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Agent skill

Deslop

by openclaw in openclaw/openclaw

Diff-scoped AI-slop cleanup pass: strip comment slop, defensive-check slop, type-laundering, and style drift from the current branch diff before autoreview.

MITAuto-check passedWriting & Content

Install Deslop

skills CLI
$ npx skills add openclaw/openclaw --skill deslop -a claude-code

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

GitHub CLI
$ gh skill install openclaw/openclaw deslop --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/openclaw/openclaw.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/deslop .claude/skills/deslop && 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
deslop
GitHub stars
392k
Token cost
~425 tokens
SKILL.md length
218 words
Files
1
Skills in repo
93
Repo updated
First seen
Licence
MIT

At a glance

Diff-scoped AI-slop cleanup pass: strip comment slop, defensive-check slop, type-laundering, and style drift from the current branch diff before autoreview.

  • Works in 5 steps: Scope the pass to git diff against… → Inspect every changed hunk for → Make no functional edits. If cleanup… → …
  • Tasks that involve Humanizing AI text
  • Calls git

What it does

Deslop is an agent skill from openclaw/openclaw. Diff-scoped AI-slop cleanup pass: strip comment slop, defensive-check slop, type-laundering, and style drift from the current branch diff before autoreview.

Its SKILL.md is about 430 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 Writing & Content, covering Humanizing AI text. The repository describes itself as: The AI that really does things. Any OS. Any Platform. The lobster way. 🦞. The licence is MIT.

When your agent uses it

  • Tasks that involve Humanizing AI text

Example prompts

  • “/deslop”

Workflow steps

5 steps, taken from the first numbered list in SKILL.md.

  1. Scope the pass to git diff against origin/main, or the branch merge base when it differs. Never run a repo-wide cleanup.
  2. Inspect every changed hunk for
  3. Make no functional edits. If cleanup could change behavior, leave it alone and report it instead.
  4. Fix a finding inline only when the cleanup is trivial and behavior-neutral. Otherwise note it for the author.
  5. Report the result in 1–3 sentences, including whether anything changed and any non-trivial item left for review.

What it can do on your machine

Read from SKILL.md and the folder at commit 1eb5970. 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

Deslop loads about 425 tokens when it runs. Until then it costs about 41 tokens; SKILL.md has 218 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~41
When it runs · the whole SKILL.md, loaded when a task matches
~425

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

The full file from openclaw/openclaw at commit 1eb5970, republished under its MIT licence (© openclaw). 218 words, ~425 tokens.

Download SKILL.mdSave it as .claude/skills/deslop/SKILL.md (or your agent's skills folder).
name
deslop
description
Diff-scoped AI-slop cleanup pass: strip comment slop, defensive-check slop, type-laundering, and style drift from the current branch diff before autoreview.

Deslop

Clean only the current branch diff before review. Preserve behavior absolutely.

Checklist

  1. Scope the pass to git diff against origin/main, or the branch merge base when it differs. Never run a repo-wide cleanup.
  2. Inspect every changed hunk for:
    • comments a human maintainer would not write, including narration, syntax explanation, and prose that merely restates the code;
    • defensive checks or try/catch blocks that are abnormal for the surrounding module or protect only imagined states;
    • casts that launder types, especially as any, as unknown as T, and widen-then-assert flows. Oxlint already rejects the latter two patterns in governed code;
    • redundant intermediate variables or one-use helpers that do not add domain meaning, reduce duplication, or simplify control flow;
    • compatibility shims, aliases, retries, and fallback branches without a named shipped contract and removal plan;
    • naming, control flow, imports, formatting, and other style that conflicts with the surrounding file.
  3. Make no functional edits. If cleanup could change behavior, leave it alone and report it instead.
  4. Fix a finding inline only when the cleanup is trivial and behavior-neutral. Otherwise note it for the author.
  5. Report the result in 1–3 sentences, including whether anything changed and any non-trivial item left for review.

Run $deslop before $autoreview, never instead of it. Autoreview remains the required correctness and safety review gate.

© openclaw, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in .agents/skills/deslop of openclaw/openclaw.

Open the folder on GitHubat commit 1eb5970

Compare with similar skills

Deslop 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.

Deslop compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Deslop this skillopenclaw/openclaw392k—~425Automated safety check: PassMIT
HumanizerAzure-Samples/interview-coach-agent-framework17237 repos~5.8kAutomated safety check: PassMIT
Avoid AI Writingconorbronsdon/avoid-ai-writing4.9k3 repos~8.1kAutomated safety check: PassMIT
User-Facing Text Cleanupguillaumemeyer/watermarks-remover24k—~3.5kAutomated safety check: PassMIT
Install Anti Sloptrycompai/crm11k1 repos~881Automated safety check: PassMIT
Stop SlopXe/site7328 repos~423Automated safety check: PassMIT

Similar skills

  • Humanizer

    Azure-Samples/interview-coach-agent-framework

    Official

    Remove signs of AI-generated writing from text. An agent skill from Azure-Samples/interview-coach-agent-framework.

    172 GitHub starsUsed in 37 repos~5.8k tokens
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    11k GitHub starsUsed in 1 repo~881 tokens
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  • Korean AI-Text Humanizer

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Categories

Questions about Deslop

What does Deslop do?

Diff-scoped AI-slop cleanup pass: strip comment slop, defensive-check slop, type-laundering, and style drift from the current branch diff before autoreview. Deslop is an agent skill from openclaw/openclaw. Diff-scoped AI-slop cleanup pass: strip comment slop, defensive-check slop, type-laundering, and style drift from the current branch diff before autoreview.

When should I use Deslop?

Deslop fits situations like: tasks that involve Humanizing AI text.

How do I install Deslop in Claude Code?

Run `npx skills add openclaw/openclaw --skill deslop -a claude-code`. Or copy the skill folder (.agents/skills/deslop in openclaw/openclaw) into .claude/skills/deslop in your project. Claude Code loads it when a task matches its description.

How do I install Deslop in Codex?

Run `npx skills add openclaw/openclaw --skill deslop -a codex`. Or copy the skill folder (.agents/skills/deslop in openclaw/openclaw) into .agents/skills/deslop in your project. Codex loads it when a task matches its description.

Can I use Deslop 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 openclaw/openclaw --skill deslop -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/deslop, .gemini/skills/deslop, .github/skills/deslop and .opencode/skills/deslop in your project.

What does Deslop need to run?

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

Does Deslop 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 Deslop 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 Deslop use?

Deslop is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Deslop use?

About 425 tokens (SKILL.md is roughly 1.7k 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 Deslop?

Skills that share tags, products or a category with Deslop: Humanizer (Azure-Samples/interview-coach-agent-framework, 172 stars), Avoid AI Writing (conorbronsdon/avoid-ai-writing, 4.9k stars), User-Facing Text Cleanup (guillaumemeyer/watermarks-remover, 24k stars) and Install Anti Slop (trycompai/crm, 11k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Deslop?

openclaw (a GitHub organization) maintains it in openclaw/openclaw, which has 391,610 GitHub stars. The repository holds 93 skills in this directory. The repository was last updated on October 8, 2026.

Source: openclaw/openclaw on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.