8 @@
           "name": "closeUserMenu",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 49,
-          "end_line": 49,
+          "start_line": 85,
+          "end_line": 85,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -5267,8 +5651,8 @@
           "name": "handleLogout",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 53,
-          "end_line": 53,
+          "start_line": 89,
+          "end_line": 89,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -5285,8 +5669,8 @@
           "name": "handleActivityClick",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 59,
-          "end_line": 59,
+          "start_line": 95,
+          "end_line": 95,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -5303,8 +5687,8 @@
           "name": "handleAssistantClick",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 71,
-          "end_line": 71,
+          "start_line": 107,
+          "end_line": 107,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -5321,8 +5705,8 @@
           "name": "handleSearchFocus",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 75,
-          "end_line": 75,
+          "start_line": 111,
+          "end_line": 111,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -5336,11 +5720,11 @@
           }
         },
         {
-          "name": "handleSearchBlur",
+          "name": "clearSearchState",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 79,
-          "end_line": 79,
+          "start_line": 116,
+          "end_line": 116,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -5357,8 +5741,8 @@
           "name": "handleDocumentClick",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 83,
-          "end_line": 83,
+          "start_line": 122,
+          "end_line": 122,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -5375,8 +5759,116 @@
           "name": "handleHamburgerClick",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 93,
-          "end_line": 93,
+          "start_line": 132,
+          "end_line": 132,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "handleGlobalEnvironmentChange",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 137,
+          "end_line": 137,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "buildSearchResultSections",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 144,
+          "end_line": 144,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "triggerSearch",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 228,
+          "end_line": 228,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "handleSearchInput",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 280,
+          "end_line": 280,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "openSearchResult",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 290,
+          "end_line": 290,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "handleSearchKeydown",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 303,
+          "end_line": 303,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -5549,7 +6041,7 @@
       "type": "Component",
       "tier": "CRITICAL",
       "start_line": 1,
-      "end_line": 364,
+      "end_line": 759,
       "tags": {
         "TIER": "CRITICAL",
         "PURPOSE": "Global task drawer for monitoring background operations",
@@ -5559,7 +6051,8 @@
         "INVARIANT": "Drawer shows logs for active task or remains closed",
         "UX_STATE": "InputRequired -> Interactive form rendered in drawer",
         "UX_FEEDBACK": "Back button returns to task list",
-        "UX_RECOVERY": "Back button shows task list when viewing task details"
+        "UX_RECOVERY": "Back button shows task list when viewing task details",
+        "TEST_DATA": "llm_task_success_with_pass_result -> {\"activeTaskDetails\":{\"plugin_id\":\"llm_dashboard_validation\",\"status\":\"SUCCESS\",\"result\":{\"status\":\"PASS\"}}}"
       },
       "relations": [],
       "children": [
@@ -5567,8 +6060,8 @@
           "name": "disconnectWebSocket",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 121,
-          "end_line": 135,
+          "start_line": 384,
+          "end_line": 398,
           "tags": {
             "PURPOSE": "Disconnects the active WebSocket connection",
             "PRE": "ws may or may not be initialized",
@@ -5587,8 +6080,8 @@
           "name": "loadRecentTasks",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 137,
-          "end_line": 160,
+          "start_line": 400,
+          "end_line": 423,
           "tags": {
             "PURPOSE": "Load recent tasks for list mode display",
             "PRE": "User is on task drawer or api is ready.",
@@ -5606,8 +6099,8 @@
           "name": "selectTask",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 162,
-          "end_line": 175,
+          "start_line": 425,
+          "end_line": 438,
           "tags": {
             "PURPOSE": "Select a task from list to view details",
             "PRE": "task is a valid task object",
@@ -5625,8 +6118,8 @@
           "name": "goBackToList",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 177,
-          "end_line": 194,
+          "start_line": 440,
+          "end_line": 457,
           "tags": {
             "PURPOSE": "Return to task list view from task details",
             "PRE": "Drawer is open and activeTaskId is set",
@@ -5651,112 +6144,227 @@
         {
           "store": "lib",
           "type": "READS_FROM",
-          "line": 22
+          "line": 39
         },
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-          "type": "READS_FROM",
           "line": 40
         },
         {
-          "store": "taskDrawerStore",
-          "type": "WRITES_TO",
-          "line": 41
+          "store": "lib",
+          "type": "READS_FROM",
+          "line": 43
         },
         {
-          "store": "taskDrawerStore",
-          "type": "WRITES_TO",
-          "line": 42
-        },
-        {
-          "store": "assistantChatStore",
+          "store": "lib",
           "type": "READS_FROM",
           "line": 44
         },
         {
-          "store": "t",
+          "store": "lib",
+          "type": "READS_FROM",
+          "line": 45
+        },
+        {
+          "store": "lib",
+          "type": "READS_FROM",
+          "line": 46
+        },
+        {
+          "store": "taskDrawerStore",
+          "type": "READS_FROM",
+          "line": 66
+        },
+        {
+          "store": "taskDrawerStore",
           "type": "WRITES_TO",
-          "line": 223
+          "line": 67
+        },
+        {
+          "store": "taskDrawerStore",
+          "type": "WRITES_TO",
+          "line": 68
+        },
+        {
+          "store": "assistantChatStore",
+          "type": "READS_FROM",
+          "line": 70
+        },
+        {
+          "store": "t",
+          "type": "READS_FROM",
+          "line": 159
+        },
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+        {
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+        },
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+        },
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+          "line": 562
+        },
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           "store": "t",
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+          "line": 627
+        },
+        {
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+        },
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+        },
+        {
+          "store": "t",
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+        },
+        {
+          "store": "t",
+          "type": "READS_FROM",
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+        },
+        {
+          "store": "t",
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+        },
+        {
+          "store": "t",
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+          "line": 682
+        },
+        {
+          "store": "t",
+          "type": "READS_FROM",
+          "line": 689
+        },
+        {
+          "store": "t",
+          "type": "READS_FROM",
+          "line": 699
+        },
+        {
+          "store": "t",
+          "type": "READS_FROM",
+          "line": 703
+        },
+        {
+          "store": "t",
+          "type": "READS_FROM",
+          "line": 716
+        },
+        {
+          "store": "t",
+          "type": "READS_FROM",
+          "line": 744
+        },
+        {
+          "store": "t",
+          "type": "READS_FROM",
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         }
       ]
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@@ -5765,7 +6373,7 @@
       "type": "Module",
       "tier": "TRIVIAL",
       "start_line": 1,
-      "end_line": 366,
+      "end_line": 761,
       "tags": {
         "PURPOSE": "Auto-generated module for frontend/src/lib/components/layout/TaskDrawer.svelte",
         "TIER": "TRIVIAL",
@@ -5777,8 +6385,8 @@
           "name": "handleClose",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 57,
-          "end_line": 57,
+          "start_line": 83,
+          "end_line": 83,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -5795,8 +6403,8 @@
           "name": "goToReportsPage",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 62,
-          "end_line": 62,
+          "start_line": 88,
+          "end_line": 88,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -5813,8 +6421,260 @@
           "name": "handleGlobalKeydown",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 67,
-          "end_line": 67,
+          "start_line": 93,
+          "end_line": 93,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "normalizeTaskId",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 100,
+          "end_line": 100,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "isTaskFinished",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 111,
+          "end_line": 111,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "resolveLlmValidationStatus",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 120,
+          "end_line": 120,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "llmValidationBadgeClass",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 129,
+          "end_line": 129,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "stopTaskDetailsPolling",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 139,
+          "end_line": 139,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "loadEnvironmentOptions",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 146,
+          "end_line": 146,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "resolveEnvironmentName",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 156,
+          "end_line": 156,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "resolveEnvironmentId",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 162,
+          "end_line": 162,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "loadActiveTaskDetails",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 172,
+          "end_line": 172,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "extractPrimaryDashboardId",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 187,
+          "end_line": 187,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "buildTaskSummary",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 206,
+          "end_line": 206,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "handleOpenDashboardDeepLink",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 290,
+          "end_line": 290,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "handleShowDiff",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 302,
+          "end_line": 302,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "handleOpenLlmReport",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 329,
+          "end_line": 329,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -5831,8 +6691,8 @@
           "name": "connectWebSocket",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 75,
-          "end_line": 75,
+          "start_line": 346,
+          "end_line": 346,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -5952,7 +6812,7 @@
       "type": "Page",
       "tier": "CRITICAL",
       "start_line": 1,
-      "end_line": 45,
+      "end_line": 56,
       "tags": {
         "TIER": "CRITICAL",
         "PURPOSE": "Redirect to Dashboard Hub as per UX requirements",
@@ -6000,7 +6860,7 @@
       "type": "Module",
       "tier": "STANDARD",
       "start_line": 16,
-      "end_line": 79,
+      "end_line": 93,
       "tags": {
         "TIER": "STANDARD",
         "SEMANTICS": "app-layout, auth-gating, navigation-shell",
@@ -6022,13 +6882,13 @@
       "type": "Page",
       "tier": "CRITICAL",
       "start_line": 1,
-      "end_line": 783,
+      "end_line": 939,
       "tags": {
         "TIER": "CRITICAL",
         "PURPOSE": "Dataset Hub - Dedicated hub for datasets with mapping progress",
         "LAYER": "UI",
         "RELATION": "BINDS_TO -> sidebarStore, taskDrawerStore",
-        "INVARIANT": "Always shows environment selector and dataset grid",
+        "INVARIANT": "Always shows datasets for the active environment from context store",
         "UX_STATE": "BulkAction-Modal -> Map Columns or Generate Docs modal open",
         "UX_FEEDBACK": "Floating panel slides up from bottom when items selected",
         "UX_RECOVERY": "Refresh button reloads dataset list"
@@ -6046,7 +6906,7 @@
       "type": "Module",
       "tier": "TRIVIAL",
       "start_line": 1,
-      "end_line": 783,
+      "end_line": 939,
       "tags": {
         "PURPOSE": "Auto-generated module for frontend/src/routes/datasets/+page.svelte",
         "TIER": "TRIVIAL",
@@ -6054,48 +6914,12 @@
       },
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         {
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-          "type": "Function",
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-          "start_line": 146,
-          "end_line": 146,
+          "start_line": 99,
+          "end_line": 99,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
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@@ -6112,8 +6936,8 @@
           "name": "handleSearch",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 154,
-          "end_line": 154,
+          "start_line": 155,
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           "tags": {
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@@ -6130,8 +6954,8 @@
           "name": "handlePageChange",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 159,
-          "end_line": 159,
+          "start_line": 160,
+          "end_line": 160,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
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@@ -6148,8 +6972,8 @@
           "name": "handlePageSizeChange",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 165,
-          "end_line": 165,
+          "start_line": 166,
+          "end_line": 166,
           "tags": {
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@@ -6166,8 +6990,8 @@
           "name": "updateSelectionState",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 172,
-          "end_line": 172,
+          "start_line": 173,
+          "end_line": 173,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
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@@ -6184,8 +7008,8 @@
           "name": "handleCheckboxChange",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 181,
-          "end_line": 181,
+          "start_line": 183,
+          "end_line": 183,
           "tags": {
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@@ -6202,8 +7026,8 @@
           "name": "handleSelectAll",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 192,
-          "end_line": 192,
+          "start_line": 194,
+          "end_line": 194,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
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@@ -6220,8 +7044,8 @@
           "name": "handleSelectVisible",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 213,
-          "end_line": 213,
+          "start_line": 218,
+          "end_line": 218,
           "tags": {
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@@ -6238,8 +7062,8 @@
           "name": "handleAction",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 224,
-          "end_line": 224,
+          "start_line": 229,
+          "end_line": 229,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -6256,8 +7080,8 @@
           "name": "handleBulkMapColumns",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 242,
-          "end_line": 242,
+          "start_line": 249,
+          "end_line": 249,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
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@@ -6274,8 +7098,8 @@
           "name": "handleBulkGenerateDocs",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 297,
-          "end_line": 297,
+          "start_line": 314,
+          "end_line": 314,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -6292,8 +7116,8 @@
           "name": "handleTaskStatusClick",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 328,
-          "end_line": 328,
+          "start_line": 348,
+          "end_line": 348,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -6310,8 +7134,8 @@
           "name": "getTaskStatusIcon",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 336,
-          "end_line": 336,
+          "start_line": 358,
+          "end_line": 358,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
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@@ -6328,8 +7152,8 @@
           "name": "getMappingProgressClass",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 353,
-          "end_line": 353,
+          "start_line": 375,
+          "end_line": 375,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -6354,7 +7178,7 @@
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       "tier": "CRITICAL",
       "start_line": 1,
-      "end_line": 393,
+      "end_line": 401,
       "tags": {
         "TIER": "CRITICAL",
         "PURPOSE": "Dataset Detail View - Shows detailed dataset information with columns, SQL, and linked dashboards",
@@ -6378,7 +7202,7 @@
       "type": "Module",
       "tier": "TRIVIAL",
       "start_line": 1,
-      "end_line": 393,
+      "end_line": 401,
       "tags": {
         "PURPOSE": "Auto-generated module for frontend/src/routes/datasets/[id]/+page.svelte",
         "TIER": "TRIVIAL",
@@ -6390,8 +7214,8 @@
           "name": "loadDatasetDetail",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 39,
-          "end_line": 39,
+          "start_line": 52,
+          "end_line": 52,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -6408,8 +7232,8 @@
           "name": "navigateToDashboard",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 60,
-          "end_line": 60,
+          "start_line": 73,
+          "end_line": 73,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -6426,8 +7250,8 @@
           "name": "goBack",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 65,
-          "end_line": 65,
+          "start_line": 78,
+          "end_line": 78,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -6444,8 +7268,8 @@
           "name": "getColumnTypeClass",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 70,
-          "end_line": 70,
+          "start_line": 83,
+          "end_line": 83,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -6462,8 +7286,8 @@
           "name": "getMappingProgress",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 94,
-          "end_line": 94,
+          "start_line": 107,
+          "end_line": 107,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -6488,7 +7312,7 @@
       "type": "Component",
       "tier": "CRITICAL",
       "start_line": 1,
-      "end_line": 194,
+      "end_line": 223,
       "tags": {
         "TIER": "CRITICAL",
         "SEMANTICS": "reports, unified, filters, loading, empty, error",
@@ -6511,92 +7335,92 @@
         {
           "store": "lib",
           "type": "READS_FROM",
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+          "line": 37
         },
         {
           "store": "lib",
           "type": "READS_FROM",
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+          "line": 38
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         {
           "store": "lib",
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+          "line": 39
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         {
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-        },
-        {
-          "store": "t",
-          "type": "READS_FROM",
           "line": 40
         },
         {
-          "store": "t",
+          "store": "lib",
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+          "line": 41
         },
         {
           "store": "t",
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+          "line": 55
         },
         {
           "store": "t",
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+          "line": 57
+        },
+        {
+          "store": "t",
+          "type": "READS_FROM",
+          "line": 58
+        },
+        {
+          "store": "t",
+          "type": "READS_FROM",
+          "line": 63
         },
         {
           "store": "t",
           "type": "WRITES_TO",
-          "line": 115
+          "line": 130
         },
         {
           "store": "t",
           "type": "READS_FROM",
-          "line": 146
+          "line": 161
         },
         {
           "store": "t",
           "type": "READS_FROM",
-          "line": 153
-        },
-        {
-          "store": "t",
-          "type": "READS_FROM",
-          "line": 160
-        },
-        {
-          "store": "t",
-          "type": "READS_FROM",
-          "line": 166
-        },
-        {
-          "store": "t",
-          "type": "READS_FROM",
-          "line": 166
-        },
-        {
-          "store": "t",
-          "type": "READS_FROM",
-          "line": 171
-        },
-        {
-          "store": "t",
-          "type": "READS_FROM",
-          "line": 175
+          "line": 168
         },
         {
           "store": "t",
           "type": "READS_FROM",
           "line": 177
+        },
+        {
+          "store": "t",
+          "type": "READS_FROM",
+          "line": 188
+        },
+        {
+          "store": "t",
+          "type": "READS_FROM",
+          "line": 188
+        },
+        {
+          "store": "t",
+          "type": "READS_FROM",
+          "line": 195
+        },
+        {
+          "store": "t",
+          "type": "READS_FROM",
+          "line": 201
+        },
+        {
+          "store": "t",
+          "type": "READS_FROM",
+          "line": 206
         }
       ]
     },
@@ -6605,7 +7429,7 @@
       "type": "Module",
       "tier": "TRIVIAL",
       "start_line": 1,
-      "end_line": 194,
+      "end_line": 223,
       "tags": {
         "PURPOSE": "Auto-generated module for frontend/src/routes/reports/+page.svelte",
         "TIER": "TRIVIAL",
@@ -6617,8 +7441,8 @@
           "name": "buildQuery",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 55,
-          "end_line": 55,
+          "start_line": 70,
+          "end_line": 70,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -6635,8 +7459,8 @@
           "name": "loadReports",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 66,
-          "end_line": 66,
+          "start_line": 81,
+          "end_line": 81,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -6653,8 +7477,8 @@
           "name": "hasActiveFilters",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 83,
-          "end_line": 83,
+          "start_line": 98,
+          "end_line": 98,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -6671,8 +7495,8 @@
           "name": "clearFilters",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 87,
-          "end_line": 87,
+          "start_line": 102,
+          "end_line": 102,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -6689,6 +7513,152 @@
           "name": "onFilterChange",
           "type": "Function",
           "tier": "TRIVIAL",
+          "start_line": 111,
+          "end_line": 111,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "onSelectReport",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 118,
+          "end_line": 118,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        }
+      ],
+      "compliance": {
+        "valid": true,
+        "issues": [],
+        "score": 1.0
+      }
+    },
+    {
+      "name": "+page",
+      "type": "Module",
+      "tier": "TRIVIAL",
+      "start_line": 1,
+      "end_line": 344,
+      "tags": {
+        "PURPOSE": "Auto-generated module for frontend/src/routes/reports/llm/[taskId]/+page.svelte",
+        "TIER": "TRIVIAL",
+        "LAYER": "Unknown"
+      },
+      "relations": [],
+      "children": [
+        {
+          "name": "formatDate",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 45,
+          "end_line": 45,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "formatMs",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 52,
+          "end_line": 52,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "getDashboardCheckResult",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 59,
+          "end_line": 59,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "getCheckResultClasses",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 70,
+          "end_line": 70,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "loadReport",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 78,
+          "end_line": 78,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "backToReports",
+          "type": "Function",
+          "tier": "TRIVIAL",
           "start_line": 96,
           "end_line": 96,
           "tags": {
@@ -6704,11 +7674,11 @@
           }
         },
         {
-          "name": "onSelectReport",
+          "name": "openTaskDetails",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 103,
-          "end_line": 103,
+          "start_line": 100,
+          "end_line": 100,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -6926,7 +7896,7 @@
       "type": "Page",
       "tier": "STANDARD",
       "start_line": 12,
-      "end_line": 109,
+      "end_line": 121,
       "tags": {
         "UX_STATE": "Idle -> Showing dashboard grid with actions.",
         "UX_FEEDBACK": "Toast -> Error messages on fetch failure.",
@@ -6938,8 +7908,8 @@
           "name": "fetchEnvironments",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 34,
-          "end_line": 52,
+          "start_line": 39,
+          "end_line": 56,
           "tags": {
             "PURPOSE": "Fetches the list of available environments.",
             "PRE": "None.",
@@ -6953,12 +7923,12 @@
               {
                 "message": "Missing Belief State Logging: Function should use console.log with [ID][STATE] (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 34
+                "line_number": 39
               },
               {
                 "message": "Missing Belief State Logging: Function should use console.log with [ID][STATE] (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 34
+                "line_number": 39
               }
             ],
             "score": 0.7
@@ -6968,8 +7938,8 @@
           "name": "fetchDashboards",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 54,
-          "end_line": 72,
+          "start_line": 58,
+          "end_line": 76,
           "tags": {
             "PURPOSE": "Fetches dashboards for a specific environment.",
             "PRE": "envId is a valid environment ID.",
@@ -6983,12 +7953,12 @@
               {
                 "message": "Missing Belief State Logging: Function should use console.log with [ID][STATE] (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 54
+                "line_number": 58
               },
               {
                 "message": "Missing Belief State Logging: Function should use console.log with [ID][STATE] (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 54
+                "line_number": 58
               }
             ],
             "score": 0.7
@@ -7006,13 +7976,13 @@
       "type": "Page",
       "tier": "CRITICAL",
       "start_line": 1,
-      "end_line": 1675,
+      "end_line": 1689,
       "tags": {
         "TIER": "CRITICAL",
         "PURPOSE": "Dashboard Hub - Central hub for managing dashboards with Git status and task actions",
         "LAYER": "UI",
         "RELATION": "BINDS_TO -> sidebarStore, taskDrawerStore",
-        "INVARIANT": "Always shows environment selector and dashboard grid",
+        "INVARIANT": "Always shows dashboards for the active environment from context store",
         "UX_STATE": "BulkAction-Modal -> Migration or Backup modal open",
         "UX_FEEDBACK": "Floating panel slides up from bottom when items selected",
         "UX_RECOVERY": "Refresh button reloads dashboard list"
@@ -7030,7 +8000,7 @@
       "type": "Module",
       "tier": "TRIVIAL",
       "start_line": 1,
-      "end_line": 1675,
+      "end_line": 1689,
       "tags": {
         "PURPOSE": "Auto-generated module for frontend/src/routes/dashboards/+page.svelte",
         "TIER": "TRIVIAL",
@@ -7042,26 +8012,8 @@
           "name": "handleDocumentClick",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 89,
-          "end_line": 89,
-          "tags": {
-            "PURPOSE": "Auto-detected function (orphan)",
-            "TIER": "TRIVIAL"
-          },
-          "relations": [],
-          "children": [],
-          "compliance": {
-            "valid": true,
-            "issues": [],
-            "score": 1.0
-          }
-        },
-        {
-          "name": "loadEnvironments",
-          "type": "Function",
-          "tier": "TRIVIAL",
-          "start_line": 101,
-          "end_line": 101,
+          "start_line": 110,
+          "end_line": 110,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -7078,26 +8030,8 @@
           "name": "loadDashboards",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 124,
-          "end_line": 124,
-          "tags": {
-            "PURPOSE": "Auto-detected function (orphan)",
-            "TIER": "TRIVIAL"
-          },
-          "relations": [],
-          "children": [],
-          "compliance": {
-            "valid": true,
-            "issues": [],
-            "score": 1.0
-          }
-        },
-        {
-          "name": "handleEnvChange",
-          "type": "Function",
-          "tier": "TRIVIAL",
-          "start_line": 179,
-          "end_line": 179,
+          "start_line": 122,
+          "end_line": 122,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -7114,8 +8048,8 @@
           "name": "handleSearch",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 187,
-          "end_line": 187,
+          "start_line": 177,
+          "end_line": 177,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -7132,8 +8066,8 @@
           "name": "handlePageChange",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 192,
-          "end_line": 192,
+          "start_line": 182,
+          "end_line": 182,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -7150,8 +8084,8 @@
           "name": "handlePageSizeChange",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 198,
-          "end_line": 198,
+          "start_line": 188,
+          "end_line": 188,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -7168,6 +8102,24 @@
           "name": "updateSelectionState",
           "type": "Function",
           "tier": "TRIVIAL",
+          "start_line": 195,
+          "end_line": 195,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "handleCheckboxChange",
+          "type": "Function",
+          "tier": "TRIVIAL",
           "start_line": 205,
           "end_line": 205,
           "tags": {
@@ -7182,30 +8134,12 @@
             "score": 1.0
           }
         },
-        {
-          "name": "handleCheckboxChange",
-          "type": "Function",
-          "tier": "TRIVIAL",
-          "start_line": 215,
-          "end_line": 215,
-          "tags": {
-            "PURPOSE": "Auto-detected function (orphan)",
-            "TIER": "TRIVIAL"
-          },
-          "relations": [],
-          "children": [],
-          "compliance": {
-            "valid": true,
-            "issues": [],
-            "score": 1.0
-          }
-        },
         {
           "name": "handleSelectAll",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 226,
-          "end_line": 226,
+          "start_line": 216,
+          "end_line": 216,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -7222,8 +8156,8 @@
           "name": "handleSelectVisible",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 237,
-          "end_line": 237,
+          "start_line": 227,
+          "end_line": 227,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -7240,8 +8174,8 @@
           "name": "toggleActionDropdown",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 248,
-          "end_line": 248,
+          "start_line": 238,
+          "end_line": 238,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -7258,8 +8192,8 @@
           "name": "closeActionDropdown",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 255,
-          "end_line": 255,
+          "start_line": 245,
+          "end_line": 245,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -7276,8 +8210,8 @@
           "name": "handleAction",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 260,
-          "end_line": 260,
+          "start_line": 250,
+          "end_line": 250,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -7294,8 +8228,8 @@
           "name": "handleValidate",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 304,
-          "end_line": 304,
+          "start_line": 294,
+          "end_line": 294,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -7312,8 +8246,8 @@
           "name": "handleTargetEnvChange",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 342,
-          "end_line": 342,
+          "start_line": 332,
+          "end_line": 332,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -7330,8 +8264,8 @@
           "name": "loadDatabases",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 355,
-          "end_line": 355,
+          "start_line": 345,
+          "end_line": 345,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -7348,8 +8282,8 @@
           "name": "handleMappingUpdate",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 373,
-          "end_line": 373,
+          "start_line": 363,
