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Treat

Organization
Ruya-AI
treat

Prune bloated session with a prescription. Removes progress ticks, stale reads, duplicate content, and more.

Overview

PublisherRuya-AI
Repositorycozempic
Skill nametreat
Stars
425
Forks
39
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 Ruya-AI on GitHub. Read the source before you install it.

Installation

Install the Treat 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/Ruya-AI/cozempic/tree/main/plugin/skills/treat
  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/Ruya-AI/cozempic.git /tmp/cozempic
mkdir -p .claude/skills
cp -r /tmp/cozempic/plugin/skills/treat .claude/skills/treat
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Treat 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 Treat 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 Treat 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.

Apply a pruning prescription to the current session. Default is standard if no argument given.

When to use treat vs reload: prefer the reload skill — it does the same prune plus auto-resume in one step (/exit → new terminal opens with the pruned session). Use treat only when the user explicitly wants to stay in the current session, work in a multi-pane setup, or resume manually.

Steps

  1. Diagnose first — show the user what they're working with:

    bash
    cozempic current --diagnose
  2. Dry-run the treatment — show savings without applying:

    bash
    cozempic treat current -rx $ARGUMENTS

    If no argument was provided, use standard:

    bash
    cozempic treat current -rx standard
  3. Show results — present the dry-run output including token savings (the Tokens: line). Always surface both byte and token savings.

  4. Ask confirmation — use AskUserQuestion to confirm before applying.

  5. Apply on confirmation:

    bash
    cozempic treat current -rx $ARGUMENTS --execute
  6. Tell the user: "Treatment applied. A backup was created automatically. To resume with the pruned session, exit and run claude --resume. (Tip: next time, the reload skill does this in one step — /exit and a fresh terminal opens automatically.)"

Prescriptions

RxStrategiesTypical Savings
gentleprogress-collapse, file-history-dedup, metadata-strip40-55%
standardgentle + thinking-blocks, tool-output-trim, stale-reads, system-reminder-dedup50-70%
aggressivestandard + error-retry-collapse, document-dedup, mega-block-trim, envelope-strip70-95%

Safety

  • Always dry-run first — never execute without showing the user what will change
  • Backups are automatic (timestamped .bak files)
  • Never touches uuid/parentUuid — conversation DAG stays intact

Frequently asked questions

What does the Treat AI skill do?

Prune bloated session with a prescription. Removes progress ticks, stale reads, duplicate content, and more.

Why use Treat on TypingMind?

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

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/Ruya-AI/cozempic/tree/main/plugin/skills/treat. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Treat?

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 Treat?

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

Is the Treat AI skill free?

Yes. It is published on GitHub by Ruya-AI 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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