evolution

Automates self-improvement and contribution tracking for makepad-skills.

745|87|Updated Jan 10, 2026

Search Tags:#documentation #collaboration #self-improvement #patterns #evolution #hook-system #Makepad-skills

Ready to run

npx skills add https://github.com/ZhangHanDong/makepad-skills --skill evolution-zhanghandong

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: evolution
Source: https://github.com/ZhangHanDong/makepad-skills/tree/main/skills/evolution
Command: npx skills add https://github.com/ZhangHanDong/makepad-skills --skill evolution-zhanghandong

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This skill enables autonomous evolution of makepad-skills by capturing learning, suggesting patterns, and guiding contribution.

Core Features & Use Cases

Hooks-driven auto-evolution: automatically triggers learning sessions from code changes, user feedback, and observed gaps in documentation.
Evolution workflow governance: provides structured steps for identifying, classifying, and publishing reusable patterns, templates, and references.
Quality assurance and validation: supports self-correction, self-validation, and version adaptation to maintain high-quality knowledge.
Use Case: teams can rapidly codify patterns discovered during development to accelerate future projects.

Quick Start

Ask Claude to start an evolution pass to capture learnings from your latest Makepad work and propose reusable patterns for publication.

Frequently Asked Questions about evolution

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

FAQPage Schema

How do I automate Makepad-skills evolution and learning from code changes?▼

Automate Makepad-skills evolution by using hooks-driven auto-evolution to trigger learning sessions from code changes, user feedback, and documentation gaps. It captures learnings and proposes reusable patterns for future projects.

What is the best way to capture and publish reusable patterns during Makepad development?▼

Capture and publish reusable patterns using evolution workflow governance. It provides structured steps for identifying, classifying, and publishing patterns, templates, and references to accelerate future development.

How does the hook system handle self-correction and version adaptation for Makepad-skills?▼

The hook system handles self-correction by applying quality assurance and validation workflows. It supports self-validation and version adaptation to maintain high-quality knowledge across evolving Makepad-skills.

Can I use this to govern collaboration guidelines and contribution tracking for Makepad-skills?▼

Yes, you can govern collaboration guidelines and contribution tracking. It integrates with evolution templates, hooks, and references to satisfy workflow automation and governance requirements for Makepad-skills.

Do I need specific references or templates to start an evolution pass for Makepad-skills?▼

You do not need specific external dependencies to start an evolution pass. The skill integrates internal references and evolution templates to guide the process of capturing learnings from your latest Makepad work.

Why does my Makepad-skills documentation gap require an automated evolution workflow?▼

Documentation gaps require an automated evolution workflow because it automatically triggers learning sessions from observed gaps. This ensures that missing knowledge is captured, validated, and codified into reusable patterns.