+          "end_line": 363,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -7366,8 +8300,8 @@
           "name": "loadDbMappings",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 380,
-          "end_line": 380,
+          "start_line": 370,
+          "end_line": 370,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -7384,8 +8318,8 @@
           "name": "handleBulkMigrate",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 411,
-          "end_line": 411,
+          "start_line": 401,
+          "end_line": 401,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -7402,8 +8336,8 @@
           "name": "handleBulkBackup",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 457,
-          "end_line": 457,
+          "start_line": 445,
+          "end_line": 445,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -7420,8 +8354,8 @@
           "name": "handleTaskStatusClick",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 494,
-          "end_line": 494,
+          "start_line": 482,
+          "end_line": 482,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -7438,8 +8372,8 @@
           "name": "navigateToDashboardDetail",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 503,
-          "end_line": 503,
+          "start_line": 491,
+          "end_line": 491,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -7456,6 +8390,24 @@
           "name": "getStatusBadgeClass",
           "type": "Function",
           "tier": "TRIVIAL",
+          "start_line": 498,
+          "end_line": 498,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "isGitBusy",
+          "type": "Function",
+          "tier": "TRIVIAL",
           "start_line": 510,
           "end_line": 510,
           "tags": {
@@ -7470,30 +8422,12 @@
             "score": 1.0
           }
         },
-        {
-          "name": "isGitBusy",
-          "type": "Function",
-          "tier": "TRIVIAL",
-          "start_line": 522,
-          "end_line": 522,
-          "tags": {
-            "PURPOSE": "Auto-detected function (orphan)",
-            "TIER": "TRIVIAL"
-          },
-          "relations": [],
-          "children": [],
-          "compliance": {
-            "valid": true,
-            "issues": [],
-            "score": 1.0
-          }
-        },
         {
           "name": "setGitBusy",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 526,
-          "end_line": 526,
+          "start_line": 514,
+          "end_line": 514,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -7510,8 +8444,8 @@
           "name": "ensureGitConfigs",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 535,
-          "end_line": 535,
+          "start_line": 523,
+          "end_line": 523,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -7528,8 +8462,8 @@
           "name": "updateDashboardGitState",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 541,
-          "end_line": 541,
+          "start_line": 529,
+          "end_line": 529,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -7546,8 +8480,8 @@
           "name": "refreshDashboardGitState",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 549,
-          "end_line": 549,
+          "start_line": 537,
+          "end_line": 537,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -7564,8 +8498,8 @@
           "name": "handleGitInit",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 568,
-          "end_line": 568,
+          "start_line": 556,
+          "end_line": 556,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -7582,8 +8516,8 @@
           "name": "handleGitSync",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 594,
-          "end_line": 594,
+          "start_line": 592,
+          "end_line": 592,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -7600,8 +8534,8 @@
           "name": "handleGitCommit",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 607,
-          "end_line": 607,
+          "start_line": 605,
+          "end_line": 605,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -7618,8 +8552,8 @@
           "name": "handleGitPull",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 635,
-          "end_line": 635,
+          "start_line": 633,
+          "end_line": 633,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -7636,8 +8570,8 @@
           "name": "handleGitPush",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 649,
-          "end_line": 649,
+          "start_line": 647,
+          "end_line": 647,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -7654,8 +8588,8 @@
           "name": "getTaskStatusIcon",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 664,
-          "end_line": 664,
+          "start_line": 662,
+          "end_line": 662,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -7672,8 +8606,8 @@
           "name": "getPaginationRange",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 681,
-          "end_line": 681,
+          "start_line": 679,
+          "end_line": 679,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -7698,13 +8632,14 @@
       "type": "Page",
       "tier": "CRITICAL",
       "start_line": 1,
-      "end_line": 208,
+      "end_line": 690,
       "tags": {
         "TIER": "CRITICAL",
         "PURPOSE": "Dashboard Detail View - Overview of charts and datasets linked to a dashboard",
         "LAYER": "UI",
         "RELATION": "BINDS_TO -> dashboard detail API",
-        "INVARIANT": "Shows dashboard metadata, charts, and datasets for selected environment"
+        "INVARIANT": "Shows dashboard metadata, charts, and datasets for selected environment",
+        "TEST_DATA": "llm_unconfigured -> {\"llmStatus\":{\"configured\":false,\"reason\":\"invalid_api_key\"}}"
       },
       "relations": [],
       "children": [],
@@ -7719,7 +8654,7 @@
       "type": "Module",
       "tier": "TRIVIAL",
       "start_line": 1,
-      "end_line": 208,
+      "end_line": 690,
       "tags": {
         "PURPOSE": "Auto-generated module for frontend/src/routes/dashboards/[id]/+page.svelte",
         "TIER": "TRIVIAL",
@@ -7727,12 +8662,210 @@
       },
       "relations": [],
       "children": [
+        {
+          "name": "loadDashboardPage",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 59,
+          "end_line": 59,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
         {
           "name": "loadDashboardDetail",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 29,
-          "end_line": 29,
+          "start_line": 68,
+          "end_line": 68,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "loadTaskHistory",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 87,
+          "end_line": 87,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "releaseThumbnailUrl",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 104,
+          "end_line": 104,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "loadThumbnail",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 111,
+          "end_line": 111,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "runBackupTask",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 136,
+          "end_line": 136,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "runLlmValidationTask",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 165,
+          "end_line": 165,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "openLlmReport",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 204,
+          "end_line": 204,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "toTaskTypeLabel",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 213,
+          "end_line": 213,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "getTaskStatusClasses",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 220,
+          "end_line": 220,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "getValidationStatus",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 232,
+          "end_line": 232,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "getValidationStatusClasses",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 249,
+          "end_line": 249,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -7749,8 +8882,8 @@
           "name": "goBack",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 48,
-          "end_line": 48,
+          "start_line": 259,
+          "end_line": 259,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -7767,8 +8900,8 @@
           "name": "openDataset",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 52,
-          "end_line": 52,
+          "start_line": 263,
+          "end_line": 263,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -7785,8 +8918,26 @@
           "name": "formatDate",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 56,
-          "end_line": 56,
+          "start_line": 267,
+          "end_line": 267,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "loadLlmStatus",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 274,
+          "end_line": 274,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -9793,7 +10944,7 @@
       "type": "Page",
       "tier": "CRITICAL",
       "start_line": 1,
-      "end_line": 1491,
+      "end_line": 1535,
       "tags": {
         "TIER": "CRITICAL",
         "PURPOSE": "Consolidated Settings Page - All settings in one place with tabbed navigation",
@@ -9802,7 +10953,9 @@
         "INVARIANT": "Always shows tabbed interface with all settings categories",
         "UX_STATE": "Error -> Shows error banner with retry button",
         "UX_FEEDBACK": "Toast notifications on save success/failure",
-        "UX_RECOVERY": "Refresh button reloads settings data"
+        "UX_RECOVERY": "Refresh button reloads settings data",
+        "TEST_DATA": "load_settings_success -> {\"environments\":[{\"id\":\"env1\",\"name\":\"Dev\",\"url\":\"http://dev\"}],\"llm\":{\"default_provider\":\"openai\"}}",
+        "TEST_EDGE": "load_failed -> shows error banner with retry button"
       },
       "relations": [],
       "children": [],
@@ -9817,7 +10970,7 @@
       "type": "Module",
       "tier": "TRIVIAL",
       "start_line": 1,
-      "end_line": 1491,
+      "end_line": 1535,
       "tags": {
         "PURPOSE": "Auto-generated module for frontend/src/routes/settings/+page.svelte",
         "TIER": "TRIVIAL",
@@ -9829,8 +10982,8 @@
           "name": "normalizeTab",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 67,
-          "end_line": 67,
+          "start_line": 85,
+          "end_line": 85,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -9847,8 +11000,8 @@
           "name": "readTabFromUrl",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 79,
-          "end_line": 79,
+          "start_line": 100,
+          "end_line": 100,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -9865,8 +11018,8 @@
           "name": "writeTabToUrl",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 89,
-          "end_line": 89,
+          "start_line": 110,
+          "end_line": 110,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -9883,8 +11036,8 @@
           "name": "loadSettings",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 114,
-          "end_line": 114,
+          "start_line": 135,
+          "end_line": 135,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -9901,8 +11054,8 @@
           "name": "normalizeLlmSettings",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 129,
-          "end_line": 129,
+          "start_line": 150,
+          "end_line": 150,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -9919,42 +11072,6 @@
           "name": "isMultimodalModel",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 153,
-          "end_line": 153,
-          "tags": {
-            "PURPOSE": "Auto-detected function (orphan)",
-            "TIER": "TRIVIAL"
-          },
-          "relations": [],
-          "children": [],
-          "compliance": {
-            "valid": true,
-            "issues": [],
-            "score": 1.0
-          }
-        },
-        {
-          "name": "getProviderById",
-          "type": "Function",
-          "tier": "TRIVIAL",
-          "start_line": 167,
-          "end_line": 167,
-          "tags": {
-            "PURPOSE": "Auto-detected function (orphan)",
-            "TIER": "TRIVIAL"
-          },
-          "relations": [],
-          "children": [],
-          "compliance": {
-            "valid": true,
-            "issues": [],
-            "score": 1.0
-          }
-        },
-        {
-          "name": "isDashboardValidationBindingValid",
-          "type": "Function",
-          "tier": "TRIVIAL",
           "start_line": 174,
           "end_line": 174,
           "tags": {
@@ -9969,12 +11086,48 @@
             "score": 1.0
           }
         },
+        {
+          "name": "getProviderById",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 188,
+          "end_line": 188,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "isDashboardValidationBindingValid",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 195,
+          "end_line": 195,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
         {
           "name": "handleTabChange",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 182,
-          "end_line": 182,
+          "start_line": 203,
+          "end_line": 203,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -9991,8 +11144,8 @@
           "name": "loadMigrationSettings",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 210,
-          "end_line": 210,
+          "start_line": 231,
+          "end_line": 231,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -10009,8 +11162,8 @@
           "name": "loadMappingsPage",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 223,
-          "end_line": 223,
+          "start_line": 244,
+          "end_line": 244,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -10027,8 +11180,8 @@
           "name": "onMappingsSearchInput",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 241,
-          "end_line": 241,
+          "start_line": 262,
+          "end_line": 262,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -10045,8 +11198,8 @@
           "name": "onMappingsFilterChange",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 249,
-          "end_line": 249,
+          "start_line": 270,
+          "end_line": 270,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -10063,8 +11216,8 @@
           "name": "goToMappingsPage",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 254,
-          "end_line": 254,
+          "start_line": 275,
+          "end_line": 275,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -10081,8 +11234,8 @@
           "name": "saveMigrationSettings",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 260,
-          "end_line": 260,
+          "start_line": 281,
+          "end_line": 281,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -10099,8 +11252,8 @@
           "name": "triggerSyncNow",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 278,
-          "end_line": 278,
+          "start_line": 293,
+          "end_line": 293,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -10117,8 +11270,8 @@
           "name": "handleSave",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 296,
-          "end_line": 296,
+          "start_line": 311,
+          "end_line": 311,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -10135,8 +11288,8 @@
           "name": "handleTestEnv",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 312,
-          "end_line": 312,
+          "start_line": 327,
+          "end_line": 327,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -10153,8 +11306,8 @@
           "name": "editEnv",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 337,
-          "end_line": 337,
+          "start_line": 352,
+          "end_line": 352,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -10171,8 +11324,8 @@
           "name": "resetEnvForm",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 348,
-          "end_line": 348,
+          "start_line": 366,
+          "end_line": 366,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -10189,8 +11342,8 @@
           "name": "handleAddOrUpdateEnv",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 364,
-          "end_line": 364,
+          "start_line": 383,
+          "end_line": 383,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -10207,8 +11360,8 @@
           "name": "handleDeleteEnv",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 400,
-          "end_line": 400,
+          "start_line": 416,
+          "end_line": 416,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -10583,7 +11736,7 @@
       "type": "Component",
       "tier": "STANDARD",
       "start_line": 1,
-      "end_line": 93,
+      "end_line": 105,
       "tags": {
         "PURPOSE": "Dashboard management page for Git integration.",
         "LAYER": "Page",
@@ -10595,8 +11748,8 @@
           "name": "fetchEnvironments",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 22,
-          "end_line": 38,
+          "start_line": 27,
+          "end_line": 42,
           "tags": {
             "PURPOSE": "Fetches the list of deployment environments from the API.",
             "PRE": "Component is mounted.",
@@ -10610,12 +11763,12 @@
               {
                 "message": "Missing Belief State Logging: Function should use console.log with [ID][STATE] (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 22
+                "line_number": 27
               },
               {
                 "message": "Missing Belief State Logging: Function should use console.log with [ID][STATE] (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 22
+                "line_number": 27
               }
             ],
             "score": 0.7
@@ -10625,8 +11778,8 @@
           "name": "fetchDashboards",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 40,
-          "end_line": 56,
+          "start_line": 44,
+          "end_line": 60,
           "tags": {
             "PURPOSE": "Fetches dashboards for a specific environment.",
             "PRE": "`envId` is a valid environment ID.",
@@ -10640,12 +11793,12 @@
               {
                 "message": "Missing Belief State Logging: Function should use console.log with [ID][STATE] (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 40
+                "line_number": 44
               },
               {
                 "message": "Missing Belief State Logging: Function should use console.log with [ID][STATE] (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 40
+                "line_number": 44
               }
             ],
             "score": 0.7
@@ -10675,14 +11828,44 @@
           "line": 14
         },
         {
-          "store": "t",
+          "store": "lib",
+          "type": "READS_FROM",
+          "line": 19
+        },
+        {
+          "store": "environmentContextStore",
+          "type": "WRITES_TO",
+          "line": 34
+        },
+        {
+          "store": "environmentContextStore",
+          "type": "WRITES_TO",
+          "line": 35
+        },
+        {
+          "store": "environmentContextStore",
+          "type": "READS_FROM",
+          "line": 64
+        },
+        {
+          "store": "environmentContextStore",
+          "type": "READS_FROM",
+          "line": 66
+        },
+        {
+          "store": "environmentContextStore",
           "type": "WRITES_TO",
           "line": 67
         },
+        {
+          "store": "environmentContextStore",
+          "type": "WRITES_TO",
+          "line": 69
+        },
         {
           "store": "t",
           "type": "WRITES_TO",
-          "line": 70
+          "line": 79
         },
         {
           "store": "t",
@@ -10692,12 +11875,17 @@
         {
           "store": "t",
           "type": "WRITES_TO",
-          "line": 84
+          "line": 94
         },
         {
           "store": "t",
           "type": "WRITES_TO",
-          "line": 88
+          "line": 96
+        },
+        {
+          "store": "t",
+          "type": "WRITES_TO",
+          "line": 100
         }
       ]
     },
@@ -12465,7 +13653,7 @@
       "type": "Component",
       "tier": "CRITICAL",
       "start_line": 1,
-      "end_line": 241,
+      "end_line": 256,
       "tags": {
         "TIER": "CRITICAL",
         "SEMANTICS": "task, log, viewer, inline, realtime",
@@ -12482,8 +13670,8 @@
           "name": "handleRealTimeLogs",
           "type": "Action",
           "tier": "STANDARD",
-          "start_line": 46,
-          "end_line": 63,
+          "start_line": 61,
+          "end_line": 78,
           "tags": {
             "PURPOSE": "Sync real-time logs to the current log list",
             "PRE": "None",
@@ -12501,8 +13689,8 @@
           "name": "fetchLogs",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 65,
-          "end_line": 85,
+          "start_line": 80,
+          "end_line": 100,
           "tags": {
             "PURPOSE": "Fetches logs for a given task ID",
             "PRE": "taskId is set",
@@ -12520,8 +13708,8 @@
           "name": "handleFilterChange",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 87,
-          "end_line": 95,
+          "start_line": 102,
+          "end_line": 110,
           "tags": {
             "PURPOSE": "Updates filter conditions for the log viewer",
             "PRE": "event contains detail with source and level",
@@ -12539,8 +13727,8 @@
           "name": "handleRefresh",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 97,
-          "end_line": 105,
+          "start_line": 112,
+          "end_line": 120,
           "tags": {
             "PURPOSE": "Refreshes the logs by polling the API",
             "PRE": "None",
@@ -12558,8 +13746,8 @@
           "name": "showInline",
           "type": "Component",
           "tier": "STANDARD",
-          "start_line": 133,
-          "end_line": 170,
+          "start_line": 148,
+          "end_line": 185,
           "tags": {
             "PURPOSE": "Shows inline logs -->",
             "LAYER": "UI -->",
@@ -12578,8 +13766,8 @@
           "name": "showModal",
           "type": "Component",
           "tier": "STANDARD",
-          "start_line": 172,
-          "end_line": 239,
+          "start_line": 187,
+          "end_line": 254,
           "tags": {
             "PURPOSE": "Shows modal logs -->",
             "LAYER": "UI -->",
@@ -12607,72 +13795,72 @@
         {
           "store": "bindable",
           "type": "WRITES_TO",
-          "line": 29
+          "line": 44
         },
         {
           "store": "props",
           "type": "WRITES_TO",
-          "line": 34
+          "line": 49
         },
         {
           "store": "state",
           "type": "WRITES_TO",
-          "line": 38
+          "line": 53
         },
         {
           "store": "state",
           "type": "WRITES_TO",
-          "line": 39
+          "line": 54
         },
         {
           "store": "state",
           "type": "WRITES_TO",
-          "line": 40
+          "line": 55
         },
         {
           "store": "state",
           "type": "WRITES_TO",
-          "line": 42
+          "line": 57
         },
         {
           "store": "derived",
           "type": "WRITES_TO",
-          "line": 44
+          "line": 59
         },
         {
           "store": "effect",
           "type": "READS_FROM",
-          "line": 50
+          "line": 65
         },
         {
           "store": "effect",
           "type": "READS_FROM",
-          "line": 107
+          "line": 122
         },
         {
           "store": "t",
           "type": "READS_FROM",
-          "line": 147
+          "line": 162
         },
         {
           "store": "t",
           "type": "WRITES_TO",
-          "line": 157
+          "line": 172
         },
         {
           "store": "t",
           "type": "READS_FROM",
-          "line": 206
+          "line": 221
         },
         {
           "store": "t",
           "type": "WRITES_TO",
-          "line": 214
+          "line": 229
         },
         {
           "store": "t",
           "type": "READS_FROM",
-          "line": 220
+          "line": 235
         }
       ]
     },
@@ -14929,11 +16117,11 @@
     {
       "name": "frontend.src.components.__tests__.task_log_viewer",
       "type": "Module",
-      "tier": "CRITICAL",
+      "tier": "STANDARD",
       "start_line": 1,
-      "end_line": 128,
+      "end_line": 131,
       "tags": {
-        "TIER": "CRITICAL",
+        "TIER": "STANDARD",
         "SEMANTICS": "tests, task-log, viewer, mount, components",
         "PURPOSE": "Unit tests for TaskLogViewer component by mounting it and observing the DOM.",
         "LAYER": "UI (Tests)",
@@ -17376,7 +18564,7 @@
       "type": "Component",
       "tier": "STANDARD",
       "start_line": 1,
-      "end_line": 351,
+      "end_line": 371,
       "tags": {
         "TIER": "STANDARD",
         "PURPOSE": "UI form for managing LLM provider configurations.",
@@ -17413,47 +18601,42 @@
         {
           "store": "t",
           "type": "WRITES_TO",
-          "line": 78
+          "line": 80
         },
         {
           "store": "t",
           "type": "WRITES_TO",
-          "line": 87
+          "line": 89
         },
         {
           "store": "t",
           "type": "READS_FROM",
-          "line": 91
+          "line": 93
         },
         {
           "store": "t",
           "type": "READS_FROM",
-          "line": 100
+          "line": 102
         },
         {
           "store": "t",
           "type": "WRITES_TO",
-          "line": 146
+          "line": 161
         },
         {
           "store": "t",
           "type": "READS_FROM",
-          "line": 155
+          "line": 170
         },
         {
           "store": "t",
           "type": "READS_FROM",
-          "line": 167
+          "line": 182
         },
         {
           "store": "t",
           "type": "READS_FROM",
-          "line": 167
-        },
-        {
-          "store": "t",
-          "type": "READS_FROM",
-          "line": 175
+          "line": 182
         },
         {
           "store": "t",
@@ -17463,37 +18646,27 @@
         {
           "store": "t",
           "type": "READS_FROM",
-          "line": 207
+          "line": 205
         },
         {
           "store": "t",
           "type": "READS_FROM",
-          "line": 221
+          "line": 222
         },
         {
           "store": "t",
           "type": "READS_FROM",
           "line": 236
         },
+        {
+          "store": "t",
+          "type": "READS_FROM",
+          "line": 251
+        },
         {
           "store": "t",
           "type": "WRITES_TO",
-          "line": 256
-        },
-        {
-          "store": "t",
-          "type": "READS_FROM",
-          "line": 277
-        },
-        {
-          "store": "t",
-          "type": "READS_FROM",
-          "line": 285
-        },
-        {
-          "store": "t",
-          "type": "READS_FROM",
-          "line": 285
+          "line": 271
         },
         {
           "store": "t",
@@ -17503,27 +18676,42 @@
         {
           "store": "t",
           "type": "READS_FROM",
-          "line": 310
+          "line": 300
         },
         {
           "store": "t",
           "type": "READS_FROM",
-          "line": 316
+          "line": 300
         },
         {
           "store": "t",
           "type": "READS_FROM",
-          "line": 317
+          "line": 307
         },
         {
           "store": "t",
           "type": "READS_FROM",
-          "line": 330
+          "line": 325
+        },
+        {
+          "store": "t",
+          "type": "READS_FROM",
+          "line": 331
+        },
+        {
+          "store": "t",
+          "type": "READS_FROM",
+          "line": 332
         },
         {
           "store": "t",
           "type": "READS_FROM",
           "line": 345
+        },
+        {
+          "store": "t",
+          "type": "READS_FROM",
+          "line": 365
         }
       ]
     },
@@ -17532,7 +18720,7 @@
       "type": "Module",
       "tier": "TRIVIAL",
       "start_line": 1,
-      "end_line": 351,
+      "end_line": 371,
       "tags": {
         "PURPOSE": "Auto-generated module for frontend/src/components/llm/ProviderConfig.svelte",
         "TIER": "TRIVIAL",
@@ -17544,8 +18732,8 @@
           "name": "isMultimodalModel",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 32,
-          "end_line": 32,
+          "start_line": 34,
+          "end_line": 34,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -17562,8 +18750,8 @@
           "name": "resetForm",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 46,
-          "end_line": 46,
+          "start_line": 48,
+          "end_line": 48,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -17580,8 +18768,8 @@
           "name": "handleEdit",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 59,
-          "end_line": 59,
+          "start_line": 61,
+          "end_line": 61,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -17598,8 +18786,8 @@
           "name": "testConnection",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 75,
-          "end_line": 75,
+          "start_line": 77,
+          "end_line": 77,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -17616,8 +18804,8 @@
           "name": "handleSubmit",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 107,
-          "end_line": 107,
+          "start_line": 109,
+          "end_line": 109,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -17634,8 +18822,8 @@
           "name": "toggleActive",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 131,
-          "end_line": 131,
+          "start_line": 133,
+          "end_line": 133,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -17850,7 +19038,7 @@
       "type": "Module",
       "tier": "CRITICAL",
       "start_line": 1,
-      "end_line": 284,
+      "end_line": 299,
       "tags": {
         "TIER": "CRITICAL",
         "SEMANTICS": "app, main, entrypoint, fastapi",
@@ -17981,13 +19169,17 @@
           "type": "Function",
           "tier": "CRITICAL",
           "start_line": 144,
-          "end_line": 245,
+          "end_line": 260,
           "tags": {
             "PURPOSE": "Provides a WebSocket endpoint for real-time log streaming of a task with server-side filtering.",
             "PRE": "task_id must be a valid task ID.",
             "POST": "WebSocket connection is managed and logs are streamed until disconnect.",
             "TIER": "CRITICAL",
-            "UX_STATE": "Connecting -> Streaming -> (Disconnected)"
+            "UX_STATE": "Connecting -> Streaming -> (Disconnected)",
+            "TEST_CONTRACT": "WebSocketLogStreamApi ->",
+            "TEST_FIXTURE": "valid_ws_connection -> {\"task_id\": \"test_1\", \"source\": \"plugin\"}",
+            "TEST_EDGE": "empty_task_logs -> waits for new logs",
+            "TEST_INVARIANT": "consistent_streaming -> verifies: [valid_ws_connection]"
           },
           "relations": [],
           "children": [],
@@ -18001,8 +19193,8 @@
           "name": "StaticFiles",
           "type": "Mount",
           "tier": "STANDARD",
-          "start_line": 247,
-          "end_line": 283,
+          "start_line": 262,
+          "end_line": 298,
           "tags": {
             "SEMANTICS": "static, frontend, spa",
             "PURPOSE": "Mounts the frontend build directory to serve static assets."
@@ -18013,8 +19205,8 @@
               "name": "serve_spa",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 254,
-              "end_line": 272,
+              "start_line": 269,
+              "end_line": 287,
               "tags": {
                 "PURPOSE": "Serves the SPA frontend for any path not matched by API routes.",
                 "PRE": "frontend_path exists.",
@@ -18032,8 +19224,8 @@
               "name": "read_root",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 274,
-              "end_line": 282,
+              "start_line": 289,
+              "end_line": 297,
               "tags": {
                 "PURPOSE": "A simple root endpoint to confirm that the API is running when frontend is missing.",
                 "PRE": "None.",
@@ -18058,8 +19250,8 @@
           "name": "matches_filters",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 179,
-          "end_line": 179,
+          "start_line": 194,
+          "end_line": 194,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -21203,7 +22395,7 @@
       "type": "Module",
       "tier": "STANDARD",
       "start_line": 1,
-      "end_line": 83,
+      "end_line": 84,
       "tags": {
         "TIER": "STANDARD",
         "SEMANTICS": "config, models, pydantic",
@@ -21243,7 +22435,7 @@
           "type": "DataClass",
           "tier": "STANDARD",
           "start_line": 25,
-          "end_line": 37,
+          "end_line": 38,
           "tags": {
             "PURPOSE": "Represents a Superset environment configuration."
           },
@@ -21259,8 +22451,8 @@
           "name": "LoggingConfig",
           "type": "DataClass",
           "tier": "STANDARD",
-          "start_line": 39,
-          "end_line": 48,
+          "start_line": 40,
+          "end_line": 49,
           "tags": {
             "PURPOSE": "Defines the configuration for the application's logging system."
           },
@@ -21276,8 +22468,8 @@
           "name": "GlobalSettings",
           "type": "DataClass",
           "tier": "STANDARD",
-          "start_line": 50,
-          "end_line": 74,
+          "start_line": 51,
+          "end_line": 75,
           "tags": {
             "PURPOSE": "Represents global application settings."
           },
@@ -21293,8 +22485,8 @@
           "name": "AppConfig",
           "type": "DataClass",
           "tier": "STANDARD",
-          "start_line": 76,
-          "end_line": 81,
+          "start_line": 77,
+          "end_line": 82,
           "tags": {
             "PURPOSE": "The root configuration model containing all application settings."
           },
@@ -22796,7 +23988,7 @@
       "type": "Module",
       "tier": "CRITICAL",
       "start_line": 1,
-      "end_line": 234,
+      "end_line": 249,
       "tags": {
         "TIER": "CRITICAL",
         "SEMANTICS": "mapping, ids, synchronization, environments, cross-filters",
@@ -22821,10 +24013,14 @@
           "type": "Class",
           "tier": "CRITICAL",
           "start_line": 23,
-          "end_line": 233,
+          "end_line": 248,
           "tags": {
             "TIER": "CRITICAL",
-            "PURPOSE": "Service handling the cataloging and retrieval of remote Superset Integer IDs."
