jnMetaCode

superpowers-zh

AI🌱 NEW PROJECT BOOST#AI Coding#Claude Code#Cursor#Workflow#Automation

1,685

// summary

superpowers-zh is a Chinese-enhanced project that provides a systematic working methodology for 17 mainstream AI coding tools. Building on the full localization of 14 core upstream skills, it adds 6 specialized skills addressing the pain points of Chinese developers. Users can automatically identify and install these skills with a single command, significantly improving AI execution quality in code review, TDD, and debugging scenarios.

// technical analysis

superpowers-zh is a Chinese-enhanced version based on the original superpowers framework, designed to provide a systematic methodology for 17 mainstream AI programming tools. The project has not only localized 14 core skills into Chinese but also added 6 original skills tailored to the practical needs of Chinese developers, covering localized pain points such as code review, Git workflows, and documentation standards. Its core design philosophy is to guide AI to follow rigorous development processes through structured instruction sets (Skills), thereby solving issues like blind execution or logical gaps often encountered in AI programming tasks. By providing a unified npx installation method and deep adaptation to the domestic CI/CD ecosystem, the project significantly reduces configuration costs for developers switching between different AI tools.

// key highlights

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

Provides 20 systematic work skills, covering the complete development lifecycle from brainstorming and TDD to systematic debugging.

Adds 6 Chinese-specific skills, adapted to domestic team code review cultures, Git commit standards, and Chinese document formatting.

Built-in MCP server construction and workflow executor, supporting multi-role YAML task orchestration within AI tools.

Provides a one-click installation experience, automatically identifying the project environment and deploying required skill configurations via the npx command.

Deeply adapted to the domestic development ecosystem, supporting platforms such as Gitee, Coding, GitLab (Jihu), and Tencent Cloud Native Build (CNB).

// use cases

Improve the execution efficiency and code quality of AI coding tools through systematic working methodologies such as TDD and systematic debugging.

Adapt to domestic development environments by providing code review, Git commit standards, and Chinese technical documentation support that align with Chinese team communication culture.

Use one-click installation scripts to quickly configure standardized workflows for 17 mainstream AI tools including Claude Code, Cursor, and Windsurf.

// getting started

Developers only need to run the 'npx superpowers-zh' command in the project root directory, and the tool will automatically identify the AI programming environment in use and complete the skill installation. If it cannot be identified automatically, you can use the '--tool <name>' parameter to explicitly specify the tool name. Once installed, the AI assistant can follow the preset work methodology by loading the skill files for development.