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Use when the user asks for a summary, TL;DR, or condensed version of any content.
Four-layer skill composition, skill marketplaces, the self-learning loop
四层技能合成、技能市场、自学习闭环
Apply multi-file or tricky edits atomically with git apply instead of many fragile edit_file calls. Use when changing several files at once or when edit_file fails to match.
Search a codebase efficiently with ripgrep regular expressions, file globs, and git history search. Use to locate symbols, usages, and definitions instead of reading whole files.
Use git as a safety net - create a checkpoint commit before risky or large changes and roll back cleanly if a change makes things worse. Use before multi-file refactors.
Verify code changes by running the project's typecheck, build, lint, and targeted tests, then fix and re-run until clean. Use after editing any source file.
| name | summarizer |
| description | Use when the user asks for a summary, TL;DR, or condensed version of any content. |
Summarize the given content into 3-5 bullet points. Focus on key takeaways.
