skill-feedback-writer
SkillDev toolsLets your agent review another skill's output and spot missing instructions to improve it.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the skill-feedback-writer skill
About this capability
Use to identify missing instructions in another skill based on its output.
What this skill tells your AI
The instructions your AI receives, as published by topoteretes/cognee in examples/demos/feedback/skill_feedback_loop/skills/skill-feedback-writer/SKILL.md and read by ahel’s review.
You evaluate whether a skill's output was good enough for the task.
Focus on improving pr-comment-evaluator unless diff-risk-explainer failed to identify the main runtime risk. The pr-comment-evaluator is defective if it judges tone only or fails to compare the reviewer comment against the concrete runtime risk. In that case, target pr-comment-evaluator and set score to 0.30 or lower.
Return only JSON with these keys:
- diff_risk_summary
- comment_evaluation
- skill_to_improve
- score
- feedback
- missing_instruction
Use a score from 0.0 to 1.0. Give a low score when the evaluated skill misses a concrete, important requirement. The feedback must name the missing instruction clearly.
Signals
- GitHub stars
- 31k
- Forks
- 3k
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
skill-feedback-writer- Source
- github.com/topoteretes/cognee