+            "PURPOSE": "Service handling the cataloging and retrieval of remote Superset Integer IDs.",
+            "TEST_CONTRACT": "IdMappingServiceModel ->",
+            "TEST_FIXTURE": "valid_mapping_service -> {\"db_session\": \"MockSession()\"}",
+            "TEST_EDGE": "get_batch_empty_list -> returns empty dict",
+            "TEST_INVARIANT": "resilient_fetching -> verifies: [sync_api_failure]"
           },
           "relations": [],
           "children": [
@@ -22832,8 +24028,8 @@
               "name": "__init__",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 28,
-              "end_line": 34,
+              "start_line": 43,
+              "end_line": 49,
               "tags": {
                 "PURPOSE": "Initializes the mapping service."
               },
@@ -22845,32 +24041,32 @@
                   {
                     "message": "Missing Mandatory Tag: @PRE (required for STANDARD tier)",
                     "severity": "WARNING",
-                    "line_number": 28
+                    "line_number": 43
                   },
                   {
                     "message": "Missing Mandatory Tag: @POST (required for STANDARD tier)",
                     "severity": "WARNING",
-                    "line_number": 28
+                    "line_number": 43
                   },
                   {
                     "message": "Missing Mandatory Tag: @PRE (required for STANDARD tier)",
                     "severity": "WARNING",
-                    "line_number": 28
+                    "line_number": 43
                   },
                   {
                     "message": "Missing Mandatory Tag: @POST (required for STANDARD tier)",
                     "severity": "WARNING",
-                    "line_number": 28
+                    "line_number": 43
                   },
                   {
                     "message": "Missing Mandatory Tag: @PRE (required for STANDARD tier)",
                     "severity": "WARNING",
-                    "line_number": 28
+                    "line_number": 43
                   },
                   {
                     "message": "Missing Mandatory Tag: @POST (required for STANDARD tier)",
                     "severity": "WARNING",
-                    "line_number": 28
+                    "line_number": 43
                   }
                 ],
                 "score": 0.0
@@ -22880,8 +24076,8 @@
               "name": "start_scheduler",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 36,
-              "end_line": 65,
+              "start_line": 51,
+              "end_line": 80,
               "tags": {
                 "PURPOSE": "Starts the background scheduler with a given cron string.",
                 "PARAM": "superset_client_factory - Function to get a client for an environment."
@@ -22894,32 +24090,32 @@
                   {
                     "message": "Missing Mandatory Tag: @PRE (required for STANDARD tier)",
                     "severity": "WARNING",
-                    "line_number": 36
+                    "line_number": 51
                   },
                   {
                     "message": "Missing Mandatory Tag: @POST (required for STANDARD tier)",
                     "severity": "WARNING",
-                    "line_number": 36
+                    "line_number": 51
                   },
                   {
                     "message": "Missing Mandatory Tag: @PRE (required for STANDARD tier)",
                     "severity": "WARNING",
-                    "line_number": 36
+                    "line_number": 51
                   },
                   {
                     "message": "Missing Mandatory Tag: @POST (required for STANDARD tier)",
                     "severity": "WARNING",
-                    "line_number": 36
+                    "line_number": 51
                   },
                   {
                     "message": "Missing Mandatory Tag: @PRE (required for STANDARD tier)",
                     "severity": "WARNING",
-                    "line_number": 36
+                    "line_number": 51
                   },
                   {
                     "message": "Missing Mandatory Tag: @POST (required for STANDARD tier)",
                     "severity": "WARNING",
-                    "line_number": 36
+                    "line_number": 51
                   }
                 ],
                 "score": 0.0
@@ -22929,8 +24125,8 @@
               "name": "sync_environment",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 67,
-              "end_line": 184,
+              "start_line": 82,
+              "end_line": 199,
               "tags": {
                 "PURPOSE": "Fully synchronizes mapping for a specific environment.",
                 "PARAM": "superset_client - Instance capable of hitting the Superset API.",
@@ -22949,8 +24145,8 @@
               "name": "get_remote_id",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 186,
-              "end_line": 205,
+              "start_line": 201,
+              "end_line": 220,
               "tags": {
                 "PURPOSE": "Retrieves the remote integer ID for a given universal UUID.",
                 "PARAM": "uuid (str)",
@@ -22964,47 +24160,47 @@
                   {
                     "message": "Missing Mandatory Tag: @PRE (required for STANDARD tier)",
                     "severity": "WARNING",
-                    "line_number": 186
+                    "line_number": 201
                   },
                   {
                     "message": "Missing Mandatory Tag: @POST (required for STANDARD tier)",
                     "severity": "WARNING",
-                    "line_number": 186
+                    "line_number": 201
                   },
                   {
                     "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                     "severity": "WARNING",
-                    "line_number": 186
+                    "line_number": 201
                   },
                   {
                     "message": "Missing Mandatory Tag: @PRE (required for STANDARD tier)",
                     "severity": "WARNING",
-                    "line_number": 186
+                    "line_number": 201
                   },
                   {
                     "message": "Missing Mandatory Tag: @POST (required for STANDARD tier)",
                     "severity": "WARNING",
-                    "line_number": 186
+                    "line_number": 201
                   },
                   {
                     "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                     "severity": "WARNING",
-                    "line_number": 186
+                    "line_number": 201
                   },
                   {
                     "message": "Missing Mandatory Tag: @PRE (required for STANDARD tier)",
                     "severity": "WARNING",
-                    "line_number": 186
+                    "line_number": 201
                   },
                   {
                     "message": "Missing Mandatory Tag: @POST (required for STANDARD tier)",
                     "severity": "WARNING",
-                    "line_number": 186
+                    "line_number": 201
                   },
                   {
                     "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                     "severity": "WARNING",
-                    "line_number": 186
+                    "line_number": 201
                   }
                 ],
                 "score": 0.0
@@ -23014,8 +24210,8 @@
               "name": "get_remote_ids_batch",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 207,
-              "end_line": 231,
+              "start_line": 222,
+              "end_line": 246,
               "tags": {
                 "PURPOSE": "Retrieves remote integer IDs for a list of universal UUIDs efficiently.",
                 "PARAM": "uuids (List[str])",
@@ -23029,47 +24225,47 @@
                   {
                     "message": "Missing Mandatory Tag: @PRE (required for STANDARD tier)",
                     "severity": "WARNING",
-                    "line_number": 207
+                    "line_number": 222
                   },
                   {
                     "message": "Missing Mandatory Tag: @POST (required for STANDARD tier)",
                     "severity": "WARNING",
-                    "line_number": 207
+                    "line_number": 222
                   },
                   {
                     "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                     "severity": "WARNING",
-                    "line_number": 207
+                    "line_number": 222
                   },
                   {
                     "message": "Missing Mandatory Tag: @PRE (required for STANDARD tier)",
                     "severity": "WARNING",
-                    "line_number": 207
+                    "line_number": 222
                   },
                   {
                     "message": "Missing Mandatory Tag: @POST (required for STANDARD tier)",
                     "severity": "WARNING",
-                    "line_number": 207
+                    "line_number": 222
                   },
                   {
                     "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                     "severity": "WARNING",
-                    "line_number": 207
+                    "line_number": 222
                   },
                   {
                     "message": "Missing Mandatory Tag: @PRE (required for STANDARD tier)",
                     "severity": "WARNING",
-                    "line_number": 207
+                    "line_number": 222
                   },
                   {
                     "message": "Missing Mandatory Tag: @POST (required for STANDARD tier)",
                     "severity": "WARNING",
-                    "line_number": 207
+                    "line_number": 222
                   },
                   {
                     "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                     "severity": "WARNING",
-                    "line_number": 207
+                    "line_number": 222
                   }
                 ],
                 "score": 0.0
@@ -23097,8 +24293,8 @@
           "name": "sync_all",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 47,
-          "end_line": 47,
+          "start_line": 62,
+          "end_line": 62,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -23829,7 +25025,7 @@
       "type": "Module",
       "tier": "STANDARD",
       "start_line": 1,
-      "end_line": 179,
+      "end_line": 271,
       "tags": {
         "TIER": "STANDARD",
         "PURPOSE": "Unit tests for authentication module",
@@ -23846,8 +25042,8 @@
           "name": "db_session",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 33,
-          "end_line": 33,
+          "start_line": 35,
+          "end_line": 35,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -23864,8 +25060,8 @@
           "name": "auth_service",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 47,
-          "end_line": 47,
+          "start_line": 49,
+          "end_line": 49,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -23882,8 +25078,8 @@
           "name": "auth_repo",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 52,
-          "end_line": 52,
+          "start_line": 54,
+          "end_line": 54,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -23900,8 +25096,8 @@
           "name": "test_create_user",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 56,
-          "end_line": 56,
+          "start_line": 58,
+          "end_line": 58,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -23918,8 +25114,8 @@
           "name": "test_authenticate_user",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 75,
-          "end_line": 75,
+          "start_line": 77,
+          "end_line": 77,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -23936,8 +25132,8 @@
           "name": "test_create_session",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 101,
-          "end_line": 101,
+          "start_line": 103,
+          "end_line": 103,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -23954,8 +25150,8 @@
           "name": "test_role_permission_association",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 120,
-          "end_line": 120,
+          "start_line": 122,
+          "end_line": 122,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -23972,8 +25168,8 @@
           "name": "test_user_role_association",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 140,
-          "end_line": 140,
+          "start_line": 142,
+          "end_line": 142,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -23990,8 +25186,98 @@
           "name": "test_ad_group_mapping",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 162,
-          "end_line": 162,
+          "start_line": 164,
+          "end_line": 164,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "test_authenticate_user_updates_last_login",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 181,
+          "end_line": 181,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "test_authenticate_inactive_user",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 199,
+          "end_line": 199,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "test_verify_password_empty_hash",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 215,
+          "end_line": 215,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "test_provision_adfs_user_new",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 221,
+          "end_line": 221,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "test_provision_adfs_user_existing",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 247,
+          "end_line": 247,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -24428,7 +25714,7 @@
       "type": "Module",
       "tier": "STANDARD",
       "start_line": 1,
-      "end_line": 397,
+      "end_line": 395,
       "tags": {
         "SEMANTICS": "network, http, client, api, requests, session, authentication",
         "PURPOSE": "\u0418\u043d\u043a\u0430\u043f\u0441\u0443\u043b\u0438\u0440\u0443\u0435\u0442 \u043d\u0438\u0437\u043a\u043e\u0443\u0440\u043e\u0432\u043d\u0435\u0432\u0443\u044e HTTP-\u043b\u043e\u0433\u0438\u043a\u0443 \u0434\u043b\u044f \u0432\u0437\u0430\u0438\u043c\u043e\u0434\u0435\u0439\u0441\u0442\u0432\u0438\u044f \u0441 Superset API, \u0432\u043a\u043b\u044e\u0447\u0430\u044f \u0430\u0443\u0442\u0435\u043d\u0442\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u044e, \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u0441\u0435\u0441\u0441\u0438\u0435\u0439, retry-\u043b\u043e\u0433\u0438\u043a\u0443 \u0438 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0443 \u043e\u0448\u0438\u0431\u043e\u043a.",
@@ -24691,7 +25977,7 @@
           "type": "Class",
           "tier": "STANDARD",
           "start_line": 89,
-          "end_line": 395,
+          "end_line": 393,
           "tags": {
             "PURPOSE": "\u0418\u043d\u043a\u0430\u043f\u0441\u0443\u043b\u0438\u0440\u0443\u0435\u0442 HTTP-\u043b\u043e\u0433\u0438\u043a\u0443 \u0434\u043b\u044f \u0440\u0430\u0431\u043e\u0442\u044b \u0441 API, \u0432\u043a\u043b\u044e\u0447\u0430\u044f \u0441\u0435\u0441\u0441\u0438\u0438, \u0430\u0443\u0442\u0435\u043d\u0442\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u044e, \u0438 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0443 \u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432."
           },
@@ -24763,7 +26049,7 @@
               "type": "Function",
               "tier": "STANDARD",
               "start_line": 201,
-              "end_line": 215,
+              "end_line": 214,
               "tags": {
                 "PURPOSE": "\u0412\u043e\u0437\u0432\u0440\u0430\u0449\u0430\u0435\u0442 HTTP-\u0437\u0430\u0433\u043e\u043b\u043e\u0432\u043a\u0438 \u0434\u043b\u044f \u0430\u0443\u0442\u0435\u043d\u0442\u0438\u0444\u0438\u0446\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0445 \u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432.",
                 "PRE": "APIClient is initialized and authenticated or can be authenticated.",
@@ -24773,16 +26059,32 @@
               "children": [],
               "compliance": {
                 "valid": true,
-                "issues": [],
-                "score": 1.0
+                "issues": [
+                  {
+                    "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
+                    "severity": "WARNING",
+                    "line_number": 201
+                  },
+                  {
+                    "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
+                    "severity": "WARNING",
+                    "line_number": 201
+                  },
+                  {
+                    "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
+                    "severity": "WARNING",
+                    "line_number": 201
+                  }
+                ],
+                "score": 0.55
               }
             },
             {
               "name": "request",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 217,
-              "end_line": 242,
+              "start_line": 216,
+              "end_line": 240,
               "tags": {
                 "PURPOSE": "\u0412\u044b\u043f\u043e\u043b\u043d\u044f\u0435\u0442 \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0430\u043b\u044c\u043d\u044b\u0439 HTTP-\u0437\u0430\u043f\u0440\u043e\u0441 \u043a API.",
                 "PARAM": "raw_response (bool) - \u0412\u043e\u0437\u0432\u0440\u0430\u0449\u0430\u0442\u044c \u043b\u0438 \u0441\u044b\u0440\u043e\u0439 \u043e\u0442\u0432\u0435\u0442.",
@@ -24795,16 +26097,32 @@
               "children": [],
               "compliance": {
                 "valid": true,
-                "issues": [],
-                "score": 1.0
+                "issues": [
+                  {
+                    "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
+                    "severity": "WARNING",
+                    "line_number": 216
+                  },
+                  {
+                    "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
+                    "severity": "WARNING",
+                    "line_number": 216
+                  },
+                  {
+                    "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
+                    "severity": "WARNING",
+                    "line_number": 216
+                  }
+                ],
+                "score": 0.55
               }
             },
             {
               "name": "_handle_http_error",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 244,
-              "end_line": 262,
+              "start_line": 242,
+              "end_line": 260,
               "tags": {
                 "PURPOSE": "(Helper) \u041f\u0440\u0435\u043e\u0431\u0440\u0430\u0437\u0443\u0435\u0442 HTTP \u043e\u0448\u0438\u0431\u043a\u0438 \u0432 \u043a\u0430\u0441\u0442\u043e\u043c\u043d\u044b\u0435 \u0438\u0441\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u044f.",
                 "PARAM": "endpoint (str) - \u042d\u043d\u0434\u043f\u043e\u0438\u043d\u0442.",
@@ -24823,8 +26141,8 @@
               "name": "_handle_network_error",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 264,
-              "end_line": 279,
+              "start_line": 262,
+              "end_line": 277,
               "tags": {
                 "PURPOSE": "(Helper) \u041f\u0440\u0435\u043e\u0431\u0440\u0430\u0437\u0443\u0435\u0442 \u0441\u0435\u0442\u0435\u0432\u044b\u0435 \u043e\u0448\u0438\u0431\u043a\u0438 \u0432 `NetworkError`.",
                 "PARAM": "url (str) - URL.",
@@ -24843,8 +26161,8 @@
               "name": "upload_file",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 281,
-              "end_line": 310,
+              "start_line": 279,
+              "end_line": 308,
               "tags": {
                 "PURPOSE": "\u0417\u0430\u0433\u0440\u0443\u0436\u0430\u0435\u0442 \u0444\u0430\u0439\u043b \u043d\u0430 \u0441\u0435\u0440\u0432\u0435\u0440 \u0447\u0435\u0440\u0435\u0437 multipart/form-data.",
                 "PARAM": "timeout (Optional[int]) - \u0422\u0430\u0439\u043c\u0430\u0443\u0442.",
@@ -24865,8 +26183,8 @@
               "name": "_perform_upload",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 312,
-              "end_line": 338,
+              "start_line": 310,
+              "end_line": 336,
               "tags": {
                 "PURPOSE": "(Helper) \u0412\u044b\u043f\u043e\u043b\u043d\u044f\u0435\u0442 POST \u0437\u0430\u043f\u0440\u043e\u0441 \u0441 \u0444\u0430\u0439\u043b\u043e\u043c.",
                 "PARAM": "timeout (Optional[int]) - \u0422\u0430\u0439\u043c\u0430\u0443\u0442.",
@@ -24886,8 +26204,8 @@
               "name": "fetch_paginated_count",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 340,
-              "end_line": 352,
+              "start_line": 338,
+              "end_line": 350,
               "tags": {
                 "PURPOSE": "\u041f\u043e\u043b\u0443\u0447\u0430\u0435\u0442 \u043e\u0431\u0449\u0435\u0435 \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e \u044d\u043b\u0435\u043c\u0435\u043d\u0442\u043e\u0432 \u0434\u043b\u044f \u043f\u0430\u0433\u0438\u043d\u0430\u0446\u0438\u0438.",
                 "PARAM": "count_field (str) - \u041f\u043e\u043b\u0435 \u0441 \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e\u043c.",
@@ -24907,8 +26225,8 @@
               "name": "fetch_paginated_data",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 354,
-              "end_line": 393,
+              "start_line": 352,
+              "end_line": 391,
               "tags": {
                 "PURPOSE": "\u0410\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438 \u0441\u043e\u0431\u0438\u0440\u0430\u0435\u0442 \u0434\u0430\u043d\u043d\u044b\u0435 \u0441\u043e \u0432\u0441\u0435\u0445 \u0441\u0442\u0440\u0430\u043d\u0438\u0446 \u043f\u0430\u0433\u0438\u043d\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u0433\u043e \u044d\u043d\u0434\u043f\u043e\u0438\u043d\u0442\u0430.",
                 "PARAM": "pagination_options (Dict[str, Any]) - \u041e\u043f\u0446\u0438\u0438 \u043f\u0430\u0433\u0438\u043d\u0430\u0446\u0438\u0438.",
@@ -25540,7 +26858,7 @@
       "type": "Module",
       "tier": "CRITICAL",
       "start_line": 1,
-      "end_line": 177,
+      "end_line": 190,
       "tags": {
         "SEMANTICS": "task, logger, context, plugin, attribution",
         "PURPOSE": "Provides a dedicated logger for tasks with automatic source attribution.",
@@ -25560,14 +26878,17 @@
           "type": "Class",
           "tier": "CRITICAL",
           "start_line": 13,
-          "end_line": 175,
+          "end_line": 188,
           "tags": {
             "SEMANTICS": "logger, task, source, attribution",
             "PURPOSE": "A wrapper around TaskManager._add_log that carries task_id and source context.",
             "TIER": "CRITICAL",
             "INVARIANT": "All log calls include the task_id and source.",
-            "TEST_DATA": "task_logger -> {\"task_id\": \"test_123\", \"source\": \"test_plugin\"}",
-            "UX_STATE": "Idle -> Logging -> (system records log)"
+            "UX_STATE": "Idle -> Logging -> (system records log)",
+            "TEST_CONTRACT": "TaskLoggerModel ->",
+            "TEST_FIXTURE": "valid_task_logger -> {\"task_id\": \"test_123\", \"add_log_fn\": lambda *args: None, \"source\": \"test_plugin\"}",
+            "TEST_EDGE": "invalid_add_log_fn -> raises TypeError",
+            "TEST_INVARIANT": "consistent_delegation -> verifies: [valid_task_logger]"
           },
           "relations": [],
           "children": [
@@ -25575,8 +26896,8 @@
               "name": "__init__",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 34,
-              "end_line": 50,
+              "start_line": 47,
+              "end_line": 63,
               "tags": {
                 "PURPOSE": "Initialize the TaskLogger with task context.",
                 "PRE": "add_log_fn is a callable that accepts (task_id, level, message, context, source, metadata).",
@@ -25595,8 +26916,8 @@
               "name": "with_source",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 52,
-              "end_line": 65,
+              "start_line": 65,
+              "end_line": 78,
               "tags": {
                 "PURPOSE": "Create a sub-logger with a different default source.",
                 "PRE": "source is a non-empty string.",
@@ -25616,8 +26937,8 @@
               "name": "_log",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 67,
-              "end_line": 91,
+              "start_line": 80,
+              "end_line": 104,
               "tags": {
                 "PURPOSE": "Internal method to log a message at a given level.",
                 "PRE": "level is a valid log level string.",
@@ -25637,8 +26958,8 @@
               "name": "debug",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 93,
-              "end_line": 107,
+              "start_line": 106,
+              "end_line": 120,
               "tags": {
                 "PURPOSE": "Log a DEBUG level message.",
                 "PRE": "message is a string.",
@@ -25657,8 +26978,8 @@
               "name": "info",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 109,
-              "end_line": 123,
+              "start_line": 122,
+              "end_line": 136,
               "tags": {
                 "PURPOSE": "Log an INFO level message.",
                 "PRE": "message is a string.",
@@ -25677,8 +26998,8 @@
               "name": "warning",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 125,
-              "end_line": 139,
+              "start_line": 138,
+              "end_line": 152,
               "tags": {
                 "PURPOSE": "Log a WARNING level message.",
                 "PRE": "message is a string.",
@@ -25697,8 +27018,8 @@
               "name": "error",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 141,
-              "end_line": 155,
+              "start_line": 154,
+              "end_line": 168,
               "tags": {
                 "PURPOSE": "Log an ERROR level message.",
                 "PRE": "message is a string.",
@@ -25717,8 +27038,8 @@
               "name": "progress",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 157,
-              "end_line": 173,
+              "start_line": 170,
+              "end_line": 186,
               "tags": {
                 "PURPOSE": "Log a progress update with percentage.",
                 "PRE": "percent is between 0 and 100.",
@@ -25752,7 +27073,7 @@
       "type": "Module",
       "tier": "CRITICAL",
       "start_line": 1,
-      "end_line": 454,
+      "end_line": 481,
       "tags": {
         "TIER": "CRITICAL",
         "SEMANTICS": "persistence, sqlite, sqlalchemy, task, storage",
@@ -25768,12 +27089,16 @@
           "type": "Class",
           "tier": "CRITICAL",
           "start_line": 22,
-          "end_line": 240,
+          "end_line": 254,
           "tags": {
             "TIER": "CRITICAL",
             "SEMANTICS": "persistence, service, database, sqlalchemy",
             "PURPOSE": "Provides methods to save and load tasks from the tasks.db database using SQLAlchemy.",
-            "INVARIANT": "Persistence must handle potentially missing task fields natively."
+            "INVARIANT": "Persistence must handle potentially missing task fields natively.",
+            "TEST_CONTRACT": "TaskPersistenceService ->",
+            "TEST_FIXTURE": "valid_task_persistence -> {\"task_id\": \"123\", \"status\": \"PENDING\"}",
+            "TEST_EDGE": "load_corrupt_json_params -> handled gracefully",
+            "TEST_INVARIANT": "accurate_round_trip -> verifies: [valid_task_persistence, load_corrupt_json_params]"
           },
           "relations": [],
           "children": [
@@ -25781,8 +27106,8 @@
               "name": "_json_load_if_needed",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 28,
-              "end_line": 48,
+              "start_line": 42,
+              "end_line": 62,
               "tags": {
                 "PURPOSE": "Safely load JSON strings from DB if necessary",
                 "PRE": "value is an arbitrary database value",
@@ -25800,8 +27125,8 @@
               "name": "_parse_datetime",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 50,
-              "end_line": 65,
+              "start_line": 64,
+              "end_line": 79,
               "tags": {
                 "PURPOSE": "Safely parse a datetime string from the database",
                 "PRE": "value is an ISO string or datetime object",
@@ -25819,8 +27144,8 @@
               "name": "_resolve_environment_id",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 67,
-              "end_line": 81,
+              "start_line": 81,
+              "end_line": 95,
               "tags": {
                 "TIER": "STANDARD",
                 "PURPOSE": "Resolve environment id based on provided value or fallback to default",
@@ -25839,8 +27164,8 @@
               "name": "__init__",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 83,
-              "end_line": 91,
+              "start_line": 97,
+              "end_line": 105,
               "tags": {
                 "PURPOSE": "Initializes the persistence service.",
                 "PRE": "None.",
@@ -25858,8 +27183,8 @@
               "name": "persist_task",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 93,
-              "end_line": 153,
+              "start_line": 107,
+              "end_line": 167,
               "tags": {
                 "PURPOSE": "Persists or updates a single task in the database.",
                 "PRE": "isinstance(task, Task)",
@@ -25879,8 +27204,8 @@
               "name": "persist_tasks",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 155,
-              "end_line": 164,
+              "start_line": 169,
+              "end_line": 178,
               "tags": {
                 "PURPOSE": "Persists multiple tasks.",
                 "PRE": "isinstance(tasks, list)",
@@ -25899,8 +27224,8 @@
               "name": "load_tasks",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 166,
-              "end_line": 218,
+              "start_line": 180,
+              "end_line": 232,
               "tags": {
                 "PURPOSE": "Loads tasks from the database.",
                 "PRE": "limit is an integer.",
@@ -25920,8 +27245,8 @@
               "name": "delete_tasks",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 220,
-              "end_line": 238,
+              "start_line": 234,
+              "end_line": 252,
               "tags": {
                 "PURPOSE": "Deletes specific tasks from the database.",
                 "PRE": "task_ids is a list of strings.",
@@ -25947,13 +27272,17 @@
           "name": "TaskLogPersistenceService",
           "type": "Class",
           "tier": "CRITICAL",
-          "start_line": 242,
-          "end_line": 453,
+          "start_line": 256,
+          "end_line": 480,
           "tags": {
             "SEMANTICS": "persistence, service, database, log, sqlalchemy",
             "PURPOSE": "Provides methods to save and query task logs from the task_logs table.",
             "TIER": "CRITICAL",
-            "INVARIANT": "Log entries are batch-inserted for performance."
