Deslop

OrganizationPopular

openclaw

deslop

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

Overview

Publisher	openclaw
Repository	`openclaw`
Skill name	`deslop`
Stars	391K
Forks	82.2K
Bundled files	Instructions only
Links	Skill source Repository Homepage

Markdown instructions
A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.
Works with any LLM
AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.
Self-contained
Everything the model needs lives in the instructions — no extra files to sync.
Open source
Published by openclaw on GitHub. Read the source before you install it.

Installation

Install the Deslop AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

Open the app and go to Plugins → Skills.
Choose "Install from GitHub".
Paste the skill folder URL below and confirm.
https://github.com/openclaw/openclaw/tree/main/.agents/skills/deslop
Enable the skill in any chat where you want it available.

Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills

git clone --depth 1 https://github.com/openclaw/openclaw.git /tmp/openclaw
mkdir -p .claude/skills
cp -r /tmp/openclaw/.agents/skills/deslop .claude/skills/deslop

Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Deslop in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Deslop on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Deslop is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

Loaded only when it is needed
The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.
Switch models mid-chat
Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Deslop

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

Checklist

Scope the pass to git diff against origin/main, or the branch merge base when it differs. Never run a repo-wide cleanup.
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.
Make no functional edits. If cleanup could change behavior, leave it alone and report it instead.
Fix a finding inline only when the cleanup is trivial and behavior-neutral. Otherwise note it for the author.
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.

Frequently asked questions

What does the Deslop AI skill 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.

Why use Deslop on TypingMind?

Because you install it once and use it with any model. Deslop is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Deslop in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/openclaw/openclaw/tree/main/.agents/skills/deslop. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Deslop?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Deslop?

As many as you like. As long as a model supports skills, you can use Deslop with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Deslop AI skill free?

It is published on GitHub by openclaw. Check the repository for licensing terms. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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Overview

Installation

Install in TypingMind

Install in another agent

Use it in TypingMind

Works with any AI model

Skill instructions

Deslop

Checklist

Frequently asked questions

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