Plugin Audit
SkillAI & modelsThis skill adds a large library of ready-made skills, commands, and agents to your AI. Once it is added, your AI can draw on hundreds of prebuilt capabilities for coding, marketing, product, compliance, research, and business tasks, so you spend less time writing instructions from scratch.
Use Plugin Audit in Claude, ChatGPT or Ahel Desktop
Free. Sign in, add Plugin Audit and connect your AI. About a minute.
Also: Claude Code · Cursor · Codex
Then ask your AI: use the Plugin Audit skill
Details
Instructions available. Your AI can read the instructions. Execution depends on the setup they require.
Account requirements not reviewed. Check the skill instructions before use; ahel provides instructions and does not run this skill.
No other account needed.
After adding it, give your AI a task in one of the covered areas, like reviewing code, drafting a marketing plan, or summarizing research, and it will use the matching prebuilt skill from the library. You can browse the full library at github.com/alirezarezvani/claude-skills to see what is included.
What your AI can do with it
- Use hundreds of prebuilt skills for coding and engineering work
- Run 30+ specialized agents for research, advisory, and business operations
- Access 70+ custom commands for everyday tasks
- Cover marketing, product, and compliance work with prebuilt skills and commands
- Customize references and scripts to fit your workflow
What this skill tells your AI
The instructions your AI receives, as published by alirezarezvani/claude-skills in .gemini/skills/plugin-audit/SKILL.md and read by ahel’s review.
Audit how well vercel-plugin skill injection performs on real-world Claude Code sessions.
Workflow
1. Locate conversation logs
Find JSONL conversation logs for a target project:
ls -lt ~/.claude/projects/-Users-*-<project-name>/*.jsonl
The path uses the project's absolute path with slashes replaced by hyphens and a leading hyphen.
2. Extract tool calls
Parse the JSONL log to extract all tool_use entries. Each line is a JSON object with message.content[] containing type: "tool_use" blocks. Extract name and input fields. Group by tool type (Bash, Read, Write, Edit).
3. Test hook matching
Use the exported pipeline functions directly — do NOT shell out to the hook script for each test. Import from the hooks directory:
import { loadSkills, matchSkills } from "./hooks/pretooluse-skill-inject.mjs";
import { createLogger } from "./hooks/logger.mjs";
Call loadSkills() once, then matchSkills(toolName, toolInput, compiledSkills) for each tool call. This is fast and gives exact match results.
4. Identify gaps
Compare matched skills against what SHOULD have matched based on the project's technology stack. Common gap categories:
- Path pattern gaps: Files that should trigger a skill but don't (e.g.,
src/db/schema.tsnot matchingvercel-storage) - Bash pattern gaps: Commands that should trigger but don't (e.g., missing package manager variants)
- Dedup masking: Skills that matched but were deduped before injection
- Budget/cap drops: Skills matched but dropped by the 12KB budget or 3-skill ceiling
5. Check plugin cache staleness
Compare the installed plugin cache against the dev version:
# Cache location
~/.claude/plugins/cache/vercel-labs-vercel-plugin/vercel-plugin/<version>/
# Compare skill content
diff <(grep 'pattern' skills/<skill>/SKILL.md) <(grep 'pattern' ~/.claude/plugins/cache/.../skills/<skill>/SKILL.md)
Check ~/.claude/plugins/installed_plugins.json for version and git SHA.
Report Format
Produce a structured report with:
- Session summary: Project, date, tool call count, model
- Match matrix: Table of tool calls × matched skills (with match type)
- Coverage gaps: Unmatched tool calls that should have matched, with suggested pattern additions
- Dedup timeline: Order of skill injections and what got deduped
- Cache status: Whether installed version matches dev, with specific diffs
References
Signals
- GitHub stars
- 27k
- Forks
- 4k
- Last commit
- Aug 2026
Advanced
- Item type
- skill
- Key
plugin-audit- Source
- github.com/alirezarezvani/claude-skills
github.com/alirezarezvani/claude-skills
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