+            "INVARIANT": "Log entries are batch-inserted for performance.",
+            "TEST_CONTRACT": "TaskLogPersistenceService ->",
+            "TEST_FIXTURE": "valid_log_batch -> {\"task_id\": \"123\", \"logs\": [{\"level\": \"INFO\", \"message\": \"msg\"}]}",
+            "TEST_EDGE": "add_logs_db_error -> rollback and log error",
+            "TEST_INVARIANT": "accurate_log_aggregation -> verifies: [valid_log_batch]"
           },
           "relations": [
             {
@@ -25966,8 +27295,8 @@
               "name": "__init__",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 254,
-              "end_line": 261,
+              "start_line": 281,
+              "end_line": 288,
               "tags": {
                 "TIER": "STANDARD",
                 "PURPOSE": "Initializes the TaskLogPersistenceService",
@@ -25986,8 +27315,8 @@
               "name": "add_logs",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 263,
-              "end_line": 292,
+              "start_line": 290,
+              "end_line": 319,
               "tags": {
                 "PURPOSE": "Batch insert log entries for a task.",
                 "PRE": "logs is a list of LogEntry objects.",
@@ -26007,8 +27336,8 @@
               "name": "get_logs",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 294,
-              "end_line": 344,
+              "start_line": 321,
+              "end_line": 371,
               "tags": {
                 "PURPOSE": "Query logs for a task with filtering and pagination.",
                 "PRE": "task_id is a valid task ID.",
@@ -26028,8 +27357,8 @@
               "name": "get_log_stats",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 346,
-              "end_line": 389,
+              "start_line": 373,
+              "end_line": 416,
               "tags": {
                 "PURPOSE": "Get statistics about logs for a task.",
                 "PRE": "task_id is a valid task ID.",
@@ -26049,8 +27378,8 @@
               "name": "get_sources",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 391,
-              "end_line": 408,
+              "start_line": 418,
+              "end_line": 435,
               "tags": {
                 "PURPOSE": "Get unique sources for a task's logs.",
                 "PRE": "task_id is a valid task ID.",
@@ -26070,8 +27399,8 @@
               "name": "delete_logs_for_task",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 410,
-              "end_line": 429,
+              "start_line": 437,
+              "end_line": 456,
               "tags": {
                 "PURPOSE": "Delete all logs for a specific task.",
                 "PRE": "task_id is a valid task ID.",
@@ -26091,8 +27420,8 @@
               "name": "delete_logs_for_tasks",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 431,
-              "end_line": 451,
+              "start_line": 458,
+              "end_line": 478,
               "tags": {
                 "PURPOSE": "Delete all logs for multiple tasks.",
                 "PRE": "task_ids is a list of task IDs.",
@@ -26118,8 +27447,8 @@
           "name": "json_serializable",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 116,
-          "end_line": 116,
+          "start_line": 130,
+          "end_line": 130,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -26144,7 +27473,7 @@
       "type": "Module",
       "tier": "CRITICAL",
       "start_line": 1,
-      "end_line": 596,
+      "end_line": 621,
       "tags": {
         "TIER": "CRITICAL",
         "SEMANTICS": "task, manager, lifecycle, execution, state",
@@ -26152,7 +27481,11 @@
         "LAYER": "Core",
         "RELATION": "Depends on PluginLoader to get plugin instances. It is used by the API layer to create and query tasks.",
         "INVARIANT": "Task IDs are unique.",
-        "CONSTRAINT": "Must use belief_scope for logging."
+        "CONSTRAINT": "Must use belief_scope for logging.",
+        "TEST_CONTRACT": "TaskManagerModule -> {",
+        "TEST_FIXTURE": "valid_module -> {\"manager_initialized\": true}",
+        "TEST_EDGE": "external_failure -> {\"db_unavailable\": true}",
+        "TEST_INVARIANT": "logger_compliance -> verifies: [valid_module]"
       },
       "relations": [],
       "children": [
@@ -26160,13 +27493,17 @@
           "name": "TaskManager",
           "type": "Class",
           "tier": "CRITICAL",
-          "start_line": 24,
-          "end_line": 595,
+          "start_line": 35,
+          "end_line": 620,
           "tags": {
             "SEMANTICS": "task, manager, lifecycle, execution, state",
             "PURPOSE": "Manages the lifecycle of tasks, including their creation, execution, and state tracking.",
             "TIER": "CRITICAL",
-            "INVARIANT": "Log entries are never deleted after being added to a task."
+            "INVARIANT": "Log entries are never deleted after being added to a task.",
+            "TEST_CONTRACT": "TaskManagerModel ->",
+            "TEST_FIXTURE": "valid_manager -> {\"plugin_loader\": \"MockPluginLoader()\"}",
+            "TEST_EDGE": "create_task_invalid_params -> raises ValueError",
+            "TEST_INVARIANT": "lifecycle_management -> verifies: [valid_manager]"
           },
           "relations": [],
           "children": [
@@ -26174,8 +27511,8 @@
               "name": "__init__",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 39,
-              "end_line": 70,
+              "start_line": 64,
+              "end_line": 95,
               "tags": {
                 "PURPOSE": "Initialize the TaskManager with dependencies.",
                 "PRE": "plugin_loader is initialized.",
@@ -26194,8 +27531,8 @@
               "name": "_flusher_loop",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 72,
-              "end_line": 81,
+              "start_line": 97,
+              "end_line": 106,
               "tags": {
                 "PURPOSE": "Background thread that periodically flushes log buffer to database.",
                 "PRE": "TaskManager is initialized.",
@@ -26209,17 +27546,17 @@
                   {
                     "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                     "severity": "WARNING",
-                    "line_number": 72
+                    "line_number": 97
                   },
                   {
                     "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                     "severity": "WARNING",
-                    "line_number": 72
+                    "line_number": 97
                   },
                   {
                     "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                     "severity": "WARNING",
-                    "line_number": 72
+                    "line_number": 97
                   }
                 ],
                 "score": 0.55
@@ -26229,8 +27566,8 @@
               "name": "_flush_logs",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 83,
-              "end_line": 107,
+              "start_line": 108,
+              "end_line": 132,
               "tags": {
                 "PURPOSE": "Flush all buffered logs to the database.",
                 "PRE": "None.",
@@ -26244,17 +27581,17 @@
                   {
                     "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                     "severity": "WARNING",
-                    "line_number": 83
+                    "line_number": 108
                   },
                   {
                     "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                     "severity": "WARNING",
-                    "line_number": 83
+                    "line_number": 108
                   },
                   {
                     "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                     "severity": "WARNING",
-                    "line_number": 83
+                    "line_number": 108
                   }
                 ],
                 "score": 0.55
@@ -26264,8 +27601,8 @@
               "name": "_flush_task_logs",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 109,
-              "end_line": 125,
+              "start_line": 134,
+              "end_line": 150,
               "tags": {
                 "PURPOSE": "Flush logs for a specific task immediately.",
                 "PRE": "task_id exists.",
@@ -26284,8 +27621,8 @@
               "name": "create_task",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 127,
-              "end_line": 154,
+              "start_line": 152,
+              "end_line": 179,
               "tags": {
                 "PURPOSE": "Creates and queues a new task for execution.",
                 "PRE": "Plugin with plugin_id exists. Params are valid.",
@@ -26306,8 +27643,8 @@
               "name": "_run_task",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 156,
-              "end_line": 220,
+              "start_line": 181,
+              "end_line": 245,
               "tags": {
                 "PURPOSE": "Internal method to execute a task with TaskContext support.",
                 "PRE": "Task exists in registry.",
@@ -26326,8 +27663,8 @@
               "name": "resolve_task",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 222,
-              "end_line": 244,
+              "start_line": 247,
+              "end_line": 269,
               "tags": {
                 "PURPOSE": "Resumes a task that is awaiting mapping.",
                 "PRE": "Task exists and is in AWAITING_MAPPING state.",
@@ -26347,8 +27684,8 @@
               "name": "wait_for_resolution",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 246,
-              "end_line": 266,
+              "start_line": 271,
+              "end_line": 291,
               "tags": {
                 "PURPOSE": "Pauses execution and waits for a resolution signal.",
                 "PRE": "Task exists.",
@@ -26367,8 +27704,8 @@
               "name": "wait_for_input",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 268,
-              "end_line": 287,
+              "start_line": 293,
+              "end_line": 312,
               "tags": {
                 "PURPOSE": "Pauses execution and waits for user input.",
                 "PRE": "Task exists.",
@@ -26387,8 +27724,8 @@
               "name": "get_task",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 289,
-              "end_line": 298,
+              "start_line": 314,
+              "end_line": 323,
               "tags": {
                 "PURPOSE": "Retrieves a task by its ID.",
                 "PRE": "task_id is a string.",
@@ -26408,8 +27745,8 @@
               "name": "get_all_tasks",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 300,
-              "end_line": 308,
+              "start_line": 325,
+              "end_line": 333,
               "tags": {
                 "PURPOSE": "Retrieves all registered tasks.",
                 "PRE": "None.",
@@ -26428,8 +27765,8 @@
               "name": "get_tasks",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 310,
-              "end_line": 348,
+              "start_line": 335,
+              "end_line": 373,
               "tags": {
                 "PURPOSE": "Retrieves tasks with pagination and optional status filter.",
                 "PRE": "limit and offset are non-negative integers.",
@@ -26449,8 +27786,8 @@
               "name": "get_task_logs",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 350,
-              "end_line": 380,
+              "start_line": 375,
+              "end_line": 405,
               "tags": {
                 "PURPOSE": "Retrieves logs for a specific task (from memory for running, persistence for completed).",
                 "PRE": "task_id is a string.",
@@ -26470,8 +27807,8 @@
               "name": "get_task_log_stats",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 382,
-              "end_line": 391,
+              "start_line": 407,
+              "end_line": 416,
               "tags": {
                 "PURPOSE": "Get statistics about logs for a task.",
                 "PRE": "task_id is a valid task ID.",
@@ -26491,8 +27828,8 @@
               "name": "get_task_log_sources",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 393,
-              "end_line": 402,
+              "start_line": 418,
+              "end_line": 427,
               "tags": {
                 "PURPOSE": "Get unique sources for a task's logs.",
                 "PRE": "task_id is a valid task ID.",
@@ -26512,8 +27849,8 @@
               "name": "_add_log",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 404,
-              "end_line": 454,
+              "start_line": 429,
+              "end_line": 479,
               "tags": {
                 "PURPOSE": "Adds a log entry to a task buffer and notifies subscribers.",
                 "PRE": "Task exists.",
@@ -26532,8 +27869,8 @@
               "name": "subscribe_logs",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 456,
-              "end_line": 469,
+              "start_line": 481,
+              "end_line": 494,
               "tags": {
                 "PURPOSE": "Subscribes to real-time logs for a task.",
                 "PRE": "task_id is a string.",
@@ -26553,8 +27890,8 @@
               "name": "unsubscribe_logs",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 471,
-              "end_line": 484,
+              "start_line": 496,
+              "end_line": 509,
               "tags": {
                 "PURPOSE": "Unsubscribes from real-time logs for a task.",
                 "PRE": "task_id is a string, queue is asyncio.Queue.",
@@ -26573,8 +27910,8 @@
               "name": "load_persisted_tasks",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 486,
-              "end_line": 496,
+              "start_line": 511,
+              "end_line": 521,
               "tags": {
                 "PURPOSE": "Load persisted tasks using persistence service.",
                 "PRE": "None.",
@@ -26592,8 +27929,8 @@
               "name": "await_input",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 498,
-              "end_line": 518,
+              "start_line": 523,
+              "end_line": 543,
               "tags": {
                 "PURPOSE": "Transition a task to AWAITING_INPUT state with input request.",
                 "PRE": "Task exists and is in RUNNING state.",
@@ -26613,8 +27950,8 @@
               "name": "resume_task_with_password",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 520,
-              "end_line": 547,
+              "start_line": 545,
+              "end_line": 572,
               "tags": {
                 "PURPOSE": "Resume a task that is awaiting input with provided passwords.",
                 "PRE": "Task exists and is in AWAITING_INPUT state.",
@@ -26634,8 +27971,8 @@
               "name": "clear_tasks",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 549,
-              "end_line": 593,
+              "start_line": 574,
+              "end_line": 618,
               "tags": {
                 "PURPOSE": "Clears tasks based on status filter (also deletes associated logs).",
                 "PRE": "status is Optional[TaskStatus].",
@@ -26662,8 +27999,8 @@
           "name": "sort_key",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 336,
-          "end_line": 336,
+          "start_line": 361,
+          "end_line": 361,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -26688,7 +28025,7 @@
       "type": "Module",
       "tier": "STANDARD",
       "start_line": 1,
-      "end_line": 127,
+      "end_line": 135,
       "tags": {
         "TIER": "STANDARD",
         "SEMANTICS": "task, models, pydantic, enum, state",
@@ -26743,12 +28080,15 @@
           "type": "Class",
           "tier": "CRITICAL",
           "start_line": 43,
-          "end_line": 55,
+          "end_line": 63,
           "tags": {
             "SEMANTICS": "log, entry, record, pydantic",
             "PURPOSE": "A Pydantic model representing a single, structured log entry associated with a task.",
             "TIER": "CRITICAL",
-            "INVARIANT": "Each log entry has a unique timestamp and source."
+            "INVARIANT": "Each log entry has a unique timestamp and source.",
+            "TEST_CONTRACT": "LogEntryModel ->",
+            "TEST_FIXTURE": "valid_log_entry -> {\"message\": \"Plugin initialized\"}",
+            "TEST_EDGE": "empty_message -> {\"message\": \"\"}"
           },
           "relations": [],
           "children": [],
@@ -26762,8 +28102,8 @@
           "name": "TaskLog",
           "type": "Class",
           "tier": "STANDARD",
-          "start_line": 57,
-          "end_line": 73,
+          "start_line": 65,
+          "end_line": 81,
           "tags": {
             "SEMANTICS": "task, log, persistent, pydantic",
             "PURPOSE": "A Pydantic model representing a persisted log entry from the database.",
@@ -26786,8 +28126,8 @@
           "name": "LogFilter",
           "type": "Class",
           "tier": "STANDARD",
-          "start_line": 75,
-          "end_line": 85,
+          "start_line": 83,
+          "end_line": 93,
           "tags": {
             "SEMANTICS": "log, filter, query, pydantic",
             "PURPOSE": "Filter parameters for querying task logs.",
@@ -26805,8 +28145,8 @@
           "name": "LogStats",
           "type": "Class",
           "tier": "STANDARD",
-          "start_line": 87,
-          "end_line": 95,
+          "start_line": 95,
+          "end_line": 103,
           "tags": {
             "SEMANTICS": "log, stats, aggregation, pydantic",
             "PURPOSE": "Statistics about log entries for a task.",
@@ -26824,8 +28164,8 @@
           "name": "Task",
           "type": "Class",
           "tier": "STANDARD",
-          "start_line": 97,
-          "end_line": 125,
+          "start_line": 105,
+          "end_line": 133,
           "tags": {
             "TIER": "STANDARD",
             "SEMANTICS": "task, job, execution, state, pydantic",
@@ -26837,8 +28177,8 @@
               "name": "__init__",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 115,
-              "end_line": 124,
+              "start_line": 123,
+              "end_line": 132,
               "tags": {
                 "PURPOSE": "Initializes the Task model and validates input_request for AWAITING_INPUT status.",
                 "PRE": "If status is AWAITING_INPUT, input_request must be provided.",
@@ -26992,7 +28332,7 @@
       "type": "Module",
       "tier": "CRITICAL",
       "start_line": 1,
-      "end_line": 123,
+      "end_line": 137,
       "tags": {
         "SEMANTICS": "task, context, plugin, execution, logger",
         "PURPOSE": "Provides execution context passed to plugins during task execution.",
@@ -27012,13 +28352,17 @@
           "type": "Class",
           "tier": "CRITICAL",
           "start_line": 16,
-          "end_line": 121,
+          "end_line": 135,
           "tags": {
             "SEMANTICS": "context, task, execution, plugin",
             "PURPOSE": "A container passed to plugin.execute() providing the logger and other task-specific utilities.",
             "TIER": "CRITICAL",
             "INVARIANT": "logger is always a valid TaskLogger instance.",
-            "UX_STATE": "Idle -> Active -> Complete"
+            "UX_STATE": "Idle -> Active -> Complete",
+            "TEST_CONTRACT": "TaskContextInit ->",
+            "TEST_FIXTURE": "valid_context -> {\"task_id\": \"123\", \"add_log_fn\": lambda *args: None, \"params\": {\"k\": \"v\"}, \"default_source\": \"plugin\"}",
+            "TEST_EDGE": "missing_add_log_fn -> raises TypeError",
+            "TEST_INVARIANT": "logger_initialized -> verifies: [valid_context]"
           },
           "relations": [],
           "children": [
@@ -27026,8 +28370,8 @@
               "name": "__init__",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 34,
-              "end_line": 57,
+              "start_line": 48,
+              "end_line": 71,
               "tags": {
                 "PURPOSE": "Initialize the TaskContext with task-specific resources.",
                 "PRE": "task_id is a valid task identifier, add_log_fn is callable.",
@@ -27046,8 +28390,8 @@
               "name": "task_id",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 59,
-              "end_line": 68,
+              "start_line": 73,
+              "end_line": 82,
               "tags": {
                 "PURPOSE": "Get the task ID.",
                 "PRE": "TaskContext must be initialized.",
@@ -27066,8 +28410,8 @@
               "name": "logger",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 70,
-              "end_line": 79,
+              "start_line": 84,
+              "end_line": 93,
               "tags": {
                 "PURPOSE": "Get the TaskLogger instance for this context.",
                 "PRE": "TaskContext must be initialized.",
@@ -27086,8 +28430,8 @@
               "name": "params",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 81,
-              "end_line": 90,
+              "start_line": 95,
+              "end_line": 104,
               "tags": {
                 "PURPOSE": "Get the task parameters.",
                 "PRE": "TaskContext must be initialized.",
@@ -27106,8 +28450,8 @@
               "name": "get_param",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 92,
-              "end_line": 102,
+              "start_line": 106,
+              "end_line": 116,
               "tags": {
                 "PURPOSE": "Get a specific parameter value with optional default.",
                 "PRE": "TaskContext must be initialized.",
@@ -27127,8 +28471,8 @@
               "name": "create_sub_context",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 104,
-              "end_line": 119,
+              "start_line": 118,
+              "end_line": 133,
               "tags": {
                 "PURPOSE": "Create a sub-context with a different default source.",
                 "PRE": "source is a non-empty string.",
@@ -27155,8 +28499,8 @@
           "name": "execute",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 27,
-          "end_line": 27,
+          "start_line": 41,
+          "end_line": 41,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -27366,12 +28710,37 @@
         "score": 1.0
       }
     },
+    {
+      "name": "_is_valid_runtime_api_key",
+      "type": "Function",
+      "tier": "STANDARD",
+      "start_line": 23,
+      "end_line": 34,
+      "tags": {
+        "PURPOSE": "Validate decrypted runtime API key presence/shape.",
+        "PRE": "value can be None.",
+        "POST": "Returns True only for non-placeholder key."
+      },
+      "relations": [],
+      "children": [],
+      "compliance": {
+        "valid": true,
+        "issues": [
+          {
+            "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
+            "severity": "WARNING",
+            "line_number": 23
+          }
+        ],
+        "score": 0.85
+      }
+    },
     {
       "name": "get_providers",
       "type": "Function",
       "tier": "STANDARD",
-      "start_line": 22,
-      "end_line": 48,
+      "start_line": 36,
+      "end_line": 62,
       "tags": {
         "PURPOSE": "Retrieve all LLM provider configurations.",
         "PRE": "User is authenticated.",
@@ -27385,7 +28754,32 @@
           {
             "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
             "severity": "WARNING",
-            "line_number": 22
+            "line_number": 36
+          }
+        ],
+        "score": 0.85
+      }
+    },
+    {
+      "name": "get_llm_status",
+      "type": "Function",
+      "tier": "STANDARD",
+      "start_line": 65,
+      "end_line": 93,
+      "tags": {
+        "PURPOSE": "Returns whether LLM runtime is configured for dashboard validation.",
+        "PRE": "User is authenticated.",
+        "POST": "configured=true only when an active provider with valid decrypted key exists."
+      },
+      "relations": [],
+      "children": [],
+      "compliance": {
+        "valid": true,
+        "issues": [
+          {
+            "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
+            "severity": "WARNING",
+            "line_number": 65
           }
         ],
         "score": 0.85
@@ -27395,8 +28789,8 @@
       "name": "create_provider",
       "type": "Function",
       "tier": "STANDARD",
-      "start_line": 50,
-      "end_line": 74,
+      "start_line": 95,
+      "end_line": 119,
       "tags": {
         "PURPOSE": "Create a new LLM provider configuration.",
         "PRE": "User is authenticated and has admin permissions.",
@@ -27410,7 +28804,7 @@
           {
             "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
             "severity": "WARNING",
-            "line_number": 50
+            "line_number": 95
           }
         ],
         "score": 0.85
@@ -27420,8 +28814,8 @@
       "name": "update_provider",
       "type": "Function",
       "tier": "STANDARD",
-      "start_line": 76,
-      "end_line": 104,
+      "start_line": 121,
+      "end_line": 149,
       "tags": {
         "PURPOSE": "Update an existing LLM provider configuration.",
         "PRE": "User is authenticated and has admin permissions.",
@@ -27435,7 +28829,7 @@
           {
             "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
             "severity": "WARNING",
-            "line_number": 76
+            "line_number": 121
           }
         ],
         "score": 0.85
@@ -27445,8 +28839,8 @@
       "name": "delete_provider",
       "type": "Function",
       "tier": "STANDARD",
-      "start_line": 106,
-      "end_line": 123,
+      "start_line": 151,
+      "end_line": 168,
       "tags": {
         "PURPOSE": "Delete an LLM provider configuration.",
         "PRE": "User is authenticated and has admin permissions.",
@@ -27460,7 +28854,7 @@
           {
             "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
             "severity": "WARNING",
-            "line_number": 106
+            "line_number": 151
           }
         ],
         "score": 0.85
@@ -27470,8 +28864,8 @@
       "name": "test_connection",
       "type": "Function",
       "tier": "STANDARD",
-      "start_line": 125,
-      "end_line": 168,
+      "start_line": 170,
+      "end_line": 213,
       "tags": {
         "PURPOSE": "Test connection to an LLM provider.",
         "PRE": "User is authenticated.",
@@ -27485,7 +28879,7 @@
           {
             "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
             "severity": "WARNING",
-            "line_number": 125
+            "line_number": 170
           }
         ],
         "score": 0.85
@@ -27495,8 +28889,8 @@
       "name": "test_provider_config",
       "type": "Function",
       "tier": "STANDARD",
-      "start_line": 170,
-      "end_line": 205,
+      "start_line": 215,
+      "end_line": 250,
       "tags": {
         "PURPOSE": "Test connection with a provided configuration (not yet saved).",
         "PRE": "User is authenticated.",
@@ -27510,7 +28904,7 @@
           {
             "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
             "severity": "WARNING",
-            "line_number": 170
+            "line_number": 215
           }
         ],
         "score": 0.85
@@ -28390,7 +29784,7 @@
       "type": "Module",
       "tier": "STANDARD",
       "start_line": 1,
-      "end_line": 136,
+      "end_line": 138,
       "tags": {
         "TIER": "STANDARD",
         "SEMANTICS": "api, environments, superset, databases",
@@ -28429,7 +29823,7 @@
           "type": "DataClass",
           "tier": "STANDARD",
           "start_line": 29,
-          "end_line": 35,
+          "end_line": 36,
           "tags": {},
           "relations": [],
           "children": [],
@@ -28443,8 +29837,8 @@
           "name": "DatabaseResponse",
           "type": "DataClass",
           "tier": "STANDARD",
-          "start_line": 37,
-          "end_line": 42,
+          "start_line": 38,
+          "end_line": 43,
           "tags": {},
           "relations": [],
           "children": [],
@@ -28458,8 +29852,8 @@
           "name": "get_environments",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 44,
-          "end_line": 72,
+          "start_line": 45,
+          "end_line": 74,
           "tags": {
             "PURPOSE": "List all configured environments.",
             "LAYER": "API",
@@ -28480,8 +29874,8 @@
           "name": "update_environment_schedule",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 74,
-          "end_line": 106,
+          "start_line": 76,
+          "end_line": 108,
           "tags": {
             "PURPOSE": "Update backup schedule for an environment.",
             "LAYER": "API",
@@ -28502,8 +29896,8 @@
           "name": "get_environment_databases",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 108,
-          "end_line": 134,
+          "start_line": 110,
+          "end_line": 136,
           "tags": {
             "PURPOSE": "Fetch the list of databases from a specific environment.",
             "LAYER": "API",
@@ -30097,7 +31491,7 @@
       "type": "Module",
       "tier": "STANDARD",
       "start_line": 1,
-      "end_line": 1850,
+      "end_line": 2015,
       "tags": {
         "TIER": "STANDARD",
         "SEMANTICS": "api, assistant, chat, command, confirmation",
@@ -30767,11 +32161,101 @@
           }
         },
         {
-          "name": "_parse_command",
+          "name": "_get_environment_name_by_id",
           "type": "Function",
           "tier": "STANDARD",
           "start_line": 582,
-          "end_line": 754,
+          "end_line": 591,
+          "tags": {
+            "PURPOSE": "Resolve human-readable environment name by id.",
+            "PRE": "environment id may be None.",
+            "POST": "Returns matching environment name or fallback id."
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [
+              {
+                "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 582
+              },
+              {
+                "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 582
+              }
+            ],
+            "score": 0.7
+          }
+        },
+        {
+          "name": "_extract_result_deep_links",
+          "type": "Function",
+          "tier": "STANDARD",
+          "start_line": 594,
+          "end_line": 647,
+          "tags": {
+            "PURPOSE": "Build deep-link actions to verify task result from assistant chat.",
+            "PRE": "task object is available.",
+            "POST": "Returns zero or more assistant actions for dashboard open/diff."
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [
+              {
+                "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 594
+              },
+              {
+                "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 594
+              }
+            ],
+            "score": 0.7
+          }
+        },
+        {
+          "name": "_build_task_observability_summary",
+          "type": "Function",
+          "tier": "STANDARD",
+          "start_line": 650,
+          "end_line": 710,
+          "tags": {
+            "PURPOSE": "Build compact textual summary for completed tasks to reduce \"black box\" effect.",
+            "PRE": "task may contain plugin-specific result payload.",
+            "POST": "Returns non-empty summary line for known task types or empty string fallback."
