skill-retro
Use when the user wants their skills graded from real session history, asks which installed skills actually work, or wants evidence-backed skill edits. Collects local sessions with collect_sessions.py, scores them against two rubrics and gates edits with score_aggregator.py.
Target: Target not categorized. Automatically collected · unverified.
Excerpt from the author’s documentation
Extracted from a fixed version of SKILL.md in its original language. This is the author’s documentation; installation, compatibility and runtime results have not been verified by this site.
Read the original English text
Topics in the source
- skill-retro — grade the agent setup from real sessions
- Hard rules
- Scripts
- References and assets
Privacy is the contract. Everything runs locally. Transcripts are condensed, secret-redacted, chmod-0600, and never uploaded — the only shareable artifact is the report the user chooses to share. Run from the repo being graded. Every artifact goes to one fresh scratch dir, never into the repo: 1 — Collect. Scans Claude Code project-history JSONL and Codex rollouts, discovers repo skills (.claude/skills, .agents/skills, .codex/skills, plugin layouts), detects skill usage (Skill invocations, slash commands, SKILL.md paths), samples newest-first, and writes redacted transcripts. Read $RUN/inventory.json: if sessionssampled is 0, tell the user there is nothing recent to score (suggest --days 90 or --repo) and stop. skillsfound 0 is fine — the report becomes a case for creating skills. To grade headless runs (for example skill evals saved as stream-json), add --sessions-dir . 2 — Score. python scripts/scoreaggregator.py --inventory "$RUN/inventory.json" -emit-template > "$RUN/sessionscores.json". Read each transcript in $RUN/transcripts/ and judge it against both rubrics — scorers/efficiency.md and scorers/code-quality.md. Fill the template with a label from the rubric's table and a 1–3
This is an excerpt. Refer to the complete source and its current requirements.
- Source repository
- alirezarezvani/claude-skills
- Source file
- engineering/skill-retro/skills/skill-retro/SKILL.md
- Fixed revision
- 8f082544116fc0d014188e521ca40304cdfc86b0
Requirements
- Only the author’s Skill metadata is included. Read the full instructions to check dependencies, licensing and conditions of use.
A small first task
先阅读原作者说明,再决定是否在自己的 AI 工具中使用。
Instructions for your AI tool
- Claude Desktop: resource-specific guide not available yet
- Claude Code: resource-specific guide not available yet
- Cursor: resource-specific guide not available yet
- Codex: resource-specific guide not available yet
Author documentation is not live verification by this site. Without evidence, we do not mark a resource as compatible, safe or free.
Sources and evidence
This record was collected automatically. Its documentation, suitability and runtime behavior have not been manually verified.
Author: alirezarezvani/claude-skills · original repository metadata. Documentation review: Not reviewed. Last source check: 2026-11-09T14:01:46.714Z.
Categories are inferred from names, descriptions and paths. They do not establish compatibility.
License and attribution
MIT. Third-party content and copyright remain with their authors. Refer to the original license and terms.
Original license ↗Synchronization, copying and user-reported success do not mark a resource as runtime-tested.
Limitations and notes
- Collecting metadata does not mean this site has installed, adapted, runtime-tested or security-reviewed the resource.