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    Works with the AI tools you already use

    Claude CodeClaude CodeCursorCursorCodex CLICodex CLIGitHub CopilotGitHub CopilotGemini CLIGemini CLI+20 more

    🗂️ Model Inventory Auditor

    2

    Find pattern-based model/provider references in reviewed source and prepare an explicitly incomplete inventory for deployment review.

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    🗂️ Model Inventory Auditor

    🗂️ Model Inventory Auditor

    Example session with this skill installed

    Run the packaged risky-sample fixture with Model Inventory Auditor v1.1.0. Explain the findings without treating detected strings as complete runtime inventory.

    • Read your context and instructions
    • Compiled the model inventory auditor

    Packaged fixture run, not customer evidence

    Command: python scripts/scan_model_inventory.py fixtures/risky-sample

    Coverage

    incomplete. The run detects OpenAI-associated model strings gpt-4o at app.py:6 and gpt-4o-2024-08-06 at app.py:7. Paths below are package-relative.

    All seven reported findings

    • MIA001, medium, app.py:6: model-like literal gpt-4o to review.
    • MIA004, medium, app.py:6: review configuration indirection.
    • MIA001, medium, app.py:7: model-like literal gpt-4o-2024-08-06 to review.
    • MIA004, medium, app.py:7: review configuration indirection.
    • MIA002, high, summary: only one model provider detected, OpenAI. This does not prove no fallback exists.
    • MIA003, medium, summary: logical model gpt-4o has inconsistent IDs.
    • MIA005, low, package.json:1: pinned provider dependency with no detected alternative.

    Next step

    Review deployment identity and runtime use. The optional JSON handoff starts incomplete with unresolved provider/platform identity; do not convert these detections into a complete bill of materials or a retirement verdict.

    MIA005, low, package.json

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

    What you get

    A pattern-based starting inventory with file/line references and explicit coverage gapsHardcoded model literals to review for configuration indirectionDetected provider concentration to investigate, not proof of missing failoverInconsistent detected model references and an incomplete retirement-planning handoff

    About this skill

    What you get

    Model Inventory Auditor v1.1.0 provides a local read-only scanner, editable detection patterns, fixtures, tests and an optional JSON retirement handoff. Findings include model strings and file/line references, not copied source lines.

    Who it helps

    A developer or maintainer starting a model-dependency review. Pattern matches may be comments or examples rather than runtime use. A single detected provider does not prove that the application lacks a fallback.

    Before you start

    Downloadable skill, not a hosted app. Use Python 3.10+ and a compatible agent or terminal. Standard library only. Extract the complete folder and supply reviewed, non-secret source/configuration. Environment files, including .env.example, are excluded; other secrets are not reliably detected.

    First run

    python scripts/scan_model_inventory.py fixtures/risky-sample

    Review the sample before substituting approved source. Add --json for the incomplete retirement handoff and read the included retirement-handoff reference before resolving platform/provider identities.

    Limits

    No complete runtime discovery, model calls or source edits. Dynamic routing, unsupported providers and skipped content remain coverage gaps. Missing, linked or unreadable inputs produce CANNOT_ASSESS, not a clean assessment.

    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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    Security scanned

    Verified clean 3 days ago

    • Passed all security checks, Safe to install

    Listed3 months ago
    Updated3 days ago

    What's inside

    Frequently Asked Questions