audit-agents-skills

audit-agents-skills is a skill for Claude Code from FlorianBruniaux/claude-code-plugins. It costs 41 tokens per session (3,969 once invoked), scanned A, original, MIT.

A quality-checking guide for Claude Code agents, skills, and commands that scores them against structured best-practice criteria.

In plain words
What is it for?
Use it to audit these components, compare them with reference templates, assess production readiness, and receive fix suggestions.
Why use it?
It replaces an inconsistent manual review with repeatable checks and identifies areas that may need improvement.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter. Also seen: reads .claude/ paths; mentions Claude Code.

Part of the ai-methodology plugin — 17 skills, 4 commands, 1 agent, 1 hook shipped together

Good fit Use it to audit these components, compare them with reference templates, assess production readiness, and receive fix suggestions.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/florianbruniaux/claude-code-plugins/audit-agents-skills
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add FlorianBruniaux/claude-code-plugins --skill audit-agents-skills
Clone the repo
git clone --depth 1 https://github.com/FlorianBruniaux/claude-code-plugins

Made for: Claude Code.

Or install ai-methodology, the plugin that ships this one along with the rest of its 17 skills, 4 commands, 1 agent, 1 hook.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for audit-agents-skills

README.md
[![agentmods](https://agentmods.dev/badge/skills/florianbruniaux/claude-code-plugins/audit-agents-skills.svg)](https://agentmods.dev/skills/florianbruniaux/claude-code-plugins/audit-agents-skills)
Your own site
<a href="https://agentmods.dev/skills/florianbruniaux/claude-code-plugins/audit-agents-skills"><img src="https://agentmods.dev/badge/skills/florianbruniaux/claude-code-plugins/audit-agents-skills.svg" alt="Measured on agentmods" height="20"></a>
Per session 41 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,969 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 1 finding, up to high

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • high Agent Snooping · line 450
    Skill reads from agent configuration directories (.claude/, .codex/, .gemini/). These directories may contain API keys, personal settings, and other credentials that the skill has no legitimate need to access.
    Fix: Remove all code or instructions that access agent configuration directories (.claude/, .codex/, .gemini/). If configuration values are needed, pass them explicitly as parameters or environment variabl
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00041 $0.03969
Opus 5 $0.00020 $0.01985
Sonnet 5 $0.00008 $0.00794
Haiku 4.5 $0.00004 $0.00397

Measured 8d ago against content hash 8173c3d7eb13, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade A, and why

audit-agents-skills scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 8d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Reads agent configuration directorieslowAgent snooping

.claude/, .codex/, .gemini/ hold keys, settings and other credentials a mod has no legitimate need for.

changed_files=$(git diff --cached --name-only | grep -E "^\.claude/(agents|skills|commands)/")

Downgraded: this mod is about security review, or the phrase is quoted, so it is likely naming the pattern rather than instructing it.

plugins/ai-methodology/skills/audit-agents-skills/SKILL.md · 548 lines

How it starts

The opening of the file, as written. The whole thing — 548 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Audit Agents/Skills/Commands (Advanced Skill)

Comprehensive quality audit system for Claude Code agents, skills, and commands. Provides quantitative scoring, comparative analysis, and production readiness grading based on industry best practices.

Purpose

Problem: Manual validation of agents/skills is error-prone and inconsistent. According to the LangChain Agent Report 2026, 29.5% of organizations deploy agents without systematic evaluation, leading to "agent bugs" as the top challenge (18% of teams).

Solution: Automated quality scoring across 16 weighted criteria with production readiness thresholds (80% = Grade B minimum for production deployment).

Key Features:

  • Quantitative scoring (32 points for agents/skills, 20 for commands)
  • Weighted criteria (Identity 3x, Prompt 2x, Validation 1x, Design 2x)
  • Production readiness grading (A-F scale with 80% threshold)
  • Comparative analysis vs reference templates
  • JSON/Markdown dual output for programmatic integration
  • Fix suggestions for failing criteria

Modes

Mode Usage Output
Quick Audit Top-5 critical criteria only Fast pass/fail (3-5 min for 20 files)
Full Audit All 16 criteria per file Detailed scores + recommendations (10-15 min)
Comparative Full + benchmark vs templates Analysis + gap identification (15-20 min)

Default: Full Audit (recommended for first run)


Methodology

Why These Criteria?

The 16-criteria framework is derived from:

  1. Claude Code Best Practices (Ultimate Guide line 4921: Agent Validation Checklist)
  2. Industry Data (LangChain Agent Report 2026: evaluation gaps)
  3. Production Failures (Community feedback on hardcoded paths, missing error handling)
  4. Composition Patterns (Skills should reference other skills, agents should be modular)

Scoring Philosophy

Weight Rationale:

  • Identity (3x): If users can't find/invoke the agent, quality is irrelevant (discoverability > quality)
  • Prompt (2x): Determines reliability and accuracy of outputs
  • Validation (1x): Improves robustness but is secondary to core functionality
  • Design (2x): Impacts long-term maintainability and scalability

Read the full file on GitHub · 548 lines

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 8d ago First seen · 548 lines · 41 tokens per session scan A 8173c3d7eb13

Subscribe to this mod's changes

audit-agents-skills is a skill published in the GitHub repository FlorianBruniaux/claude-code-plugins (40 stars, last pushed 6d ago), licensed MIT. It adds 41 tokens to every session and 3,969 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 1 finding (reads agent configuration directories). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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