chat worked

backend/src/api/routes/__tests__/test_assistant_api.py

@@ -368,4 +368,27 @@ def test_status_query_without_task_id_returns_latest_user_task():
 
 
 # [/DEF:test_status_query_without_task_id_returns_latest_user_task:Function]
+# [DEF:test_llm_validation_missing_dashboard_returns_needs_clarification:Function]
+# @PURPOSE: LLM validation command without resolvable dashboard id must request clarification instead of generic failure.
+# @PRE: Command intent resolves to run_llm_validation but dashboard id cannot be inferred.
+# @POST: Assistant response state is needs_clarification with guidance text.
+def test_llm_validation_missing_dashboard_returns_needs_clarification():
+    _clear_assistant_state()
+    response = _run_async(
+        assistant_module.send_message(
+            request=assistant_module.AssistantMessageRequest(
+                message="Я хочу сделать валидацию дашборда test1"
+            ),
+            current_user=_admin_user(),
+            task_manager=_FakeTaskManager(),
+            config_manager=_FakeConfigManager(),
+            db=_FakeDb(),
+        )
+    )
+
+    assert response.state == "needs_clarification"
+    assert "Укажите" in response.text or "Missing dashboard_id" in response.text
+
+
+# [/DEF:test_llm_validation_missing_dashboard_returns_needs_clarification:Function]
 # [/DEF:backend.src.api.routes.__tests__.test_assistant_api:Module]

backend/src/api/routes/assistant.py

@@ -9,6 +9,7 @@
 
 from __future__ import annotations
 
+import json
 import re
 import uuid
 from datetime import datetime, timedelta
@@ -26,6 +27,9 @@ from ...core.config_manager import ConfigManager
 from ...core.database import get_db
 from ...services.git_service import GitService
 from ...services.llm_provider import LLMProviderService
+from ...core.superset_client import SupersetClient
+from ...plugins.llm_analysis.service import LLMClient
+from ...plugins.llm_analysis.models import LLMProviderType
 from ...schemas.auth import User
 from ...models.assistant import (
     AssistantAuditRecord,
@@ -100,6 +104,17 @@ USER_ACTIVE_CONVERSATION: Dict[str, str] = {}
 CONFIRMATIONS: Dict[str, ConfirmationRecord] = {}
 ASSISTANT_AUDIT: Dict[str, List[Dict[str, Any]]] = {}
 
+INTENT_PERMISSION_CHECKS: Dict[str, List[Tuple[str, str]]] = {
+    "get_task_status": [("tasks", "READ")],
+    "create_branch": [("plugin:git", "EXECUTE")],
+    "commit_changes": [("plugin:git", "EXECUTE")],
+    "deploy_dashboard": [("plugin:git", "EXECUTE")],
+    "execute_migration": [("plugin:migration", "EXECUTE"), ("plugin:superset-migration", "EXECUTE")],
+    "run_backup": [("plugin:superset-backup", "EXECUTE"), ("plugin:backup", "EXECUTE")],
+    "run_llm_validation": [("plugin:llm_dashboard_validation", "EXECUTE")],
+    "run_llm_documentation": [("plugin:llm_documentation", "EXECUTE")],
+}
+
 
 # [DEF:_append_history:Function]
 # @PURPOSE: Append conversation message to in-memory history buffer.
@@ -387,6 +402,69 @@ def _resolve_provider_id(provider_token: Optional[str], db: Session) -> Optional
 # [/DEF:_resolve_provider_id:Function]
 
 
+# [DEF:_get_default_environment_id:Function]
+# @PURPOSE: Resolve default environment id from settings or first configured environment.
+# @PRE: config_manager returns environments list.
+# @POST: Returns default environment id or None when environment list is empty.
+def _get_default_environment_id(config_manager: ConfigManager) -> Optional[str]:
+    configured = config_manager.get_environments()
+    if not configured:
+        return None
+    preferred = None
+    if hasattr(config_manager, "get_config"):
+        try:
+            preferred = config_manager.get_config().settings.default_environment_id
+        except Exception:
+            preferred = None
+    if preferred and any(env.id == preferred for env in configured):
+        return preferred
+    explicit_default = next((env.id for env in configured if getattr(env, "is_default", False)), None)
+    return explicit_default or configured[0].id
+# [/DEF:_get_default_environment_id:Function]
+
+
+# [DEF:_resolve_dashboard_id_by_ref:Function]
+# @PURPOSE: Resolve dashboard id by title or slug reference in selected environment.
+# @PRE: dashboard_ref is a non-empty string-like token.
+# @POST: Returns dashboard id when uniquely matched, otherwise None.
+def _resolve_dashboard_id_by_ref(
+    dashboard_ref: Optional[str],
+    env_id: Optional[str],
+    config_manager: ConfigManager,
+) -> Optional[int]:
+    if not dashboard_ref or not env_id:
+        return None
+    env = next((item for item in config_manager.get_environments() if item.id == env_id), None)
+    if not env:
+        return None
+
+    needle = dashboard_ref.strip().lower()
+    try:
+        client = SupersetClient(env)
+        _, dashboards = client.get_dashboards(query={"page_size": 200})
+    except Exception as exc:
+        logger.warning(f"[assistant.dashboard_resolve][failed] ref={dashboard_ref} env={env_id} error={exc}")
+        return None
+
+    exact = next(
+        (
+            d for d in dashboards
+            if str(d.get("slug", "")).lower() == needle
+            or str(d.get("dashboard_title", "")).lower() == needle
+            or str(d.get("title", "")).lower() == needle
+        ),
+        None,
+    )
+    if exact:
+        return int(exact.get("id"))
+
+    partial = [d for d in dashboards if needle in str(d.get("dashboard_title", d.get("title", ""))).lower()]
+    if len(partial) == 1 and partial[0].get("id") is not None:
+        return int(partial[0]["id"])
+    return None
+# [/DEF:_resolve_dashboard_id_by_ref:Function]
+
+
 # [DEF:_parse_command:Function]
 # @PURPOSE: Deterministically parse RU/EN command text into intent payload.
 # @PRE: message contains raw user text and config manager resolves environments.
@@ -396,6 +474,10 @@ def _parse_command(message: str, config_manager: ConfigManager) -> Dict[str, Any
     lower = text.lower()
 
     dashboard_id = _extract_id(lower, [r"(?:дашборд\w*|dashboard)\s*(?:id\s*)?(\d+)"])
+    dashboard_ref = _extract_id(
+        lower,
+        [r"(?:дашборд\w*|dashboard)\s*(?:id\s*)?([a-zа-я0-9._-]+)"],
+    )
     dataset_id = _extract_id(lower, [r"(?:датасет\w*|dataset)\s*(?:id\s*)?(\d+)"])
     # Accept short and long task ids (e.g., task-1, task-abc123, UUIDs).
     task_id = _extract_id(lower, [r"(task[-_a-z0-9]{1,}|[0-9a-f]{8}-[0-9a-f-]{27,})"])
@@ -500,6 +582,7 @@ def _parse_command(message: str, config_manager: ConfigManager) -> Dict[str, Any
             "operation": "run_llm_validation",
             "entities": {
                 "dashboard_id": int(dashboard_id) if dashboard_id else None,
+                "dashboard_ref": dashboard_ref if (dashboard_ref and not dashboard_ref.isdigit()) else None,
                 "environment": env_match,
                 "provider": provider_match,
             },
@@ -553,24 +636,272 @@ def _check_any_permission(current_user: User, checks: List[Tuple[str, str]]):
 # [/DEF:_check_any_permission:Function]
 
