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  • The pull request title is a good summary of the changes - it will be used in the changelog
  • Unit tests for the changes exist
  • Run pre-commit install and pre-commit run --all-files before git commit, and passed lint check.
  • Documentation reflects the changes where applicable

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Summary of Changes

Hello @tastelikefeet, I'm Gemini Code Assist1! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!

This pull request focuses on enhancing the system's compatibility and robustness with the Claude 4.5 model. Key changes include updating the Claude model version, implementing more resilient JSON parsing for tool arguments, and addressing specific model output behaviors. Additionally, it streamlines the FileSystemTool by removing unnecessary components and expands the architect agent's capabilities to cover both frontend and backend project architectures.

Highlights

  • Claude Model Update: The LLM model configuration has been updated across architecture.yaml, coding.yaml, and refine.yaml to use claude-sonnet-4-5-20250929, upgrading from an older version.
  • Robust JSON Parsing for Tool Calls: Error handling for JSON parsing of tool call arguments has been significantly improved in llm_agent.py and tool_manager.py. try-except blocks now catch JSONDecodeError to prevent crashes and provide informative error messages when invalid JSON is encountered.
  • Tool Call Content Default: A specific fix was added to llm_agent.py to assign a default content message ('Let me do a tool calling.') when an assistant response includes tool calls but no explicit content, addressing a potential behavior of the Claude model.
  • Filesystem Tool Cleanup: The filesystem_tool.py file has been refactored to remove an unused omegaconf.DictConfig import and the call_history tracking mechanism, simplifying the tool's implementation.
  • Expanded Architect Agent Scope: The system prompt in architecture.yaml has been updated to broaden the architect agent's responsibilities to include both frontend and backend projects, specifically mentioning Node.js for backend development.
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Code Review

This pull request introduces several fixes and improvements, primarily aimed at increasing robustness when interacting with LLMs. The changes include better handling of JSON decoding errors and ensuring compatibility with models that might not provide content alongside tool calls. Additionally, the PR cleans up some unused code and updates model configurations. I've identified a minor typo in a configuration file that could be corrected.

@tastelikefeet tastelikefeet merged commit 9fec574 into modelscope:main Oct 9, 2025
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