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [
+              {
+                "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 650
+              },
+              {
+                "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 650
+              }
+            ],
+            "score": 0.7
+          }
+        },
+        {
+          "name": "_parse_command",
+          "type": "Function",
+          "tier": "STANDARD",
+          "start_line": 713,
+          "end_line": 885,
           "tags": {
             "PURPOSE": "Deterministically parse RU/EN command text into intent payload.",
             "PRE": "message contains raw user text and config manager resolves environments.",
@@ -30785,12 +32269,12 @@
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 582
+                "line_number": 713
               },
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 582
+                "line_number": 713
               }
             ],
             "score": 0.7
@@ -30800,8 +32284,8 @@
           "name": "_check_any_permission",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 757,
-          "end_line": 771,
+          "start_line": 888,
+          "end_line": 902,
           "tags": {
             "PURPOSE": "Validate user against alternative permission checks (logical OR).",
             "PRE": "checks list contains resource-action tuples.",
@@ -30815,12 +32299,12 @@
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 757
+                "line_number": 888
               },
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 757
+                "line_number": 888
               }
             ],
             "score": 0.7
@@ -30830,8 +32314,8 @@
           "name": "_has_any_permission",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 774,
-          "end_line": 784,
+          "start_line": 905,
+          "end_line": 915,
           "tags": {
             "PURPOSE": "Check whether user has at least one permission tuple from the provided list.",
             "PRE": "current_user and checks list are valid.",
@@ -30845,12 +32329,12 @@
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 774
+                "line_number": 905
               },
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 774
+                "line_number": 905
               }
             ],
             "score": 0.7
@@ -30860,8 +32344,8 @@
           "name": "_build_tool_catalog",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 787,
-          "end_line": 898,
+          "start_line": 918,
+          "end_line": 1029,
           "tags": {
             "PURPOSE": "Build current-user tool catalog for LLM planner with operation contracts and defaults.",
             "PRE": "current_user is authenticated; config/db are available.",
@@ -30875,12 +32359,12 @@
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 787
+                "line_number": 918
               },
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 787
+                "line_number": 918
               }
             ],
             "score": 0.7
@@ -30890,8 +32374,8 @@
           "name": "_coerce_intent_entities",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 901,
-          "end_line": 918,
+          "start_line": 1032,
+          "end_line": 1049,
           "tags": {
             "PURPOSE": "Normalize intent entity value types from LLM output to route-compatible values.",
             "PRE": "intent contains entities dict or missing entities.",
@@ -30905,12 +32389,12 @@
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 901
+                "line_number": 1032
               },
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 901
+                "line_number": 1032
               }
             ],
             "score": 0.7
@@ -30920,8 +32404,8 @@
           "name": "_confirmation_summary",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 925,
-          "end_line": 958,
+          "start_line": 1056,
+          "end_line": 1089,
           "tags": {
             "PURPOSE": "Build human-readable confirmation prompt for an intent before execution.",
             "PRE": "intent contains operation and entities fields.",
@@ -30935,12 +32419,12 @@
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 925
+                "line_number": 1056
               },
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 925
+                "line_number": 1056
               }
             ],
             "score": 0.7
@@ -30950,8 +32434,8 @@
           "name": "_clarification_text_for_intent",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 961,
-          "end_line": 981,
+          "start_line": 1092,
+          "end_line": 1112,
           "tags": {
             "PURPOSE": "Convert technical missing-parameter errors into user-facing clarification prompts.",
             "PRE": "state was classified as needs_clarification for current intent/error combination.",
@@ -30965,12 +32449,12 @@
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 961
+                "line_number": 1092
               },
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 961
+                "line_number": 1092
               }
             ],
             "score": 0.7
@@ -30980,8 +32464,8 @@
           "name": "_plan_intent_with_llm",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 984,
-          "end_line": 1090,
+          "start_line": 1115,
+          "end_line": 1221,
           "tags": {
             "PURPOSE": "Use active LLM provider to select best tool/operation from dynamic catalog.",
             "PRE": "tools list contains allowed operations for current user.",
@@ -30995,12 +32479,12 @@
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 984
+                "line_number": 1115
               },
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 984
+                "line_number": 1115
               }
             ],
             "score": 0.7
@@ -31010,8 +32494,8 @@
           "name": "_authorize_intent",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 1093,
-          "end_line": 1101,
+          "start_line": 1224,
+          "end_line": 1232,
           "tags": {
             "PURPOSE": "Validate user permissions for parsed intent before confirmation/dispatch.",
             "PRE": "intent.operation is present for known assistant command domains.",
@@ -31025,12 +32509,12 @@
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 1093
+                "line_number": 1224
               },
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 1093
+                "line_number": 1224
               }
             ],
             "score": 0.7
@@ -31040,8 +32524,8 @@
           "name": "_dispatch_intent",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 1104,
-          "end_line": 1351,
+          "start_line": 1235,
+          "end_line": 1516,
           "tags": {
             "PURPOSE": "Execute parsed assistant intent via existing task/plugin/git services.",
             "PRE": "intent operation is known and actor permissions are validated per operation.",
@@ -31055,12 +32539,12 @@
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 1104
+                "line_number": 1235
               },
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 1104
+                "line_number": 1235
               }
             ],
             "score": 0.7
@@ -31070,8 +32554,8 @@
           "name": "send_message",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 1355,
-          "end_line": 1520,
+          "start_line": 1520,
+          "end_line": 1685,
           "tags": {
             "PURPOSE": "Parse assistant command, enforce safety gates, and dispatch executable intent.",
             "PRE": "Authenticated user is available and message text is non-empty.",
@@ -31090,8 +32574,8 @@
           "name": "confirm_operation",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 1524,
-          "end_line": 1586,
+          "start_line": 1689,
+          "end_line": 1751,
           "tags": {
             "PURPOSE": "Execute previously requested risky operation after explicit user confirmation.",
             "PRE": "confirmation_id exists, belongs to current user, is pending, and not expired.",
@@ -31110,8 +32594,8 @@
           "name": "cancel_operation",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 1590,
-          "end_line": 1643,
+          "start_line": 1755,
+          "end_line": 1808,
           "tags": {
             "PURPOSE": "Cancel pending risky operation and mark confirmation token as cancelled.",
             "PRE": "confirmation_id exists, belongs to current user, and is still pending.",
@@ -31130,8 +32614,8 @@
           "name": "list_conversations",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 1646,
-          "end_line": 1730,
+          "start_line": 1811,
+          "end_line": 1895,
           "tags": {
             "PURPOSE": "Return paginated conversation list for current user with archived flag and last message preview.",
             "PRE": "Authenticated user context and valid pagination params.",
@@ -31150,8 +32634,8 @@
           "name": "get_history",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 1734,
-          "end_line": 1805,
+          "start_line": 1899,
+          "end_line": 1970,
           "tags": {
             "PURPOSE": "Retrieve paginated assistant conversation history for current user.",
             "PRE": "Authenticated user is available and page params are valid.",
@@ -31170,8 +32654,8 @@
           "name": "get_assistant_audit",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 1809,
-          "end_line": 1848,
+          "start_line": 1974,
+          "end_line": 2013,
           "tags": {
             "PURPOSE": "Return assistant audit decisions for current user from persistent and in-memory stores.",
             "PRE": "User has tasks:READ permission.",
@@ -31190,8 +32674,8 @@
           "name": "_label",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 945,
-          "end_line": 945,
+          "start_line": 1076,
+          "end_line": 1076,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -31216,7 +32700,7 @@
       "type": "Module",
       "tier": "STANDARD",
       "start_line": 1,
-      "end_line": 147,
+      "end_line": 189,
       "tags": {
         "TIER": "STANDARD",
         "SEMANTICS": "storage, files, upload, download, backup, repository",
@@ -31336,6 +32820,36 @@
             "issues": [],
             "score": 1.0
           }
+        },
+        {
+          "name": "get_file_by_path",
+          "type": "Function",
+          "tier": "STANDARD",
+          "start_line": 147,
+          "end_line": 187,
+          "tags": {
+            "PURPOSE": "Retrieve a file by validated absolute/relative path under storage root.",
+            "PRE": "path must resolve under configured storage root.",
+            "POST": "Returns a FileResponse for existing files.",
+            "PARAM": "path (str) - Absolute or storage-root-relative file path.",
+            "RETURN": "FileResponse - The file content."
+          },
+          "relations": [
+            {
+              "type": "CALLS",
+              "target": "StoragePlugin.get_storage_root"
+            },
+            {
+              "type": "CALLS",
+              "target": "StoragePlugin.validate_path"
+            }
+          ],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
         }
       ],
       "compliance": {
@@ -31349,7 +32863,7 @@
       "type": "Module",
       "tier": "CRITICAL",
       "start_line": 1,
-      "end_line": 132,
+      "end_line": 146,
       "tags": {
         "TIER": "CRITICAL",
         "SEMANTICS": "api, reports, list, detail, pagination, filters",
@@ -31394,11 +32908,15 @@
           "type": "Function",
           "tier": "STANDARD",
           "start_line": 60,
-          "end_line": 108,
+          "end_line": 122,
           "tags": {
             "PURPOSE": "Return paginated unified reports list.",
             "PRE": "authenticated/authorized request and validated query params.",
-            "POST": "deterministic error payload for invalid filters."
+            "POST": "deterministic error payload for invalid filters.",
+            "TEST_CONTRACT": "ListReportsApi ->",
+            "TEST_FIXTURE": "valid_list_request -> {\"page\": 1, \"page_size\": 20}",
+            "TEST_EDGE": "malformed_query -> raises HTTPException(400)",
+            "TEST_INVARIANT": "consistent_list_payload -> verifies: [valid_list_request]"
           },
           "relations": [],
           "children": [],
@@ -31412,8 +32930,8 @@
           "name": "get_report_detail",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 111,
-          "end_line": 130,
+          "start_line": 125,
+          "end_line": 144,
           "tags": {
             "PURPOSE": "Return one normalized report detail with diagnostics and next actions.",
             "PRE": "authenticated/authorized request and existing report_id.",
@@ -31695,15 +33213,19 @@
     {
       "name": "backend.src.api.routes.dashboards",
       "type": "Module",
-      "tier": "STANDARD",
+      "tier": "CRITICAL",
       "start_line": 1,
-      "end_line": 398,
+      "end_line": 638,
       "tags": {
-        "TIER": "STANDARD",
+        "TIER": "CRITICAL",
         "SEMANTICS": "api, dashboards, resources, hub",
         "PURPOSE": "API endpoints for the Dashboard Hub - listing dashboards with Git and task status",
         "LAYER": "API",
-        "INVARIANT": "All dashboard responses include git_status and last_task metadata"
+        "INVARIANT": "All dashboard responses include git_status and last_task metadata",
+        "TEST_CONTRACT": "DashboardsAPI -> {",
+        "TEST_FIXTURE": "dashboard_list_happy -> {",
+        "TEST_EDGE": "external_superset_failure -> {\"env_id\": \"bad_conn\", \"status\": 503}",
+        "TEST_INVARIANT": "metadata_consistency -> verifies: [dashboard_list_happy, empty_dashboards]"
       },
       "relations": [
         {
@@ -31724,8 +33246,8 @@
           "name": "GitStatus",
           "type": "DataClass",
           "tier": "STANDARD",
-          "start_line": 24,
-          "end_line": 30,
+          "start_line": 49,
+          "end_line": 55,
           "tags": {},
           "relations": [],
           "children": [],
@@ -31739,8 +33261,8 @@
           "name": "LastTask",
           "type": "DataClass",
           "tier": "STANDARD",
-          "start_line": 32,
-          "end_line": 36,
+          "start_line": 57,
+          "end_line": 61,
           "tags": {},
           "relations": [],
           "children": [],
@@ -31754,8 +33276,8 @@
           "name": "DashboardItem",
           "type": "DataClass",
           "tier": "STANDARD",
-          "start_line": 38,
-          "end_line": 47,
+          "start_line": 63,
+          "end_line": 72,
           "tags": {},
           "relations": [],
           "children": [],
@@ -31769,8 +33291,8 @@
           "name": "DashboardsResponse",
           "type": "DataClass",
           "tier": "STANDARD",
-          "start_line": 49,
-          "end_line": 56,
+          "start_line": 74,
+          "end_line": 81,
           "tags": {},
           "relations": [],
           "children": [],
@@ -31784,8 +33306,8 @@
           "name": "DashboardChartItem",
           "type": "DataClass",
           "tier": "STANDARD",
-          "start_line": 58,
-          "end_line": 66,
+          "start_line": 83,
+          "end_line": 91,
           "tags": {},
           "relations": [],
           "children": [],
@@ -31799,8 +33321,8 @@
           "name": "DashboardDatasetItem",
           "type": "DataClass",
           "tier": "STANDARD",
-          "start_line": 68,
-          "end_line": 76,
+          "start_line": 93,
+          "end_line": 101,
           "tags": {},
           "relations": [],
           "children": [],
@@ -31814,8 +33336,38 @@
           "name": "DashboardDetailResponse",
           "type": "DataClass",
           "tier": "STANDARD",
-          "start_line": 78,
-          "end_line": 91,
+          "start_line": 103,
+          "end_line": 116,
+          "tags": {},
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "DashboardTaskHistoryItem",
+          "type": "DataClass",
+          "tier": "STANDARD",
+          "start_line": 118,
+          "end_line": 128,
+          "tags": {},
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "DashboardTaskHistoryResponse",
+          "type": "DataClass",
+          "tier": "STANDARD",
+          "start_line": 130,
+          "end_line": 134,
           "tags": {},
           "relations": [],
           "children": [],
@@ -31829,8 +33381,8 @@
           "name": "DatabaseMapping",
           "type": "DataClass",
           "tier": "STANDARD",
-          "start_line": 93,
-          "end_line": 100,
+          "start_line": 136,
+          "end_line": 143,
           "tags": {},
           "relations": [],
           "children": [],
@@ -31844,8 +33396,8 @@
           "name": "DatabaseMappingsResponse",
           "type": "DataClass",
           "tier": "STANDARD",
-          "start_line": 102,
-          "end_line": 105,
+          "start_line": 145,
+          "end_line": 148,
           "tags": {},
           "relations": [],
           "children": [],
@@ -31859,8 +33411,8 @@
           "name": "get_dashboards",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 107,
-          "end_line": 185,
+          "start_line": 150,
+          "end_line": 228,
           "tags": {
             "PURPOSE": "Fetch list of dashboards from a specific environment with Git status and last task status",
             "PRE": "page_size must be between 1 and 100 if provided",
@@ -31885,8 +33437,8 @@
           "name": "get_database_mappings",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 187,
-          "end_line": 227,
+          "start_line": 230,
+          "end_line": 283,
           "tags": {
             "PURPOSE": "Get database mapping suggestions between source and target environments",
             "PRE": "source_env_id and target_env_id are valid environment IDs",
@@ -31911,8 +33463,8 @@
           "name": "get_dashboard_detail",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 229,
-          "end_line": 260,
+          "start_line": 285,
+          "end_line": 316,
           "tags": {
             "PURPOSE": "Fetch detailed dashboard info with related charts and datasets",
             "PRE": "env_id must be valid and dashboard_id must exist",
@@ -31931,12 +33483,80 @@
             "score": 1.0
           }
         },
+        {
+          "name": "_task_matches_dashboard",
+          "type": "Function",
+          "tier": "STANDARD",
+          "start_line": 319,
+          "end_line": 349,
+          "tags": {
+            "PURPOSE": "Checks whether task params are tied to a specific dashboard and environment.",
+            "PRE": "task-like object exposes plugin_id and params fields.",
+            "POST": "Returns True only for supported task plugins tied to dashboard_id (+optional env_id)."
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [
+              {
+                "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 319
+              },
+              {
+                "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 319
+              }
+            ],
+            "score": 0.7
+          }
+        },
+        {
+          "name": "get_dashboard_tasks_history",
+          "type": "Function",
+          "tier": "STANDARD",
+          "start_line": 352,
+          "end_line": 409,
+          "tags": {
+            "PURPOSE": "Returns history of backup and LLM validation tasks for a dashboard.",
+            "PRE": "dashboard_id is valid integer.",
+            "POST": "Response contains sorted task history (newest first)."
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "get_dashboard_thumbnail",
+          "type": "Function",
+          "tier": "STANDARD",
+          "start_line": 412,
+          "end_line": 500,
+          "tags": {
+            "PURPOSE": "Proxies Superset dashboard thumbnail with cache support.",
+            "PRE": "env_id must exist.",
+            "POST": "Returns image bytes or 202 when thumbnail is being prepared by Superset."
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
         {
           "name": "MigrateRequest",
           "type": "DataClass",
           "tier": "STANDARD",
-          "start_line": 262,
-          "end_line": 269,
+          "start_line": 502,
+          "end_line": 509,
           "tags": {},
           "relations": [],
           "children": [],
@@ -31950,8 +33570,8 @@
           "name": "TaskResponse",
           "type": "DataClass",
           "tier": "STANDARD",
-          "start_line": 271,
-          "end_line": 274,
+          "start_line": 511,
+          "end_line": 514,
           "tags": {},
           "relations": [],
           "children": [],
@@ -31965,8 +33585,8 @@
           "name": "migrate_dashboards",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 276,
-          "end_line": 334,
+          "start_line": 516,
+          "end_line": 574,
           "tags": {
             "PURPOSE": "Trigger bulk migration of dashboards from source to target environment",
             "PRE": "dashboard_ids is a non-empty list",
@@ -31995,8 +33615,8 @@
           "name": "BackupRequest",
           "type": "DataClass",
           "tier": "STANDARD",
-          "start_line": 336,
-          "end_line": 341,
+          "start_line": 576,
+          "end_line": 581,
           "tags": {},
           "relations": [],
           "children": [],
@@ -32010,8 +33630,8 @@
           "name": "backup_dashboards",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 343,
-          "end_line": 396,
+          "start_line": 583,
+          "end_line": 636,
           "tags": {
             "PURPOSE": "Trigger bulk backup of dashboards with optional cron schedule",
             "PRE": "dashboard_ids is a non-empty list",
@@ -32035,6 +33655,24 @@
             "issues": [],
             "score": 1.0
           }
+        },
+        {
+          "name": "_sort_key",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 370,
+          "end_line": 370,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
         }
       ],
       "compliance": {
@@ -32048,7 +33686,7 @@
       "type": "Module",
       "tier": "STANDARD",
       "start_line": 1,
-      "end_line": 357,
+      "end_line": 498,
       "tags": {
         "TIER": "STANDARD",
         "PURPOSE": "Unit tests for Dashboards API endpoints",
@@ -32065,12 +33703,13 @@
           "name": "test_get_dashboards_success",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 16,
-          "end_line": 61,
+          "start_line": 52,
+          "end_line": 87,
           "tags": {
             "TEST": "GET /api/dashboards returns 200 and valid schema",
             "PRE": "env_id exists",
-            "POST": "Response matches DashboardsResponse schema"
+            "POST": "Response matches DashboardsResponse schema",
+            "TEST_FIXTURE": "dashboard_list_happy -> {\"id\": 1, \"title\": \"Main Revenue\"}"
           },
           "relations": [],
           "children": [],
@@ -32080,22 +33719,22 @@
               {
                 "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 16
+                "line_number": 52
               },
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 16
+                "line_number": 52
               },
               {
                 "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 16
+                "line_number": 52
               },
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 16
+                "line_number": 52
               }
             ],
             "score": 0.30000000000000004
@@ -32105,12 +33744,12 @@
           "name": "test_get_dashboards_with_search",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 64,
-          "end_line": 99,
+          "start_line": 90,
+          "end_line": 118,
           "tags": {
             "TEST": "GET /api/dashboards filters by search term",
             "PRE": "search parameter provided",
-            "POST": "Only matching dashboards returned"
+            "POST": "Filtered result count must match search"
           },
           "relations": [],
           "children": [],
@@ -32120,33 +33759,149 @@
               {
                 "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 64
+                "line_number": 90
               },
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 64
+                "line_number": 90
               },
               {
                 "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 64
+                "line_number": 90
               },
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 64
+                "line_number": 90
               }
             ],
             "score": 0.30000000000000004
           }
         },
+        {
+          "name": "test_get_dashboards_empty",
+          "type": "Function",
+          "tier": "STANDARD",
+          "start_line": 121,
+          "end_line": 138,
+          "tags": {
+            "TEST_EDGE": "empty_dashboards -> {env_id: 'empty_env', expected_total: 0}"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [
+              {
+                "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 121
+              },
+              {
+                "message": "Missing Mandatory Tag: @PRE (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 121
+              },
+              {
+                "message": "Missing Mandatory Tag: @POST (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 121
+              },
+              {
+                "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 121
+              },
+              {
+                "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 121
+              },
+              {
+                "message": "Missing Mandatory Tag: @PRE (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 121
+              },
+              {
+                "message": "Missing Mandatory Tag: @POST (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 121
+              },
+              {
+                "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 121
+              }
+            ],
+            "score": 0.0
+          }
+        },
+        {
+          "name": "test_get_dashboards_superset_failure",
+          "type": "Function",
+          "tier": "STANDARD",
+          "start_line": 141,
+          "end_line": 156,
+          "tags": {
+            "TEST_EDGE": "external_superset_failure -> {env_id: 'bad_conn', status: 503}"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [
+              {
+                "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 141
+              },
+              {
+                "message": "Missing Mandatory Tag: @PRE (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 141
+              },
+              {
+                "message": "Missing Mandatory Tag: @POST (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 141
+              },
+              {
+                "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 141
+              },
+              {
+                "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 141
+              },
+              {
+                "message": "Missing Mandatory Tag: @PRE (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 141
+              },
+              {
+                "message": "Missing Mandatory Tag: @POST (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 141
+              },
+              {
+                "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 141
+              }
+            ],
+            "score": 0.0
+          }
+        },
         {
           "name": "test_get_dashboards_env_not_found",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 102,
-          "end_line": 119,
+          "start_line": 159,
+          "end_line": 171,
           "tags": {
             "TEST": "GET /api/dashboards returns 404 if env_id missing",
             "PRE": "env_id does not exist",
@@ -32160,22 +33915,22 @@
               {
                 "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 102
+                "line_number": 159
               },
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 102
+                "line_number": 159
               },
               {
                 "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 102
+                "line_number": 159
               },
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 102
+                "line_number": 159
               }
             ],
             "score": 0.30000000000000004
@@ -32185,8 +33940,8 @@
           "name": "test_get_dashboards_invalid_pagination",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 122,
-          "end_line": 146,
+          "start_line": 174,
+          "end_line": 191,
           "tags": {
             "TEST": "GET /api/dashboards returns 400 for invalid page/page_size",
             "PRE": "page < 1 or page_size > 100",
@@ -32200,22 +33955,22 @@
               {
                 "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 122
+                "line_number": 174
               },
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 122
+                "line_number": 174
               },
               {
                 "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 122
+                "line_number": 174
               },
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 122
+                "line_number": 174
               }
             ],
             "score": 0.30000000000000004
@@ -32225,8 +33980,8 @@
           "name": "test_get_dashboard_detail_success",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 149,
-          "end_line": 202,
+          "start_line": 194,
+          "end_line": 243,
           "tags": {
             "TEST": "GET /api/dashboards/{id} returns dashboard detail with charts and datasets"
           },
@@ -32238,42 +33993,42 @@
               {
                 "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 149
+                "line_number": 194
               },
               {
                 "message": "Missing Mandatory Tag: @PRE (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 149
+                "line_number": 194
               },
               {
                 "message": "Missing Mandatory Tag: @POST (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 149
+                "line_number": 194
               },
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 149
+                "line_number": 194
               },
               {
                 "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 149
+                "line_number": 194
               },
               {
                 "message": "Missing Mandatory Tag: @PRE (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 149
+                "line_number": 194
               },
               {
                 "message": "Missing Mandatory Tag: @POST (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 149
+                "line_number": 194
               },
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 149
+                "line_number": 194
               }
             ],
             "score": 0.0
@@ -32283,8 +34038,8 @@
           "name": "test_get_dashboard_detail_env_not_found",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 205,
-          "end_line": 217,
+          "start_line": 246,
+          "end_line": 255,
           "tags": {
             "TEST": "GET /api/dashboards/{id} returns 404 for missing environment"
           },
@@ -32296,42 +34051,42 @@
               {
                 "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 205
+                "line_number": 246
               },
               {
                 "message": "Missing Mandatory Tag: @PRE (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 205
+                "line_number": 246
               },
               {
                 "message": "Missing Mandatory Tag: @POST (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 205
+                "line_number": 246
               },
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 205
+                "line_number": 246
               },
               {
                 "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 205
+                "line_number": 246
               },
               {
                 "message": "Missing Mandatory Tag: @PRE (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 205
+                "line_number": 246
               },
               {
                 "message": "Missing Mandatory Tag: @POST (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 205
+                "line_number": 246
               },
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 205
+                "line_number": 246
               }
             ],
             "score": 0.0
@@ -32341,12 +34096,12 @@
           "name": "test_migrate_dashboards_success",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 220,
-          "end_line": 259,
+          "start_line": 258,
+          "end_line": 290,
           "tags": {
             "TEST": "POST /api/dashboards/migrate creates migration task",
             "PRE": "Valid source_env_id, target_env_id, dashboard_ids",
-            "POST": "Returns task_id"
+            "POST": "Returns task_id and create_task was called"
           },
           "relations": [],
           "children": [],
@@ -32356,22 +34111,22 @@
               {
                 "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 220
+                "line_number": 258
               },
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 220
+                "line_number": 258
               },
               {
                 "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 220
+                "line_number": 258
               },
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 220
+                "line_number": 258
               }
             ],
             "score": 0.30000000000000004
@@ -32381,8 +34136,8 @@
           "name": "test_migrate_dashboards_no_ids",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 262,
-          "end_line": 283,
+          "start_line": 293,
+          "end_line": 311,
           "tags": {
             "TEST": "POST /api/dashboards/migrate returns 400 for empty dashboard_ids",
             "PRE": "dashboard_ids is empty",
@@ -32396,37 +34151,35 @@
               {
                 "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 262
+                "line_number": 293
               },
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 262
+                "line_number": 293
               },
               {
                 "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 262
+                "line_number": 293
               },
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 262
+                "line_number": 293
               }
             ],
             "score": 0.30000000000000004
           }
         },
         {
-          "name": "test_backup_dashboards_success",
+          "name": "test_migrate_dashboards_env_not_found",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 286,
-          "end_line": 322,
