Skill Health Scanner

    2

    Instantly diagnose any skill or prompt and get a clear, prioritized report on what’s wrong and how to fix it — across any agent.

    Free

    28 installsSecurity scanned

    Works with the AI tools you already use

    Claude CodeClaude CodeCursorCursorCodex CLICodex CLIMuseMuseDotsDots+22 more

    Skill Health Scanner

    Example session with this skill installed

    I have this skill for writing good PR descriptions. Can you scan it?

    name: "Good PR Descriptions"
    description: "Write clear pull request descriptions"
    version: 1.0.0

    Good PR Descriptions

    Write a good pull request description for the changes in the current branch.

    Agent Operating Procedure

    1. Look at the git diff
    2. Understand what changed
    3. Write a description
    • Read your context and instructions
    • Compiled the health scanner
    • Generated the document

    Skill Health Report

    Skill Name
    Good PR Descriptions

    Target Models
    Universal / Cross-Agent (no specific models provided)

    Overall Score & Verdict
    4/10 — 🔴 Critical Issues

    Dimension Scores

    • Clarity of Purpose: 6/10 — The goal is understandable but very generic.
    • Trigger Conditions: 2/10 — No positive or negative examples. Extremely vague.
    • Instruction Quality: 3/10 — Extremely high-level. No structure or guardrails.
    • Output Contract: 2/10 — No template or required format.
    • Safety & Guardrails: 8/10 — No obvious risks.
    • Cross-Agent Portability: 3/10 — Heavily relies on implicit understanding of “git diff”.

    Model Compatibility Notes

    • Claude 3.x: ⚠️ Needs Work — Very likely to produce vague or overly long descriptions.
    • GPT-4 family: ❌ Critical Issues — Will probably hallucinate a PR description instead of following a process.
    • Gemini 1.5+: ❌ Critical Issues — No structure for the model to follow.
    • Local / Smaller Models: ❌ Critical Issues — Far too underspecified.

    Top Issues (Prioritized)

    1. No output template

      • Why it matters: Without a required structure, every run produces different quality and format.
      • How to fix: Add a mandatory markdown template with specific sections.

    2. Completely missing trigger conditions

      • Why it matters: The skill has no idea when it should or should not be used.
      • How to fix: Add clear “When to Use” and “When NOT to Use” sections with examples.

    3. No Agent Operating Procedure

      • Why it matters: The current instructions are too vague for reliable execution.
      • How to fix: Break the process into explicit, numbered phases with verification steps.

    Recommended Fixes

    Quick Wins (Under 10 minutes)

    • Add a required PR description template.
    • Write “When to Use” and “When NOT to Use” sections with 2–3 examples each.

    Structural Improvements (10+ minutes)

    • Turn the current 3-step list into a proper 5-phase Agent Operating Procedure.
    • Add a “Verification” step after drafting the description.

    Next Steps (Optional)
    You can implement these fixes manually, or ask for recommendations on deeper tools if you want systematic help.

    skill-health-scanner.pdf

    PDF · document

    Generated

    Example file from a real run - the skill writes it into your workspace.

    Connects securely to your tools. The creator never sees your data.

    About this skill

    Instantly diagnose why your skills and prompts underperform

    You’ve spent time writing a skill or prompt, but the results are inconsistent, it only works in one agent, or it fails to trigger reliably. Skill Health Scanner gives you a fast, structured diagnosis of any SKILL.md or system prompt — no matter which agent it was written for.

    What you get

    • Model-aware analysis — See how your skill performs across Claude, GPT-4, Gemini, Grok, Cursor, Copilot, and local models.
    • Clear scoring — Six key dimensions scored with concrete explanations and confidence levels.
    • Prioritized fixes — Know exactly what to change first, with “why it matters” and “how to fix” guidance.
    • Portability insights — Understand which parts will break when moving the skill between agents.
    • Actionable report — Get a clean, copy-paste ready report you can use immediately.

    Perfect for

    • Anyone who writes skills or complex prompts across multiple agents
    • People evaluating skills they found in marketplaces or shared by others
    • Teams standardizing prompt/skill quality
    • Creators who want to improve their skills before publishing

    Zero friction. Paste a skill or prompt and get a clear diagnosis in seconds — completely free, no account required.

    How to install

    Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.

    ~30 seconds
    1. 1

      Download the ZIP

      Free skills download straight away. Paid skills unlock right after purchase.

    2. 2

      Unzip into your skills folder

      Every agent reads skills from one folder on your machine. Drop the unzipped folder in there.

    3. 3

      Ask your agent to use it

      Restart the agent if it was already running. It picks the skill up automatically - no config needed.

    Skills folder by agent

    Click the path to copy it. Create the folder if it does not exist yet.

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    Verified clean 4 months ago

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    Listed4 months ago

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    Frequently Asked Questions