Remove AI Slops
Removes AI-generated code smells from branch changes or an explicit file list behind...
Install
npx skills add code-yeongyu/oh-my-openagent --skill remove-ai-slops -g -a claude-code -y- Repository
- code-yeongyu/oh-my-openagent70.6k
- Category
- Testing
- Updated
- 3d ago
- License
- See repository
- Context cost
- Mediumabout 3,000 tokens
- Runs scripts
- No, instructions only
What it does
Removes AI-generated code smells from branch changes or an explicit file list behind regression tests, including junk tests (prose pins, source greps, copied inventories, mock echoes), each proven by its class's rule before a cut. Use when the user asks to clean up, deslop, remove AI-slop patterns, or prune tests from recent changes.
Remove AI Slops Skill
Inputs
- Default scope: branch diff vs
merge-base main(no arguments needed) - Optional scope: explicit file list passed by the caller (e.g., a Ralph workflow's changed-files set)
What this skill does
Cleans AI-generated slop from a bounded set of changed files while strictly preserving behavior. Locks behavior with regression tests first, then runs a categorized multi-pass cleanup, then verifies with quality gates and a critical review. Reverts and direct-edits when verification fails.
The core safety invariant: behavior is locked by green tests before a single line is removed. A checklist alone is not safety; a passing regression test is.
Categories (what counts as slop)
The agent looks for these ten categories. The first three are stylistic, the next three are structural, the next two are about hidden cost, the ninth is tests, and the last is size.
Stylistic
- Obvious comments, comments restating code, trivial docstrings, section dividers, commented-out code, vague TODOs/Notes.
- KEEP: comments explaining WHY (business logic, edge cases, workarounds), ticket links, regex/algorithm explanations.
- KEEP: BDD markers (
# given,# when,# then,# when/then).