+          "start_line": 314,
+          "end_line": 329,
           "tags": {
-            "TEST": "POST /api/dashboards/backup creates backup task",
-            "PRE": "Valid env_id, dashboard_ids",
-            "POST": "Returns task_id"
+            "PRE": "source_env_id and target_env_id are valid environment IDs"
           },
           "relations": [],
           "children": [],
@@ -32436,33 +34189,131 @@
               {
                 "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 286
+                "line_number": 314
+              },
+              {
+                "message": "Missing Mandatory Tag: @POST (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 314
               },
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 286
+                "line_number": 314
               },
               {
                 "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 286
+                "line_number": 314
+              },
+              {
+                "message": "Missing Mandatory Tag: @POST (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 314
               },
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 286
+                "line_number": 314
+              }
+            ],
+            "score": 0.0
+          }
+        },
+        {
+          "name": "test_backup_dashboards_success",
+          "type": "Function",
+          "tier": "STANDARD",
+          "start_line": 332,
+          "end_line": 361,
+          "tags": {
+            "TEST": "POST /api/dashboards/backup creates backup task",
+            "PRE": "Valid env_id, dashboard_ids",
+            "POST": "Returns task_id and create_task was called"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [
+              {
+                "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 332
+              },
+              {
+                "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 332
+              },
+              {
+                "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 332
+              },
+              {
+                "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 332
               }
             ],
             "score": 0.30000000000000004
           }
         },
+        {
+          "name": "test_backup_dashboards_env_not_found",
+          "type": "Function",
+          "tier": "STANDARD",
+          "start_line": 364,
+          "end_line": 378,
+          "tags": {
+            "PRE": "env_id is a valid environment ID"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [
+              {
+                "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 364
+              },
+              {
+                "message": "Missing Mandatory Tag: @POST (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 364
+              },
+              {
+                "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 364
+              },
+              {
+                "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 364
+              },
+              {
+                "message": "Missing Mandatory Tag: @POST (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 364
+              },
+              {
+                "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 364
+              }
+            ],
+            "score": 0.0
+          }
+        },
         {
           "name": "test_get_database_mappings_success",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 325,
-          "end_line": 354,
+          "start_line": 381,
+          "end_line": 411,
           "tags": {
             "TEST": "GET /api/dashboards/db-mappings returns mapping suggestions",
             "PRE": "Valid source_env_id, target_env_id",
@@ -32476,33 +34327,197 @@
               {
                 "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 325
+                "line_number": 381
               },
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 325
+                "line_number": 381
               },
               {
                 "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 325
+                "line_number": 381
               },
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 325
+                "line_number": 381
               }
             ],
             "score": 0.30000000000000004
           }
         },
         {
-          "name": "mock_get_dashboards",
+          "name": "test_get_database_mappings_env_not_found",
+          "type": "Function",
+          "tier": "STANDARD",
+          "start_line": 414,
+          "end_line": 421,
+          "tags": {
+            "PRE": "source_env_id and target_env_id are valid environment IDs"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [
+              {
+                "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 414
+              },
+              {
+                "message": "Missing Mandatory Tag: @POST (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 414
+              },
+              {
+                "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 414
+              },
+              {
+                "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 414
+              },
+              {
+                "message": "Missing Mandatory Tag: @POST (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 414
+              },
+              {
+                "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 414
+              }
+            ],
+            "score": 0.0
+          }
+        },
+        {
+          "name": "test_get_dashboard_tasks_history_filters_success",
+          "type": "Function",
+          "tier": "STANDARD",
+          "start_line": 424,
+          "end_line": 465,
+          "tags": {
+            "TEST": "GET /api/dashboards/{id}/tasks returns backup and llm tasks for dashboard"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [
+              {
+                "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 424
+              },
+              {
+                "message": "Missing Mandatory Tag: @PRE (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 424
+              },
+              {
+                "message": "Missing Mandatory Tag: @POST (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 424
+              },
+              {
+                "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 424
+              },
+              {
+                "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 424
+              },
+              {
+                "message": "Missing Mandatory Tag: @PRE (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 424
+              },
+              {
+                "message": "Missing Mandatory Tag: @POST (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 424
+              },
+              {
+                "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 424
+              }
+            ],
+            "score": 0.0
+          }
+        },
+        {
+          "name": "test_get_dashboard_thumbnail_success",
+          "type": "Function",
+          "tier": "STANDARD",
+          "start_line": 468,
+          "end_line": 495,
+          "tags": {
+            "TEST": "GET /api/dashboards/{id}/thumbnail proxies image bytes from Superset"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [
+              {
+                "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 468
+              },
+              {
+                "message": "Missing Mandatory Tag: @PRE (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 468
+              },
+              {
+                "message": "Missing Mandatory Tag: @POST (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 468
+              },
+              {
+                "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 468
+              },
+              {
+                "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 468
+              },
+              {
+                "message": "Missing Mandatory Tag: @PRE (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 468
+              },
+              {
+                "message": "Missing Mandatory Tag: @POST (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 468
+              },
+              {
+                "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 468
+              }
+            ],
+            "score": 0.0
+          }
+        },
+        {
+          "name": "mock_deps",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 35,
-          "end_line": 35,
+          "start_line": 24,
+          "end_line": 24,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -32519,8 +34534,26 @@
           "name": "mock_get_dashboards",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 81,
-          "end_line": 81,
+          "start_line": 100,
+          "end_line": 100,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "_network_request",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 482,
+          "end_line": 482,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -32549,11 +34582,11 @@
     {
       "name": "backend.tests.test_reports_openapi_conformance",
       "type": "Module",
-      "tier": "CRITICAL",
+      "tier": "STANDARD",
       "start_line": 1,
       "end_line": 81,
       "tags": {
-        "TIER": "CRITICAL",
+        "TIER": "STANDARD",
         "SEMANTICS": "tests, reports, openapi, conformance",
         "PURPOSE": "Validate implemented reports payload shape against OpenAPI-required top-level contract fields.",
         "LAYER": "Domain (Tests)",
@@ -32684,11 +34717,11 @@
     {
       "name": "backend.tests.test_reports_api",
       "type": "Module",
-      "tier": "CRITICAL",
+      "tier": "STANDARD",
       "start_line": 1,
       "end_line": 139,
       "tags": {
-        "TIER": "CRITICAL",
+        "TIER": "STANDARD",
         "SEMANTICS": "tests, reports, api, contract, pagination, filtering",
         "PURPOSE": "Contract tests for GET /api/reports defaults, pagination, and filtering behavior.",
         "LAYER": "Domain (Tests)",
@@ -32857,7 +34890,7 @@
       "type": "Module",
       "tier": "STANDARD",
       "start_line": 1,
-      "end_line": 212,
+      "end_line": 300,
       "tags": {
         "TIER": "STANDARD",
         "SEMANTICS": "datasets, api, tests, pagination, mapping, docs",
@@ -32876,8 +34909,8 @@
           "name": "test_get_datasets_success",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 18,
-          "end_line": 60,
+          "start_line": 53,
+          "end_line": 88,
           "tags": {
             "PURPOSE": "Validate successful datasets listing contract for an existing environment.",
             "TEST": "GET /api/datasets returns 200 and valid schema",
@@ -32892,12 +34925,12 @@
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 18
+                "line_number": 53
               },
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 18
+                "line_number": 53
               }
             ],
             "score": 0.7
@@ -32907,8 +34940,8 @@
           "name": "test_get_datasets_env_not_found",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 63,
-          "end_line": 80,
+          "start_line": 91,
+          "end_line": 104,
           "tags": {
             "TEST": "GET /api/datasets returns 404 if env_id missing",
             "PRE": "env_id does not exist",
@@ -32922,22 +34955,22 @@
               {
                 "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 63
+                "line_number": 91
               },
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 63
+                "line_number": 91
               },
               {
                 "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 63
+                "line_number": 91
               },
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 63
+                "line_number": 91
               }
             ],
             "score": 0.30000000000000004
@@ -32947,12 +34980,13 @@
           "name": "test_get_datasets_invalid_pagination",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 83,
-          "end_line": 107,
+          "start_line": 107,
+          "end_line": 132,
           "tags": {
             "TEST": "GET /api/datasets returns 400 for invalid page/page_size",
             "PRE": "page < 1 or page_size > 100",
-            "POST": "Returns 400 error"
+            "POST": "Returns 400 error",
+            "TEST_EDGE": "page_size > 100 exceeds max"
           },
           "relations": [],
           "children": [],
@@ -32962,22 +34996,22 @@
               {
                 "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 83
+                "line_number": 107
               },
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 83
+                "line_number": 107
               },
               {
                 "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 83
+                "line_number": 107
               },
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 83
+                "line_number": 107
               }
             ],
             "score": 0.30000000000000004
@@ -32987,8 +35021,8 @@
           "name": "test_map_columns_success",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 110,
-          "end_line": 146,
+          "start_line": 135,
+          "end_line": 166,
           "tags": {
             "TEST": "POST /api/datasets/map-columns creates mapping task",
             "PRE": "Valid env_id, dataset_ids, source_type",
@@ -33002,22 +35036,22 @@
               {
                 "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 110
+                "line_number": 135
               },
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 110
+                "line_number": 135
               },
               {
                 "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 110
+                "line_number": 135
               },
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 110
+                "line_number": 135
               }
             ],
             "score": 0.30000000000000004
@@ -33027,8 +35061,8 @@
           "name": "test_map_columns_invalid_source_type",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 149,
-          "end_line": 170,
+          "start_line": 169,
+          "end_line": 187,
           "tags": {
             "TEST": "POST /api/datasets/map-columns returns 400 for invalid source_type",
             "PRE": "source_type is not 'postgresql' or 'xlsx'",
@@ -33042,22 +35076,22 @@
               {
                 "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 149
+                "line_number": 169
               },
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 149
+                "line_number": 169
               },
               {
                 "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 149
+                "line_number": 169
               },
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 149
+                "line_number": 169
               }
             ],
             "score": 0.30000000000000004
@@ -33067,8 +35101,8 @@
           "name": "test_generate_docs_success",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 173,
-          "end_line": 209,
+          "start_line": 190,
+          "end_line": 221,
           "tags": {
             "TEST": "POST /api/datasets/generate-docs creates doc generation task",
             "PRE": "Valid env_id, dataset_ids, llm_provider",
@@ -33082,26 +35116,222 @@
               {
                 "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 173
+                "line_number": 190
               },
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 173
+                "line_number": 190
               },
               {
                 "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 173
+                "line_number": 190
               },
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 173
+                "line_number": 190
               }
             ],
             "score": 0.30000000000000004
           }
+        },
+        {
+          "name": "test_map_columns_empty_ids",
+          "type": "Function",
+          "tier": "STANDARD",
+          "start_line": 224,
+          "end_line": 240,
+          "tags": {
+            "TEST": "POST /api/datasets/map-columns returns 400 for empty dataset_ids",
+            "PRE": "dataset_ids is empty",
+            "POST": "Returns 400 error"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [
+              {
+                "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 224
+              },
+              {
+                "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 224
+              },
+              {
+                "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 224
+              },
+              {
+                "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 224
+              }
+            ],
+            "score": 0.30000000000000004
+          }
+        },
+        {
+          "name": "test_generate_docs_empty_ids",
+          "type": "Function",
+          "tier": "STANDARD",
+          "start_line": 243,
+          "end_line": 259,
+          "tags": {
+            "TEST": "POST /api/datasets/generate-docs returns 400 for empty dataset_ids",
+            "PRE": "dataset_ids is empty",
+            "POST": "Returns 400 error"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [
+              {
+                "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 243
+              },
+              {
+                "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 243
+              },
+              {
+                "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 243
+              },
+              {
+                "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 243
+              }
+            ],
+            "score": 0.30000000000000004
+          }
+        },
+        {
+          "name": "test_generate_docs_env_not_found",
+          "type": "Function",
+          "tier": "STANDARD",
+          "start_line": 262,
+          "end_line": 279,
+          "tags": {
+            "TEST": "POST /api/datasets/generate-docs returns 404 for missing env",
+            "PRE": "env_id does not exist",
+            "POST": "Returns 404 error"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [
+              {
+                "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 262
+              },
+              {
+                "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 262
+              },
+              {
+                "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 262
+              },
+              {
+                "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 262
+              }
+            ],
+            "score": 0.30000000000000004
+          }
+        },
+        {
+          "name": "test_get_datasets_superset_failure",
+          "type": "Function",
+          "tier": "STANDARD",
+          "start_line": 282,
+          "end_line": 297,
+          "tags": {
+            "TEST_EDGE": "external_superset_failure -> {status: 503}"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [
+              {
+                "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 282
+              },
+              {
+                "message": "Missing Mandatory Tag: @PRE (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 282
+              },
+              {
+                "message": "Missing Mandatory Tag: @POST (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 282
+              },
+              {
+                "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 282
+              },
+              {
+                "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 282
+              },
+              {
+                "message": "Missing Mandatory Tag: @PRE (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 282
+              },
+              {
+                "message": "Missing Mandatory Tag: @POST (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 282
+              },
+              {
+                "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 282
+              }
+            ],
+            "score": 0.0
+          }
+        },
+        {
+          "name": "mock_deps",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 25,
+          "end_line": 25,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
         }
       ],
       "compliance": {
@@ -33113,11 +35343,11 @@
     {
       "name": "backend.tests.test_reports_detail_api",
       "type": "Module",
-      "tier": "CRITICAL",
+      "tier": "STANDARD",
       "start_line": 1,
       "end_line": 84,
       "tags": {
-        "TIER": "CRITICAL",
+        "TIER": "STANDARD",
         "SEMANTICS": "tests, reports, api, detail, diagnostics",
         "PURPOSE": "Contract tests for GET /api/reports/{report_id} detail endpoint behavior.",
         "LAYER": "Domain (Tests)",
@@ -33936,8 +36166,8 @@
           "name": "_run_async",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 27,
-          "end_line": 36,
+          "start_line": 28,
+          "end_line": 37,
           "tags": {
             "TIER": "TRIVIAL",
             "PURPOSE": "Execute async endpoint handler in synchronous test context.",
@@ -33956,8 +36186,8 @@
           "name": "_FakeTask",
           "type": "Class",
           "tier": "TRIVIAL",
-          "start_line": 37,
-          "end_line": 47,
+          "start_line": 38,
+          "end_line": 48,
           "tags": {
             "TIER": "TRIVIAL",
             "PURPOSE": "Lightweight task stub used by assistant API tests."
@@ -33974,8 +36204,8 @@
           "name": "_FakeTaskManager",
           "type": "Class",
           "tier": "TRIVIAL",
-          "start_line": 48,
-          "end_line": 71,
+          "start_line": 49,
+          "end_line": 72,
           "tags": {
             "TIER": "TRIVIAL",
             "PURPOSE": "Minimal async-compatible TaskManager fixture for deterministic test flows."
@@ -33992,8 +36222,8 @@
           "name": "_FakeConfigManager",
           "type": "Class",
           "tier": "TRIVIAL",
-          "start_line": 72,
-          "end_line": 83,
+          "start_line": 73,
+          "end_line": 84,
           "tags": {
             "TIER": "TRIVIAL",
             "PURPOSE": "Environment config fixture with dev/prod aliases for parser tests."
@@ -34010,8 +36240,8 @@
           "name": "_admin_user",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 84,
-          "end_line": 94,
+          "start_line": 85,
+          "end_line": 95,
           "tags": {
             "TIER": "TRIVIAL",
             "PURPOSE": "Build admin principal fixture.",
@@ -34030,8 +36260,8 @@
           "name": "_limited_user",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 95,
-          "end_line": 105,
+          "start_line": 96,
+          "end_line": 106,
           "tags": {
             "TIER": "TRIVIAL",
             "PURPOSE": "Build non-admin principal fixture.",
@@ -34050,8 +36280,8 @@
           "name": "_FakeQuery",
           "type": "Class",
           "tier": "TRIVIAL",
-          "start_line": 106,
-          "end_line": 137,
+          "start_line": 107,
+          "end_line": 138,
           "tags": {
             "TIER": "TRIVIAL",
             "PURPOSE": "Minimal chainable query object for fake SQLAlchemy-like DB behavior in tests."
@@ -34068,8 +36298,8 @@
           "name": "_FakeDb",
           "type": "Class",
           "tier": "TRIVIAL",
-          "start_line": 138,
-          "end_line": 187,
+          "start_line": 139,
+          "end_line": 188,
           "tags": {
             "TIER": "TRIVIAL",
             "PURPOSE": "In-memory fake database implementing subset of Session interface used by assistant routes."
@@ -34086,8 +36316,8 @@
           "name": "_clear_assistant_state",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 188,
-          "end_line": 200,
+          "start_line": 189,
+          "end_line": 201,
           "tags": {
             "TIER": "TRIVIAL",
             "PURPOSE": "Reset in-memory assistant registries for isolation between tests.",
@@ -34106,8 +36336,8 @@
           "name": "test_unknown_command_returns_needs_clarification",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 201,
-          "end_line": 220,
+          "start_line": 202,
+          "end_line": 221,
           "tags": {
             "PURPOSE": "Unknown command should return clarification state and unknown intent.",
             "PRE": "Fake dependencies provide admin user and deterministic task/config/db services.",
@@ -34121,12 +36351,12 @@
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 201
+                "line_number": 202
               },
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 201
+                "line_number": 202
               }
             ],
             "score": 0.7
@@ -34136,8 +36366,8 @@
           "name": "test_capabilities_question_returns_successful_help",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 223,
-          "end_line": 243,
+          "start_line": 224,
+          "end_line": 244,
           "tags": {
             "PURPOSE": "Capability query should return deterministic help response, not clarification.",
             "PRE": "User sends natural-language \"what can you do\" style query.",
@@ -34151,12 +36381,12 @@
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 223
+                "line_number": 224
               },
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 223
+                "line_number": 224
               }
             ],
             "score": 0.7
@@ -34166,8 +36396,8 @@
           "name": "test_non_admin_command_returns_denied",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 244,
-          "end_line": 264,
+          "start_line": 245,
+          "end_line": 265,
           "tags": {
             "PURPOSE": "Non-admin user must receive denied state for privileged command.",
             "PRE": "Limited principal executes privileged git branch command.",
@@ -34181,12 +36411,12 @@
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 244
+                "line_number": 245
               },
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 244
+                "line_number": 245
               }
             ],
             "score": 0.7
@@ -34196,8 +36426,8 @@
           "name": "test_migration_to_prod_requires_confirmation_and_can_be_confirmed",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 265,
-          "end_line": 301,
+          "start_line": 266,
+          "end_line": 302,
           "tags": {
             "PURPOSE": "Migration to prod must require confirmation and then start task after explicit confirm.",
             "PRE": "Admin principal submits dangerous migration command.",
@@ -34211,12 +36441,12 @@
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 265
+                "line_number": 266
               },
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 265
+                "line_number": 266
               }
             ],
             "score": 0.7
@@ -34226,8 +36456,8 @@
           "name": "test_status_query_returns_task_status",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 302,
-          "end_line": 348,
+          "start_line": 303,
+          "end_line": 349,
           "tags": {
             "PURPOSE": "Task status command must surface current status text for existing task id.",
             "PRE": "At least one task exists after confirmed operation.",
@@ -34241,12 +36471,12 @@
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 302
+                "line_number": 303
               },
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 302
+                "line_number": 303
               }
             ],
             "score": 0.7
@@ -34256,8 +36486,8 @@
           "name": "test_status_query_without_task_id_returns_latest_user_task",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 349,
-          "end_line": 394,
+          "start_line": 350,
+          "end_line": 395,
           "tags": {
             "PURPOSE": "Status command without explicit task_id should resolve to latest task for current user.",
             "PRE": "User has at least one created task in task manager history.",
@@ -34271,12 +36501,12 @@
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 349
+                "line_number": 350
               },
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 349
+                "line_number": 350
               }
             ],
             "score": 0.7
@@ -34286,7 +36516,7 @@
           "name": "test_llm_validation_with_dashboard_ref_requires_confirmation",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 395,
+          "start_line": 396,
           "end_line": null,
           "tags": {
             "PURPOSE": "LLM validation with dashboard_ref should now require confirmation before dispatch.",
@@ -34299,8 +36529,8 @@
               "name": "test_list_conversations_groups_by_conversation_and_marks_archived",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 423,
-              "end_line": 470,
+              "start_line": 424,
+              "end_line": 471,
               "tags": {
                 "PURPOSE": "Conversations endpoint must group messages and compute archived marker by inactivity threshold.",
                 "PRE": "Fake DB contains two conversations with different update timestamps.",
@@ -34314,17 +36544,17 @@
                   {
                     "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                     "severity": "WARNING",
-                    "line_number": 423
+                    "line_number": 424
                   },
                   {
                     "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                     "severity": "WARNING",
-                    "line_number": 423
+                    "line_number": 424
                   },
                   {
                     "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                     "severity": "WARNING",
-                    "line_number": 423
+                    "line_number": 424
                   }
                 ],
                 "score": 0.55
@@ -34334,8 +36564,8 @@
               "name": "test_history_from_latest_returns_recent_page_first",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 473,
-              "end_line": 511,
+              "start_line": 474,
+              "end_line": 512,
               "tags": {
                 "PURPOSE": "History endpoint from_latest mode must return newest page while preserving chronological order in chunk.",
                 "PRE": "Conversation has more messages than single page size.",
@@ -34349,17 +36579,17 @@
                   {
                     "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                     "severity": "WARNING",
-                    "line_number": 473
+                    "line_number": 474
                   },
                   {
                     "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                     "severity": "WARNING",
-                    "line_number": 473
+                    "line_number": 474
                   },
                   {
                     "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                     "severity": "WARNING",
-                    "line_number": 473
+                    "line_number": 474
                   }
                 ],
                 "score": 0.55
@@ -34369,8 +36599,8 @@
               "name": "test_list_conversations_archived_only_filters_active",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 514,
-              "end_line": 560,
+              "start_line": 515,
+              "end_line": 561,
               "tags": {
                 "PURPOSE": "archived_only mode must return only archived conversations.",
                 "PRE": "Dataset includes one active and one archived conversation.",
@@ -34384,17 +36614,17 @@
                   {
                     "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                     "severity": "WARNING",
-                    "line_number": 514
+                    "line_number": 515
                   },
                   {
                     "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                     "severity": "WARNING",
-                    "line_number": 514
+                    "line_number": 515
                   },
                   {
                     "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                     "severity": "WARNING",
-                    "line_number": 514
+                    "line_number": 515
                   }
                 ],
                 "score": 0.55
@@ -34404,8 +36634,8 @@
               "name": "test_guarded_operation_always_requires_confirmation",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 563,
-              "end_line": 588,
+              "start_line": 564,
+              "end_line": 589,
               "tags": {
                 "PURPOSE": "Non-dangerous (guarded) commands must still require confirmation before execution.",
                 "PRE": "Admin user sends a backup command that was previously auto-executed.",
@@ -34419,17 +36649,17 @@
                   {
                     "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                     "severity": "WARNING",
-                    "line_number": 563
+                    "line_number": 564
                   },
                   {
                     "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                     "severity": "WARNING",
-                    "line_number": 563
+                    "line_number": 564
                   },
                   {
                     "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                     "severity": "WARNING",
-                    "line_number": 563
+                    "line_number": 564
                   }
                 ],
                 "score": 0.55
@@ -34439,35 +36669,111 @@
               "name": "test_guarded_operation_confirm_roundtrip",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 591,
-              "end_line": 627,
+              "start_line": 592,
+              "end_line": null,
               "tags": {
                 "PURPOSE": "Guarded operation must execute successfully after explicit confirmation.",
                 "PRE": "Admin user sends a non-dangerous migration command (dev \u2192 dev).",
                 "POST": "After confirmation, response transitions to started/success with task_id."
               },
               "relations": [],
-              "children": [],
+              "children": [
+                {
+                  "name": "test_confirm_nonexistent_id_returns_404",
+                  "type": "Function",
+                  "tier": "STANDARD",
+                  "start_line": 628,
+                  "end_line": null,
+                  "tags": {
+                    "PURPOSE": "Confirming a non-existent ID should raise 404.",
+                    "PRE": "user tries to confirm a random/fake UUID.",
+                    "POST": "FastAPI HTTPException with status 404."
