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Produces a citation-grounded summary across one or more workspace source files for summaries, briefings, literature reviews, or comparisons.
Based on SOC occupation classification
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
Use when the user asks for a summary, TL;DR, or condensed version of any content.
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.
| name | synthesize-report |
| description | Produces a citation-grounded summary across one or more workspace source files for summaries, briefings, literature reviews, or comparisons. |
A playbook for producing a citation-grounded summary across one or more source files in the workspace.
The user asks for a summary, briefing, literature review, or comparison and the
material is reachable via list_files / read_file / grep_files.
list_files on the user-specified directory (or the whole
workspace) and pick the files most likely to contain the answer.AGENTS.md to write the report. Prefer
bulleted lists; reserve prose for the introduction and conclusion.Markdown report following the AGENTS.md template. End with a ## Sources
section listing every cited file with a one-line gloss.