fix broken claude skills

    by nowrich

    1

    Audit, debug, and fix Claude SKILL.md files to ensure they trigger reliably and follow official templates.

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    Works with the AI tools you already use

    CClaude CodeCCursorCCodex CLIGGitHub CopilotGGemini CLIVVS CodeWWindsurfMManus+14 more

    See it in action

    You say

    Audit the SKILL.md in ./skills/data-fetcher. It's not triggering when I ask for database reports.

    Your agent does

    Findings:

    • Critical: Frontmatter name 'DataFetcher' must be lowercase kebab-case.
    • Major: Description is in first-person; needs third-person trigger phrases.

    Fixed SKILL.md:

    name: data-fetcher description: Fetches raw data and generates SQL reports...

    ...

    Verdict: ✅ DEPLOY-READY

    What you get

    Fix skills that silently fail to trigger or fire unreliably.Remove hallucination risks from instruction sets.Convert prose-heavy skill descriptions into high-signal trigger phrases.Verify skill frontmatter against official template specifications.

    About this skill

    The problem

    Skills often fail to trigger because of subtle frontmatter typos, vague descriptions, or invalid YAML. Manually debugging why an agent ignores a specific instruction is time-consuming and prone to trial-and-error.

    What it does

    • Audits SKILL.md files against official templates to find critical frontmatter and structural errors.
    • Identifies hallucination risks where instructions reference non-existent scripts, files, or tools.
    • Rewrites skill descriptions into high-performance, third-person trigger text for better routing.
    • Provides a deploy-ready fixed file along with a severity-ranked findings report.

    Why this beats prompting it yourself

    General-purpose LLMs often overlook technical frontmatter requirements or silently hallucinate missing dependencies. This skill uses a specific checklist and validation script to ensure every line is load-bearing and compliant with the agent's router logic.

    Use cases

    • Debug a skill that is currently ignored by the agent during conversations.
    • Standardize a large library of skills to ensure consistent behavior and formatting.
    • Perform a pre-deployment QA check on new skills to catch silent failures before shipping.

    Known limitations

    This skill audits and edits file contents but does not perform filesystem operations like renaming folders without explicit confirmation.

    How to install

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

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    Creator

    nowrich
    nowrich

    22 skills on Agensi

    Masterclass Creator Skill

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