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📌 TODO FIXME Extractor
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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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.
How to install
Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.
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Creator
JustHandled Labs builds focused agent skills for the work nobody wants to do by hand. Each one is a single repeatable job done well: catching the security and data mistakes that quietly ship, keeping docs and tests honest, gating the commands an agent is about to run, sharpening writing, and handling the founder chores around launches, outreach, and brand setup. Not generic AI productivity. Specific workflows that are easy to run, review, and repeat. Maintained by H.J. Westerfield, with a background in communications, editing, project coordination, customer support, and practical AI systems. Tools for people who want useful automation without theatrical complexity.
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