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.
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.
npx skills add jnMetaCode/superpowers-zh --skill chinese-code-reviewgit clone --depth 1 https://github.com/jnMetaCode/superpowers-zhWrote 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.
[](https://agentmods.dev/skills/jnmetacode/superpowers-zh/chinese-code-review)<a href="https://agentmods.dev/skills/jnmetacode/superpowers-zh/chinese-code-review"><img src="https://agentmods.dev/badge/skills/jnmetacode/superpowers-zh/chinese-code-review/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.
<a href="https://agentmods.dev/skills/jnmetacode/superpowers-zh/chinese-code-review"><img src="https://agentmods.dev/badge/skills/jnmetacode/superpowers-zh/chinese-code-review.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- Socket pass
- Snyk pass
- NVIDIA SkillSpector pass
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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00062 | $0.02594 |
| Opus 5 | $0.00031 | $0.01297 |
| Sonnet 5 | $0.00012 | $0.00519 |
| Haiku 4.5 | $0.00006 | $0.00259 |
Grade A, and why
chinese-code-review 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 9d 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.
How it starts
The opening of the file, as written. The whole thing — 283 lines — stays where its author put it; the contents beside it link to each section on GitHub.
中文代码审查规范
概述
国内团队做 Code Review 常遇到两个极端:要么过度客气导致关键问题被放过,要么照搬西方直白风格让同事下不来台。本技能帮你找到平衡点——既不回避问题,又让人愿意接受反馈。
核心原则: 用"建议"代替"命令",用"提问"代替"否定",但绝不因为面子而放过 bug。
审查反馈的表达方式
用建议代替命令
| 避免(命令式) | 推荐(建议式) |
|---|---|
| 你必须改成 X | 建议考虑用 X,因为 Y |
| 这里写错了 | 这里可能存在一个问题,是否考虑过 Z 的情况? |
| 不要用这个方法 | 这个方法在 A 场景下可能有性能问题,可以看看 B 方案 |
| 这段代码不行 | 这段逻辑我理解得对吗?如果输入为空的话会怎样? |
用提问代替否定
当你不确定对方意图时,先问再评:
# 好的方式
这里用 sync 方式读文件是出于什么考虑?如果并发量上来,可能会阻塞事件循环。
# 不好的方式
这里不应该用 sync 方式读文件。
分级标注
统一使用优先级标记,让作者快速判断轻重缓急:
- [必须修复] — 安全漏洞、数据丢失风险、逻辑错误(不修不能合)
- [建议修改] — 性能问题、可维护性、缺少校验(本次或下次迭代修复)
- [仅供参考] — 命名优化、风格建议、替代方案(不改也行)
- [问题] — 不确定的地方,需要作者解释意图
审查评论模板
[必须修复] SQL 注入风险
第 42 行:用户输入直接拼接到 SQL 语句中。
原因:攻击者可以通过 name 参数注入 `'; DROP TABLE users; --`。
建议:使用参数化查询:
db.query('SELECT * FROM users WHERE name = $1', [name])
参考:https://cheatsheetseries.owasp.org/cheatsheets/SQL_Injection_Prevention_Cheat_Sheet.html
中英混排代码注释规范
何时用中文
- 业务逻辑说明 — 用中文解释业务背景和需求来源
- 复杂算法注释 — 用中文写思路,确保团队成员都能理解
- TODO / FIXME — 用中文描述待办事项,方便搜索和追踪
- 文档注释(内部项目) — JSDoc / Javadoc 中的描述文字用中文
/**
* 计算用户的会员等级折扣
*
* 业务规则:
* - 普通会员 9.5 折
* - 银卡会员 9 折
* - 金卡会员 8.5 折
* - 钻石会员 8 折
*
* @param level - 会员等级(MemberLevel enum)
* @param amount - 原始金额(单位:分)
* @returns 折后金额(单位:分)
*/
function calculateDiscount(level: MemberLevel, amount: number): number {
// ...
}
何时用英文
- 变量名、函数名、类名 — 始终用英文命名,遵循团队命名规范
- Git commit message — 参考下方 commit 规范
- 开源项目注释 — 面向国际社区的项目,注释统一用英文
- 错误信息和日志 — 生产环境的 error message 用英文(避免编码问题)
- API 接口文档 — 对外暴露的 API 用英文
混排格式要求
// 好:中英文之间加空格
// 使用 Redis 缓存来减少 MySQL 的查询压力
// 坏:中英文之间没有空格
// 使用Redis缓存来减少MySQL的查询压力
// 好:技术术语保留英文
// 这里用 debounce 防抖处理,避免频繁触发 API 请求
// 坏:强行翻译技术术语
// 这里用防抖动处理,避免频繁触发应用程序接口请求
Commit Message 中英双语格式
推荐格式
团队内部项目使用中文 commit message,采用约定式提交(Conventional Commits)的中文版:
<类型>(<范围>): <简要描述>
<详细说明(可选)>
<关联信息(可选)>
类型对照表
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.
- 9d ago First seen · 283 lines · 62 tokens per session scan A 51326bc6e097
chinese-code-review is a skill published in the GitHub repository jnMetaCode/superpowers-zh (8,019 stars, last pushed today), licensed MIT. It adds 62 tokens to every session and 2,594 once invoked, about $0.0003 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.
Other skills, from other repositories
legacy-safe-edit
A set of practices for changing existing or old codebases safely. It focuses on finding dependencies, following local coding conventions, and making small changes that can be checked and reverted.
security-review
A code-security review guide covering common risks such as injection, weak login protection, unauthorized access, and sensitive-data exposure. It is written in Chinese and includes rules and examples for safer code.
code-review-self
A self-review checklist for checking code before committing it or opening a pull request, which is a request for teammates to review proposed changes.
doubt-driven-development
Subjects every non-trivial decision to a fresh-context adversarial review before it stands. Use when correctness matters more than speed, when working in unfamiliar code, when stakes are high (production, security-sensitive logic, irreversible operations), or any time a confident output would be cheaper to verify now…
gentle-ai-collab-perfect
Trigger: contributing to Gentleman-Programming/gentle-ai as an external collaborator. Strict issue-first workflow, honest PR bodies, contributor-vs-maintainer scope, chained-PR strategy, verification protocol, docstring coverage. Load whenever the active repo is Gentleman-Programming/gentle-ai and any part of the…
sdd-verify
Skill "sdd-verify" from Gentleman-Programming/gentle-ai, covering execution role, language domain contract, activation contract, hard rules and decision gates.