 
+# [DEF:_has_any_permission:Function]
+# @PURPOSE: Check whether user has at least one permission tuple from the provided list.
+# @PRE: current_user and checks list are valid.
+# @POST: Returns True when at least one permission check passes.
+def _has_any_permission(current_user: User, checks: List[Tuple[str, str]]) -> bool:
+    try:
+        _check_any_permission(current_user, checks)
+        return True
+    except HTTPException:
+        return False
+# [/DEF:_has_any_permission:Function]
+
+
+# [DEF:_build_tool_catalog:Function]
+# @PURPOSE: Build current-user tool catalog for LLM planner with operation contracts and defaults.
+# @PRE: current_user is authenticated; config/db are available.
+# @POST: Returns list of executable tools filtered by permission and runtime availability.
+def _build_tool_catalog(current_user: User, config_manager: ConfigManager, db: Session) -> List[Dict[str, Any]]:
+    envs = config_manager.get_environments()
+    default_env_id = _get_default_environment_id(config_manager)
+    providers = LLMProviderService(db).get_all_providers()
+    active_provider = next((p.id for p in providers if p.is_active), None)
+    fallback_provider = active_provider or (providers[0].id if providers else None)
+
+    candidates: List[Dict[str, Any]] = [
+        {
+            "operation": "get_task_status",
+            "domain": "status",
+            "description": "Get task status by task_id or latest user task",
+            "required_entities": [],
+            "optional_entities": ["task_id"],
+            "risk_level": "safe",
+            "requires_confirmation": False,
+        },
+        {
+            "operation": "create_branch",
+            "domain": "git",
+            "description": "Create git branch for dashboard",
+            "required_entities": ["dashboard_id", "branch_name"],
+            "optional_entities": [],
+            "risk_level": "guarded",
+            "requires_confirmation": False,
+        },
+        {
+            "operation": "commit_changes",
+            "domain": "git",
+            "description": "Commit dashboard repository changes",
+            "required_entities": ["dashboard_id"],
+            "optional_entities": ["message"],
+            "risk_level": "guarded",
+            "requires_confirmation": False,
+        },
+        {
+            "operation": "deploy_dashboard",
+            "domain": "git",
+            "description": "Deploy dashboard to target environment",
+            "required_entities": ["dashboard_id", "environment"],
+            "optional_entities": [],
+            "risk_level": "guarded",
+            "requires_confirmation": False,
+        },
+        {
+            "operation": "execute_migration",
+            "domain": "migration",
+            "description": "Run dashboard migration between environments",
+            "required_entities": ["dashboard_id", "source_env", "target_env"],
+            "optional_entities": [],
+            "risk_level": "guarded",
+            "requires_confirmation": False,
+        },
+        {
+            "operation": "run_backup",
+            "domain": "backup",
+            "description": "Run backup for environment or specific dashboard",
+            "required_entities": ["environment"],
+            "optional_entities": ["dashboard_id"],
+            "risk_level": "guarded",
+            "requires_confirmation": False,
+        },
+        {
+            "operation": "run_llm_validation",
+            "domain": "llm",
+            "description": "Run LLM dashboard validation",
+            "required_entities": ["dashboard_id"],
+            "optional_entities": ["dashboard_ref", "environment", "provider"],
+            "defaults": {"environment": default_env_id, "provider": fallback_provider},
+            "risk_level": "guarded",
+            "requires_confirmation": False,
+        },
+        {
+            "operation": "run_llm_documentation",
+            "domain": "llm",
+            "description": "Generate dataset documentation via LLM",
+            "required_entities": ["dataset_id"],
+            "optional_entities": ["environment", "provider"],
+            "defaults": {"environment": default_env_id, "provider": fallback_provider},
+            "risk_level": "guarded",
+            "requires_confirmation": False,
+        },
+    ]
+
+    available: List[Dict[str, Any]] = []
+    for tool in candidates:
+        checks = INTENT_PERMISSION_CHECKS.get(tool["operation"], [])
+        if checks and not _has_any_permission(current_user, checks):
+            continue
+        available.append(tool)
+    return available
+# [/DEF:_build_tool_catalog:Function]
+
+
+# [DEF:_coerce_intent_entities:Function]
+# @PURPOSE: Normalize intent entity value types from LLM output to route-compatible values.
+# @PRE: intent contains entities dict or missing entities.
+# @POST: Returned intent has numeric ids coerced where possible and string values stripped.
+def _coerce_intent_entities(intent: Dict[str, Any]) -> Dict[str, Any]:
+    entities = intent.get("entities")
+    if not isinstance(entities, dict):
+        intent["entities"] = {}
+        entities = intent["entities"]
+    for key in ("dashboard_id", "dataset_id"):
+        value = entities.get(key)
+        if isinstance(value, str) and value.strip().isdigit():
+            entities[key] = int(value.strip())
+    for key, value in list(entities.items()):
+        if isinstance(value, str):
+            entities[key] = value.strip()
+    return intent
+# [/DEF:_coerce_intent_entities:Function]
+
+
+# [DEF:_clarification_text_for_intent:Function]
+# @PURPOSE: Convert technical missing-parameter errors into user-facing clarification prompts.
+# @PRE: state was classified as needs_clarification for current intent/error combination.
+# @POST: Returned text is human-readable and actionable for target operation.
+def _clarification_text_for_intent(intent: Optional[Dict[str, Any]], detail_text: str) -> str:
+    operation = (intent or {}).get("operation")
+    guidance_by_operation: Dict[str, str] = {
+        "run_llm_validation": (
+            "Нужно уточнение для запуска LLM-валидации: Укажите дашборд (id или slug), окружение и провайдер LLM."
+        ),
+        "run_llm_documentation": (
+            "Нужно уточнение для генерации документации: Укажите dataset_id, окружение и провайдер LLM."
+        ),
+        "create_branch": "Нужно уточнение: укажите dashboard_id и имя ветки.",
+        "commit_changes": "Нужно уточнение: укажите dashboard_id для коммита.",
+        "deploy_dashboard": "Нужно уточнение: укажите dashboard_id и целевое окружение.",
+        "execute_migration": "Нужно уточнение: укажите dashboard_id, source_env и target_env.",
+        "run_backup": "Нужно уточнение: укажите окружение для бэкапа.",
+    }
+    return guidance_by_operation.get(operation, detail_text)
+# [/DEF:_clarification_text_for_intent:Function]
+
+
+# [DEF:_plan_intent_with_llm:Function]
+# @PURPOSE: Use active LLM provider to select best tool/operation from dynamic catalog.
+# @PRE: tools list contains allowed operations for current user.
+# @POST: Returns normalized intent dict when planning succeeds; otherwise None.
+async def _plan_intent_with_llm(
+    message: str,
+    tools: List[Dict[str, Any]],
+    db: Session,
+    config_manager: ConfigManager,
+) -> Optional[Dict[str, Any]]:
+    if not tools:
+        return None
+
+    llm_service = LLMProviderService(db)
+    providers = llm_service.get_all_providers()
+    provider = next((p for p in providers if p.is_active), None)
+    if not provider:
+        return None
+    api_key = llm_service.get_decrypted_api_key(provider.id)
+    if not api_key:
+        return None
+
+    planner = LLMClient(
+        provider_type=LLMProviderType(provider.provider_type),
+        api_key=api_key,
+        base_url=provider.base_url,
+        default_model=provider.default_model,
+    )
+
+    system_instruction = (
+        "You are a deterministic intent planner for backend tools.\n"
+        "Choose exactly one operation from available_tools or return clarify.\n"
+        "Output strict JSON object:\n"
+        "{"
+        "\"domain\": string, "
+        "\"operation\": string, "
+        "\"entities\": object, "
+        "\"confidence\": number, "
+        "\"risk_level\": \"safe\"|\"guarded\"|\"dangerous\", "
+        "\"requires_confirmation\": boolean"
+        "}\n"
+        "Rules:\n"
+        "- Use only operation names from available_tools.\n"
+        "- If input is ambiguous, operation must be \"clarify\" with low confidence.\n"
+        "- Keep entities minimal and factual.\n"
+    )
+    payload = {
+        "available_tools": tools,
+        "user_message": message,
+        "known_environments": [{"id": e.id, "name": e.name} for e in config_manager.get_environments()],
+    }
+    try:
+        response = await planner.get_json_completion(
+            [
+                {"role": "system", "content": system_instruction},
+                {"role": "user", "content": json.dumps(payload, ensure_ascii=False)},
+            ]
+        )
+    except Exception as exc:
+        logger.warning(f"[assistant.planner][fallback] LLM planner unavailable: {exc}")
+        return None
+    if not isinstance(response, dict):
+        return None
+
+    operation = response.get("operation")
+    valid_ops = {tool["operation"] for tool in tools}
+    if operation == "clarify":
+        return {
+            "domain": "unknown",
+            "operation": "clarify",
+            "entities": {},
+            "confidence": float(response.get("confidence", 0.3)),
+            "risk_level": "safe",
+            "requires_confirmation": False,
+        }
+    if operation not in valid_ops:
+        return None
+
+    by_operation = {tool["operation"]: tool for tool in tools}
+    selected = by_operation[operation]
+    intent = {
+        "domain": response.get("domain") or selected["domain"],
+        "operation": operation,
+        "entities": response.get("entities", {}),
+        "confidence": float(response.get("confidence", 0.75)),
+        "risk_level": response.get("risk_level") or selected["risk_level"],
+        "requires_confirmation": bool(response.get("requires_confirmation", selected["requires_confirmation"])),
+    }
+    intent = _coerce_intent_entities(intent)
+
+    defaults = selected.get("defaults") or {}
+    for key, value in defaults.items():
+        if value and not intent["entities"].get(key):
+            intent["entities"][key] = value
+
+    if operation in {"deploy_dashboard", "execute_migration"}:
+        env_token = intent["entities"].get("environment") or intent["entities"].get("target_env")
+        if _is_production_env(env_token, config_manager):
+            intent["risk_level"] = "dangerous"
+            intent["requires_confirmation"] = True
+    return intent
+# [/DEF:_plan_intent_with_llm:Function]
+
+
 # [DEF:_authorize_intent:Function]
 # @PURPOSE: Validate user permissions for parsed intent before confirmation/dispatch.
 # @PRE: intent.operation is present for known assistant command domains.
 # @POST: Returns if authorized; raises HTTPException(403) when denied.
 def _authorize_intent(intent: Dict[str, Any], current_user: User):
     operation = intent.get("operation")
-    checks_map: Dict[str, List[Tuple[str, str]]] = {
+    if operation in INTENT_PERMISSION_CHECKS:
-        "get_task_status": [("tasks", "READ")],
+        _check_any_permission(current_user, INTENT_PERMISSION_CHECKS[operation])
-        "create_branch": [("plugin:git", "EXECUTE")],
-        "commit_changes": [("plugin:git", "EXECUTE")],
-        "deploy_dashboard": [("plugin:git", "EXECUTE")],
-        "execute_migration": [("plugin:migration", "EXECUTE"), ("plugin:superset-migration", "EXECUTE")],
-        "run_backup": [("plugin:superset-backup", "EXECUTE"), ("plugin:backup", "EXECUTE")],
-        "run_llm_validation": [("plugin:llm_dashboard_validation", "EXECUTE")],
-        "run_llm_documentation": [("plugin:llm_documentation", "EXECUTE")],
-    }
-    if operation in checks_map:
-        _check_any_permission(current_user, checks_map[operation])
 # [/DEF:_authorize_intent:Function]
 
 
@@ -708,11 +1039,20 @@ async def _dispatch_intent(
 
     if operation == "run_llm_validation":
         _check_any_permission(current_user, [("plugin:llm_dashboard_validation", "EXECUTE")])
+        env_id = _resolve_env_id(entities.get("environment"), config_manager) or _get_default_environment_id(config_manager)
         dashboard_id = entities.get("dashboard_id")
-        env_id = _resolve_env_id(entities.get("environment"), config_manager)
+        if not dashboard_id:
+            dashboard_id = _resolve_dashboard_id_by_ref(
+                entities.get("dashboard_ref"),
+                env_id,
+                config_manager,
+            )
         provider_id = _resolve_provider_id(entities.get("provider"), db)
         if not dashboard_id or not env_id or not provider_id:
-            raise HTTPException(status_code=400, detail="Missing dashboard_id/environment/provider")
+            raise HTTPException(
+                status_code=422,
+                detail="Missing dashboard_id/environment/provider. Укажите ID/slug дашборда или окружение.",
+            )
 
         task = await task_manager.create_task(
             plugin_id="llm_dashboard_validation",
@@ -782,6 +1122,13 @@ async def send_message(
         _append_history(user_id, conversation_id, "user", request.message)
         _persist_message(db, user_id, conversation_id, "user", request.message)
 
