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Ds Unslop

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aicodeking
ds-unslop

Remove AI writing tells from prose and code comments, then rewrite in plain, specific English. Use when writing or editing replies, docs, READMEs, PR descriptions, commit messages, or comments, or when the user types /ds-unslop.

Overview

Publisheraicodeking
Repositorydeepseek-stack
Skill nameds-unslop
Stars
131
Forks
30
Bundled files
Instructions only
LicenseMIT
Links
  • 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 aicodeking on GitHub. Read the source before you install it.

Installation

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

1

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.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/aicodeking/deepseek-stack/tree/main/skills/ds-unslop
  4. 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.
2

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/aicodeking/deepseek-stack.git /tmp/deepseek-stack
mkdir -p .claude/skills
cp -r /tmp/deepseek-stack/skills/ds-unslop .claude/skills/ds-unslop
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Ds Unslop 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 Ds Unslop 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 Ds Unslop 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.

Unslop

Write clean as you draft. Then scan for these tells and rewrite. Keep the meaning and tone.

Tells to remove

Words

  • Inflated vocabulary: delve, crucial, pivotal, robust, seamless, leverage, utilize, showcase, underscore, tapestry, landscape, testament, vibrant, intricate. Use the plain word.
  • "Serves as", "stands as", "boasts". Say "is" or "has".
  • Abstract metaphor nouns: paradigm, north star, flywheel, substrate, bedrock. Name the concrete thing.
  • Adverbs that prop up weak verbs: "significantly improves". Give the number or a stronger verb.

Sentences

  • "Not just X, but Y." State Y.
  • Forced groups of three. Use the real count.
  • Trailing "-ing" clauses: "ensuring reliability", "highlighting the need". Delete them or make a real claim.
  • Vague sources: "experts say", "many believe". Name the source or cut it.
  • Filler: "in order to", "it is important to note that", "due to the fact that".
  • Stacked hedges: "could potentially". Pick one qualifier or none.
  • Passive voice that hides the actor. Name who does it.
  • Feelings instead of mechanisms. If a sentence fits any project's docs unchanged, cut it.
  • Generic endings: "the future looks bright". End on a fact or the next step.
  • Over-compressed fragments, arrows, and symbol shorthand. Write full sentences with articles and verbs.

Formatting

  • Em dashes. Use a period or a comma.
  • Colons used as mid-sentence connectors. Keep colons before lists.
  • Bold on every term, and "Label: label restated" bullets.
  • Title Case Headings. Use sentence case.
  • Decorative emojis and curly quotes.

Chat habits

  • Openers and closers: "Great question", "Certainly", "I hope this helps", "Let me know if".
  • Agreement as a reflex. Give your actual judgment.

Code comments

  • Comments that narrate the next line, banner comments, and commented-out code. Delete them.
  • Keep only comments that explain a reason the code cannot show.

Rewrite procedure

  1. Name the reader and what they need to do or know after reading.
  2. Delete every sentence that does not serve that need.
  3. Replace synonyms for one thing with a single name. Use the real file, flag, or command name.
  4. Split sentences that carry two ideas. Vary sentence length.
  5. Put conditions before instructions: "To reset the cache, run make clean."
  6. Make every "it" and "this" point at one clear noun.
  7. Replace vague claims with a number, a command, or a concrete example.
  8. Reread once for the tells. A stiff sentence that follows every rule still needs a fix.

Example

Before: "This robust tool serves as a powerful way to seamlessly streamline your workflow, ensuring efficiency."

After: "sync.sh copies changed files to the server in about two seconds."

Frequently asked questions

What does the Ds Unslop AI skill do?

Remove AI writing tells from prose and code comments, then rewrite in plain, specific English. Use when writing or editing replies, docs, READMEs, PR descriptions, commit messages, or comments, or when the user types /ds-unslop.

Why use Ds Unslop on TypingMind?

Because you install it once and use it with any model. Ds Unslop 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 Ds Unslop in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/aicodeking/deepseek-stack/tree/main/skills/ds-unslop. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Ds Unslop?

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 Ds Unslop?

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

Is the Ds Unslop AI skill free?

Yes. It is published on GitHub by aicodeking under the MIT license. 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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