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    skill-auditor

    by Matthew King

    Audit, score, and optimize your AI agent skills for premium quality, token efficiency, and marketplace readiness.

    Updated May 2026
    Security scanned
    One-time purchase

    $5

    · or 25 credits

    One-time purchase

    30-day refund guarantee

    Secure checkout via Stripe

    Included in download

    • Prepare AI agent skills for sale on professional marketplaces
    • Convert platform-specific prompts into tool-agnostic reusable skills
    • terminal, browser automation included
    • Includes example output and usage patterns
    • Instant install

    See it in action

    A real example of what this skill takes in and produces.

    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

    What it does

    The Skill Auditor is a specialized development tool designed to review, score, and optimize agentic skills (SKILL.md). It acts as a senior product editor, inspecting your AI agents' logic for token efficiency, runtime portability, and marketplace readiness. It doesn't just look at instructions; it analyzes the entire package—including workflow design, metadata, and asset quality—to ensure your skills are commercial-grade.

    Why use this skill

    Writing a prompt is easy; building a reusable, high-performance skill that works across different AI platforms (like Claude Code, Cursor, or OpenAI) is difficult. This auditor identifies "token bloat," removes runtime-specific lock-in, and enforces evidence-based logic to prevent hallucinations. It provides a concrete remediation plan to take your skill from a basic prompt to a premium, sale-ready asset.

    Supported Outputs

    • Full Audits: Comprehensive scoring across seven dimensions including portability and maintenance.
    • Remediation Plans: Layered, dependency-ordered roadmaps to reach a target quality score.
    • Fix Mode: Automatic generation of missing metadata, LICENSE files, and READMEs.
    • Portability Reviews: Specific edits to make skills engine-agnostic.

    Use Cases

    • Optimize SKILL.md files to reduce token consumption and latency
    • Prepare AI agent skills for sale on professional marketplaces
    • Convert platform-specific prompts into tool-agnostic reusable skills
    • Generate missing documentation and metadata for agentic repositories

    Reviews

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    Security Scanned

    Passed automated security review

    Permissions

    Terminal / Shell
    Browser

    File Scopes

    skill-auditor/**

    Tags

    devops
    prompt-engineering
    quality-assurance
    optimization
    developer-tools

    Creator

    Matthew King

    Frequently Asked Questions

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