review-skill

Audits an existing SKILL.md for triggering, scope, prose, and domain accuracy, then applies approved fixes.

Updated Apr 12, 2026
One-click install
npx skills add https://github.com/azborgonovo/ai-skills --skill review-skill-azborgonovo
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: review-skill
Source: https://github.com/azborgonovo/ai-skills/tree/main/skills/agent-docs/review-skill
Command: npx skills add https://github.com/azborgonovo/ai-skills --skill review-skill-azborgonovo

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Skills degrade over time: descriptions stop triggering, prose bloats with redundant lines, and domain terminology drifts from current documentation. This Skill statically reviews an existing SKILL.md, ranks concrete findings by severity, and applies the fixes the user approves. ## Core Features & Use Cases - Multi-dimension audit: Reviews triggering, scope, prose leanness, structure, frontmatter validity, and repo-specific authoring conventions, with each finding tied to specific lines. - Domain fidelity checks: Verifies terminology and patterns in domain-specific skills against current documentation via the ctx7 CLI, WebFetch, or WebSearch, citing sources for every finding. - Critique-then-edit workflow: Presents findings ranked as Blocking, Important, or Nit, then offers to apply all, some, or a user-picked subset of fixes. - Use Case: You drafted a skill that never seems to trigger. Point this Skill at its SKILL.md and it flags that the description lacks the recommended "Use when ..." phrasing and overlaps with a neighboring skill, then rewrites it after you approve. ## Quick Start Review the skill at skills/agent-docs/review-skill/SKILL.md and list the findings by severity.

Frequently Asked Questions about review-skill

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I review a Claude skill that is not triggering?▼

Point this Skill at the SKILL.md path or name. It checks whether the description front-loads the leading word, uses third-person phrasing with a "Use when ..." clause, and overlaps with neighboring skills, then proposes fixes you can approve.

How to audit a SKILL.md file for quality issues?▼

Invoke the Skill with the skill name or path. It walks triggering, scope, prose leanness, structure, and frontmatter validity, ties each finding to specific lines, and ranks them as Blocking, Important, or Nit.

Does skill review measure trigger rates or run evals?▼

No. This Skill performs static review only and explicitly excludes eval runs, benchmarks, and automated description optimization. Measuring trigger rates requires a separate eval loop, which the Skill will tell you to run elsewhere.

Can it verify a skill's domain terminology against current docs?▼

Yes, for domain-specific skills. It fetches current documentation using the ctx7 CLI or WebFetch for libraries and cloud services, and WebSearch for methodologies, then flags stale or contradicted terminology with cited sources.

Does the review edit my skill automatically?▼

No. It always presents findings first and waits for approval. You choose to apply every blocking and important finding, all findings, or a subset you pick, and only then does it edit the files.