Can I use this for non-Makepad projects?

While the templates and routing are optimized for the Makepad and Robius ecosystems, the underlying principles of hook-based evolution and pattern capture can be adapted for other frameworks.

How does the Evolution skill auto-trigger?

It uses a set of local Claude Code hooks that monitor user prompts and tool execution events to automatically route relevant skills and capture new learnings at the end of a session.

What is the purpose of skill routing?

Skill routing ensures that Claude doesn't get overwhelmed with irrelevant information by only loading the specific subsets of knowledge (like shaders or app architecture) needed for your current task.

Does it support different Makepad versions?

Yes, it detects the specific branch (main, dev, or rik) from your Cargo.toml file and provides version-specific guidance to ensure compatibility with API changes.

Makepad Skills Evolution

Name: Makepad Skills Evolution
Author: ZhangHanDong

byZhangHanDong

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Developer Tools

Drives continuous self-improvement and automated knowledge capture for the Makepad development framework within Claude Code.

The Evolution skill serves as the intelligence layer for the Makepad ecosystem, automating the process of capturing reusable patterns, troubleshooting steps, and UI solutions discovered during development sessions. It utilizes a sophisticated hook system to auto-route relevant skills based on user prompts, provides version-specific guidance for different Makepad branches, and features a self-correction mechanism to ensure its documentation stays accurate. This skill turns every coding session into a learning opportunity, building a persistent repository of domain-specific expertise for Rust-based UI development.

Key Features

01Context-aware skill routing and automated bundle loading

02Multi-branch version adaptation for Makepad's main and dev branches

03Hook-based triggers for pre-tool detection and post-tool analysis

04699 GitHub stars

05Structured templates for capturing widget and shader patterns

06Automated self-correction and validation of skill content

Use Cases

01Capturing a complex shader fix or widget pattern into the permanent knowledge base

02Automatically loading the full UI design skill suite when a user mentions layout tasks

03Updating troubleshooting guides in real-time after resolving a specific compilation error

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add zhanghandong/makepad-skills evolution

For use in Claude.ai and ChatGPT

Download Skill