+        tools_catalog = _build_tool_catalog(current_user, config_manager, db)
+        intent = None
+        try:
+            intent = await _plan_intent_with_llm(request.message, tools_catalog, db, config_manager)
+        except Exception as exc:
+            logger.warning(f"[assistant.planner][fallback] Planner error: {exc}")
+        if not intent:
             intent = _parse_command(request.message, config_manager)
         confidence = float(intent.get("confidence", 0.0))
 
@@ -886,8 +1233,18 @@ async def send_message(
                 created_at=datetime.utcnow(),
             )
         except HTTPException as exc:
-            state = "denied" if exc.status_code == status.HTTP_403_FORBIDDEN else "failed"
+            detail_text = str(exc.detail)
-            text = str(exc.detail)
+            is_clarification_error = exc.status_code in (400, 422) and (
+                detail_text.lower().startswith("missing")
+                or "укажите" in detail_text.lower()
+            )
+            if exc.status_code == status.HTTP_403_FORBIDDEN:
+                state = "denied"
+            elif is_clarification_error:
+                state = "needs_clarification"
+            else:
+                state = "failed"
+            text = _clarification_text_for_intent(intent, detail_text) if state == "needs_clarification" else detail_text
             _append_history(user_id, conversation_id, "assistant", text, state=state)
             _persist_message(db, user_id, conversation_id, "assistant", text, state=state, metadata={"intent": intent})
             audit_payload = {"decision": state, "message": request.message, "intent": intent, "error": text}
@@ -899,7 +1256,7 @@ async def send_message(
                 state=state,
                 text=text,
                 intent=intent,
-                actions=[],
+                actions=[AssistantAction(type="rephrase", label="Rephrase command")] if state == "needs_clarification" else [],
                 created_at=datetime.utcnow(),
             )
 # [/DEF:send_message:Function]

backend/src/api/routes/git.py

@@ -25,6 +25,7 @@ from src.api.routes.git_schemas import (
 )
 from src.services.git_service import GitService
 from src.core.logger import logger, belief_scope
+from ...services.llm_prompt_templates import DEFAULT_LLM_PROMPTS, normalize_llm_settings
 
 router = APIRouter(tags=["git"])
 git_service = GitService()
@@ -406,6 +407,7 @@ async def get_repository_diff(
 async def generate_commit_message(
     dashboard_id: int,
     db: Session = Depends(get_db),
+    config_manager = Depends(get_config_manager),
     _ = Depends(has_permission("plugin:git", "EXECUTE"))
 ):
     with belief_scope("generate_commit_message"):
@@ -445,7 +447,16 @@ async def generate_commit_message(
             # 4. Generate Message
             from ...plugins.git.llm_extension import GitLLMExtension
             extension = GitLLMExtension(client)
-            message = await extension.suggest_commit_message(diff, history)
+            llm_settings = normalize_llm_settings(config_manager.get_config().settings.llm)
+            git_prompt = llm_settings["prompts"].get(
+                "git_commit_prompt",
+                DEFAULT_LLM_PROMPTS["git_commit_prompt"],
+            )
+            message = await extension.suggest_commit_message(
+                diff,
+                history,
+                prompt_template=git_prompt,
+            )
             
             return {"message": message}
         except Exception as e:

backend/src/api/routes/settings.py

@@ -19,6 +19,7 @@ from ...dependencies import get_config_manager, has_permission
 from ...core.config_manager import ConfigManager
 from ...core.logger import logger, belief_scope
 from ...core.superset_client import SupersetClient
+from ...services.llm_prompt_templates import normalize_llm_settings
 # [/SECTION]
 
 # [DEF:LoggingConfigResponse:Class]
@@ -45,6 +46,7 @@ async def get_settings(
     with belief_scope("get_settings"):
         logger.info("[get_settings][Entry] Fetching all settings")
     config = config_manager.get_config().copy(deep=True)
+    config.settings.llm = normalize_llm_settings(config.settings.llm)
     # Mask passwords
     for env in config.environments:
         if env.password:
@@ -323,10 +325,12 @@ async def get_consolidated_settings(
         finally:
             db.close()
 
+        normalized_llm = normalize_llm_settings(config.settings.llm)
+
         return ConsolidatedSettingsResponse(
             environments=[env.dict() for env in config.environments],
             connections=config.settings.connections,
-            llm=config.settings.llm,
+            llm=normalized_llm,
             llm_providers=llm_providers_list,
             logging=config.settings.logging.dict(),
             storage=config.settings.storage.dict()
@@ -355,7 +359,7 @@ async def update_consolidated_settings(
             
         # Update LLM if provided
         if "llm" in settings_patch:
-            current_settings.llm = settings_patch["llm"]
+            current_settings.llm = normalize_llm_settings(settings_patch["llm"])
             
         # Update Logging if provided
         if "logging" in settings_patch:

backend/src/core/config_models.py

@@ -9,6 +9,7 @@
 from pydantic import BaseModel, Field
 from typing import List, Optional
 from ..models.storage import StorageConfig
+from ..services.llm_prompt_templates import DEFAULT_LLM_PROMPTS
 
 # [DEF:Schedule:DataClass]
 # @PURPOSE: Represents a backup schedule configuration.
@@ -49,7 +50,13 @@ class GlobalSettings(BaseModel):
     default_environment_id: Optional[str] = None
     logging: LoggingConfig = Field(default_factory=LoggingConfig)
     connections: List[dict] = []
-    llm: dict = Field(default_factory=lambda: {"providers": [], "default_provider": ""})
+    llm: dict = Field(
+        default_factory=lambda: {
+            "providers": [],
+            "default_provider": "",
+            "prompts": dict(DEFAULT_LLM_PROMPTS),
+        }
+    )
     
     # Task retention settings
     task_retention_days: int = 30

backend/src/plugins/git/llm_extension.py

@@ -9,6 +9,7 @@ from typing import List
 from tenacity import retry, stop_after_attempt, wait_exponential
 from ..llm_analysis.service import LLMClient
 from ...core.logger import belief_scope, logger
+from ...services.llm_prompt_templates import DEFAULT_LLM_PROMPTS, render_prompt
 
 # [DEF:GitLLMExtension:Class]
 # @PURPOSE: Provides LLM capabilities to the Git plugin.
@@ -26,21 +27,18 @@ class GitLLMExtension:
         wait=wait_exponential(multiplier=1, min=2, max=10),
         reraise=True
     )
-    async def suggest_commit_message(self, diff: str, history: List[str]) -> str:
+    async def suggest_commit_message(
+        self,
+        diff: str,
+        history: List[str],
+        prompt_template: str = DEFAULT_LLM_PROMPTS["git_commit_prompt"],
+    ) -> str:
         with belief_scope("suggest_commit_message"):
             history_text = "\n".join(history)
-            prompt = f"""
+            prompt = render_prompt(
-            Generate a concise and professional git commit message based on the following diff and recent history.
+                prompt_template,
-            Use Conventional Commits format (e.g., feat: ..., fix: ..., docs: ...).
+                {"history": history_text, "diff": diff},
-            
+            )
-            Recent History:
-            {history_text}
-            
-            Diff:
-            {diff}
-            
-            Commit Message:
-            """
             
             logger.debug(f"[suggest_commit_message] Calling LLM with model: {self.client.default_model}")
             response = await self.client.client.chat.completions.create(

backend/src/plugins/llm_analysis/plugin.py

@@ -23,6 +23,11 @@ from .service import ScreenshotService, LLMClient
 from .models import LLMProviderType, ValidationStatus, ValidationResult, DetectedIssue
 from ...models.llm import ValidationRecord
 from ...core.task_manager.context import TaskContext
+from ...services.llm_prompt_templates import (
+    DEFAULT_LLM_PROMPTS,
+    normalize_llm_settings,
+    render_prompt,
+)
 
 # [DEF:DashboardValidationPlugin:Class]
 # @PURPOSE: Plugin for automated dashboard health analysis using LLMs.
@@ -181,7 +186,16 @@ class DashboardValidationPlugin(PluginBase):
                 )
                 
                 llm_log.info(f"Analyzing dashboard {dashboard_id} with LLM")
-                analysis = await llm_client.analyze_dashboard(screenshot_path, logs)
+                llm_settings = normalize_llm_settings(config_mgr.get_config().settings.llm)
+                dashboard_prompt = llm_settings["prompts"].get(
+                    "dashboard_validation_prompt",
+                    DEFAULT_LLM_PROMPTS["dashboard_validation_prompt"],
+                )
+                analysis = await llm_client.analyze_dashboard(
+                    screenshot_path,
+                    logs,
+                    prompt_template=dashboard_prompt,
+                )
                 
                 # Log analysis summary to task logs for better visibility
                 llm_log.info(f"[ANALYSIS_SUMMARY] Status: {analysis['status']}")
@@ -341,22 +355,18 @@ class DocumentationPlugin(PluginBase):
                     default_model=db_provider.default_model
                 )
                 
-                prompt = f"""
+                llm_settings = normalize_llm_settings(config_mgr.get_config().settings.llm)
-                Generate professional documentation for the following dataset and its columns.
+                documentation_prompt = llm_settings["prompts"].get(
-                Dataset: {dataset.get('table_name')}
+                    "documentation_prompt",
-                Columns: {columns_data}
+                    DEFAULT_LLM_PROMPTS["documentation_prompt"],
-                
+                )
-                Provide the documentation in JSON format:
+                prompt = render_prompt(
-                {{
+                    documentation_prompt,
-                    "dataset_description": "General description of the dataset",
+                    {
-                    "column_descriptions": [
+                        "dataset_name": dataset.get("table_name") or "",
-                        {{
+                        "columns_json": json.dumps(columns_data, ensure_ascii=False),
-                            "name": "column_name",
+                    },
-                            "description": "Generated description"
+                )
-                        }}
-                    ]
-                }}
-                """
                 
                 # Using a generic chat completion for text-only US2
                 llm_log.info(f"Generating documentation for dataset {dataset_id}")

backend/src/plugins/llm_analysis/service.py

@@ -20,6 +20,7 @@ from tenacity import retry, stop_after_attempt, wait_exponential, retry_if_excep
 from .models import LLMProviderType
 from ...core.logger import belief_scope, logger
 from ...core.config_models import Environment
+from ...services.llm_prompt_templates import DEFAULT_LLM_PROMPTS, render_prompt
 