+                  },
+                  "relations": [],
+                  "children": [],
+                  "compliance": {
+                    "valid": false,
+                    "issues": [
+                      {
+                        "message": "Unclosed Anchor: [DEF:test_confirm_nonexistent_id_returns_404:Function] started at line 628",
+                        "severity": "ERROR",
+                        "line_number": 628
+                      },
+                      {
+                        "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
+                        "severity": "WARNING",
+                        "line_number": 628
+                      },
+                      {
+                        "message": "Unclosed Anchor: [DEF:test_confirm_nonexistent_id_returns_404:Function] started at line 628",
+                        "severity": "ERROR",
+                        "line_number": 628
+                      },
+                      {
+                        "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
+                        "severity": "WARNING",
+                        "line_number": 628
+                      },
+                      {
+                        "message": "Unclosed Anchor: [DEF:test_confirm_nonexistent_id_returns_404:Function] started at line 628",
+                        "severity": "ERROR",
+                        "line_number": 628
+                      },
+                      {
+                        "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
+                        "severity": "WARNING",
+                        "line_number": 628
+                      },
+                      {
+                        "message": "Unclosed Anchor: [DEF:test_confirm_nonexistent_id_returns_404:Function] started at line 628",
+                        "severity": "ERROR",
+                        "line_number": 628
+                      },
+                      {
+                        "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
+                        "severity": "WARNING",
+                        "line_number": 628
+                      }
+                    ],
+                    "score": 0.0
+                  }
+                }
+              ],
               "compliance": {
-                "valid": true,
+                "valid": false,
                 "issues": [
                   {
-                    "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
-                    "severity": "WARNING",
-                    "line_number": 591
+                    "message": "Unclosed Anchor: [DEF:test_guarded_operation_confirm_roundtrip:Function] started at line 592",
+                    "severity": "ERROR",
+                    "line_number": 592
                   },
                   {
                     "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                     "severity": "WARNING",
-                    "line_number": 591
+                    "line_number": 592
+                  },
+                  {
+                    "message": "Unclosed Anchor: [DEF:test_guarded_operation_confirm_roundtrip:Function] started at line 592",
+                    "severity": "ERROR",
+                    "line_number": 592
                   },
                   {
                     "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                     "severity": "WARNING",
-                    "line_number": 591
+                    "line_number": 592
+                  },
+                  {
+                    "message": "Unclosed Anchor: [DEF:test_guarded_operation_confirm_roundtrip:Function] started at line 592",
+                    "severity": "ERROR",
+                    "line_number": 592
+                  },
+                  {
+                    "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
+                    "severity": "WARNING",
+                    "line_number": 592
                   }
                 ],
-                "score": 0.55
+                "score": 0.0
               }
             }
           ],
@@ -34475,24 +36781,24 @@
             "valid": false,
             "issues": [
               {
-                "message": "Unclosed Anchor: [DEF:test_llm_validation_with_dashboard_ref_requires_confirmation:Function] started at line 395",
+                "message": "Unclosed Anchor: [DEF:test_llm_validation_with_dashboard_ref_requires_confirmation:Function] started at line 396",
                 "severity": "ERROR",
-                "line_number": 395
+                "line_number": 396
               },
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 395
+                "line_number": 396
               },
               {
-                "message": "Unclosed Anchor: [DEF:test_llm_validation_with_dashboard_ref_requires_confirmation:Function] started at line 395",
+                "message": "Unclosed Anchor: [DEF:test_llm_validation_with_dashboard_ref_requires_confirmation:Function] started at line 396",
                 "severity": "ERROR",
-                "line_number": 395
+                "line_number": 396
               },
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 395
+                "line_number": 396
               }
             ],
             "score": 0.0
@@ -34502,8 +36808,8 @@
           "name": "__init__",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 41,
-          "end_line": 41,
+          "start_line": 42,
+          "end_line": 42,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -34520,8 +36826,8 @@
           "name": "__init__",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 52,
-          "end_line": 52,
+          "start_line": 53,
+          "end_line": 53,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -34538,8 +36844,8 @@
           "name": "create_task",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 55,
-          "end_line": 55,
+          "start_line": 56,
+          "end_line": 56,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -34556,8 +36862,8 @@
           "name": "get_task",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 61,
-          "end_line": 61,
+          "start_line": 62,
+          "end_line": 62,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -34574,8 +36880,8 @@
           "name": "get_tasks",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 67,
-          "end_line": 67,
+          "start_line": 68,
+          "end_line": 68,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -34592,8 +36898,8 @@
           "name": "get_environments",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 76,
-          "end_line": 76,
+          "start_line": 77,
+          "end_line": 77,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -34610,8 +36916,8 @@
           "name": "__init__",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 110,
-          "end_line": 110,
+          "start_line": 111,
+          "end_line": 111,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -34628,8 +36934,8 @@
           "name": "filter",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 113,
-          "end_line": 113,
+          "start_line": 114,
+          "end_line": 114,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -34646,8 +36952,8 @@
           "name": "order_by",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 116,
-          "end_line": 116,
+          "start_line": 117,
+          "end_line": 117,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -34664,8 +36970,8 @@
           "name": "first",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 119,
-          "end_line": 119,
+          "start_line": 120,
+          "end_line": 120,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -34682,8 +36988,8 @@
           "name": "all",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 122,
-          "end_line": 122,
+          "start_line": 123,
+          "end_line": 123,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -34700,8 +37006,8 @@
           "name": "count",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 125,
-          "end_line": 125,
+          "start_line": 126,
+          "end_line": 126,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -34718,8 +37024,8 @@
           "name": "offset",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 128,
-          "end_line": 128,
+          "start_line": 129,
+          "end_line": 129,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -34736,8 +37042,8 @@
           "name": "limit",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 132,
-          "end_line": 132,
+          "start_line": 133,
+          "end_line": 133,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -34754,8 +37060,8 @@
           "name": "__init__",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 142,
-          "end_line": 142,
+          "start_line": 143,
+          "end_line": 143,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -34772,8 +37078,8 @@
           "name": "add",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 147,
-          "end_line": 147,
+          "start_line": 148,
+          "end_line": 148,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -34790,8 +37096,8 @@
           "name": "merge",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 158,
-          "end_line": 158,
+          "start_line": 159,
+          "end_line": 159,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -34808,8 +37114,8 @@
           "name": "query",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 171,
-          "end_line": 171,
+          "start_line": 172,
+          "end_line": 172,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -34826,8 +37132,8 @@
           "name": "commit",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 180,
-          "end_line": 180,
+          "start_line": 181,
+          "end_line": 181,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -34844,8 +37150,8 @@
           "name": "rollback",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 183,
-          "end_line": 183,
+          "start_line": 184,
+          "end_line": 184,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -34876,7 +37182,7 @@
       "type": "Module",
       "tier": "STANDARD",
       "start_line": 1,
-      "end_line": 346,
+      "end_line": 410,
       "tags": {
         "TIER": "STANDARD",
         "PURPOSE": "Unit tests for migration API route handlers.",
@@ -35127,8 +37433,8 @@
           "name": "test_trigger_sync_now_creates_env_row_and_syncs",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 256,
-          "end_line": 256,
+          "start_line": 257,
+          "end_line": 257,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -35145,8 +37451,8 @@
           "name": "test_trigger_sync_now_rejects_empty_environments",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 286,
-          "end_line": 286,
+          "start_line": 287,
+          "end_line": 287,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -35163,8 +37469,8 @@
           "name": "test_trigger_sync_now_handles_partial_failure",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 300,
-          "end_line": 300,
+          "start_line": 301,
+          "end_line": 301,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -35181,8 +37487,80 @@
           "name": "test_trigger_sync_now_idempotent_env_upsert",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 330,
-          "end_line": 330,
+          "start_line": 331,
+          "end_line": 331,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "test_get_dashboards_success",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 350,
+          "end_line": 350,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "test_get_dashboards_invalid_env_raises_404",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 364,
+          "end_line": 364,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "test_execute_migration_success",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 375,
+          "end_line": 375,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "test_execute_migration_invalid_env_raises_400",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 394,
+          "end_line": 394,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -35443,7 +37821,7 @@
       "type": "Module",
       "tier": "TRIVIAL",
       "start_line": 1,
-      "end_line": 61,
+      "end_line": 116,
       "tags": {
         "TIER": "TRIVIAL",
         "SEMANTICS": "database, task, record, sqlalchemy, sqlite",
@@ -35481,11 +37859,15 @@
           "type": "Class",
           "tier": "CRITICAL",
           "start_line": 37,
-          "end_line": 59,
+          "end_line": 114,
           "tags": {
             "PURPOSE": "Represents a single persistent log entry for a task.",
             "TIER": "CRITICAL",
-            "INVARIANT": "Each log entry belongs to exactly one task."
+            "INVARIANT": "Each log entry belongs to exactly one task.",
+            "TEST_CONTRACT": "TaskLogCreate ->",
+            "TEST_FIXTURE": "basic_info_log ->",
+            "TEST_EDGE": "empty_message ->",
+            "TEST_INVARIANT": "exact_one_task_association -> verifies: [basic_info_log, missing_required_field]"
           },
           "relations": [
             {
@@ -35712,7 +38094,7 @@
       "type": "Module",
       "tier": "CRITICAL",
       "start_line": 1,
-      "end_line": 149,
+      "end_line": 229,
       "tags": {
         "TIER": "CRITICAL",
         "SEMANTICS": "reports, models, pydantic, normalization, pagination",
@@ -35772,12 +38154,15 @@
           "type": "Class",
           "tier": "CRITICAL",
           "start_line": 45,
-          "end_line": 54,
+          "end_line": 67,
           "tags": {
             "TIER": "CRITICAL",
             "INVARIANT": "The properties accurately describe error state.",
             "SEMANTICS": "error, context, payload",
-            "PURPOSE": "Error and recovery context for failed/partial reports."
+            "PURPOSE": "Error and recovery context for failed/partial reports.",
+            "TEST_CONTRACT": "ErrorContextModel ->",
+            "TEST_FIXTURE": "basic_error -> {\"message\": \"Connection timeout\", \"code\": \"ERR_504\", \"next_actions\": [\"retry\"]}",
+            "TEST_EDGE": "missing_message -> {\"code\": \"ERR_504\"}"
           },
           "relations": [],
           "children": [],
@@ -35791,13 +38176,17 @@
           "name": "TaskReport",
           "type": "Class",
           "tier": "CRITICAL",
-          "start_line": 57,
-          "end_line": 80,
+          "start_line": 70,
+          "end_line": 123,
           "tags": {
             "TIER": "CRITICAL",
             "INVARIANT": "Must represent canonical task record attributes.",
             "SEMANTICS": "report, model, summary",
-            "PURPOSE": "Canonical normalized report envelope for one task execution."
+            "PURPOSE": "Canonical normalized report envelope for one task execution.",
+            "TEST_CONTRACT": "TaskReportModel ->",
+            "TEST_FIXTURE": "valid_task_report ->",
+            "TEST_EDGE": "invalid_task_type -> {\"report_id\": \"rep-123\", \"task_id\": \"task-456\", \"task_type\": \"invalid_type\", \"status\": \"success\", \"updated_at\": \"2026-02-26T12:00:00Z\", \"summary\": \"Done\"}",
+            "TEST_INVARIANT": "non_empty_validators -> verifies: [empty_report_id, empty_summary]"
           },
           "relations": [],
           "children": [],
@@ -35811,13 +38200,17 @@
           "name": "ReportQuery",
           "type": "Class",
           "tier": "CRITICAL",
-          "start_line": 83,
-          "end_line": 119,
+          "start_line": 126,
+          "end_line": 181,
           "tags": {
             "TIER": "CRITICAL",
             "INVARIANT": "Time and pagination queries are mutually consistent.",
             "SEMANTICS": "query, filter, search",
-            "PURPOSE": "Query object for server-side report filtering, sorting, and pagination."
+            "PURPOSE": "Query object for server-side report filtering, sorting, and pagination.",
+            "TEST_CONTRACT": "ReportQueryModel ->",
+            "TEST_FIXTURE": "valid_query -> {\"page\": 1, \"page_size\":20, \"sort_by\": \"updated_at\", \"sort_order\": \"desc\"}",
+            "TEST_EDGE": "invalid_time_range -> {\"time_from\": \"2026-02-26T12:00:00Z\", \"time_to\": \"2026-02-25T12:00:00Z\"}",
+            "TEST_INVARIANT": "attribute_constraints_enforced -> verifies: [invalid_page_size_large, invalid_sort_by, invalid_time_range]"
           },
           "relations": [],
           "children": [],
@@ -35831,13 +38224,16 @@
           "name": "ReportCollection",
           "type": "Class",
           "tier": "CRITICAL",
-          "start_line": 122,
-          "end_line": 134,
+          "start_line": 184,
+          "end_line": 206,
           "tags": {
             "TIER": "CRITICAL",
             "INVARIANT": "Represents paginated data correctly.",
             "SEMANTICS": "collection, pagination",
-            "PURPOSE": "Paginated collection of normalized task reports."
+            "PURPOSE": "Paginated collection of normalized task reports.",
+            "TEST_CONTRACT": "ReportCollectionModel ->",
+            "TEST_FIXTURE": "empty_collection -> {\"items\": [], \"total\": 0, \"page\": 1, \"page_size\": 20, \"has_next\": False, \"applied_filters\": {}}",
+            "TEST_EDGE": "negative_total -> {\"items\": [], \"total\": -5, \"page\": 1, \"page_size\": 20, \"has_next\": False, \"applied_filters\": {}}"
           },
           "relations": [],
           "children": [],
@@ -35851,13 +38247,16 @@
           "name": "ReportDetailView",
           "type": "Class",
           "tier": "CRITICAL",
-          "start_line": 137,
-          "end_line": 147,
+          "start_line": 209,
+          "end_line": 227,
           "tags": {
             "TIER": "CRITICAL",
             "INVARIANT": "Incorporates a report and logs correctly.",
             "SEMANTICS": "view, detail, logs",
-            "PURPOSE": "Detailed report representation including diagnostics and recovery actions."
+            "PURPOSE": "Detailed report representation including diagnostics and recovery actions.",
+            "TEST_CONTRACT": "ReportDetailViewModel ->",
+            "TEST_FIXTURE": "valid_detail -> {\"report\": {\"report_id\": \"rep-1\", \"task_id\": \"task-1\", \"task_type\": \"backup\", \"status\": \"success\", \"updated_at\": \"2026-02-26T12:00:00Z\", \"summary\": \"Done\"}}",
+            "TEST_EDGE": "missing_report -> {}"
           },
           "relations": [],
           "children": [],
@@ -35871,8 +38270,8 @@
           "name": "_non_empty_str",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 76,
-          "end_line": 76,
+          "start_line": 119,
+          "end_line": 119,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -35889,8 +38288,8 @@
           "name": "_validate_sort_by",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 101,
-          "end_line": 101,
+          "start_line": 163,
+          "end_line": 163,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -35907,8 +38306,8 @@
           "name": "_validate_sort_order",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 109,
-          "end_line": 109,
+          "start_line": 171,
+          "end_line": 171,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -35925,8 +38324,8 @@
           "name": "_validate_time_range",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 115,
-          "end_line": 115,
+          "start_line": 177,
+          "end_line": 177,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -36453,11 +38852,11 @@
     {
       "name": "test_report_models",
       "type": "Module",
-      "tier": "CRITICAL",
+      "tier": "STANDARD",
       "start_line": 1,
       "end_line": 235,
       "tags": {
-        "TIER": "CRITICAL",
+        "TIER": "STANDARD",
         "PURPOSE": "Unit tests for report Pydantic models and their validators",
         "LAYER": "Domain"
       },
@@ -36938,25 +39337,15 @@
         }
       ],
       "compliance": {
-        "valid": false,
+        "valid": true,
         "issues": [
           {
-            "message": "Missing Mandatory Tag: @SEMANTICS (required for CRITICAL tier)",
-            "severity": "ERROR",
-            "line_number": 1
-          },
-          {
-            "message": "Missing Mandatory Tag: @INVARIANT (required for CRITICAL tier)",
-            "severity": "ERROR",
-            "line_number": 1
-          },
-          {
-            "message": "Missing @INVARIANT tag (required for CRITICAL tier)",
-            "severity": "ERROR",
+            "message": "Missing Mandatory Tag: @SEMANTICS (required for STANDARD tier)",
+            "severity": "WARNING",
             "line_number": 1
           }
         ],
-        "score": 0.0
+        "score": 0.775
       }
     },
     {
@@ -37490,7 +39879,7 @@
       "type": "Module",
       "tier": "STANDARD",
       "start_line": 1,
-      "end_line": 171,
+      "end_line": 183,
       "tags": {
         "TIER": "STANDARD",
         "SEMANTICS": "service, llm, provider, encryption",
@@ -37513,11 +39902,15 @@
           "type": "Class",
           "tier": "CRITICAL",
           "start_line": 17,
-          "end_line": 48,
+          "end_line": 60,
           "tags": {
             "TIER": "CRITICAL",
             "PURPOSE": "Handles encryption and decryption of sensitive data like API keys.",
-            "INVARIANT": "Uses a secret key from environment or a default one (fallback only for dev)."
+            "INVARIANT": "Uses a secret key from environment or a default one (fallback only for dev).",
+            "TEST_CONTRACT": "EncryptionManagerModel ->",
+            "TEST_FIXTURE": "basic_encryption_cycle -> {\"data\": \"my_secret_key\"}",
+            "TEST_EDGE": "empty_string_encryption -> {\"data\": \"\"}",
+            "TEST_INVARIANT": "symmetric_encryption -> verifies: [basic_encryption_cycle, empty_string_encryption]"
           },
           "relations": [],
           "children": [
@@ -37525,8 +39918,8 @@
               "name": "EncryptionManager.__init__",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 22,
-              "end_line": 29,
+              "start_line": 34,
+              "end_line": 41,
               "tags": {
                 "PURPOSE": "Initialize the encryption manager with a Fernet key.",
                 "PRE": "ENCRYPTION_KEY env var must be set or use default dev key.",
@@ -37544,8 +39937,8 @@
               "name": "EncryptionManager.encrypt",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 31,
-              "end_line": 38,
+              "start_line": 43,
+              "end_line": 50,
               "tags": {
                 "PURPOSE": "Encrypt a plaintext string.",
                 "PRE": "data must be a non-empty string.",
@@ -37563,8 +39956,8 @@
               "name": "EncryptionManager.decrypt",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 40,
-              "end_line": 47,
+              "start_line": 52,
+              "end_line": 59,
               "tags": {
                 "PURPOSE": "Decrypt an encrypted string.",
                 "PRE": "encrypted_data must be a valid Fernet-encrypted string.",
@@ -37589,8 +39982,8 @@
           "name": "LLMProviderService",
           "type": "Class",
           "tier": "STANDARD",
-          "start_line": 50,
-          "end_line": 169,
+          "start_line": 62,
+          "end_line": 181,
           "tags": {
             "TIER": "STANDARD",
             "PURPOSE": "Service to manage LLM provider lifecycle."
@@ -37601,8 +39994,8 @@
               "name": "LLMProviderService.__init__",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 54,
-              "end_line": 61,
+              "start_line": 66,
+              "end_line": 73,
               "tags": {
                 "PURPOSE": "Initialize the service with database session.",
                 "PRE": "db must be a valid SQLAlchemy Session.",
@@ -37620,8 +40013,8 @@
               "name": "get_all_providers",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 63,
-              "end_line": 71,
+              "start_line": 75,
+              "end_line": 83,
               "tags": {
                 "TIER": "STANDARD",
                 "PURPOSE": "Returns all configured LLM providers.",
@@ -37640,8 +40033,8 @@
               "name": "get_provider",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 73,
-              "end_line": 81,
+              "start_line": 85,
+              "end_line": 93,
               "tags": {
                 "TIER": "STANDARD",
                 "PURPOSE": "Returns a single LLM provider by ID.",
@@ -37660,8 +40053,8 @@
               "name": "create_provider",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 83,
-              "end_line": 103,
+              "start_line": 95,
+              "end_line": 115,
               "tags": {
                 "TIER": "STANDARD",
                 "PURPOSE": "Creates a new LLM provider with encrypted API key.",
@@ -37680,8 +40073,8 @@
               "name": "update_provider",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 105,
-              "end_line": 128,
+              "start_line": 117,
+              "end_line": 140,
               "tags": {
                 "TIER": "STANDARD",
                 "PURPOSE": "Updates an existing LLM provider.",
@@ -37700,8 +40093,8 @@
               "name": "delete_provider",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 130,
-              "end_line": 143,
+              "start_line": 142,
+              "end_line": 155,
               "tags": {
                 "TIER": "STANDARD",
                 "PURPOSE": "Deletes an LLM provider.",
@@ -37720,8 +40113,8 @@
               "name": "get_decrypted_api_key",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 145,
-              "end_line": 167,
+              "start_line": 157,
+              "end_line": 179,
               "tags": {
                 "TIER": "STANDARD",
                 "PURPOSE": "Returns the decrypted API key for a provider.",
@@ -37747,8 +40140,8 @@
           "name": "__init__",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 26,
-          "end_line": 26,
+          "start_line": 38,
+          "end_line": 38,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -37765,8 +40158,8 @@
           "name": "encrypt",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 35,
-          "end_line": 35,
+          "start_line": 47,
+          "end_line": 47,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -37783,8 +40176,8 @@
           "name": "decrypt",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 44,
-          "end_line": 44,
+          "start_line": 56,
+          "end_line": 56,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -37801,8 +40194,8 @@
           "name": "__init__",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 58,
-          "end_line": 58,
+          "start_line": 70,
+          "end_line": 70,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -38530,11 +40923,11 @@
     {
       "name": "test_encryption_manager",
       "type": "Module",
-      "tier": "CRITICAL",
+      "tier": "STANDARD",
       "start_line": 1,
       "end_line": 126,
       "tags": {
-        "TIER": "CRITICAL",
+        "TIER": "STANDARD",
         "SEMANTICS": "encryption, security, fernet, api-keys, tests",
         "PURPOSE": "Unit tests for EncryptionManager encrypt/decrypt functionality.",
         "LAYER": "Domain",
@@ -39193,7 +41586,7 @@
       "type": "Module",
       "tier": "STANDARD",
       "start_line": 1,
-      "end_line": 215,
+      "end_line": 251,
       "tags": {
         "TIER": "STANDARD",
         "SEMANTICS": "resource-service, tests, dashboards, datasets, activity",
@@ -39328,7 +41721,7 @@
           "type": "Function",
           "tier": "STANDARD",
           "start_line": 134,
-          "end_line": 151,
+          "end_line": 153,
           "tags": {
             "TEST": "_get_git_status_for_dashboard returns None when no repo exists",
             "PRE": "GitService returns None for repo",
@@ -39367,8 +41760,8 @@
           "name": "test_get_last_task_for_resource",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 154,
-          "end_line": 183,
+          "start_line": 156,
+          "end_line": 185,
           "tags": {
             "TEST": "_get_last_task_for_resource returns most recent task for resource",
             "PRE": "tasks list with matching resource_id",
@@ -39382,22 +41775,22 @@
               {
                 "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 154
+                "line_number": 156
               },
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 154
+                "line_number": 156
               },
               {
                 "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 154
+                "line_number": 156
               },
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 154
+                "line_number": 156
               }
             ],
             "score": 0.30000000000000004
@@ -39407,8 +41800,8 @@
           "name": "test_extract_resource_name_from_task",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 186,
-          "end_line": 212,
+          "start_line": 188,
+          "end_line": 214,
           "tags": {
             "TEST": "_extract_resource_name_from_task extracts name from params",
             "PRE": "task has resource_name in params",
@@ -39422,22 +41815,102 @@
               {
                 "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 186
+                "line_number": 188
               },
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 186
+                "line_number": 188
               },
               {
                 "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 186
+                "line_number": 188
               },
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 186
+                "line_number": 188
+              }
+            ],
+            "score": 0.30000000000000004
+          }
+        },
+        {
+          "name": "test_get_last_task_for_resource_empty_tasks",
+          "type": "Function",
+          "tier": "STANDARD",
+          "start_line": 217,
+          "end_line": 228,
+          "tags": {
+            "TEST": "_get_last_task_for_resource returns None for empty tasks list",
+            "PRE": "tasks is empty list",
+            "POST": "Returns None"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [
+              {
+                "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 217
+              },
+              {
+                "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 217
+              },
+              {
+                "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 217
+              },
+              {
+                "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 217
+              }
+            ],
+            "score": 0.30000000000000004
+          }
+        },
+        {
+          "name": "test_get_last_task_for_resource_no_match",
+          "type": "Function",
+          "tier": "STANDARD",
+          "start_line": 231,
+          "end_line": 248,
+          "tags": {
+            "TEST": "_get_last_task_for_resource returns None when no tasks match resource_id",
+            "PRE": "tasks list has no matching resource_id",
+            "POST": "Returns None"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [
+              {
+                "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 231
+              },
+              {
+                "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 231
+              },
+              {
+                "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 231
+              },
+              {
+                "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
+                "severity": "WARNING",
+                "line_number": 231
               }
             ],
             "score": 0.30000000000000004
@@ -39455,7 +41928,7 @@
       "type": "Module",
       "tier": "CRITICAL",
       "start_line": 1,
-      "end_line": 157,
+      "end_line": 171,
       "tags": {
         "TIER": "CRITICAL",
         "SEMANTICS": "reports, normalization, tasks, fallback",
@@ -39546,13 +42019,17 @@
           "type": "Function",
           "tier": "STANDARD",
           "start_line": 110,
-          "end_line": 155,
+          "end_line": 169,
           "tags": {
             "PURPOSE": "Convert one Task to canonical TaskReport envelope.",
             "PRE": "task has valid id and plugin_id fields.",
             "POST": "Returns TaskReport with required fields and deterministic fallback behavior.",
             "PARAM": "task (Task) - Source task.",
-            "RETURN": "TaskReport - Canonical normalized report."
+            "RETURN": "TaskReport - Canonical normalized report.",
+            "TEST_CONTRACT": "NormalizeTaskReport ->",
+            "TEST_FIXTURE": "valid_task -> {\"task\": \"MockTask(id='1', plugin_id='superset-migration', status=TaskStatus.SUCCESS)\"}",
+            "TEST_EDGE": "unknown_plugin_type -> {\"task\": \"MockTask(plugin_id='unknown-plugin', status=TaskStatus.PENDING)\"}",
+            "TEST_INVARIANT": "deterministic_normalization -> verifies: [valid_task, task_with_error, unknown_plugin_type]"
           },
           "relations": [],
           "children": [],
@@ -39574,7 +42051,7 @@
       "type": "Module",
       "tier": "CRITICAL",
       "start_line": 1,
-      "end_line": 94,
+      "end_line": 114,
       "tags": {
         "TIER": "CRITICAL",
         "SEMANTICS": "reports, type_profiles, normalization, fallback",
@@ -39628,13 +42105,17 @@
           "type": "Function",
           "tier": "STANDARD",
           "start_line": 68,
-          "end_line": 80,
+          "end_line": 91,
           "tags": {
             "PURPOSE": "Resolve canonical task type from plugin/task identifier with guaranteed fallback.",
             "PRE": "plugin_id may be None or unknown.",
             "POST": "Always returns one of TaskType enum values.",
             "PARAM": "plugin_id (Optional[str]) - Source plugin/task identifier from task record.",
-            "RETURN": "TaskType - Resolved canonical type or UNKNOWN fallback."
+            "RETURN": "TaskType - Resolved canonical type or UNKNOWN fallback.",
+            "TEST_CONTRACT": "ResolveTaskType ->",
+            "TEST_FIXTURE": "valid_plugin -> {\"plugin_id\": \"superset-migration\"}",
+            "TEST_EDGE": "unknown_plugin -> {\"plugin_id\": \"invalid-plugin\"}",
+            "TEST_INVARIANT": "fallback_to_unknown -> verifies: [empty_plugin, none_plugin, unknown_plugin]"
           },
           "relations": [],
           "children": [],
@@ -39648,14 +42129,18 @@
           "name": "get_type_profile",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 83,
-          "end_line": 92,
+          "start_line": 94,
+          "end_line": 112,
           "tags": {
             "PURPOSE": "Return deterministic profile metadata for a task type.",
             "PRE": "task_type may be known or unknown.",
             "POST": "Returns a profile dict and never raises for unknown types.",
             "PARAM": "task_type (TaskType) - Canonical task type.",
-            "RETURN": "Dict[str, Any] - Profile metadata used by normalization and UI contracts."
+            "RETURN": "Dict[str, Any] - Profile metadata used by normalization and UI contracts.",
+            "TEST_CONTRACT": "GetTypeProfile ->",
+            "TEST_FIXTURE": "valid_profile -> {\"task_type\": \"migration\"}",
+            "TEST_EDGE": "missing_profile -> {\"task_type\": \"some_new_type\"}",
+            "TEST_INVARIANT": "always_returns_dict -> verifies: [valid_profile, missing_profile]"
           },
           "relations": [],
           "children": [],
@@ -39677,7 +42162,7 @@
       "type": "Module",
       "tier": "CRITICAL",
       "start_line": 1,
-      "end_line": 205,
+      "end_line": 218,
       "tags": {
         "TIER": "CRITICAL",
         "SEMANTICS": "reports, service, aggregation, filtering, pagination, detail",
@@ -39705,13 +42190,17 @@
           "type": "Class",
           "tier": "CRITICAL",
           "start_line": 23,
-          "end_line": 203,
+          "end_line": 216,
           "tags": {
             "PURPOSE": "Service layer for list/detail report retrieval and normalization.",
             "TIER": "CRITICAL",
             "PRE": "TaskManager dependency is initialized.",
             "POST": "Provides deterministic list/detail report responses.",
-            "INVARIANT": "Service methods are read-only over task history source."
