Agent skill

Remove AI Slops

by code-yeongyu in code-yeongyu/oh-my-openagent

Removes AI-generated code smells from branch changes or an explicit file list behind regression tests.

Custom licenceAuto-check passedTesting & QA

Install Remove AI Slops

skills CLI
$ npx skills add code-yeongyu/oh-my-openagent --skill remove-ai-slops -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install code-yeongyu/oh-my-openagent remove-ai-slops --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/code-yeongyu/oh-my-openagent.git skills-src && mkdir -p .claude/skills && cp -r skills-src/packages/shared-skills/skills/remove-ai-slops .claude/skills/remove-ai-slops && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
remove-ai-slops
GitHub stars
70k
Token cost
~5.3k tokens
SKILL.md length
2,436 words
Files
1
Skills in repo
44
Repo updated
First seen
Licence
Custom licence

At a glance

Removes AI-generated code smells from branch changes or an explicit file list behind regression tests.

  • Works in 7 steps: Plan with TodoWrite → Determine scope → Lock behavior with regression tests (NEW… → …
  • The user asks to clean up
  • SKILL.md covers Inputs, What this skill does, Categories (what counts as slop) and Quality Gates, plus 5 more sections
  • Calls git

What it does

Remove AI Slops is an agent skill from code-yeongyu/oh-my-openagent. Removes AI-generated code smells from branch changes or an explicit file list behind regression tests. Use when the user asks to clean up, deslop, or remove AI-slop patterns from recent changes.

Its SKILL.md is about 5.3k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Testing & QA, covering Refactoring and Humanizing AI text. The repository describes itself as: OmO: Just type "mass ulw" keyword with your prompt. Now you are the master of graph engineering.

When your agent uses it

  • The user asks to clean up
  • Remove AI-slop patterns from recent changes

Example prompts

  • “Use the remove-ai-slops skill to remove AI-generated code smells from branch changes or an explicit file list behind regression tests”
  • “/remove-ai-slops”

Workflow steps

7 steps, taken from the step headings in SKILL.md.

  1. Plan with TodoWrite
  2. Determine scope
  3. Lock behavior with regression tests (NEW — non-negotiable)
  4. Cleanup plan — existence first, then smells
  5. Parallel slop removal via deep-low agents in batches of 5
  6. Verify with quality gates + critical review
  7. Fix issues

What it can do on your machine

Read from SKILL.md and the folder at commit cbd7dd2. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • git

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md. Its commands use git, which can reach the network depending on how they are called.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Remove AI Slops loads about 5.3k tokens when it runs. Until then it costs about 53 tokens; SKILL.md has 2,436 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~53
When it runs · the whole SKILL.md, loaded when a task matches
~5.3k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 2,436 words (~5,333 tokens).

“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…”

— opening of SKILL.md by code-yeongyu, Custom licence
name
remove-ai-slops
argument-hint
[file ...]

Read the full SKILL.md on GitHub

Files

Just SKILL.md in packages/shared-skills/skills/remove-ai-slops of code-yeongyu/oh-my-openagent.

Open the folder on GitHubat commit cbd7dd2

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders. This page covers the copy in code-yeongyu/oh-my-openagent, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Remove AI Slops next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Remove AI Slops compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Remove AI Slops this skillcode-yeongyu/oh-my-openagent70k—~5.3kAutomated safety check: PassCustom licence
TDD WorkflowhellangleZ/burn-in-cceverywhere-ralph11211 repos~2.4kAutomated safety check: PassNone
Deslopmillionco/react-doctor15k—~1.2kAutomated safety check: PassCustom licence
TDD Methodoly Expertthedaviddias/skill-check190—~2.2kAutomated safety check: PassMIT
Ccg Workflowfengshao1227/ccg-workflow5.9k—~2.3kAutomated safety check: PassMIT
DeslopMrZoyo/deslop-GPT136—~4kAutomated safety check: PassMIT

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Categories

Questions about Remove AI Slops

What does Remove AI Slops do?

Removes AI-generated code smells from branch changes or an explicit file list behind regression tests. Remove AI Slops is an agent skill from code-yeongyu/oh-my-openagent. Removes AI-generated code smells from branch changes or an explicit file list behind regression tests.

When should I use Remove AI Slops?

Remove AI Slops fits situations like: the user asks to clean up; remove AI-slop patterns from recent changes.

How do I install Remove AI Slops in Claude Code?

Run `npx skills add code-yeongyu/oh-my-openagent --skill remove-ai-slops -a claude-code`. Or copy the skill folder (packages/shared-skills/skills/remove-ai-slops in code-yeongyu/oh-my-openagent) into .claude/skills/remove-ai-slops in your project. Claude Code loads it when a task matches its description.

How do I install Remove AI Slops in Codex?

Run `npx skills add code-yeongyu/oh-my-openagent --skill remove-ai-slops -a codex`. Or copy the skill folder (packages/shared-skills/skills/remove-ai-slops in code-yeongyu/oh-my-openagent) into .agents/skills/remove-ai-slops in your project. Codex loads it when a task matches its description.

Can I use Remove AI Slops in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add code-yeongyu/oh-my-openagent --skill remove-ai-slops -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/remove-ai-slops, .gemini/skills/remove-ai-slops, .github/skills/remove-ai-slops and .opencode/skills/remove-ai-slops in your project.

What does Remove AI Slops need to run?

Going by SKILL.md and its folder, Remove AI Slops needs the command-line tools its instructions call (git).

Does Remove AI Slops access the network?

SKILL.md contains no URLs. Its commands use git, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is Remove AI Slops safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Remove AI Slops use?

Remove AI Slops has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Remove AI Slops use?

About 5.3k tokens (SKILL.md is roughly 21k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Remove AI Slops?

Skills that share tags, products or a category with Remove AI Slops: TDD Workflow (hellangleZ/burn-in-cceverywhere-ralph, 112 stars), Deslop (millionco/react-doctor, 15k stars), TDD Methodoly Expert (thedaviddias/skill-check, 190 stars) and Ccg Workflow (fengshao1227/ccg-workflow, 5.9k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Remove AI Slops?

code-yeongyu (a GitHub user) maintains it in code-yeongyu/oh-my-openagent, which has 69,850 GitHub stars. The repository holds 44 skills in this directory. The repository was last updated on October 7, 2026.

Source: code-yeongyu/oh-my-openagent on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.