 # [DEF:ScreenshotService:Class]
 # @PURPOSE: Handles capturing screenshots of Superset dashboards.
@@ -548,7 +549,12 @@ class LLMClient:
     # @PRE: screenshot_path exists, logs is a list of strings.
     # @POST: Returns a structured analysis dictionary (status, summary, issues).
     # @SIDE_EFFECT: Reads screenshot file and calls external LLM API.
-    async def analyze_dashboard(self, screenshot_path: str, logs: List[str]) -> Dict[str, Any]:
+    async def analyze_dashboard(
+        self,
+        screenshot_path: str,
+        logs: List[str],
+        prompt_template: str = DEFAULT_LLM_PROMPTS["dashboard_validation_prompt"],
+    ) -> Dict[str, Any]:
         with belief_scope("analyze_dashboard"):
             # Optimize image to reduce token count (US1 / T023)
             # Gemini/Gemma models have limits on input tokens, and large images contribute significantly.
@@ -582,25 +588,7 @@ class LLMClient:
                     base_64_image = base64.b64encode(image_file.read()).decode('utf-8')
 
             log_text = "\n".join(logs)
-            prompt = f"""
+            prompt = render_prompt(prompt_template, {"logs": log_text})
-            Analyze the attached dashboard screenshot and the following execution logs for health and visual issues.
-            
-            Logs:
-            {log_text}
-            
-            Provide the analysis in JSON format with the following structure:
-            {{
-                "status": "PASS" | "WARN" | "FAIL",
-                "summary": "Short summary of findings",
-                "issues": [
-                    {{
-                        "severity": "WARN" | "FAIL",
-                        "message": "Description of the issue",
-                        "location": "Optional location info (e.g. chart name)"
-                    }}
-                ]
-            }}
-            """
             
             messages = [
                 {

backend/src/services/__tests__/test_llm_prompt_templates.py

@@ -0,0 +1,62 @@
+# [DEF:backend.src.services.__tests__.test_llm_prompt_templates:Module]
+# @TIER: STANDARD
+# @SEMANTICS: tests, llm, prompts, templates, settings
+# @PURPOSE: Validate normalization and rendering behavior for configurable LLM prompt templates.
+# @LAYER: Domain Tests
+# @RELATION: DEPENDS_ON -> backend.src.services.llm_prompt_templates
+# @INVARIANT: All required prompt keys remain available after normalization.
+
+from src.services.llm_prompt_templates import (
+    DEFAULT_LLM_PROMPTS,
+    normalize_llm_settings,
+    render_prompt,
+)
+
+
+# [DEF:test_normalize_llm_settings_adds_default_prompts:Function]
+# @TIER: STANDARD
+# @PURPOSE: Ensure legacy/partial llm settings are expanded with all prompt defaults.
+# @PRE: Input llm settings do not contain complete prompts object.
+# @POST: Returned structure includes required prompt templates with fallback defaults.
+def test_normalize_llm_settings_adds_default_prompts():
+    normalized = normalize_llm_settings({"default_provider": "x"})
+
+    assert "prompts" in normalized
+    assert normalized["default_provider"] == "x"
+    for key in DEFAULT_LLM_PROMPTS:
+        assert key in normalized["prompts"]
+        assert isinstance(normalized["prompts"][key], str)
+# [/DEF:test_normalize_llm_settings_adds_default_prompts:Function]
+
+
+# [DEF:test_normalize_llm_settings_keeps_custom_prompt_values:Function]
+# @TIER: STANDARD
+# @PURPOSE: Ensure user-customized prompt values are preserved during normalization.
+# @PRE: Input llm settings contain custom prompt override.
+# @POST: Custom prompt value remains unchanged in normalized output.
+def test_normalize_llm_settings_keeps_custom_prompt_values():
+    custom = "Doc for {dataset_name} using {columns_json}"
+    normalized = normalize_llm_settings(
+        {"prompts": {"documentation_prompt": custom}}
+    )
+
+    assert normalized["prompts"]["documentation_prompt"] == custom
+# [/DEF:test_normalize_llm_settings_keeps_custom_prompt_values:Function]
+
+
+# [DEF:test_render_prompt_replaces_known_placeholders:Function]
+# @TIER: STANDARD
+# @PURPOSE: Ensure template placeholders are deterministically replaced.
+# @PRE: Template contains placeholders matching provided variables.
+# @POST: Rendered prompt string contains substituted values.
+def test_render_prompt_replaces_known_placeholders():
+    rendered = render_prompt(
+        "Hello {name}, diff={diff}",
+        {"name": "bot", "diff": "A->B"},
+    )
+
+    assert rendered == "Hello bot, diff=A->B"
+# [/DEF:test_render_prompt_replaces_known_placeholders:Function]
+
+
+# [/DEF:backend.src.services.__tests__.test_llm_prompt_templates:Module]

backend/src/services/llm_prompt_templates.py

@@ -0,0 +1,94 @@
+# [DEF:backend.src.services.llm_prompt_templates:Module]
+# @TIER: STANDARD
+# @SEMANTICS: llm, prompts, templates, settings
+# @PURPOSE: Provide default LLM prompt templates and normalization helpers for runtime usage.
+# @LAYER: Domain
+# @RELATION: DEPENDS_ON -> backend.src.core.config_manager
+# @INVARIANT: All required prompt template keys are always present after normalization.
+
+from __future__ import annotations
+
+from copy import deepcopy
+from typing import Dict, Any
+
+
+# [DEF:DEFAULT_LLM_PROMPTS:Constant]
+# @TIER: STANDARD
+# @PURPOSE: Default prompt templates used by documentation, dashboard validation, and git commit generation.
+DEFAULT_LLM_PROMPTS: Dict[str, str] = {
+    "dashboard_validation_prompt": (
+        "Analyze the attached dashboard screenshot and the following execution logs for health and visual issues.\n\n"
+        "Logs:\n"
+        "{logs}\n\n"
+        "Provide the analysis in JSON format with the following structure:\n"
+        "{\n"
+        '    "status": "PASS" | "WARN" | "FAIL",\n'
+        '    "summary": "Short summary of findings",\n'
+        '    "issues": [\n'
+        "        {\n"
+        '            "severity": "WARN" | "FAIL",\n'
+        '            "message": "Description of the issue",\n'
+        '            "location": "Optional location info (e.g. chart name)"\n'
+        "        }\n"
+        "    ]\n"
+        "}"
+    ),
+    "documentation_prompt": (
+        "Generate professional documentation for the following dataset and its columns.\n"
+        "Dataset: {dataset_name}\n"
+        "Columns: {columns_json}\n\n"
+        "Provide the documentation in JSON format:\n"
+        "{\n"
+        '    "dataset_description": "General description of the dataset",\n'
+        '    "column_descriptions": [\n'
+        "        {\n"
+        '            "name": "column_name",\n'
+        '            "description": "Generated description"\n'
+        "        }\n"
+        "    ]\n"
+        "}"
+    ),
+    "git_commit_prompt": (
+        "Generate a concise and professional git commit message based on the following diff and recent history.\n"
+        "Use Conventional Commits format (e.g., feat: ..., fix: ..., docs: ...).\n\n"
+        "Recent History:\n"
+        "{history}\n\n"
+        "Diff:\n"
+        "{diff}\n\n"
+        "Commit Message:"
+    ),
+}
+# [/DEF:DEFAULT_LLM_PROMPTS:Constant]
+
+
+# [DEF:normalize_llm_settings:Function]
+# @TIER: STANDARD
+# @PURPOSE: Ensure llm settings contain stable schema with prompts section and default templates.
+# @PRE: llm_settings is dictionary-like value or None.
+# @POST: Returned dict contains prompts with all required template keys.
+def normalize_llm_settings(llm_settings: Any) -> Dict[str, Any]:
+    normalized: Dict[str, Any] = {"providers": [], "default_provider": "", "prompts": {}}
+    if isinstance(llm_settings, dict):
+        normalized.update({k: v for k, v in llm_settings.items() if k in ("providers", "default_provider", "prompts")})
+    prompts = normalized.get("prompts") if isinstance(normalized.get("prompts"), dict) else {}
+    merged_prompts = deepcopy(DEFAULT_LLM_PROMPTS)
+    merged_prompts.update({k: v for k, v in prompts.items() if isinstance(v, str) and v.strip()})
+    normalized["prompts"] = merged_prompts
+    return normalized
+# [/DEF:normalize_llm_settings:Function]
+
+
+# [DEF:render_prompt:Function]
+# @TIER: STANDARD
+# @PURPOSE: Render prompt template using deterministic placeholder replacement with graceful fallback.
+# @PRE: template is a string and variables values are already stringifiable.
+# @POST: Returns rendered prompt text with known placeholders substituted.
+def render_prompt(template: str, variables: Dict[str, Any]) -> str:
+    rendered = template
+    for key, value in variables.items():
+        rendered = rendered.replace("{" + key + "}", str(value))
+    return rendered
+# [/DEF:render_prompt:Function]
+
+
+# [/DEF:backend.src.services.llm_prompt_templates:Module]

frontend/src/components/DashboardGrid.svelte

@@ -26,18 +26,18 @@
   // [/SECTION]
 
   // [SECTION: STATE]
-  let filterText = "";
+  let filterText = $state("");
-  let currentPage = 0;
+  let currentPage = $state(0);
-  let pageSize = 20;
+  let pageSize = $state(20);
-  let sortColumn: keyof DashboardMetadata = "title";
+  let sortColumn: keyof DashboardMetadata = $state("title");
-  let sortDirection: "asc" | "desc" = "asc";
+  let sortDirection: "asc" | "desc" = $state("asc");
   // [/SECTION]
 
   // [SECTION: UI STATE]
-  let showGitManager = false;
+  let showGitManager = $state(false);
-  let gitDashboardId: number | null = null;
+  let gitDashboardId: number | null = $state(null);
-  let gitDashboardTitle = "";
+  let gitDashboardTitle = $state("");
-  let validatingIds: Set<number> = new Set();
+  let validatingIds: Set<number> = $state(new Set());
   // [/SECTION]
 
