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Agent skill

Deslop

by openclaw in openclaw/openclaw-enterprise

Clean only the current Enterprise diff before autoreview, preserving behavior, security boundaries, required TODOs, and useful test-intent comments.

MITAuto-check passedWriting & Content

Install Deslop

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

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

GitHub CLI
$ gh skill install openclaw/openclaw-enterprise 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-enterprise.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
374
Token cost
~739 tokens
SKILL.md length
345 words
Files
1
Skills in repo
9
Repo updated
First seen
Licence
MIT

At a glance

Clean only the current Enterprise diff before autoreview, preserving behavior, security boundaries, required TODOs, and useful test-intent comments.

  • Tasks that involve Humanizing AI text
  • SKILL.md covers Scope and checklist, Preserve required intent and Provenance
  • Calls git

What it does

Deslop is an agent skill from openclaw/openclaw-enterprise. Clean only the current Enterprise diff before autoreview, preserving behavior, security boundaries, required TODOs, and useful test-intent comments.

Its SKILL.md is about 740 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 Enterprise-grade Control Plane for modern agentic workloads. The licence is MIT.

When your agent uses it

  • Tasks that involve Humanizing AI text

Example prompts

  • “/deslop”

What it can do on your machine

Read from SKILL.md and the folder at commit 92989b1. 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 739 tokens when it runs. Until then it costs about 39 tokens; SKILL.md has 345 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~39
When it runs · the whole SKILL.md, loaded when a task matches
~739

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-enterprise at commit 92989b1, republished under its MIT licence (© openclaw). 345 words, ~739 tokens.

Download SKILL.mdSave it as .claude/skills/deslop/SKILL.md (or your agent's skills folder).
name
deslop
description
Clean only the current Enterprise diff before autoreview, preserving behavior, security boundaries, required TODOs, and useful test-intent comments.

Deslop

Keep cleanup confined to the current diff and strictly behavior-neutral. Use it before requested autoreview; cleanup does not replace correctness or safety review.

For readability choices in the current diff, consult the relevant sections of Readable code on functions, values, composition, and state ownership. Apply those examples within this skill's behavior-neutral scope.

Scope and checklist

Establish the intended branch base from the PR or repository metadata. Inspect committed changes from its merge base to HEAD, plus staged, unstaged, and relevant untracked changes. Preserve unrelated work; never sweep the repository or change the base to make the cleanup larger. Read surrounding code to judge each hunk.

Look for:

  • Comments that narrate syntax or repeat code without explaining intent.
  • Unnecessary intermediate variables or one-use helpers that add no meaning.
  • Type assertions such as as any or as unknown as T that hide a type problem.
  • Defensive checks, catch blocks, retries, aliases, or fallbacks that appear inconsistent with the supported contract.
  • Naming, imports, formatting, or control flow inconsistent with nearby code and Enterprise style.

These patterns require judgment. Apply only trivial, demonstrably behavior-neutral edits. Removing a guard, catch, retry, fallback, or type cast can change behavior or expose a real type-contract defect: leave uncertain or functional changes in place and report them for separate review. Do not hide errors with wider types or replace security checks with assumptions.

Preserve required intent

Keep real fail-closed checks, authorization and credential boundaries, configuration rejection, and attributable audit behavior. Redundancy alone is not evidence that a security check is removable.

Preserve deferred-work TODOs while the capability remains unimplemented. Preserve integration-test comments that explain scenarios, non-obvious setup, expected outcomes, or security invariants; remove only narration that contributes no such information. Do not label permanent security boundaries as temporary work.

Use enterprise-testing for proportional verification of edits and run git diff --check. If behavior neutrality cannot be established, report the candidate instead of applying it as style work. Summarize in one to three sentences what changed and any non-trivial candidates left for the author.

Provenance

Adapted from OpenClaw; see source and intentional adaptations.

© 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-enterprise.

Open the folder on GitHubat commit 92989b1

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/openclaw-enterprise374—~739Automated 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
    Writing & ContentAuto-check passed

  • Avoid AI Writing

    conorbronsdon/avoid-ai-writing

    Audit and rewrite content to remove AI writing patterns ("AI-isms").

    4.9k GitHub starsUsed in 3 repos~8.1k tokens
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  • User-Facing Text Cleanup

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    24k GitHub stars~3.5k tokensUpdated today
    Writing & ContentAuto-check passed

  • Install Anti Slop

    trycompai/crm

    Install and configure the anti-slop Oxlint plugin in a local TypeScript or JavaScript repository.

    11k GitHub starsUsed in 1 repo~881 tokens
    Writing & ContentAuto-check passed

  • Stop Slop

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    Remove AI writing patterns from prose. An agent skill from Xe/site.

    732 GitHub starsUsed in 8 repos~423 tokens
    Writing & ContentAuto-check passed

  • Chinese Text Humanizer

    op7418/Humanizer-zh

    Edits Chinese articles, comments and documents to remove filler, repetition and template phrasing while keeping the facts, the level of certainty and the author's voice.

    19k GitHub stars~2k tokensUpdated 16 days ago
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More from openclaw/openclaw-enterprise

All 9 skills in this repo

  • Local Dev

    openclaw/openclaw-enterprise

    Develop OpenClaw Enterprise changes with proportional verification and source-backed flow documentation for non-trivial behavior.

    374 GitHub stars~1.8k tokensUpdated today
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  • Technical Writing

    openclaw/openclaw-enterprise

    Write, organize, name, edit, or review Enterprise developer documentation, specifications, and technical instructions; ground claims in current source and finish with a plain-language cleanup.

    374 GitHub stars~2.4k tokensUpdated today
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  • Enterprise Testing

    openclaw/openclaw-enterprise

    Select proportional Enterprise validation and diagnose exact CI runs, distinguishing product, harness, infrastructure, and credential failures.

    374 GitHub stars~1.7k tokensUpdated today
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  • Test Audit

    openclaw/openclaw-enterprise

    Gate new or changed Enterprise tests and audit existing tests for observable behavior, credible regressions, duplicate coverage, and test-only production seams.

    374 GitHub stars~1.1k tokensUpdated today
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  • Mermaid Diagrams

    openclaw/openclaw-enterprise

    Create or refine readable Mermaid diagrams for changes, architecture, lifecycles, and dependencies in Markdown documents and PR descriptions.

    374 GitHub stars~1.1k tokensUpdated today
    Auto-check passed

  • Design Review

    openclaw/openclaw-enterprise

    Assess designs, public interfaces, state ownership, readability, and refactor proposals when the task calls for design review or structural simplification; not for unrelated routine edits.

    374 GitHub stars~1.3k tokensUpdated today
    Auto-check passed

Categories

Questions about Deslop

What does Deslop do?

Clean only the current Enterprise diff before autoreview, preserving behavior, security boundaries, required TODOs, and useful test-intent comments. Deslop is an agent skill from openclaw/openclaw-enterprise. Clean only the current Enterprise diff before autoreview, preserving behavior, security boundaries, required TODOs, and useful test-intent comments.

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-enterprise --skill deslop -a claude-code`. Or copy the skill folder (.agents/skills/deslop in openclaw/openclaw-enterprise) 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-enterprise --skill deslop -a codex`. Or copy the skill folder (.agents/skills/deslop in openclaw/openclaw-enterprise) 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-enterprise --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 739 tokens (SKILL.md is roughly 3k 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-enterprise, which has 374 GitHub stars. The repository holds 9 skills in this directory. The repository was last updated on October 9, 2026.

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