Remove AI Code Slop
SkillSecurityCleans up AI-written code by removing unnecessary comments, redundant checks, boilerplate, and style drift from a branch.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the Remove AI Code Slop skill
About this capability
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.
What this skill tells your AI
The instructions your AI receives, as published by foryourhealth111-pixel/vibe-skills in bundled/skills/deslop/SKILL.md and read by ahel’s review.
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
anyto 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
- Get the diff against main:
git diff main...HEAD - Review each changed file for slop patterns
- Remove identified slop while preserving legitimate changes
- Report a 1-3 sentence summary of what was changed
Signals
- GitHub stars
- 3k
- Forks
- 277
- Last commit
- Aug 2026
Advanced
- Catalog kind
- skill
- Gateway key
deslop-foryourhealth111-pixel- Source
- github.com/foryourhealth111-pixel/vibe-skills