Muse coding
def generate_skill(): const muse = new SkillAgent(); fn build() -> Result<Skill> func main() { muse.Run() } interface Skill { id: string } class Muse < SkillEngine def generate_skill(): const muse = new SkillAgent(); fn build() -> Result<Skill> func main() { muse.Run() } interface Skill { id: string } class Muse < SkillEngine
📖 Complete Guide

What is an AI Skill?

A skill is a folder that acts as your AI assistant's external brain — giving it expertise, rules, and tools tailored to your project.

🎯
Instant Expertise
⚡
Reusable & Portable
🔒
Consistent Quality
📂 Anatomy of a Skill

One Folder = AI's External Brain

Every skill is a self-contained folder with three core components. Drop it into your project's .agent/ directory and your AI assistant instantly gains new capabilities.

📄 SKILL.md Rules, identity, decision trees
📁 scripts/ Automation shell scripts
⚡ health-check.sh diagnostics
⚡ cost-report.sh cost tracking
📁 resources/ Reference materials & cheat sheets
🔗 references.md curated links
📝 cheat-sheet.md quick guide
🧠 How It Works

Progressive Disclosure — 3 Levels

Your AI assistant doesn't read the entire skill at once. It progressively loads only what it needs, saving context and improving response quality.

L1
YAML Frontmatter — Detection

The AI reads the YAML header (name, description, tags) to determine if this skill is relevant to the current task. Fast and lightweight.

L2
SKILL.md Body — Guidance

If relevant, the AI reads the full SKILL.md: identity, rules, decision trees, patterns, and guardrails. This shapes its behavior and expertise.

L3
Scripts & Resources — Execution

During task execution, the AI references scripts and resources as needed — running health checks, consulting cheat sheets, or following automation workflows.

🚀 Getting Started

Generate Your Skill Set in 3 Steps

SkillsMuse generates production-ready skill sets tailored to your project. Choose from 15 categories or paste a reference URL for analysis.

1

Choose or Paste

Select a project category (AI Agent, Web App, SaaS, etc.) or paste a reference website URL for AI-powered analysis.

2

Customize Options

Toggle features like dark mode, Muse persona, SEO, authentication, and more. Each option adds specific rules to your skill set.

3

Download & Install

Download the ZIP, extract to your project root, and your AI assistant instantly loads the new skills. Done!

💾 Installation

30-Second Installation

No npm install, no build step, no configuration. Just unzip and drop the folder into your project.

# 1. Download your skill set from SkillsMuse
# 2. Extract the ZIP file
unzip skill-agent-webapp.zip

# 3. Move .agent/ to your project root
mv .agent/ ~/your-project/

# 4. Open your AI assistant — skills load automatically! ✨
code ~/your-project/
❓ FAQ

Frequently Asked Questions

SkillsMuse skills work with any AI coding assistant that supports the .agent/ folder convention — including Google's Gemini (via Antigravity / Jules), Cursor, Windsurf, and others that read SKILL.md files.
Absolutely! Generated skills are plain markdown files — fully editable. You can customize rules, add new scripts, modify guardrails, or extend the decision tree to match your exact workflow.
Yes. SkillsMuse generates skill files entirely in your browser. No data is sent to any server. Your project information never leaves your machine.
The ZIP contains a .agent/ folder with: SKILL.md (AI rules), scripts/ (automation helpers), resources/ (references & cheat sheets), workflows/ (command shortcuts), and a README with installation instructions.
Yes! The core skill generator is free forever. We offer premium tiers for advanced features like unlimited generations, URL analysis engine, and pro skill packs. Check our Pricing page for details.
There's no hard limit. AI assistants like Antigravity use labels to tag each skill, then filter them like a funnel — only loading what's relevant to your current task. This means you can install 100, 500, even 1,000+ skills without performance issues. The more skills you have, the smarter your AI becomes at picking the right expertise.
You don't need to select skills manually. Just place the .agent/skills/ folder in your project root and start chatting normally. Antigravity reads each SKILL.md's description tag and automatically activates the right skill for your task. For example, if you have 25 skills and ask about database optimization, it will load your DB-related skill on its own. You can also invoke a specific skill directly using slash commands like /skillname. Think of it like hiring 25 specialists — you just describe the problem, and the right expert steps in.

SkillsMuse is an AI skill factory — generating production-ready skill sets that transform your AI coding assistant into a domain expert. Built with the belief that every developer deserves an AI partner that truly understands their project.

Start Generating Skills →