   // [DEF:handleValidate:Function]
@@ -48,7 +48,7 @@
     if (validatingIds.has(dashboard.id)) return;
 
     validatingIds.add(dashboard.id);
-    validatingIds = validatingIds; // Trigger reactivity
+    validatingIds = new Set(validatingIds);
 
     try {
       // TODO: Get provider_id from settings or prompt user
@@ -83,7 +83,7 @@
       toast(e.message || "Validation failed to start", "error");
     } finally {
       validatingIds.delete(dashboard.id);
-      validatingIds = validatingIds;
+      validatingIds = new Set(validatingIds);
     }
   }
   // [/DEF:handleValidate:Function]
@@ -221,14 +221,14 @@
               type="checkbox"
               checked={allSelected}
               indeterminate={someSelected && !allSelected}
-              on:change={(e) =>
+              onchange={(e) =>
                 handleSelectAll((e.target as HTMLInputElement).checked)}
               class="h-4 w-4 text-blue-600 border-gray-300 rounded focus:ring-blue-500"
             />
           </th>
           <th
             class="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase tracking-wider cursor-pointer hover:text-gray-700 transition-colors"
-            on:click={() => handleSort("title")}
+            onclick={() => handleSort("title")}
           >
             {$t.dashboard.title}
             {sortColumn === "title"
@@ -239,7 +239,7 @@
           </th>
           <th
             class="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase tracking-wider cursor-pointer hover:text-gray-700 transition-colors"
-            on:click={() => handleSort("last_modified")}
+            onclick={() => handleSort("last_modified")}
           >
             {$t.dashboard.last_modified}
             {sortColumn === "last_modified"
@@ -250,7 +250,7 @@
           </th>
           <th
             class="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase tracking-wider cursor-pointer hover:text-gray-700 transition-colors"
-            on:click={() => handleSort("status")}
+            onclick={() => handleSort("status")}
           >
             {$t.dashboard.status}
             {sortColumn === "status"
@@ -276,7 +276,7 @@
               <input
                 type="checkbox"
                 checked={selectedIds.includes(dashboard.id)}
-                on:change={(e) =>
+                onchange={(e) =>
                   handleSelectionChange(
                     dashboard.id,
                     (e.target as HTMLInputElement).checked,

frontend/src/components/MissingMappingModal.svelte

@@ -23,7 +23,7 @@
 
   // [/SECTION]
 
-  let selectedTargetUuid = "";
+  let selectedTargetUuid = $state("");
   const dispatch = createEventDispatcher();
 
   // [DEF:resolve:Function]
@@ -94,7 +94,7 @@
         <div class="mt-5 sm:mt-6 sm:grid sm:grid-cols-2 sm:gap-3 sm:grid-flow-row-dense">
           <button
             type="button"
-            on:click={resolve}
+            onclick={resolve}
             disabled={!selectedTargetUuid}
             class="w-full inline-flex justify-center rounded-md border border-transparent shadow-sm px-4 py-2 bg-indigo-600 text-base font-medium text-white hover:bg-indigo-700 focus:outline-none focus:ring-2 focus:ring-offset-2 focus:ring-indigo-500 sm:col-start-2 sm:text-sm disabled:bg-gray-400"
           >
@@ -102,7 +102,7 @@
           </button>
           <button
             type="button"
-            on:click={cancel}
+            onclick={cancel}
             class="mt-3 w-full inline-flex justify-center rounded-md border border-gray-300 shadow-sm px-4 py-2 bg-white text-base font-medium text-gray-700 hover:bg-gray-50 focus:outline-none focus:ring-2 focus:ring-offset-2 focus:ring-indigo-500 sm:mt-0 sm:col-start-1 sm:text-sm"
           >
             Cancel Migration

frontend/src/components/git/BranchSelector.svelte

@@ -27,10 +27,10 @@
     // [/SECTION]
 
     // [SECTION: STATE]
-    let branches = [];
+    let branches = $state([]);
-    let loading = false;
+    let loading = $state(false);
-    let showCreate = false;
+    let showCreate = $state(false);
-    let newBranchName = '';
+    let newBranchName = $state('');
     // [/SECTION]
 
     const dispatch = createEventDispatcher();
@@ -129,7 +129,7 @@
         <div class="flex-grow">
             <Select
                 bind:value={currentBranch}
-                on:change={handleSelect}
+                onchange={handleSelect}
                 disabled={loading}
                 options={branches.map(b => ({ value: b.name, label: b.name }))}
             />
@@ -138,7 +138,7 @@
         <Button
             variant="ghost"
             size="sm"
-            on:click={() => showCreate = !showCreate}
+            onclick={() => showCreate = !showCreate}
             disabled={loading}
             class="text-blue-600"
         >
@@ -158,7 +158,7 @@
             <Button
                 variant="primary"
                 size="sm"
-                on:click={handleCreate}
+                onclick={handleCreate}
                 disabled={loading || !newBranchName}
                 isLoading={loading}
                 class="bg-green-600 hover:bg-green-700"
@@ -168,7 +168,7 @@
             <Button
                 variant="ghost"
                 size="sm"
-                on:click={() => showCreate = false}
+                onclick={() => showCreate = false}
                 disabled={loading}
             >
                 {$t.common.cancel}

frontend/src/components/git/CommitHistory.svelte

@@ -23,8 +23,8 @@
     // [/SECTION]
 
     // [SECTION: STATE]
-    let history = [];
+    let history = $state([]);
-    let loading = false;
+    let loading = $state(false);
     // [/SECTION]
 
     // [DEF:onMount:Function]
@@ -66,7 +66,7 @@
         <h3 class="text-sm font-semibold text-gray-400 uppercase tracking-wider">
             {$t.git.history}
         </h3>
-        <Button variant="ghost" size="sm" on:click={loadHistory} class="text-blue-600">
+        <Button variant="ghost" size="sm" onclick={loadHistory} class="text-blue-600">
             {$t.git.refresh}
         </Button>
     </div>

frontend/src/components/git/CommitModal.svelte

@@ -24,12 +24,12 @@
     // [/SECTION]
 
     // [SECTION: STATE]
-    let message = "";
+    let message = $state("");
-    let committing = false;
+    let committing = $state(false);
-    let status = null;
+    let status = $state(null);
-    let diff = "";
+    let diff = $state("");
-    let loading = false;
+    let loading = $state(false);
-    let generatingMessage = false;
+    let generatingMessage = $state(false);
     // [/SECTION]
 
     const dispatch = createEventDispatcher();
@@ -153,7 +153,7 @@
                                 >Commit Message</label
                             >
                             <button
-                                on:click={handleGenerateMessage}
+                                onclick={handleGenerateMessage}
                                 disabled={generatingMessage || loading}
                                 class="text-xs text-blue-600 hover:text-blue-800 disabled:opacity-50 flex items-center"
                             >
@@ -243,13 +243,13 @@
 
             <div class="flex justify-end space-x-3 mt-6 pt-4 border-t">
                 <button
-                    on:click={() => (show = false)}
+                    onclick={() => (show = false)}
                     class="px-4 py-2 text-gray-600 hover:bg-gray-100 rounded"
                 >
                     Cancel
                 </button>
                 <button
-                    on:click={handleCommit}
+                    onclick={handleCommit}
                     disabled={committing ||
                         !message ||
                         loading ||

frontend/src/components/git/ConflictResolver.svelte

@@ -26,7 +26,7 @@
     // [SECTION: STATE]
     const dispatch = createEventDispatcher();
     /** @type {Object.<string, 'mine' | 'theirs' | 'manual'>} */
-    let resolutions = {};
+    let resolutions = $state({});
     // [/SECTION]
 
     // [DEF:resolve:Function]
@@ -126,7 +126,7 @@
                                     ] === 'mine'
                                         ? 'bg-blue-600 text-white'
                                         : 'bg-gray-50 hover:bg-blue-50 text-blue-600'}"
-                                    on:click={() =>
+                                    onclick={() =>
                                         resolve(conflict.file_path, "mine")}
                                 >
                                     Keep Mine
@@ -148,7 +148,7 @@
                                     ] === 'theirs'
                                         ? 'bg-green-600 text-white'
                                         : 'bg-gray-50 hover:bg-green-50 text-green-600'}"
-                                    on:click={() =>
+                                    onclick={() =>
                                         resolve(conflict.file_path, "theirs")}
                                 >
                                     Keep Theirs
@@ -161,13 +161,13 @@
 
             <div class="flex justify-end space-x-3 pt-4 border-t">
                 <button
-                    on:click={() => (show = false)}
+                    onclick={() => (show = false)}
                     class="px-4 py-2 text-gray-600 hover:bg-gray-100 rounded transition-colors"
                 >
                     Cancel
                 </button>
                 <button
-                    on:click={handleSave}
+                    onclick={handleSave}
                     class="px-4 py-2 bg-blue-600 text-white rounded hover:bg-blue-700 transition-colors shadow-sm"
                 >
                     Resolve & Continue

frontend/src/components/git/DeploymentModal.svelte

@@ -22,10 +22,10 @@
     // [/SECTION]
 
     // [SECTION: STATE]
-    let environments = [];
+    let environments = $state([]);
-    let selectedEnv = "";
+    let selectedEnv = $state("");
-    let loading = false;
+    let loading = $state(false);
-    let deploying = false;
+    let deploying = $state(false);
     // [/SECTION]
 
     const dispatch = createEventDispatcher();
@@ -108,7 +108,7 @@
                 </p>
                 <div class="flex justify-end">
                     <button
-                        on:click={() => (show = false)}
+                        onclick={() => (show = false)}
                         class="px-4 py-2 bg-gray-200 text-gray-800 rounded hover:bg-gray-300"
                     >
                         Close
@@ -133,13 +133,13 @@
 
                 <div class="flex justify-end space-x-3">
                     <button
-                        on:click={() => (show = false)}
+                        onclick={() => (show = false)}
                         class="px-4 py-2 text-gray-600 hover:bg-gray-100 rounded"
                     >
                         Cancel
                     </button>
                     <button
-                        on:click={handleDeploy}
+                        onclick={handleDeploy}
                         disabled={deploying || !selectedEnv}
                         class="px-4 py-2 bg-green-600 text-white rounded hover:bg-green-700 disabled:opacity-50 flex items-center"
                     >

frontend/src/components/git/GitManager.svelte

@@ -35,20 +35,20 @@
     // [/SECTION]
 
