superpowers-zh

superpowers-zh is a skill for Claude Code, Codex from znlgis/opengis-skills. It costs 45 tokens per session (1,568 once invoked), scanned A, original, MIT.

A Chinese-language set of workflows for AI coding tools. It applies practices such as TDD, where tests are written before the code, along with structured debugging, review, and verification.

In plain words
What is it for?
Use it for Chinese-language development workflows, test-first coding, debugging, code review, documentation, and Git tasks across supported coding tools.
Why use it?
It guides an AI assistant through planning and checking work instead of jumping from an unclear request straight to code.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: mentions Claude Code; mentions Codex; mentions Gemini CLI.

Good fit Use it for Chinese-language development workflows, test-first coding, debugging, code review, documentation, and Git tasks across supported coding tools.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/znlgis/opengis-skills/superpowers-zh
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add znlgis/opengis-skills --skill superpowers-zh
Clone the repo
git clone --depth 1 https://github.com/znlgis/opengis-skills

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for superpowers-zh

README.md
[![agentmods](https://agentmods.dev/badge/skills/znlgis/opengis-skills/superpowers-zh/github.svg)](https://agentmods.dev/skills/znlgis/opengis-skills/superpowers-zh)
Your own site
<a href="https://agentmods.dev/skills/znlgis/opengis-skills/superpowers-zh"><img src="https://agentmods.dev/badge/skills/znlgis/opengis-skills/superpowers-zh/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for superpowers-zh

Your own site · 80×15
<a href="https://agentmods.dev/skills/znlgis/opengis-skills/superpowers-zh"><img src="https://agentmods.dev/badge/skills/znlgis/opengis-skills/superpowers-zh.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 45 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,568 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 4 findings, up to medium

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • medium MCP Rug Pull · line 37
    npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.
    Fix: Pin the version: npx @scope/[email protected]
  • medium MCP Rug Pull · line 67
    npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.
    Fix: Pin the version: npx @scope/[email protected]
  • medium MCP Rug Pull · line 84
    npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.
    Fix: Pin the version: npx @scope/[email protected]
  • medium MCP Rug Pull · line 94
    npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.
    Fix: Pin the version: npx @scope/[email protected]
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00045 $0.01568
Opus 5 $0.00023 $0.00784
Sonnet 5 $0.00009 $0.00314
Haiku 4.5 $0.00005 $0.00157

Measured 13d ago against content hash 9a625291e943, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

superpowers-zh scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 13d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

ai/superpowers-zh/SKILL.md · 104 lines

How it starts

The opening of the file, as written. The whole thing — 104 lines — stays where its author put it; the contents beside it link to each section on GitHub.

项目地址: https://github.com/jnMetaCode/superpowers-zh

英文上游: https://github.com/obra/superpowers

许可证: MIT | npm 包: 参见 npm运行要求: Node.js ≥ 20

概述

superpowers-zh 不是代码库或语言框架,而是一套面向 AI 编程工具的「工作方式插件」:把工程实践固化为可被 AI 助手加载的 Skills,让 AI 在执行任务时先遵循流程、再生成代码。核心目标三句话:

  1. 让 AI 先想清楚再动手:不从模糊需求直接跳到编码,先澄清目的、约束、成功标准与可选方案。
  2. 让 AI 用工程纪律工作:用 TDD、系统化调试、完成前验证、代码审查约束「看起来能跑」的草率实现。
  3. 让中文团队直接落地:在完整汉化基础上补充中文代码审查、中文 Git 工作流、中文技术文档与提交规范等本土化能力。

包内含 skills/agents/commands/hooks/ 与一键安装脚本 bin/superpowers-zh.js。它在 obra/superpowers(英文上游,250k+ ⭐)基础上完整汉化并新增 6 个中国原创 skills,支持 Claude Code / GitHub Copilot CLI / Hermes Agent / Cursor / Claw Code / Windsurf / Kiro / Gemini CLI / OpenCode / Qoder 等 20 款工具。


安装

# 一键安装(交互式选择目标 AI 工具并写入对应配置)
npx superpowers-zh

要求 Node.js ≥ 20。安装器会按所选工具把 skills/agents/commands/hooks 写入相应位置(如 Claude Code 的 plugin、Cursor 的 .cursor-plugin、OpenCode 的 .opencode/plugins、Codex 的 .codex-plugin、Gemini 的 gemini-extension.json 等)。


Skill 机制与方法论闭环

每个 Skill 都有名称 + 触发描述 + 详细流程。当 AI 工具支持 Skill 发现或自定义指令时,会在对应场景加载这些流程,用流程约束行动。核心方法论按软件交付链路组织:

阶段 Skill 作用
需求澄清 先问清目的、约束、成功标准,避免基于模糊需求乱改
方案设计 / 计划编写 列出可选方案与权衡,产出可执行计划再动手
TDD 先写测试再实现,约束「看起来能跑」的实现
系统化调试 复现 → 定位根因 → 修复 → 回归测试,而非凭直觉乱试补丁
完成前验证 收尾前必须运行测试 / 构建 / lint,不说「应该好了」
代码审查与反馈处理 验证审查建议是否适用本代码库,而非盲目附和
分支收尾 规范提交、合并与分支清理
并行子智能体 / Git Worktree 用子代理与 worktree 并行推进多任务
中国特色 Skills 中文审查表达、提交规范、文档排版、国内 Git 平台流程、MCP 构建器、工作流执行器

using-superpowers 是入口型 Skill:引导 AI 在合适时机发现并加载其余技能。


典型工作流

1. npx superpowers-zh           # 为你的 AI 工具安装中文方法论 Skills
2. 在 AI 工具中提出任务 → AI 先加载「需求澄清」Skill,问清目标与约束
3. 进入「方案设计 / 计划」Skill,产出方案与计划
4. 用「TDD」Skill 先写测试,再实现
5. 出 Bug 时走「系统化调试」Skill:复现→根因→修复→回归
6. 收尾用「完成前验证」运行测试/构建/lint,再用「代码审查」「分支收尾」收口

常见问题(FAQ)

问题 解决
它是模型或插件吗 都不是,是一套被 AI 加载的「方法论 Skills」,约束 AI 的工作流程
支持哪些工具 Claude Code、Copilot CLI、Cursor、OpenCode、Hermes Agent、Windsurf、Gemini CLI、Kiro、Qoder 等 20 款
和英文 superpowers 区别 完整汉化 + 6 个中国原创 skills(中文审查/提交规范/文档排版/国内 Git 流程/MCP 构建器/工作流执行器)
安装要求 Node.js ≥ 20,npx superpowers-zh 一键安装
AI 不触发 Skill 确认工具支持 Skill 发现/自定义指令,并已写入对应配置;从 using-superpowers 入口引导
能和编码 Agent 一起用吗 可以,常与 OpenCode / Hermes Agent / Claude Code 搭配,作为「工作方式约束层」

Read the full file on GitHub · 104 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 13d ago First seen · 104 lines · 45 tokens per session scan A 9a625291e943

Subscribe to this mod's changes

superpowers-zh is a skill published in the GitHub repository znlgis/opengis-skills (61 stars, last pushed yesterday), licensed MIT. It adds 45 tokens to every session and 1,568 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.