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    📌 TODO FIXME Extractor

    1

    The TODO FIXME Extractor is a specialized developer tool designed to automatically inventory technical debt markers embedded in your source code.

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    See it in action

    You say

    Scan my current repository and list all the technical debt comments you find, grouped by their type.

    Your agent does

    Tech Debt Audit Findings:

    • FIXME [auth.py:42]: Session timeout logic is hardcoded.
    • TODO [db/connector.py:12]: Migrate to connection pooling in v2.
    • HACK [utils/parser.py:89]: Regex fix for edge case; need proper lexer.
    • BUG [api/routes.py:101]: Intermittent 500 error here.

    About this skill

    What it does

    The TODO FIXME Extractor is a specialized developer tool designed to automatically inventory technical debt markers embedded in your source code. It scans your repository to identify and categorize comments labeled with TODO, FIXME, HACK, XXX, and BUG, providing a structured report of where your code needs attention.

    Why use this skill

    Manual Grepping for comments is inefficient and prone to noise. This skill provides a clean, actionable audit of tech debt by extracting the exact file path, line number, and comment context. Use it to:

    • Audit project health before a release or sprint planning.
    • Onboard to a new codebase by identifying known issues and shortcuts.
    • Quantify technical debt across different modules.
    • Filter out noise from dependency and build directories automatically.

    How it works

    By invoking this skill, your agent executes a targeted scan of your source files. It returns a categorized list of findings, including the specific tag used and the developer's notes, allowing you to scope cleanup work without manually hunting through files.

    code-review
    tech-debt
    code-audit
    static-analysis
    maintenance

    How to install

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

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