+            "INVARIANT": "Service methods are read-only over task history source.",
+            "TEST_CONTRACT": "ReportsServiceModel ->",
+            "TEST_FIXTURE": "valid_service -> {\"task_manager\": \"MockTaskManager()\"}",
+            "TEST_EDGE": "report_not_found -> get_report_detail returns None",
+            "TEST_INVARIANT": "consistent_pagination -> verifies: [valid_service]"
           },
           "relations": [],
           "children": [
@@ -39719,8 +42208,8 @@
               "name": "__init__",
               "type": "Function",
               "tier": "CRITICAL",
-              "start_line": 30,
-              "end_line": 40,
+              "start_line": 43,
+              "end_line": 53,
               "tags": {
                 "TIER": "CRITICAL",
                 "PURPOSE": "Initialize service with TaskManager dependency.",
@@ -39741,8 +42230,8 @@
               "name": "_load_normalized_reports",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 42,
-              "end_line": 53,
+              "start_line": 55,
+              "end_line": 66,
               "tags": {
                 "PURPOSE": "Build normalized reports from all available tasks.",
                 "PRE": "Task manager returns iterable task history records.",
@@ -39762,8 +42251,8 @@
               "name": "_to_utc_datetime",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 55,
-              "end_line": 69,
+              "start_line": 68,
+              "end_line": 82,
               "tags": {
                 "PURPOSE": "Normalize naive/aware datetime values to UTC-aware datetime for safe comparisons.",
                 "PRE": "value is either datetime or None.",
@@ -39784,8 +42273,8 @@
               "name": "_datetime_sort_key",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 71,
-              "end_line": 84,
+              "start_line": 84,
+              "end_line": 97,
               "tags": {
                 "PURPOSE": "Produce stable numeric sort key for report timestamps.",
                 "PRE": "report contains updated_at datetime.",
@@ -39806,8 +42295,8 @@
               "name": "_matches_query",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 86,
-              "end_line": 114,
+              "start_line": 99,
+              "end_line": 127,
               "tags": {
                 "PURPOSE": "Apply query filtering to a report.",
                 "PRE": "report and query are normalized schema instances.",
@@ -39828,8 +42317,8 @@
               "name": "_sort_reports",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 116,
-              "end_line": 136,
+              "start_line": 129,
+              "end_line": 149,
               "tags": {
                 "PURPOSE": "Sort reports deterministically according to query settings.",
                 "PRE": "reports contains only TaskReport items.",
@@ -39850,8 +42339,8 @@
               "name": "list_reports",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 138,
-              "end_line": 164,
+              "start_line": 151,
+              "end_line": 177,
               "tags": {
                 "PURPOSE": "Return filtered, sorted, paginated report collection.",
                 "PRE": "query has passed schema validation.",
@@ -39871,8 +42360,8 @@
               "name": "get_report_detail",
               "type": "Function",
               "tier": "STANDARD",
-              "start_line": 166,
-              "end_line": 202,
+              "start_line": 179,
+              "end_line": 215,
               "tags": {
                 "PURPOSE": "Return one normalized report with timeline/diagnostics/next actions.",
                 "PRE": "report_id exists in normalized report set.",
@@ -39905,11 +42394,11 @@
     {
       "name": "test_report_service",
       "type": "Module",
-      "tier": "CRITICAL",
+      "tier": "STANDARD",
       "start_line": 1,
-      "end_line": 181,
+      "end_line": 183,
       "tags": {
-        "TIER": "CRITICAL",
+        "TIER": "STANDARD",
         "PURPOSE": "Unit tests for ReportsService list/detail operations",
         "LAYER": "Domain"
       },
@@ -40104,8 +42593,8 @@
           "name": "test_applied_filters_echoed",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 128,
-          "end_line": 128,
+          "start_line": 130,
+          "end_line": 130,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -40122,8 +42611,8 @@
           "name": "_make_service",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 140,
-          "end_line": 140,
+          "start_line": 142,
+          "end_line": 142,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -40140,8 +42629,8 @@
           "name": "test_detail_found",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 146,
-          "end_line": 146,
+          "start_line": 148,
+          "end_line": 148,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -40158,8 +42647,8 @@
           "name": "test_detail_not_found",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 153,
-          "end_line": 153,
+          "start_line": 155,
+          "end_line": 155,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -40176,8 +42665,8 @@
           "name": "test_detail_includes_timeline",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 158,
-          "end_line": 158,
+          "start_line": 160,
+          "end_line": 160,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -40194,8 +42683,8 @@
           "name": "test_detail_failed_task_has_next_actions",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 168,
-          "end_line": 168,
+          "start_line": 170,
+          "end_line": 170,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -40212,8 +42701,8 @@
           "name": "test_detail_success_task_no_error_next_actions",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 174,
-          "end_line": 174,
+          "start_line": 176,
+          "end_line": 176,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -40228,35 +42717,25 @@
         }
       ],
       "compliance": {
-        "valid": false,
+        "valid": true,
         "issues": [
           {
-            "message": "Missing Mandatory Tag: @SEMANTICS (required for CRITICAL tier)",
-            "severity": "ERROR",
-            "line_number": 1
-          },
-          {
-            "message": "Missing Mandatory Tag: @INVARIANT (required for CRITICAL tier)",
-            "severity": "ERROR",
-            "line_number": 1
-          },
-          {
-            "message": "Missing @INVARIANT tag (required for CRITICAL tier)",
-            "severity": "ERROR",
+            "message": "Missing Mandatory Tag: @SEMANTICS (required for STANDARD tier)",
+            "severity": "WARNING",
             "line_number": 1
           }
         ],
-        "score": 0.0
+        "score": 0.775
       }
     },
     {
       "name": "backend.tests.test_report_normalizer",
       "type": "Module",
-      "tier": "CRITICAL",
+      "tier": "STANDARD",
       "start_line": 1,
       "end_line": 51,
       "tags": {
-        "TIER": "CRITICAL",
+        "TIER": "STANDARD",
         "SEMANTICS": "tests, reports, normalizer, fallback",
         "PURPOSE": "Validate unknown task type fallback and partial payload normalization behavior.",
         "LAYER": "Domain (Tests)",
@@ -42160,12 +44639,62 @@
         "score": 0.7
       }
     },
+    {
+      "name": "_is_masked_or_invalid_api_key",
+      "type": "Function",
+      "tier": "STANDARD",
+      "start_line": 33,
+      "end_line": 45,
+      "tags": {
+        "PURPOSE": "Guards against placeholder or malformed API keys in runtime.",
+        "PRE": "value may be None.",
+        "POST": "Returns True when value cannot be used for authenticated provider calls."
+      },
+      "relations": [],
+      "children": [],
+      "compliance": {
+        "valid": true,
+        "issues": [
+          {
+            "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
+            "severity": "WARNING",
+            "line_number": 33
+          }
+        ],
+        "score": 0.85
+      }
+    },
+    {
+      "name": "_json_safe_value",
+      "type": "Function",
+      "tier": "STANDARD",
+      "start_line": 47,
+      "end_line": 59,
+      "tags": {
+        "PURPOSE": "Recursively normalize payload values for JSON serialization.",
+        "PRE": "value may be nested dict/list with datetime values.",
+        "POST": "datetime values are converted to ISO strings."
+      },
+      "relations": [],
+      "children": [],
+      "compliance": {
+        "valid": true,
+        "issues": [
+          {
+            "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
+            "severity": "WARNING",
+            "line_number": 47
+          }
+        ],
+        "score": 0.85
+      }
+    },
     {
       "name": "DashboardValidationPlugin",
       "type": "Class",
       "tier": "STANDARD",
-      "start_line": 33,
-      "end_line": 248,
+      "start_line": 61,
+      "end_line": 311,
       "tags": {
         "PURPOSE": "Plugin for automated dashboard health analysis using LLMs."
       },
@@ -42180,8 +44709,8 @@
           "name": "DashboardValidationPlugin.execute",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 64,
-          "end_line": 247,
+          "start_line": 92,
+          "end_line": 310,
           "tags": {
             "PURPOSE": "Executes the dashboard validation task with TaskContext support.",
             "PARAM": "context (Optional[TaskContext]) - Task context for logging with source attribution.",
@@ -42204,7 +44733,7 @@
           {
             "message": "Missing Mandatory Tag: @TIER (required for STANDARD tier)",
             "severity": "WARNING",
-            "line_number": 33
+            "line_number": 61
           }
         ],
         "score": 0.7
@@ -42214,8 +44743,8 @@
       "name": "DocumentationPlugin",
       "type": "Class",
       "tier": "STANDARD",
-      "start_line": 250,
-      "end_line": 405,
+      "start_line": 313,
+      "end_line": 467,
       "tags": {
         "PURPOSE": "Plugin for automated dataset documentation using LLMs."
       },
@@ -42230,8 +44759,8 @@
           "name": "DocumentationPlugin.execute",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 281,
-          "end_line": 404,
+          "start_line": 344,
+          "end_line": 466,
           "tags": {
             "PURPOSE": "Executes the dataset documentation task with TaskContext support.",
             "PARAM": "context (Optional[TaskContext]) - Task context for logging with source attribution.",
@@ -42254,7 +44783,7 @@
           {
             "message": "Missing Mandatory Tag: @TIER (required for STANDARD tier)",
             "severity": "WARNING",
-            "line_number": 250
+            "line_number": 313
           }
         ],
         "score": 0.7
@@ -42265,7 +44794,7 @@
       "type": "Module",
       "tier": "TRIVIAL",
       "start_line": 1,
-      "end_line": 407,
+      "end_line": 469,
       "tags": {
         "PURPOSE": "Auto-generated module for backend/src/plugins/llm_analysis/plugin.py",
         "TIER": "TRIVIAL",
@@ -42277,8 +44806,8 @@
           "name": "id",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 38,
-          "end_line": 38,
+          "start_line": 66,
+          "end_line": 66,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -42295,8 +44824,8 @@
           "name": "name",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 42,
-          "end_line": 42,
+          "start_line": 70,
+          "end_line": 70,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -42313,8 +44842,8 @@
           "name": "description",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 46,
-          "end_line": 46,
+          "start_line": 74,
+          "end_line": 74,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -42331,8 +44860,8 @@
           "name": "version",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 50,
-          "end_line": 50,
+          "start_line": 78,
+          "end_line": 78,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -42349,8 +44878,8 @@
           "name": "get_schema",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 53,
-          "end_line": 53,
+          "start_line": 81,
+          "end_line": 81,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -42367,8 +44896,8 @@
           "name": "execute",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 71,
-          "end_line": 71,
+          "start_line": 99,
+          "end_line": 99,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -42385,8 +44914,8 @@
           "name": "id",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 255,
-          "end_line": 255,
+          "start_line": 318,
+          "end_line": 318,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -42403,8 +44932,8 @@
           "name": "name",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 259,
-          "end_line": 259,
+          "start_line": 322,
+          "end_line": 322,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -42421,8 +44950,8 @@
           "name": "description",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 263,
-          "end_line": 263,
+          "start_line": 326,
+          "end_line": 326,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -42439,8 +44968,8 @@
           "name": "version",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 267,
-          "end_line": 267,
+          "start_line": 330,
+          "end_line": 330,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -42457,8 +44986,8 @@
           "name": "get_schema",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 270,
-          "end_line": 270,
+          "start_line": 333,
+          "end_line": 333,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -42475,8 +45004,8 @@
           "name": "execute",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 288,
-          "end_line": 288,
+          "start_line": 351,
+          "end_line": 351,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -42500,8 +45029,8 @@
       "name": "ScreenshotService",
       "type": "Class",
       "tier": "STANDARD",
-      "start_line": 25,
-      "end_line": 415,
+      "start_line": 26,
+      "end_line": 416,
       "tags": {
         "PURPOSE": "Handles capturing screenshots of Superset dashboards."
       },
@@ -42511,8 +45040,8 @@
           "name": "ScreenshotService.__init__",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 28,
-          "end_line": 33,
+          "start_line": 29,
+          "end_line": 34,
           "tags": {
             "PURPOSE": "Initializes the ScreenshotService with environment configuration.",
             "PRE": "env is a valid Environment object."
@@ -42525,12 +45054,12 @@
               {
                 "message": "Missing Mandatory Tag: @POST (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 28
+                "line_number": 29
               },
               {
                 "message": "Missing Mandatory Tag: @POST (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 28
+                "line_number": 29
               }
             ],
             "score": 0.6
@@ -42540,8 +45069,8 @@
           "name": "ScreenshotService.capture_dashboard",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 35,
-          "end_line": 414,
+          "start_line": 36,
+          "end_line": 415,
           "tags": {
             "PURPOSE": "Captures a full-page screenshot of a dashboard using Playwright and CDP.",
             "PRE": "dashboard_id is a valid string, output_path is a writable path.",
@@ -42564,7 +45093,7 @@
           {
             "message": "Missing Mandatory Tag: @TIER (required for STANDARD tier)",
             "severity": "WARNING",
-            "line_number": 25
+            "line_number": 26
           }
         ],
         "score": 0.7
@@ -42574,8 +45103,8 @@
       "name": "LLMClient",
       "type": "Class",
       "tier": "STANDARD",
-      "start_line": 417,
-      "end_line": 653,
+      "start_line": 418,
+      "end_line": 669,
       "tags": {
         "PURPOSE": "Wrapper for LLM provider APIs."
       },
@@ -42585,8 +45114,8 @@
           "name": "LLMClient.__init__",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 420,
-          "end_line": 438,
+          "start_line": 421,
+          "end_line": 454,
           "tags": {
             "PURPOSE": "Initializes the LLMClient with provider settings.",
             "PRE": "api_key, base_url, and default_model are non-empty strings."
@@ -42599,12 +45128,12 @@
               {
                 "message": "Missing Mandatory Tag: @POST (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 420
+                "line_number": 421
               },
               {
                 "message": "Missing Mandatory Tag: @POST (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 420
+                "line_number": 421
               }
             ],
             "score": 0.6
@@ -42614,8 +45143,8 @@
           "name": "LLMClient._supports_json_response_format",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 440,
-          "end_line": 458,
+          "start_line": 456,
+          "end_line": 474,
           "tags": {
             "PURPOSE": "Detect whether provider/model is likely compatible with response_format=json_object.",
             "PRE": "Client initialized with base_url and default_model.",
@@ -42629,12 +45158,12 @@
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 440
+                "line_number": 456
               },
               {
                 "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
                 "severity": "WARNING",
-                "line_number": 440
+                "line_number": 456
               }
             ],
             "score": 0.7
@@ -42644,8 +45173,8 @@
           "name": "LLMClient.get_json_completion",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 460,
-          "end_line": 580,
+          "start_line": 476,
+          "end_line": 596,
           "tags": {
             "PURPOSE": "Helper to handle LLM calls with JSON mode and fallback parsing.",
             "PRE": "messages is a list of valid message dictionaries.",
@@ -42664,8 +45193,8 @@
           "name": "LLMClient.analyze_dashboard",
           "type": "Function",
           "tier": "STANDARD",
-          "start_line": 582,
-          "end_line": 652,
+          "start_line": 598,
+          "end_line": 668,
           "tags": {
             "PURPOSE": "Sends dashboard data (screenshot + logs) to LLM for health analysis.",
             "PRE": "screenshot_path exists, logs is a list of strings.",
@@ -42687,7 +45216,7 @@
           {
             "message": "Missing Mandatory Tag: @TIER (required for STANDARD tier)",
             "severity": "WARNING",
-            "line_number": 417
+            "line_number": 418
           }
         ],
         "score": 0.7
@@ -42698,7 +45227,7 @@
       "type": "Module",
       "tier": "TRIVIAL",
       "start_line": 1,
-      "end_line": 655,
+      "end_line": 671,
       "tags": {
         "PURPOSE": "Auto-generated module for backend/src/plugins/llm_analysis/service.py",
         "TIER": "TRIVIAL",
@@ -42710,8 +45239,8 @@
           "name": "__init__",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 31,
-          "end_line": 31,
+          "start_line": 32,
+          "end_line": 32,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -42728,8 +45257,8 @@
           "name": "capture_dashboard",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 44,
-          "end_line": 44,
+          "start_line": 45,
+          "end_line": 45,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -42746,8 +45275,8 @@
           "name": "switch_tabs",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 254,
-          "end_line": 254,
+          "start_line": 255,
+          "end_line": 255,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -42764,8 +45293,8 @@
           "name": "__init__",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 423,
-          "end_line": 423,
+          "start_line": 424,
+          "end_line": 424,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -42782,8 +45311,8 @@
           "name": "_supports_json_response_format",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 444,
-          "end_line": 444,
+          "start_line": 460,
+          "end_line": 460,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -42800,8 +45329,8 @@
           "name": "_should_retry",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 465,
-          "end_line": 465,
+          "start_line": 481,
+          "end_line": 481,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -42818,8 +45347,8 @@
           "name": "get_json_completion",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 479,
-          "end_line": 479,
+          "start_line": 495,
+          "end_line": 495,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -42836,8 +45365,8 @@
           "name": "analyze_dashboard",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 587,
-          "end_line": 587,
+          "start_line": 603,
+          "end_line": 603,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -45472,98 +48001,446 @@
       "type": "Module",
       "tier": "STANDARD",
       "start_line": 1,
-      "end_line": 73,
+      "end_line": 366,
       "tags": {
         "TIER": "STANDARD",
-        "PURPOSE": "Contract-driven tests for Dashboard Hub API",
+        "PURPOSE": "Comprehensive contract-driven tests for Dashboard Hub API",
         "LAYER": "Domain (Tests)",
-        "SEMANTICS": "tests, dashboards, api, contract"
+        "SEMANTICS": "tests, dashboards, api, contract, remediation",
+        "TEST_FIXTURE": "expected_count: 1"
       },
-      "relations": [
-        {
-          "type": "TESTS",
-          "target": "backend.src.api.routes.dashboards"
-        }
-      ],
+      "relations": [],
       "children": [
         {
-          "name": "test_get_dashboards_success",
+          "name": "mock_deps",
           "type": "Function",
-          "tier": "STANDARD",
-          "start_line": 15,
-          "end_line": 53,
+          "tier": "TRIVIAL",
+          "start_line": 23,
+          "end_line": 23,
           "tags": {
-            "TEST": "GET /api/dashboards returns 200 and valid schema",
-            "PRE": "env_id exists",
-            "POST": "Response matches DashboardsResponse schema"
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
           },
           "relations": [],
           "children": [],
           "compliance": {
             "valid": true,
-            "issues": [
-              {
-                "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
-                "severity": "WARNING",
-                "line_number": 15
-              },
-              {
-                "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
-                "severity": "WARNING",
-                "line_number": 15
-              },
-              {
-                "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
-                "severity": "WARNING",
-                "line_number": 15
-              },
-              {
-                "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
-                "severity": "WARNING",
-                "line_number": 15
-              }
-            ],
-            "score": 0.30000000000000004
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "test_get_dashboards_success",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 54,
+          "end_line": 54,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "test_get_dashboards_with_search",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 83,
+          "end_line": 83,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "test_get_dashboards_empty",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 99,
+          "end_line": 99,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "test_get_dashboards_superset_failure",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 115,
+          "end_line": 115,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
           }
         },
         {
           "name": "test_get_dashboards_env_not_found",
           "type": "Function",
-          "tier": "STANDARD",
-          "start_line": 55,
-          "end_line": 71,
+          "tier": "TRIVIAL",
+          "start_line": 129,
+          "end_line": 129,
           "tags": {
-            "TEST": "GET /api/dashboards returns 404 if env_id missing",
-            "PRE": "env_id does not exist",
-            "POST": "Returns 404 error"
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
           },
           "relations": [],
           "children": [],
           "compliance": {
             "valid": true,
-            "issues": [
-              {
-                "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
-                "severity": "WARNING",
-                "line_number": 55
-              },
-              {
-                "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
-                "severity": "WARNING",
-                "line_number": 55
-              },
-              {
-                "message": "Missing Mandatory Tag: @PURPOSE (required for STANDARD tier)",
-                "severity": "WARNING",
-                "line_number": 55
-              },
-              {
-                "message": "Missing Belief State Logging: Function should use belief_scope / molecular methods (required for STANDARD tier)",
-                "severity": "WARNING",
-                "line_number": 55
-              }
-            ],
-            "score": 0.30000000000000004
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "test_get_dashboards_invalid_pagination",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 135,
+          "end_line": 135,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "test_get_database_mappings_success",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 152,
+          "end_line": 152,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "test_get_database_mappings_env_not_found",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 167,
+          "end_line": 167,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "test_get_dashboard_detail_success",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 174,
+          "end_line": 174,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "test_get_dashboard_detail_env_not_found",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 194,
+          "end_line": 194,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "test_get_dashboard_tasks_history_success",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 201,
+          "end_line": 201,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "test_get_dashboard_tasks_history_sorting",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 213,
+          "end_line": 213,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "test_get_dashboard_thumbnail_success",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 240,
+          "end_line": 240,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "test_get_dashboard_thumbnail_env_not_found",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 253,
+          "end_line": 253,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "test_get_dashboard_thumbnail_202",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 258,
+          "end_line": 258,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "test_migrate_dashboards_success",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 279,
+          "end_line": 279,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "test_migrate_dashboards_pre_checks",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 291,
+          "end_line": 291,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "test_migrate_dashboards_env_not_found",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 299,
+          "end_line": 299,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "test_backup_dashboards_success",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 310,
+          "end_line": 310,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "test_backup_dashboards_pre_checks",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 321,
+          "end_line": 321,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "test_backup_dashboards_env_not_found",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 327,
+          "end_line": 327,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "test_backup_dashboards_with_schedule",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 336,
+          "end_line": 336,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "test_task_matches_dashboard_logic",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 356,
+          "end_line": 356,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
           }
         }
       ],
@@ -45578,7 +48455,7 @@
       "type": "Test",
       "tier": "STANDARD",
       "start_line": 9,
-      "end_line": 78,
+      "end_line": 82,
       "tags": {
         "PURPOSE": "Verify GET /api/dashboards contract compliance",
         "TEST": "Search filter works"
@@ -45595,8 +48472,8 @@
       "name": "test_datasets_api",
       "type": "Test",
       "tier": "STANDARD",
-      "start_line": 80,
-      "end_line": 123,
+      "start_line": 84,
+      "end_line": 127,
       "tags": {
         "PURPOSE": "Verify GET /api/datasets contract compliance",
         "TEST": "Negative - Service failure returns 503"
@@ -45609,12 +48486,30 @@
         "score": 1.0
       }
     },
+    {
+      "name": "test_pagination_boundaries",
+      "type": "Test",
+      "tier": "STANDARD",
+      "start_line": 130,
+      "end_line": 156,
+      "tags": {
+        "PURPOSE": "Verify pagination validation for GET endpoints",
+        "TEST": "page<1 and page_size>100 return 400"
+      },
+      "relations": [],
+      "children": [],
+      "compliance": {
+        "valid": true,
+        "issues": [],
+        "score": 1.0
+      }
+    },
     {
       "name": "test_resource_hubs",
       "type": "Module",
       "tier": "TRIVIAL",
       "start_line": 1,
-      "end_line": 123,
+      "end_line": 156,
       "tags": {
         "PURPOSE": "Auto-generated module for backend/tests/test_resource_hubs.py",
         "TIER": "TRIVIAL",
@@ -45644,8 +48539,8 @@
           "name": "test_get_dashboards_success",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 58,
-          "end_line": 58,
+          "start_line": 62,
+          "end_line": 62,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -45662,24 +48557,6 @@
           "name": "test_get_dashboards_not_found",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 67,
-          "end_line": 67,
-          "tags": {
-            "PURPOSE": "Auto-detected function (orphan)",
-            "TIER": "TRIVIAL"
-          },
-          "relations": [],
-          "children": [],
-          "compliance": {
-            "valid": true,
-            "issues": [],
-            "score": 1.0
-          }
-        },
-        {
-          "name": "test_get_dashboards_search",
-          "type": "Function",
-          "tier": "TRIVIAL",
           "start_line": 71,
           "end_line": 71,
           "tags": {
@@ -45694,12 +48571,30 @@
             "score": 1.0
           }
         },
+        {
+          "name": "test_get_dashboards_search",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 75,
+          "end_line": 75,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
         {
           "name": "test_get_datasets_success",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 87,
-          "end_line": 87,
+          "start_line": 91,
+          "end_line": 91,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"
@@ -45716,24 +48611,6 @@
           "name": "test_get_datasets_not_found",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 100,
-          "end_line": 100,
-          "tags": {
-            "PURPOSE": "Auto-detected function (orphan)",
-            "TIER": "TRIVIAL"
-          },
-          "relations": [],
-          "children": [],
-          "compliance": {
-            "valid": true,
-            "issues": [],
-            "score": 1.0
-          }
-        },
-        {
-          "name": "test_get_datasets_search",
-          "type": "Function",
-          "tier": "TRIVIAL",
           "start_line": 104,
           "end_line": 104,
           "tags": {
@@ -45748,12 +48625,102 @@
             "score": 1.0
           }
         },
+        {
+          "name": "test_get_datasets_search",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 108,
+          "end_line": 108,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
         {
           "name": "test_get_datasets_service_failure",
           "type": "Function",
           "tier": "TRIVIAL",
-          "start_line": 116,
-          "end_line": 116,
+          "start_line": 120,
+          "end_line": 120,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "test_get_dashboards_pagination_zero_page",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 134,
+          "end_line": 134,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "test_get_dashboards_pagination_oversize",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 140,
+          "end_line": 140,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "test_get_datasets_pagination_zero_page",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 146,
+          "end_line": 146,
+          "tags": {
+            "PURPOSE": "Auto-detected function (orphan)",
+            "TIER": "TRIVIAL"
+          },
+          "relations": [],
+          "children": [],
+          "compliance": {
+            "valid": true,
+            "issues": [],
+            "score": 1.0
+          }
+        },
+        {
+          "name": "test_get_datasets_pagination_oversize",
+          "type": "Function",
+          "tier": "TRIVIAL",
+          "start_line": 151,
+          "end_line": 151,
           "tags": {
             "PURPOSE": "Auto-detected function (orphan)",
             "TIER": "TRIVIAL"