What is superpowers-zh?

A Chinese-language collection of working methods for AI-assisted programming, including test-driven development, debugging, and code review. Test-driven development, or TDD, means writing tests before the code they check.

Use it for TDD, debugging, and code-review work when Chinese guidance is useful.

It makes these programming practices available in Chinese and gives an agent established ways to approach common coding tasks. The input does not describe its individual workflows in more detail.

superpowers-zh — Plugin for Gemini CLI by jnMetaCode

About the project

superpowers-zh is a Chinese community edition of superpowers, a collection of practical skills and development methods for AI coding tools. It helps users apply workflows such as brainstorming, test-driven development, debugging, code review, and other programming tasks across supported coding agents. The catalogue add-ons are the project's translated and original skills, instructions, hook, and plugin components.

jnMetaCode/superpowers-zh · 8,508 stars · on GitHub · sp.aiolaola.com

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.

Clone the repo

git clone --depth 1 https://github.com/jnMetaCode/superpowers-zh

Made for: Gemini CLI.

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.

README.md

[![agentmods](https://agentmods.dev/badge/plugins/jnmetacode/superpowers-zh/gemini-extension/github.svg)](https://agentmods.dev/plugins/jnmetacode/superpowers-zh/gemini-extension)

Your own site

<a href="https://agentmods.dev/plugins/jnmetacode/superpowers-zh/gemini-extension"><img src="https://agentmods.dev/badge/plugins/jnmetacode/superpowers-zh/gemini-extension/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.

Your own site · 80×15

<a href="https://agentmods.dev/plugins/jnmetacode/superpowers-zh/gemini-extension"><img src="https://agentmods.dev/badge/plugins/jnmetacode/superpowers-zh/gemini-extension.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session not measured What this adds to a session before it is invoked.

When invoked not measured Not applicable: nothing here is loaded into a session.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin original No closer match found in the catalogue.

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 20d ago.

The scan reads gemini-extension.json. This mod also ships 5 executable files (scripts/audit.sh, scripts/bump-version.sh, scripts/make-og-image.sh, …), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

gemini-extension.json · 7 lines

What it actually says

{
  "name": "superpowers-zh",
  "description": "AI 编程超能力中文版 — TDD、调试、代码审查等经过实战验证的工作方法论",
  "version": "1.8.0",
  "contextFileName": "GEMINI.md"
}

Files

What ships with it

17 files beside gemini-extension.json in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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.

20d ago Changed d45e8200641b
1mo ago Changed cb79068127c6
2mo ago Changed b1cceaed3e91
2mo ago Changed f46e11676df4
2mo ago First seen · 7 lines scan A 92f318301bba

Subscribe to this mod's changes

superpowers-zh is a plugin published in the GitHub repository jnMetaCode/superpowers-zh (8,508 stars, last pushed 14d ago), licensed MIT. Its token cost is not measured: this kind of file is read by the harness, not the model. 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 2026-09-06.

Claude Code Debugging TDD Testing ai-coding chinese cursor mcp skills

superpowers-zh next to 6 plugins from other repositories
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superpowers-zhjnMetaCode/superpowers-zh	Plugin	8.5k	14d ago	MIT	A	—	Gemini CLI
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viberevertmadeinplutofabio/vibe-revert	Plugin	0	2mo ago	Apache-2.0	A	—	Claude Code, Cursor
superpowersAzzygoatcoder/agent-useful-skills	Plugin	9	1mo ago	MIT	A	—	Claude Code