Вроде работает

backend/src/plugins/git/llm_extension.py

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+# [DEF:backend/src/plugins/git/llm_extension:Module]
+# @TIER: STANDARD
+# @SEMANTICS: git, llm, commit
+# @PURPOSE: LLM-based extensions for the Git plugin, specifically for commit message generation.
+# @LAYER: Domain
+# @RELATION: DEPENDS_ON -> backend.src.plugins.llm_analysis.service.LLMClient
+
+from typing import List, Optional
+from tenacity import retry, stop_after_attempt, wait_exponential
+from ..llm_analysis.service import LLMClient
+from ..llm_analysis.models import LLMProviderType
+from ...core.logger import belief_scope, logger
+
+# [DEF:GitLLMExtension:Class]
+# @PURPOSE: Provides LLM capabilities to the Git plugin.
+class GitLLMExtension:
+    def __init__(self, client: LLMClient):
+        self.client = client
+
+    # [DEF:suggest_commit_message:Function]
+    # @PURPOSE: Generates a suggested commit message based on a diff and history.
+    # @PARAM: diff (str) - The git diff of staged changes.
+    # @PARAM: history (List[str]) - Recent commit messages for context.
+    # @RETURN: str - The suggested commit message.
+    @retry(
+        stop=stop_after_attempt(2),
+        wait=wait_exponential(multiplier=1, min=2, max=10),
+        reraise=True
+    )
+    async def suggest_commit_message(self, diff: str, history: List[str]) -> str:
+        with belief_scope("suggest_commit_message"):
+            history_text = "\n".join(history)
+            prompt = f"""
+            Generate a concise and professional git commit message based on the following diff and recent history.
+            Use Conventional Commits format (e.g., feat: ..., fix: ..., docs: ...).
+            
+            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(
+                model=self.client.default_model,
+                messages=[{"role": "user", "content": prompt}],
+                temperature=0.7
+            )
+            
+            logger.debug(f"[suggest_commit_message] LLM Response: {response}")
+            
+            if not response or not hasattr(response, 'choices') or not response.choices:
+                error_info = getattr(response, 'error', 'No choices in response')
+                logger.error(f"[suggest_commit_message] Invalid LLM response. Error info: {error_info}")
+                
+                # If it's a timeout/provider error, we might want to throw to trigger retry if decorated
+                # but for now we return a safe fallback to avoid UI crash
+                return "Update dashboard configurations (LLM generation failed)"
+
+            return response.choices[0].message.content.strip()
+# [/DEF:GitLLMExtension:Class]
+
+# [/DEF:backend/src/plugins/git/llm_extension:Module]