     // [SECTION: STATE]
-    let currentBranch = 'main';
+    let currentBranch = $state('main');
-    let showCommitModal = false;
+    let showCommitModal = $state(false);
-    let showDeployModal = false;
+    let showDeployModal = $state(false);
     let showHistory = true;
-    let showConflicts = false;
+    let showConflicts = $state(false);
     let conflicts = [];
-    let loading = false;
+    let loading = $state(false);
-    let initialized = false;
+    let initialized = $state(false);
-    let checkingStatus = true;
+    let checkingStatus = $state(true);
 
     // Initialization form state
-    let configs = [];
+    let configs = $state([]);
-    let selectedConfigId = "";
+    let selectedConfigId = $state("");
-    let remoteUrl = "";
+    let remoteUrl = $state("");
     // [/SECTION]
 
     // [DEF:checkStatus:Function]
@@ -167,7 +167,7 @@
             <PageHeader title="{$t.git.management}: {dashboardTitle}">
                 <div slot="subtitle" class="text-sm text-gray-500">ID: {dashboardId}</div>
                 <div slot="actions">
-                    <button on:click={() => show = false} class="text-gray-400 hover:text-gray-600 transition-colors">
+                    <button onclick={() => show = false} class="text-gray-400 hover:text-gray-600 transition-colors">
                         <svg xmlns="http://www.w3.org/2000/svg" class="h-6 w-6" fill="none" viewBox="0 0 24 24" stroke="currentColor">
                             <path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M6 18L18 6M6 6l12 12" />
                         </svg>
@@ -203,7 +203,7 @@
                             />
 
                             <Button
-                                on:click={handleInit}
+                                onclick={handleInit}
                                 disabled={loading || configs.length === 0}
                                 isLoading={loading}
                                 class="w-full"
@@ -226,14 +226,14 @@
                             <h3 class="text-sm font-semibold text-gray-400 uppercase tracking-wider mb-3">{$t.git.actions}</h3>
                             <Button
                                 variant="secondary"
-                                on:click={handleSync}
+                                onclick={handleSync}
                                 disabled={loading}
                                 class="w-full"
                             >
                                 {$t.git.sync}
                             </Button>
                             <Button
-                                on:click={() => showCommitModal = true}
+                                onclick={() => showCommitModal = true}
                                 disabled={loading}
                                 class="w-full"
                             >
@@ -242,7 +242,7 @@
                             <div class="grid grid-cols-2 gap-3">
                                 <Button
                                     variant="ghost"
-                                    on:click={handlePull}
+                                    onclick={handlePull}
                                     disabled={loading}
                                     class="border border-gray-200"
                                 >
@@ -250,7 +250,7 @@
                                 </Button>
                                 <Button
                                     variant="ghost"
-                                    on:click={handlePush}
+                                    onclick={handlePush}
                                     disabled={loading}
                                     class="border border-gray-200"
                                 >
@@ -263,7 +263,7 @@
                             <h3 class="text-sm font-semibold text-gray-400 uppercase tracking-wider mb-3">{$t.git.deployment}</h3>
                             <Button
                                 variant="primary"
-                                on:click={() => showDeployModal = true}
+                                onclick={() => showDeployModal = true}
                                 disabled={loading}
                                 class="w-full bg-green-600 hover:bg-green-700 focus-visible:ring-green-500"
                             >

frontend/src/components/llm/DocPreview.svelte

@@ -11,13 +11,17 @@
 
   /** @type {Object} */
   let {
+    documentation = null,
     content = "",
     type = 'markdown',
     format = 'text',
+    onSave = async () => {},
+    onCancel = () => {},
   } = $props();
 
+  let previewDoc = $derived(documentation || content);
 
-  let isSaving = false;
+  let isSaving = $state(false);
 
   async function handleSave() {
     isSaving = true;
@@ -31,14 +35,14 @@
   }
 </script>
 
-{#if documentation}
+{#if previewDoc}
   <div class="fixed inset-0 bg-black bg-opacity-50 flex items-center justify-center z-50">
     <div class="bg-white p-6 rounded-lg shadow-xl w-full max-w-2xl max-h-[90vh] flex flex-col">
       <h3 class="text-lg font-semibold mb-4">{$t.llm.doc_preview_title}</h3>
       
       <div class="flex-1 overflow-y-auto mb-6 prose prose-sm max-w-none border rounded p-4 bg-gray-50">
         <h4 class="text-md font-bold text-gray-800 mb-2">{$t.llm.dataset_desc}</h4>
-        <p class="text-gray-700 mb-4 whitespace-pre-wrap">{documentation.description || 'No description generated.'}</p>
+        <p class="text-gray-700 mb-4 whitespace-pre-wrap">{previewDoc.description || 'No description generated.'}</p>
 
         <h4 class="text-md font-bold text-gray-800 mb-2">{$t.llm.column_doc}</h4>
         <table class="min-w-full divide-y divide-gray-200">
@@ -49,7 +53,7 @@
             </tr>
           </thead>
           <tbody class="divide-y divide-gray-200">
-            {#each Object.entries(documentation.columns || {}) as [name, desc]}
+            {#each Object.entries(previewDoc.columns || {}) as [name, desc]}
               <tr>
                 <td class="px-3 py-2 text-sm font-mono text-gray-900">{name}</td>
                 <td class="px-3 py-2 text-sm text-gray-700">{desc}</td>
@@ -62,14 +66,14 @@
       <div class="flex justify-end gap-3">
         <button 
           class="px-4 py-2 border rounded hover:bg-gray-50"
-          on:click={onCancel}
+          onclick={onCancel}
           disabled={isSaving}
         >
           {$t.llm.cancel}
         </button>
         <button 
           class="px-4 py-2 bg-blue-600 text-white rounded hover:bg-blue-700 disabled:opacity-50"
-          on:click={handleSave}
+          onclick={handleSave}
           disabled={isSaving}
         >
           {isSaving ? $t.llm.applying : $t.llm.apply_doc}

frontend/src/components/llm/ProviderConfig.svelte

@@ -7,12 +7,12 @@
 -->
 
 <script>
-  import { onMount } from "svelte";
   import { t } from "../../lib/i18n";
   import { requestApi } from "../../lib/api";
 
   /** @type {Array} */
-  let { providers = [], onSave = () => {} } = $props();
+  export let providers = [];
+  export let onSave = () => {};
 
   let editingProvider = null;
   let showForm = false;
@@ -43,8 +43,18 @@
   }
 
   function handleEdit(provider) {
+    console.log("[ProviderConfig][Action] Editing provider", provider?.id);
     editingProvider = provider;
-    formData = { ...provider, api_key: "" }; // Don't populate key for security
+    // Normalize provider fields to editable form shape.
+    formData = {
+      name: provider?.name ?? "",
+      provider_type: provider?.provider_type ?? "openai",
+      base_url: provider?.base_url ?? "https://api.openai.com/v1",
+      api_key: "",
+      default_model: provider?.default_model ?? "gpt-4o",
+      is_active: Boolean(provider?.is_active),
+    };
+    testStatus = { type: "", message: "" };
     showForm = true;
   }
 
@@ -121,8 +131,9 @@
   <div class="flex justify-between items-center mb-6">
     <h2 class="text-xl font-bold">{$t.llm.providers_title}</h2>
     <button
+      type="button"
       class="bg-blue-600 text-white px-4 py-2 rounded hover:bg-blue-700 transition"
-      on:click={() => {
+      on:click|preventDefault={() => {
         resetForm();
         showForm = true;
       }}
@@ -134,6 +145,8 @@
   {#if showForm}
     <div
       class="fixed inset-0 bg-black bg-opacity-50 flex items-center justify-center z-50"
+      role="dialog"
+      aria-modal="true"
     >
       <div class="bg-white p-6 rounded-lg shadow-xl w-full max-w-md">
         <h3 class="text-lg font-semibold mb-4">
@@ -241,23 +254,26 @@
 
         <div class="mt-6 flex justify-between gap-2">
           <button
+            type="button"
             class="px-4 py-2 border rounded hover:bg-gray-50 flex-1"
-            on:click={() => {
+            on:click|preventDefault={() => {
               showForm = false;
             }}
           >
             {$t.llm.cancel}
           </button>
           <button
+            type="button"
             class="px-4 py-2 bg-gray-600 text-white rounded hover:bg-gray-700 flex-1"
             disabled={isTesting}
-            on:click={testConnection}
+            on:click|preventDefault={testConnection}
           >
             {isTesting ? $t.llm.testing : $t.llm.test}
           </button>
           <button
+            type="button"
             class="px-4 py-2 bg-blue-600 text-white rounded hover:bg-blue-700 flex-1"
-            on:click={handleSubmit}
+            on:click|preventDefault={handleSubmit}
           >
             {$t.llm.save}
           </button>
@@ -286,14 +302,16 @@
         </div>
         <div class="flex gap-2">
           <button
+            type="button"
             class="text-sm text-blue-600 hover:underline"
-            on:click={() => handleEdit(provider)}
+            on:click|preventDefault|stopPropagation={() => handleEdit(provider)}
           >
             {$t.common.edit}
           </button>
           <button
+            type="button"
             class={`text-sm ${provider.is_active ? "text-orange-600" : "text-green-600"} hover:underline`}
-            on:click={() => toggleActive(provider)}
+            on:click|preventDefault|stopPropagation={() => toggleActive(provider)}
           >
             {provider.is_active ? "Deactivate" : "Activate"}
           </button>

