Skill Auditor
by Matthew King
Audit, score, and improve your AI agent skills for higher quality, lower token costs, better reliability, and marketplace success. Get actionable recommendations for prompts, instructions, tool usage, error handling, and user experience.
- Audit AI agent skills before publishing to a marketplace
- Reduce token costs and improve AI agent performance
- Identify prompt engineering and workflow design issues
$5
· or 25 creditsSecure checkout via Stripe
Included in download
- Audit AI agent skills before publishing to a marketplace
- Identify prompt engineering and workflow design issues
- terminal, browser automation included
- Ready for Claude Code
Sample input
Audit my agent skill for structural issues and give me a remediation plan to bring it to a higher score.
Sample output
Baseline Score: 6.4/10 Layer 1 (Structural): High Risk. SKILL.md is a 4k token monolith. Action: Move references to /assets/ and implement progressive disclosure. Expected Lift: +1.2. Layer 2 (Packaging): Missing LICENSE and agents/openai.yaml. Fix: Standardizing metadata frontmatter.
Audit, score, and improve your AI agent skills for higher quality, lower token costs, better reliability, and marketplace success. Get actionable recommendations for prompts, instructions, tool usage, error handling, and user experience.
$5
· or 25 creditsSecure checkout via Stripe
Included in download
- Audit AI agent skills before publishing to a marketplace
- Identify prompt engineering and workflow design issues
- terminal, browser automation included
- Ready for Claude Code
- Instant install
Sample input
Audit my agent skill for structural issues and give me a remediation plan to bring it to a higher score.
Sample output
Baseline Score: 6.4/10 Layer 1 (Structural): High Risk. SKILL.md is a 4k token monolith. Action: Move references to /assets/ and implement progressive disclosure. Expected Lift: +1.2. Layer 2 (Packaging): Missing LICENSE and agents/openai.yaml. Fix: Standardizing metadata frontmatter.
About This Skill
Why use this skill
Creating an AI skill that performs consistently, scales efficiently, and meets marketplace expectations is difficult. This auditor helps you identify hidden weaknesses such as:- Prompt bloat
- Ambiguous instructions
- Poor workflow design
- Platform lock-in
- Missing metadata
- Weak user experience
What you'll receive
Quality ScorecardDetailed scoring across:
- Quality
- Efficiency
- Reliability
- Maintainability
- Portability
- Marketplace readiness
- Optimization Report
- Token Efficiency Analysis
- Identification of unnecessary instructions, repetition, and token waste.
- Portability Review
- Guidance for making skills work consistently across multiple AI platforms.
- Remediation Roadmap
- A step-by-step plan to reach your target quality score.
- Fix Mode
- Generation of missing metadata, README files, licensing guidance, and supporting documentation.
- AI skill creators preparing for marketplace publication
- Developers building reusable AI agents
- Teams looking to improve quality and reduce token costs
- Creators seeking higher marketplace ratings and adoption
Use Cases
- Audit AI agent skills before publishing to a marketplace
- Reduce token costs and improve AI agent performance
- Identify prompt engineering and workflow design issues
- Improve AI skill quality scores and marketplace readiness
- Make AI skills portable across Claude, Cursor, and OpenAI
- Generate missing metadata, documentation, and repository assets
- Review SKILL.md files for quality, reliability, and maintainability
- Optimize agent workflows for efficiency and consistency
Known Limitations
- Limited to analyzing file-based skills (SKILL.md format).
- Cannot execute/live-test tool code.
- Quality improves with full file access.
How to Install
mkdir -p ~/.claude/skills && curl -sL https://www.agensi.io/api/install/skill-auditor -o /tmp/skill-auditor.zip && unzip -o /tmp/skill-auditor.zip -d ~/.claude/skills && rm /tmp/skill-auditor.zipFree skills install directly. Paid skills require purchase - use the download button above after buying.
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Security Scanned
Passed automated security review
Permissions
File Scopes
Tags
Claude Code, Cursor, Codex CLI, and other SKILL.md-compatible agents.
Creator
Building quality-driven AI solutions that streamline complex processes, improve decision-making, and deliver outcomes you can trust.
Frequently Asked Questions
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