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Add support for a new AI tool with adapters, CLI, completion, and tests.

Summarize the current session and generate reusable Claude rules, skills, or commands.

Update all project documentation after code changes.

Synchronize English README.md with Chinese README_ZH.md, maintaining content parity.

Analyze code changes and update KNOWLEDGE_BASE.md with architectural and feature changes.

Run the full test suite repeatedly until all tests pass, fixing bugs autonomously. Use when the user asks to fix failing tests or run tests until green.