frontend/src/components/llm/__tests__/provider_config.integration.test.js

@@ -0,0 +1,44 @@
+// [DEF:frontend.src.components.llm.__tests__.provider_config_integration:Module]
+// @TIER: STANDARD
+// @SEMANTICS: llm, provider-config, integration-test, edit-flow
+// @PURPOSE: Protect edit-button interaction contract in LLM provider settings UI.
+// @LAYER: UI Tests
+// @RELATION: VERIFIES -> frontend/src/components/llm/ProviderConfig.svelte
+// @INVARIANT: Edit action keeps explicit click handler and opens normalized edit form.
+
+import { describe, it, expect } from 'vitest';
+import fs from 'node:fs';
+import path from 'node:path';
+
+const COMPONENT_PATH = path.resolve(
+  process.cwd(),
+  'src/components/llm/ProviderConfig.svelte',
+);
+
+// [DEF:provider_config_edit_contract_tests:Function]
+// @TIER: STANDARD
+// @PURPOSE: Validate edit button handler wiring and normalized edit form state mapping.
+// @PRE: ProviderConfig component source exists in expected path.
+// @POST: Contract checks ensure edit click cannot degrade into no-op flow.
+describe('ProviderConfig edit interaction contract', () => {
+  it('keeps explicit edit click handler with guarded button semantics', () => {
+    const source = fs.readFileSync(COMPONENT_PATH, 'utf-8');
+
+    expect(source).toContain('type="button"');
+    expect(source).toContain(
+      "on:click|preventDefault|stopPropagation={() => handleEdit(provider)}",
+    );
+  });
+
+  it('normalizes provider payload into editable form shape', () => {
+    const source = fs.readFileSync(COMPONENT_PATH, 'utf-8');
+
+    expect(source).toContain('formData = {');
+    expect(source).toContain('name: provider?.name ?? ""');
+    expect(source).toContain('provider_type: provider?.provider_type ?? "openai"');
+    expect(source).toContain('default_model: provider?.default_model ?? "gpt-4o"');
+    expect(source).toContain('showForm = true;');
+  });
+});
+// [/DEF:provider_config_edit_contract_tests:Function]
+// [/DEF:frontend.src.components.llm.__tests__.provider_config_integration:Module]

frontend/src/components/storage/FileUpload.svelte

@@ -31,8 +31,8 @@
     path = '',
   } = $props();
 
-  let isUploading = false;
+  let isUploading = $state(false);
-  let dragOver = false;
+  let dragOver = $state(false);
 
   async function handleUpload() {
     const file = fileInput.files[0];
@@ -94,9 +94,9 @@
     <div 
       class="mt-1 flex justify-center px-6 pt-5 pb-6 border-2 border-dashed rounded-md transition-colors
         {dragOver ? 'border-indigo-500 bg-indigo-50' : 'border-gray-300'}"
-      on:dragover|preventDefault={() => dragOver = true}
+      ondragover={(event) => { event.preventDefault(); dragOver = true; }}
-      on:dragleave|preventDefault={() => dragOver = false}
+      ondragleave={(event) => { event.preventDefault(); dragOver = false; }}
-      on:drop|preventDefault={handleDrop}
+      ondrop={(event) => { event.preventDefault(); handleDrop(event); }}
     >
       <div class="space-y-1 text-center">
         <svg class="mx-auto h-12 w-12 text-gray-400" stroke="currentColor" fill="none" viewBox="0 0 48 48" aria-hidden="true">
@@ -111,7 +111,7 @@
               type="file" 
               class="sr-only" 
               bind:this={fileInput}
-              on:change={handleUpload}
+              onchange={handleUpload}
               disabled={isUploading}
             >
           </label>

frontend/src/lib/components/assistant/AssistantChatPanel.svelte

@@ -246,7 +246,7 @@
   <aside class="fixed right-0 top-0 z-[71] h-full w-full max-w-md border-l border-slate-200 bg-white shadow-2xl">
     <div class="flex h-14 items-center justify-between border-b border-slate-200 px-4">
       <div class="flex items-center gap-2 text-slate-800">
-        <Icon name="activity" size={18} />
+        <Icon name="clipboard" size={18} />
         <h2 class="text-sm font-semibold">{$t.assistant?.title || 'AI Assistant'}</h2>
       </div>
       <button

frontend/src/lib/components/layout/TaskDrawer.svelte

@@ -4,7 +4,7 @@
    * @TIER: CRITICAL
    * @PURPOSE: Global task drawer for monitoring background operations
    * @LAYER: UI
-   * @RELATION: BINDS_TO -> taskDrawerStore, WebSocket
+   * @RELATION: BINDS_TO -> taskDrawerStore, assistantChatStore, WebSocket
    * @SEMANTICS: TaskLogViewer
    * @INVARIANT: Drawer shows logs for active task or remains closed
    *
@@ -20,6 +20,7 @@
 
   import { onMount, onDestroy } from "svelte";
   import { taskDrawerStore, closeDrawer } from "$lib/stores/taskDrawer.js";
+  import { assistantChatStore } from "$lib/stores/assistantChat.js";
   import TaskLogViewer from "../../../components/TaskLogViewer.svelte";
   import PasswordPrompt from "../../../components/PasswordPrompt.svelte";
   import { t } from "$lib/i18n";
@@ -33,12 +34,15 @@
   let taskStatus = null;
   let recentTasks = [];
   let loadingTasks = false;
+  let isAssistantOpen = false;
 
   // Subscribe to task drawer store
   $: if ($taskDrawerStore) {
     isOpen = $taskDrawerStore.isOpen;
     activeTaskId = $taskDrawerStore.activeTaskId;
   }
+  $: isAssistantOpen = Boolean($assistantChatStore?.isOpen);
+  $: assistantOffset = isAssistantOpen ? "min(100vw, 28rem)" : "0px";
 
   // Derive short task ID for display
   $: shortTaskId = activeTaskId
@@ -191,7 +195,8 @@
 <!-- Drawer Overlay -->
 {#if isOpen}
   <div
-    class="fixed inset-0 z-50 bg-black/35 backdrop-blur-sm"
+    class="fixed inset-0 z-[69] bg-black/35 backdrop-blur-sm"
+    style={`right: ${assistantOffset};`}
     on:click={handleOverlayClick}
     on:keydown={(e) => e.key === 'Escape' && handleClose()}
     role="button"
@@ -200,7 +205,8 @@
   >
     <!-- Drawer Panel -->
     <div
-      class="fixed right-0 top-0 z-50 flex h-full w-full max-w-[560px] flex-col border-l border-slate-200 bg-white shadow-[-8px_0_30px_rgba(15,23,42,0.15)] transition-transform duration-300 ease-out"
+      class="fixed top-0 z-[72] flex h-full w-full max-w-[560px] flex-col border-l border-slate-200 bg-white shadow-[-8px_0_30px_rgba(15,23,42,0.15)] transition-[right] duration-300 ease-out"
+      style={`right: ${assistantOffset};`}
       role="dialog"
       aria-modal="true"
       aria-label="Task drawer"

frontend/src/lib/components/layout/TopNavbar.svelte

@@ -143,7 +143,7 @@
       aria-label={$t.assistant?.open || "Open assistant"}
       title={$t.assistant?.title || "AI Assistant"}
     >
-      <Icon name="activity" size={22} />
+      <Icon name="clipboard" size={22} />
     </button>
 
     <!-- Activity Indicator -->

frontend/src/lib/i18n/locales/en.json

@@ -93,6 +93,12 @@
     "env_actions": "Actions",
     "connections_description": "Configure database connections for data mapping.",
     "llm_description": "Configure LLM providers for dataset documentation.",
+    "llm_prompts_title": "LLM Prompt Templates",
+    "llm_prompts_description": "Edit reusable prompts used for documentation, dashboard validation, and git commit generation.",
+    "llm_prompt_documentation": "Documentation Prompt",
+    "llm_prompt_dashboard_validation": "Dashboard Validation Prompt",
+    "llm_prompt_git_commit": "Git Commit Prompt",
+    "save_llm_prompts": "Save LLM Prompts",
     "logging": "Logging Configuration",
     "logging_description": "Configure logging and task log levels.",
     "storage_description": "Configure file storage paths and patterns.",

frontend/src/lib/i18n/locales/ru.json

@@ -93,6 +93,12 @@
     "env_actions": "Действия",
     "connections_description": "Настройка подключений к базам данных для маппинга.",
     "llm_description": "Настройка LLM провайдеров для документирования датасетов.",
+    "llm_prompts_title": "Шаблоны промптов LLM",
+    "llm_prompts_description": "Редактируйте промпты для документации, проверки дашбордов и генерации git-коммитов.",
+    "llm_prompt_documentation": "Промпт документации",
+    "llm_prompt_dashboard_validation": "Промпт проверки дашборда",
+    "llm_prompt_git_commit": "Промпт git-коммита",
+    "save_llm_prompts": "Сохранить промпты LLM",
     "logging": "Настройка логирования",
     "logging_description": "Настройка уровней логирования задач.",
     "storage_description": "Настройка путей и шаблонов файлового хранилища.",

frontend/src/routes/admin/settings/llm/+page.svelte

@@ -10,15 +10,40 @@
 <script>
   import { onMount } from 'svelte';
   import ProviderConfig from '../../../../components/llm/ProviderConfig.svelte';
+  import { t } from '../../../../lib/i18n';
+  import { addToast } from '../../../../lib/toasts';
   import { requestApi } from '../../../../lib/api';
 
   let providers = [];
   let loading = true;
+  let savingPrompts = false;
+  let prompts = {
+    documentation_prompt: '',
+    dashboard_validation_prompt: '',
+    git_commit_prompt: '',
+  };
+
+  const DEFAULT_LLM_PROMPTS = {
+    dashboard_validation_prompt:
+      "Analyze the attached dashboard screenshot and the following execution logs for health and visual issues.\\n\\nLogs:\\n{logs}\\n\\nProvide the analysis in JSON format with the following structure:\\n{\\n    \\\"status\\\": \\\"PASS\\\" | \\\"WARN\\\" | \\\"FAIL\\\",\\n    \\\"summary\\\": \\\"Short summary of findings\\\",\\n    \\\"issues\\\": [\\n        {\\n            \\\"severity\\\": \\\"WARN\\\" | \\\"FAIL\\\",\\n            \\\"message\\\": \\\"Description of the issue\\\",\\n            \\\"location\\\": \\\"Optional location info (e.g. chart name)\\\"\\n        }\\n    ]\\n}",
+    documentation_prompt:
+      "Generate professional documentation for the following dataset and its columns.\\nDataset: {dataset_name}\\nColumns: {columns_json}\\n\\nProvide the documentation in JSON format:\\n{\\n    \\\"dataset_description\\\": \\\"General description of the dataset\\\",\\n    \\\"column_descriptions\\\": [\\n        {\\n            \\\"name\\\": \\\"column_name\\\",\\n            \\\"description\\\": \\\"Generated description\\\"\\n        }\\n    ]\\n}",
+    git_commit_prompt:
+      "Generate a concise and professional git commit message based on the following diff and recent history.\\nUse Conventional Commits format (e.g., feat: ..., fix: ..., docs: ...).\\n\\nRecent History:\\n{history}\\n\\nDiff:\\n{diff}\\n\\nCommit Message:",
+  };
 
   async function fetchProviders() {
     loading = true;
     try {
-      providers = await requestApi('/llm/providers');
+      const [providerList, consolidatedSettings] = await Promise.all([
+        requestApi('/llm/providers'),
+        requestApi('/settings/consolidated'),
+      ]);
+      providers = providerList;
+      prompts = {
+        ...DEFAULT_LLM_PROMPTS,
+        ...(consolidatedSettings?.llm?.prompts || {}),
+      };
     } catch (err) {
       console.error("Failed to fetch providers", err);
     } finally {
@@ -26,6 +51,30 @@
     }
   }
 
