evolution

Create, upgrade, and review MetisAI Skills with Python scripting.

3|Updated Jul 9, 2026

Search Tags:#skill creation #skill optimization #skill review #skill upgrade #MetisAI

Ready to run

npx skills add https://github.com/jixu-ai/metisai --skill evolution-jixu-ai

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: evolution
Source: https://github.com/jixu-ai/metisai/tree/main/skills/evolution
Command: npx skills add https://github.com/jixu-ai/metisai --skill evolution-jixu-ai

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires pypdf, pdfplumber, pdf2image, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill helps users create, upgrade, review, or optimize MetisAI Skills, including skill structure design, resource organization, script indexing, and quality checks.

Core Features & Use Cases

Skill Creation: Build new skills from scratch or by merging existing ones.
Upgrade and Enhancement: Enhance existing skills with new features.
Review and Optimization: Analyze and improve skills for better performance and user experience.
Use Case: Imagine you want to add a new feature to an existing skill. Use this Skill to design the new feature, create the necessary scripts, and test the skill for proper functionality.

Quick Start

Use the evolution skill to create a new skill for generating reports based on financial data.

Frequently Asked Questions about evolution

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

FAQPage Schema

How do I create a new MetisAI Skill from scratch?▼

To create a new MetisAI Skill, use this tool to design the skill structure, organize resources, and index scripts. It guides the entire skill creation process from initial setup to final quality checks.

Can I upgrade an existing MetisAI Skill with new features?▼

Yes, you can upgrade existing MetisAI Skills by enhancing them with new features. The tool analyzes the current skill structure and scripts to integrate improvements and optimize performance.

What is the best way to review and optimize a MetisAI Skill?▼

The best way to review and optimize a MetisAI Skill is to use this tool to analyze its structure, scripts, and resources, performing quality checks to improve performance and user experience.

Do I need a specific environment to build and test MetisAI Skills?▼

Yes, building and testing MetisAI Skills requires a MetisAI environment and access to the Skill repository. The tool also utilizes Python libraries like pypdf, pdfplumber, and pdf2image for scripting.

Does this tool support merging existing skills during skill creation?▼

Yes, skill creation supports building new skills from scratch or by merging existing ones. You can combine resources and scripts from multiple skills into a unified structure.

Why perform a quality check when upgrading a MetisAI Skill?▼

Performing a quality check when upgrading a MetisAI Skill ensures the new features integrate correctly without breaking existing functionality, verifying proper script indexing and resource organization.