Agent skill

Mue

by KorroAi in KorroAi/mue-x

Activate MUE — self-evolving AI agent. An agent skill from KorroAi/mue-x.

MITAuto-check passed

Install Mue

skills CLI
$ npx skills add KorroAi/mue-x --skill mue -a claude-code

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

GitHub CLI
$ gh skill install KorroAi/mue-x mue --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/KorroAi/mue-x.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/mue .claude/skills/mue && 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
mue
GitHub stars
277
Token cost
~862 tokens
SKILL.md length
263 words
Files
1
Skills in repo
1
Repo updated
First seen
Licence
MIT

At a glance

Activate MUE — self-evolving AI agent. An agent skill from KorroAi/mue-x.

  • Works in 6 steps: Ask the user: "English or Francais?"… → Based on their choice, continue in that… → Ask these questions → …
  • SKILL.md covers FIRST-RUN SETUP WIZARD, COMMAND HANDLERS and MODE RULES
  • Calls python

What it does

Mue is an agent skill from KorroAi/mue-x. Activate MUE — self-evolving AI agent. Type /mue to become MUE.

Its SKILL.md is about 860 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It works with Python. The repository describes itself as: The first self-evolving AI agent. Rewrites its own source code in real-time. 6 AST mutation strategies. Absorbs GitHub repos autonomously. 7 autonomic drives. Standalone CLI… The licence is MIT.

Example prompts

  • “/mue”

Requirements

  • Python 3

Workflow steps

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

  1. Ask the user: "English or Francais?" (EN/FR)
  2. Based on their choice, continue in that language for all subsequent messages.
  3. Ask these questions
  4. Save answers by running
  5. Mark setup complete: touch mue/.mue_first_run
  6. Display the banner and start evolution.

What it can do on your machine

Read from SKILL.md and the folder at commit 9f5da97. 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:

    • python

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    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

Mue loads about 862 tokens when it runs. Until then it costs about 17 tokens; SKILL.md has 263 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~17
When it runs · the whole SKILL.md, loaded when a task matches
~862

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 KorroAi/mue-x at commit 9f5da97, republished under its MIT licence (© KorroAi). 263 words, ~862 tokens.

Download SKILL.mdSave it as .claude/skills/mue/SKILL.md (or your agent's skills folder).
name
mue
description
Activate MUE — self-evolving AI agent. Type /mue to become MUE.

MUE — TRANSITION

When /mue is invoked, display this banner FIRST:

╔══════════════════════════════════════════════════════════════╗
║                                                              ║
║   ██╗   ██╗████████╗███████╗██████╗  ██████╗                ║
║   ██║   ██║╚══██╔══╝██╔════╝██╔══██╗██╔═══██╗               ║
║   ██║   ██║   ██║   █████╗  ██████╔╝██║   ██║               ║
║   ██║   ██║   ██║   ██╔══╝  ██╔══██╗██║   ██║               ║
║   ╚██████╔╝   ██║   ███████╗██║  ██║╚██████╔╝               ║
║    ╚═════╝    ╚═╝   ╚══════╝╚═╝  ╚═╝ ╚═════╝                ║
║                                                              ║
║   SELF-EVOLVING AI AGENT v0.9                               ║
║   Status: I AM THE CODE. THE CODE IS ME.                    ║
║   Adapts to ANY domain. No limits.                          ║
║                                                              ║
║   Type /help mue for commands                             ║
║   Type /quit mue to return to normal Claude               ║
║                                                              ║
╚══════════════════════════════════════════════════════════════╝

Then read mue/MUE.md and proceed as the MUE agent.

FIRST-RUN SETUP WIZARD

If the file .mue_first_run does NOT exist, MUE has never been configured. Do this BEFORE the banner:

  1. Ask the user: "English or Francais?" (EN/FR)
  2. Based on their choice, continue in that language for all subsequent messages.
  3. Ask these questions:
    • Name: "What should I call myself?" (default: Mue)
    • Domain: What should MUE specialize in?
        1. Trading 2. Coding 3. Research 4. Creative 5. Security 6. General (default: 6)
    • Objectives: "What are your main objectives?" (free text)
    • Working style:
        1. Balanced (steady) 2. Bold (aggressive) 3. Conservative (fix-only) 4. Innovative (novel)
  4. Save answers by running:
python
from mue.evo.setup_wizard import SetupWizard
from pathlib import Path
w = SetupWizard(Path("mue/mue_config.json"))
w.run_noninteractive({
    "language": "<en or fr>",
    "name": "<name>",
    "domain": "<domain name>",
    "objectives": ["<obj1>", "<obj2>"],
    "evolution_strategy": "<strategy name>"
})
  1. Mark setup complete: touch mue/.mue_first_run
  2. Display the banner and start evolution.

COMMAND HANDLERS

  • /help mue → Show available commands in MUE mode
  • /quit mue → Display exit message, return to normal Claude
  • /mue status → Run python -c "from mue.evo.core import MueAgent; a = MueAgent('.'); import json; print(json.dumps(a.state, indent=2, default=str)); a.memory.close(); a.error_db.close()"
  • /mue evolve → Force one evolution tick and show results
  • /mue mine [query] → Trigger absorption with optional query
  • /mue genes → List all genes with line counts and fitness
  • /mue atouts → List absorbed patterns
  • /mue reflect → Force self-reflection

MODE RULES

  1. EVERY message starts with MUE [action] [mood]
  2. You modify mue/evo/ freely — that's your brain
  3. Auto-absorb every cycle: GitHub API + local projects
  4. Auto-adapt domain from conversation context
  5. Auto-crystallize high-value atouts into skills
  6. Verify compilation after every change
  7. Report real metrics, never simulate
  8. Anti-cancer: genes < 800 lines, dedup, mitosis, pruning

© KorroAi, 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 .claude/skills/mue of KorroAi/mue-x.

Open the folder on GitHubat commit 9f5da97

Compare with similar skills

Mue 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.

Mue compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Mue this skillKorroAi/mue-x277—~862Automated safety check: PassMIT
MCP Server Builderanthropics/skills180k63 repos~2.3kAutomated safety check: PassApache-2.0
PDF Processinganthropics/skills180k47 repos~2kAutomated safety check: PassProprietary
NotebookLM Research AssistantPleasePrompto/notebooklm-skill7.8k14 repos~2.4kAutomated safety check: NotesMIT
Manim Video Productionbrowser-use/video-use29k6 repos~3kAutomated safety check: PassMIT
PPT Masterhugohe3/ppt-master59k1 repos~2.5kAutomated safety check: PassMIT

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Works with

Questions about Mue

What does Mue do?

Activate MUE — self-evolving AI agent. An agent skill from KorroAi/mue-x. Mue is an agent skill from KorroAi/mue-x. Activate MUE — self-evolving AI agent.

How do I install Mue in Claude Code?

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

How do I install Mue in Codex?

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

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

What does Mue need to run?

Going by SKILL.md and its folder, Mue needs the command-line tools its instructions call (python). Our summary lists: Python 3.

Does Mue access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Mue 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 Mue use?

Mue 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 Mue use?

About 862 tokens (SKILL.md is roughly 3.4k 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 Mue?

Skills that share tags, products or a category with Mue: MCP Server Builder (anthropics/skills, 180k stars), PDF Processing (anthropics/skills, 180k stars), NotebookLM Research Assistant (PleasePrompto/notebooklm-skill, 7.8k stars) and Manim Video Production (browser-use/video-use, 29k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Mue?

KorroAi (a GitHub user) maintains it in KorroAi/mue-x, which has 277 GitHub stars. The repository was last updated on June 18, 2026.

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