summarize
SkillFiles & storageProduce concise, accurate summaries of files, logs, and long technical content.
Available today. Use it from your connected AI after setup.
No other account needed.
Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.
Then ask your AI: use the summarize skill
What this skill tells your AI
The instructions your AI receives, as published by kafclaw/kafclaw in skills/summarize/SKILL.md and read by ahel’s review.
Use for long artifacts that need actionable summaries.
Workflow
- Identify objective and audience.
- Preserve key technical details and decisions.
- Output: findings, risks, next actions.
Safety
- Do not fabricate missing details.
- Mark uncertainty explicitly.
Signals
- GitHub stars
- 21
- Forks
- 7
- Last commit
- Sep 2026
- Hacker News mentions
- 20
Advanced
- Item type
- skill
- Key
summarize-kafclaw- Source
- github.com/kafclaw/kafclaw