ai-slop-cleaner
Run an anti-slop cleanup/refactor/deslop workflow
Best for AI-generated code refinementWorks with GitHub
⌘source
- author
@Yeachan-Heo- language
- TypeScript
★24kstars
2kforks
Apr 19, 2026
✦overview.md
Key Features
- ·Regression-tests-first cleanup workflow
- ·Smell-by-smell refactoring approach
- ·Preserves existing code behavior
- ·Raises signal quality in code
- ·Accepts scoped file lists for bounded cleanup
- ·Integrates with Ralph workflow for changed files
Use Cases
- →Cleaning up bloated or noisy AI-generated code that works but needs refinement
- →Removing duplicate code, dead code, or unnecessary wrapper layers from AI outputs
- →Applying disciplined cleanup to specific files without broad rewrites
- →Following up on implementation that left weak boundaries or missing tests
Best for
- ✓AI-generated code refinement
- ✓Post-AI-implementation cleanup
- ✓Ralph workflow integration
Not ideal for
- !Complete code rewrites
- !Adding new functionality
- !Untested codebases
FAQs
name
ai-slop-cleaner
description
Run an anti-slop cleanup/refactor/deslop workflow
AI Slop Cleaner Skill
Reduce AI-generated slop with a regression-tests-first, smell-by-smell cleanup workflow that preserves behavior and raises signal quality.
When to Use
Use this skill when:
- A code path works but feels bloated, noisy, repetitive, or over-abstracted
- A user asks to “cleanup”, “refactor”, or “deslop” AI-generated output
- Follow-up implementation left duplicate code, dead code, weak boundaries, missing tests, or unnecessary wrapper layers
- You need a disciplined cleanup workflow without broad rewrites
GPT-5.4 Guidance Alignment
- Keep outputs concise and evidence-dense unless risk or the user requests more detail.
- Treat newer user instructions as local workflow updates without discarding earlier non-conflicting constraints.
- Keep using inspection, tests, diagnostics, and verification until the cleanup is grounded.
- Proceed automatically through clear, reversible cleanup steps; ask only when a choice materially changes scope or behavior.
Scoped File Lists and Ralph Workflow
- This skill can accept a file list scope instead of a whole feature area.
$install
1-click copynpx skills add Yeachan-Heo/oh-my-codex --skill ai-slop-cleanerSafety assessment
★
Clarity score
How clear and easy to understand the SKILL.md instructions are, rated from 1 to 5.
3/ 5
goodMostly clear, but there are still a few confusing or poorly structured parts.
◎
Actionability score
How directly an agent can act on the SKILL.md instructions, rated from 1 to 5.
3/ 5
mediumPartially actionable with several concrete steps, but still missing important details.