jnMetaCode

superpowers-zh

AI🌱 NEW PROJECT BOOST#AI Coding#LLM #Developer Tools #Automation#Workflow

1,807

// summary

superpowers-zh is a Chinese enhanced project that provides systematic working methodologies for 17 mainstream AI coding tools. Building on the full localization of 14 core upstream skills, it adds 6 specialized skills designed for Chinese developers. Through a unified installation command, developers can easily configure field-tested development workflows for tools like Claude Code and Cursor.

// technical analysis

superpowers-zh is a systematic methodology framework for AI programming tools. By providing 20 battle-tested Skills, it solves the problems of AI lacking structured thinking during programming and the tendency to output code directly while ignoring requirements analysis or quality control. Based on the original superpowers, this project has undergone deep localization; it not only fully translates the core methodology but also adds 6 original Skills tailored to the work habits of Chinese developers, and achieves broad compatibility with 17 mainstream AI programming tools. Its core technical decision lies in injecting workflows into the AI's context environment through standardized configuration files (such as SKILL.md), thereby significantly improving the professionalism and execution efficiency of AI collaboration without changing the logic of the tools themselves.

// key highlights

Provides 20 systematic work methodologies, covering the entire development lifecycle from brainstorming and TDD to code review.

Adds 6 China-specific Skills, adapted to domestic team communication culture, Git workflows, and Chinese documentation standards.

Supports 17 mainstream AI programming tools, including Claude Code, Cursor, Windsurf, Tongyi Lingma, etc.

Provides an npx one-click installation command that automatically identifies the project environment and deploys the corresponding Skills configuration.

Built-in MCP server construction and workflow executor, extending the automation boundaries of AI programming tools.

Synchronizes with upstream updates while maintaining independent iteration, and actively accepts community contributions addressing pain points for Chinese developers.

// use cases

Provide systematic working methodologies and skill support for 17 AI coding tools including Claude Code and Cursor.

Adapt to domestic team development habits through Chinese code reviews, Git workflows, and documentation standards.

Extend the execution capability of AI assistants in complex tasks using MCP construction and workflow orchestration skills.

// getting started

Developers only need to run npx superpowers-zh in the project root directory, and the tool will automatically detect the environment and install the adapted Skills. For manual installation, you can copy the skills folder from the repository to the configuration directory of the corresponding tool (such as .cursor/skills or .claude/skills) and ensure that these rules are correctly referenced in the project's configuration file.