jnMetaCode/superpowers-zh

What it solves

AI coding tools often jump straight into writing code without a structured approach, leading to errors, missing requirements, or inefficient workflows. This project provides a systematic set of "skills" (methodologies) that teach AI assistants how to perform professional software engineering tasks—such as brainstorming, TDD, and systematic debugging—across a wide variety of of AI coding tools.

How it works

It functions as a framework of 20 structured skills (14 translated from the original English superpowers project and 6 original Chinese-specific skills). These skills are deployed as configuration files, rules, or plugins into the specific directories of AI coding tools (e.g., .claude/skills/, .cursor/rules/).

Users can install these via a single command (npx superpowers-zh) which automatically detects the tool being used and places the skills in the correct location, or via the Claude Code Plugin Marketplace.

Who it’s for

Developers using AI coding assistants (such as Claude Code, Cursor, Windsurf, Aider, Trae, or Copilot) who want to move beyond simple chat-and-code interactions to a more professional, methodology-driven development process, particularly those working in Chinese-speaking environments.

Highlights

• Broad Tool Support: Compatible with 23 different AI coding tools, including CLI agents and IDEs.
• Methodology-Driven: Covers 20 skills including Test-Driven Development (TDD), systematic debugging, and parallel agent dispatching.
• Localized for China: Includes specific skills for Chinese team communication culture, Chinese Git workflows (Gitee/Coding), and Chinese technical documentation standards.
• Easy Installation: Offers a one-click npx installation that handles tool detection, bootstrap file generation, and hook configuration.