Individual skill
skill-evaluation
Evaluate any agent skill against a merged framework — Anthropic's Claude Code best practices plus Matt Pocock's writing-great-skills methodology — across 4 axes (Trigger, Structure, Steering, Pruning). Produces an evidence-cited scorecard (0–100), a weighted overall score, and diagnosed failure modes with prioritized fixes. Use when the user asks to evaluate, rate, or audit a skill ("evaluate this skill", "skill scorecard", "review SKILL.md"), or to compare two skills.
skills/skill-evaluation/SKILL.md
Source commit ec4099f92fdeadcf1771c2a3f64efa4970733c89
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- No
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Not checked yet
- Last checked
- Nov 5, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
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An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.
Repository context
- Repository stars (not skill ratings)
- 133
- Repository last updated
- Nov 1, 2026
- License
- Apache-2.0
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- agentic-ai Repository topic
- agentic-skills Repository topic
- skills Repository topic
- steering Repository topic
- claude-code Repository topic
- claude-skills Repository topic
- codex Repository topic
- codex-skill Repository topic
- codex-skills Repository topic
- hermes-agent Repository topic
- writing Derived category
- security Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
SKILL.mdcore · 15,341 bytesSKILL.mdcore · 15,341 bytesreferences/categories.mddoc · 4,813 bytesreferences/mechanics.mddoc · 6,559 bytesreferences/output-template.mddoc · 5,365 bytesscripts/score.pyruns · 1,981 bytes
Read excerpt
# Skill Evaluation
If you need the vocabulary and tests behind Axes 1, 3, and 4 (leading words,
completion criteria, context pointers, the deletion test, failure-mode
definitions), read `references/mechanics.md` before scoring those axes.
## Source
- [Lessons from building Claude Code: How we use skills](https://claude.com/blog/lessons-from-building-claude-code-how-we-use-skills) — Anthropic, Jun 2026
- "The Missing Manual: How to Write Great Skills" — Matt Pocock, AI Engineer World's Fair 2026 ([video](https://www.youtube.com/watch?v=UNzCG3lw6O0)), and his `writing-great-skills` skill
## Parameters
| Parameter | Description | Default |