+  async function savePrompts() {
+    savingPrompts = true;
+    try {
+      const current = await requestApi('/settings/consolidated');
+      const payload = {
+        ...current,
+        llm: {
+          ...(current?.llm || {}),
+          prompts: {
+            ...DEFAULT_LLM_PROMPTS,
+            ...prompts,
+          },
+        },
+      };
+      await requestApi('/settings/consolidated', 'PATCH', payload);
+      addToast($t.settings?.save_success || 'Settings saved', 'success');
+    } catch (err) {
+      console.error('[LLMSettingsPage][Coherence:Failed] Failed to save prompts', err);
+      addToast($t.settings?.save_failed || 'Failed to save settings', 'error');
+    } finally {
+      savingPrompts = false;
+    }
+  }
+
   onMount(fetchProviders);
 </script>
 
@@ -43,6 +92,64 @@
     </div>
   {:else}
     <ProviderConfig {providers} onSave={fetchProviders} />
+
+    <div class="mt-6 rounded-lg border border-gray-200 bg-gray-50 p-4">
+      <h2 class="text-lg font-semibold text-gray-900">
+        {$t.settings?.llm_prompts_title || 'LLM Prompt Templates'}
+      </h2>
+      <p class="mt-1 text-sm text-gray-600">
+        {$t.settings?.llm_prompts_description ||
+          'Edit reusable prompts used for documentation, dashboard validation, and git commit generation.'}
+      </p>
+
+      <div class="mt-4 space-y-4">
+        <div>
+          <label for="admin-documentation-prompt" class="block text-sm font-medium text-gray-700">
+            {$t.settings?.llm_prompt_documentation || 'Documentation Prompt'}
+          </label>
+          <textarea
+            id="admin-documentation-prompt"
+            bind:value={prompts.documentation_prompt}
+            rows="8"
+            class="mt-1 block w-full rounded-md border border-gray-300 p-2 font-mono text-xs"
+          ></textarea>
+        </div>
+
+        <div>
+          <label for="admin-dashboard-validation-prompt" class="block text-sm font-medium text-gray-700">
+            {$t.settings?.llm_prompt_dashboard_validation || 'Dashboard Validation Prompt'}
+          </label>
+          <textarea
+            id="admin-dashboard-validation-prompt"
+            bind:value={prompts.dashboard_validation_prompt}
+            rows="10"
+            class="mt-1 block w-full rounded-md border border-gray-300 p-2 font-mono text-xs"
+          ></textarea>
+        </div>
+
+        <div>
+          <label for="admin-git-commit-prompt" class="block text-sm font-medium text-gray-700">
+            {$t.settings?.llm_prompt_git_commit || 'Git Commit Prompt'}
+          </label>
+          <textarea
+            id="admin-git-commit-prompt"
+            bind:value={prompts.git_commit_prompt}
+            rows="8"
+            class="mt-1 block w-full rounded-md border border-gray-300 p-2 font-mono text-xs"
+          ></textarea>
+        </div>
+      </div>
+
+      <div class="mt-4 flex justify-end">
+        <button
+          class="rounded bg-blue-600 px-4 py-2 text-white hover:bg-blue-700 disabled:opacity-60"
+          disabled={savingPrompts}
+          on:click={savePrompts}
+        >
+          {savingPrompts ? '...' : ($t.settings?.save_llm_prompts || 'Save LLM Prompts')}
+        </button>
+      </div>
+    </div>
   {/if}
 </div>
 

frontend/src/routes/settings/+page.svelte

@@ -20,6 +20,15 @@
   import { addToast } from "$lib/toasts";
   import ProviderConfig from "../../components/llm/ProviderConfig.svelte";
 
+  const DEFAULT_LLM_PROMPTS = {
+    dashboard_validation_prompt:
+      "Analyze the attached dashboard screenshot and the following execution logs for health and visual issues.\\n\\nLogs:\\n{logs}\\n\\nProvide the analysis in JSON format with the following structure:\\n{\\n    \\\"status\\\": \\\"PASS\\\" | \\\"WARN\\\" | \\\"FAIL\\\",\\n    \\\"summary\\\": \\\"Short summary of findings\\\",\\n    \\\"issues\\\": [\\n        {\\n            \\\"severity\\\": \\\"WARN\\\" | \\\"FAIL\\\",\\n            \\\"message\\\": \\\"Description of the issue\\\",\\n            \\\"location\\\": \\\"Optional location info (e.g. chart name)\\\"\\n        }\\n    ]\\n}",
+    documentation_prompt:
+      "Generate professional documentation for the following dataset and its columns.\\nDataset: {dataset_name}\\nColumns: {columns_json}\\n\\nProvide the documentation in JSON format:\\n{\\n    \\\"dataset_description\\\": \\\"General description of the dataset\\\",\\n    \\\"column_descriptions\\\": [\\n        {\\n            \\\"name\\\": \\\"column_name\\\",\\n            \\\"description\\\": \\\"Generated description\\\"\\n        }\\n    ]\\n}",
+    git_commit_prompt:
+      "Generate a concise and professional git commit message based on the following diff and recent history.\\nUse Conventional Commits format (e.g., feat: ..., fix: ..., docs: ...).\\n\\nRecent History:\\n{history}\\n\\nDiff:\\n{diff}\\n\\nCommit Message:",
+  };
+
   // State
   let activeTab = "environments";
   let settings = null;
@@ -53,6 +62,7 @@
     error = null;
     try {
       const response = await api.getConsolidatedSettings();
+      response.llm = normalizeLlmSettings(response.llm);
       settings = response;
     } catch (err) {
       error = err.message || "Failed to load settings";
@@ -62,6 +72,20 @@
     }
   }
 
+  function normalizeLlmSettings(llm) {
+    const normalized = {
+      providers: [],
+      default_provider: "",
+      prompts: { ...DEFAULT_LLM_PROMPTS },
+      ...(llm || {}),
+    };
+    normalized.prompts = {
+      ...DEFAULT_LLM_PROMPTS,
+      ...(llm?.prompts || {}),
+    };
+    return normalized;
+  }
+
   // Handle tab change
   function handleTabChange(tab) {
     activeTab = tab;
@@ -78,6 +102,7 @@
   async function handleSave() {
     console.log("[SettingsPage][Action] Saving settings");
     try {
+      settings.llm = normalizeLlmSettings(settings.llm);
       // In a real app we might want to only send the changed section,
       // but updateConsolidatedSettings expects full object or we can use specific endpoints.
       // For now we use the consolidated update.
@@ -644,6 +669,73 @@
             providers={settings.llm_providers || []}
             onSave={loadSettings}
           />
+
+          <div class="mt-6 rounded-lg border border-gray-200 bg-gray-50 p-4">
+            <h3 class="text-base font-semibold text-gray-900">
+              {$t.settings?.llm_prompts_title || "LLM Prompt Templates"}
+            </h3>
+            <p class="mt-1 text-sm text-gray-600">
+              {$t.settings?.llm_prompts_description ||
+                "Edit reusable prompts used for documentation, dashboard validation, and git commit generation."}
+            </p>
+
+            <div class="mt-4 space-y-4">
+              <div>
+                <label
+                  for="documentation-prompt"
+                  class="block text-sm font-medium text-gray-700"
+                >
+                  {$t.settings?.llm_prompt_documentation || "Documentation Prompt"}
+                </label>
+                <textarea
+                  id="documentation-prompt"
+                  bind:value={settings.llm.prompts.documentation_prompt}
+                  rows="8"
+                  class="mt-1 block w-full rounded-md border border-gray-300 p-2 font-mono text-xs"
+                ></textarea>
+              </div>
+
+              <div>
+                <label
+                  for="dashboard-validation-prompt"
+                  class="block text-sm font-medium text-gray-700"
+                >
+                  {$t.settings?.llm_prompt_dashboard_validation ||
+                    "Dashboard Validation Prompt"}
+                </label>
+                <textarea
+                  id="dashboard-validation-prompt"
+                  bind:value={settings.llm.prompts.dashboard_validation_prompt}
+                  rows="10"
+                  class="mt-1 block w-full rounded-md border border-gray-300 p-2 font-mono text-xs"
+                ></textarea>
+              </div>
+
+              <div>
+                <label
+                  for="git-commit-prompt"
+                  class="block text-sm font-medium text-gray-700"
+                >
+                  {$t.settings?.llm_prompt_git_commit || "Git Commit Prompt"}
+                </label>
+                <textarea
+                  id="git-commit-prompt"
+                  bind:value={settings.llm.prompts.git_commit_prompt}
+                  rows="8"
+                  class="mt-1 block w-full rounded-md border border-gray-300 p-2 font-mono text-xs"
+                ></textarea>
+              </div>
+            </div>
+
+            <div class="mt-4 flex justify-end">
+              <button
+                class="rounded bg-blue-600 px-4 py-2 text-white hover:bg-blue-700"
+                on:click={handleSave}
+              >
+                {$t.settings?.save_llm_prompts || "Save LLM Prompts"}
+              </button>
+            </div>
+          </div>
         </div>
       {:else if activeTab === "storage"}
         <!-- Storage Tab -->