Works with the AI tools you already use

    CClaude CodeCCursorCCodex CLIGGitHub CopilotGGemini CLIVVS CodeWWindsurf+15 more

    Skill Auditor

    by Matthew King

    2

    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 credits

    30-day refund guarantee

    Secure checkout via Stripe

    0 installsNo reviews yet

    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
    You'll receive actionable recommendations that improve quality, reduce operating costs, and increase the likelihood of marketplace approval and adoption.

    What you'll receive

    Quality Scorecard
    Detailed scoring across:
    • Quality
    • Efficiency
    • Reliability
    • Maintainability
    • Portability
    • Marketplace readiness
    • Optimization Report
    Prioritized recommendations ranked by impact and effort.
    • 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.
    Best for
    • 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
    prompt-engineering
    quality-assurance
    optimization
    developer-tools
    ai-agents
    skill-optimization
    ai-development
    skill-audit

    Details

    How to install

    Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.

    Reviews

    No reviews yet - be the first to share your experience.

    Only users who have downloaded or purchased this skill can leave a review.

    Security Scanned

    Passed automated security review

    Permissions

    Terminal / Shell
    Browser

    File Scopes

    skill-auditor/**

    Creator

    Matthew King

    Building quality-driven AI solutions that streamline complex processes, improve decision-making, and deliver outcomes you can trust.

    Frequently Asked Questions

    Browse More Skills

    designing-hybrid-context-layers

    Architects the right retrieval strategy for every query — teaching your agent when to use RAG, a knowledge graph, or a temporal index instead of defaulting to vector search for everything.

    $10
    165.0(1)

    synthesizing-institutional-knowledge

    Builds the organizational memory schema your AI agent needs to answer why — capturing decision provenance, causal chains, and event context that embedding-based retrieval permanently discards.

    $10
    55.0(1)

    api-designer

    Professional API design and review skill for REST, GraphQL, and event-driven architectures.

    $5
    0No reviews

    code-reviewer

    Reviews your code for bugs, security vulnerabilities, logic errors, performance issues, and style violations. Organizes findings by severity and suggests fixes with code examples.

    Free
    7825.0(3)