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ai-slop-cleaner

Clean AI-generated code slop with regression-safe workflow. Activate when user says: deslop, anti-slop, AI slop, cleanup slop, clean up this code, remove bloat.

Source facts

Repository
zereight/gitlab-mcp
Last source activity
April 12, 2026 at 05:11
Detected SKILL.md language
English
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2,085
Forks
365

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SKILL.md
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name
ai-slop-cleaner
description
Clean AI-generated code slop with regression-safe workflow. Activate when user says: deslop, anti-slop, AI slop, cleanup slop, clean up this code, remove bloat.
argument-hint
[--review] [files or scope]
# AI Slop Cleaner Clean AI-generated code slop without changing behavior. Deletion-first workflow with regression safety. ## When to Use - Code that works but feels bloated, repetitive, or over-abstracted - Duplicate logic, dead code, wrapper layers, boundary leaks - `--review` for reviewer-only mode (no changes, just findings) ## When NOT to Use - New feature build or product change - Broad redesign - Behavior is unclear and untestable ## Principles - Preserve behavior unless explicitly asked for changes - Delete before refactoring — removal is safest - Scope-bounded: only clean what was specified - Regression-safe: verify tests pass after every change ## Slop Signals - Unnecessary wrapper functions - Duplicated logic across files - Over-abstracted single-use helpers - Dead code / unreachable branches - Excessive comments restating obvious code - Premature abstractions (used only once) ## Workflow 1. Identify target files/scope 2. Run existing tests (baseline) 3. Apply deletions first (dead code, unused imports) 4. Simplify remaining code (reduce nesting, merge duplicates) 5. Re-run tests after each change 6. Report what was cleaned and verification results
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