Remove AI-generated code slop from a branch: unnecessary comments, redundant defensive checks, boilerplate, style drift, and type casts. Use for cleanup of AI-written code, not for broad code review, security audit, TDD, or final verification.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Remove AI Code Slop
Check the diff against main and remove all AI-generated slop introduced in this branch.
## Routing Boundary
Use this skill when the user's problem is cleanup of AI-generated code noise. If the user asks for a broad correctness/maintainability review, use `code-reviewer`. If the user asks whether existing review comments should be accepted, use `receiving-code-review`.
## What to Remove
- Extra comments that a human wouldn't add or are inconsistent with the rest of the file
- Extra defensive checks or try/catch blocks that are abnormal for that area of the codebase (especially if called by trusted/validated codepaths)
- Casts to `any` to get around type issues
- Inline imports in Python (move to top of file with other imports)
- Any other style that is inconsistent with the file
## Process
1. Get the diff against main: `git diff main...HEAD`
2. Review each changed file for slop patterns
3. Remove identified slop while preserving legitimate changes
4. Report a 1-3 sentence summary of what was changed
The line at the top of this page pins the label git:20260427.e9dfddc, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
GET https://markdownregistry.com/api/v1/artifacts/art_zgg7lnhsbytotgig
GET https://markdownregistry.com/api/v1/resolve?ref=foryourhealth111-pixel/vibe-skills/deslop
GET https://markdownregistry.com/api/v1/blob/78344c54f7ba52b0a8df06e7fef3fdf2f02e1f49b1803a013313a02d7f552f7f
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