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arvidfcjarfalla-prog
arvidfcjarfalla-progCOMMUNITY
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meta-agent

Generate SKILL.md definitions from natural-language descriptions using existing skill conventions.

Updated Mar 12, 2026
Search Tags:#markdown#claude#pipeline#generate#skill-definition#skill-automation#nl-to-skill
One-click install
npx skills add https://github.com/arvidfcjarfalla-prog/atlas --skill meta-agent-arvidfcjarfalla-prog
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: meta-agent
Source: https://github.com/arvidfcjarfalla-prog/atlas/tree/main/.claude/skills/meta-agent
Command: npx skills add https://github.com/arvidfcjarfalla-prog/atlas --skill meta-agent-arvidfcjarfalla-prog

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automates the creation of complete SKILL.md definitions from natural-language descriptions.

Core Features & Use Cases

  • Reads existing skills to learn formatting conventions and enforce consistency with CLAUDE.md.
  • Generates a complete SKILL.md with YAML frontmatter, a detailed Markdown body (purpose, pipeline, definition of done), and optional sub-agent support.
  • Applies to developers who want to bootstrap new skills from descriptive requirements and ensure governance by aligning with project rules.

Quick Start

Describe a new skill in natural language and Meta-agent will generate a complete SKILL.md.

Frequently Asked Questions about meta-agent

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I generate a skill definition from natural language?▼

To generate a skill definition from natural language, describe your desired skill and the tool outputs a complete SKILL.md file with YAML frontmatter and Markdown body. It reads existing skills to ensure formatting consistency.

Can I automatically create SKILL.md files that conform to CLAUDE.md rules?▼

Yes, you can automatically create SKILL.md files conforming to CLAUDE.md rules. The tool reads existing skills in .claude/skills/ to learn constraints and enforce governance alignment automatically.

What is the best way to bootstrap new skills from descriptive requirements?▼

The best way to bootstrap new skills from descriptive requirements is using natural-language prompts to generate a ready-to-save SKILL.md. This ensures formatting consistency and governance by aligning with project rules.

Does generating a skill also create matching commands in .claude/commands/?▼

Yes, generating a skill can also create matching commands in .claude/commands/. If required by the skill definition, it outputs a command file with context: fork alongside the SKILL.md file.

How does skill automation learn existing formatting conventions?▼

Skill automation learns existing formatting conventions by reading all existing skills located in .claude/skills/ and .agents/skills/. This ensures generated definitions match your project's established formatting patterns.

Do I need existing skills in my directory to generate a new SKILL.md?▼

You do not strictly need existing skills to generate a new SKILL.md, but having them allows the tool to learn formatting conventions and enforce consistency with CLAUDE.md rules during generation.

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