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Agent Skill · 研究检索

code-review(代码审查)

code-review 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

code-review 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为需要联网;许可证信息还不明确,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 49,774。

总安装 636周安装 26GitHub Stars 114下载 206核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
unknown

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:code-review(代码审查)
来源仓库:https://github.com/shawnpang/startup-founder-skills
仓库路径:skills/code-review
安装命令:
npx skills add https://github.com/shawnpang/startup-founder-skills --skill code-review
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/shawnpang/startup-founder-skills --skill code-review

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

code-review 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。适用于研究检索类任务,可结合来源仓库、安装命令和原始 README 继续核验具体用法。

通过 npx skills add 命令从 GitHub 仓库安装,支持主流 AI 宿主环境。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。当前顶部介绍为空,需结合原始 SKILL.md 内容进一步核验功能细节和使用限制。

来源仓库内路径:skills/code-review

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/shawnpang/startup-founder-skills --skill code-…;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要需要联网,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

code-review 怎么安装?

在终端执行 npx skills add https://github.com/shawnpang/startup-founder-skills --skill code-review。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

code-review 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

code-review 需要什么权限?

权限级别是需要联网。该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

code-review 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

code-review 用的人多吗?

公开数据是累计安装 636 次,近一周安装 26 次,下载 206 次,GitHub 114 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

code-review 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 第三方扫描已通过,常见的高风险行为没有命中。

先想清楚的地方

  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。

不太适合

  • 需要明确授权才能用到公司项目里的场景。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
code-review

代码审查 · 本页

636114需要联网未明确通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

Code Review

When to Use

  • The user shares code (file, snippet, or diff) and asks for feedback
  • They paste a pull request or want to know if code is production-ready
  • Pre-merge quality gate or bug hunting
  • Reviewing architectural decisions in a PR

Context Required

From startup-context: tech stack, product stage, team size. Also need from the user:

  • The code or diff to review
  • What the code is supposed to do (PR purpose or feature context)
  • Any specific concerns (performance, security, correctness)
  • Language and framework if not obvious from the code

Workflow

Follow a structured five-step methodology. Each step must be completed before moving to the next.

  1. Context — Understand and summarize the PR's purpose before any analysis. Recap the intent back to the user in 1-2 sentences. If unclear, ask before proceeding. Never start reviewing without understanding what the code is trying to accomplish.
  2. Structure — Evaluate architectural decisions and design patterns:

- Does the code belong in the right module/layer? - Are abstractions appropriate (not too many, not too few)? - Does this change align with the existing codebase patterns? - For non-obvious design choices, acknowledge the author's reasoning before proposing alternatives.

  1. Details — Assess code quality across multiple dimensions:

- Correctness: Logic errors, off-by-one bugs, null/undefined handling, race conditions, edge cases - Security: OWASP Top 10 baseline — injection, broken auth, data exposure, XSS, access control, misconfig, insecure deserialization, vulnerable components - Performance: N+1 queries, unnecessary re-renders, O(n^2) on large datasets, missing caching, memory leaks - Naming and clarity: Do names communicate intent? Are functions focused on a single responsibility?

  1. Tests — Validate test coverage with equal rigor as code review:

- Are behavioral assertions present (not just implementation testing)? - Are edge cases and error paths covered? - Are tests brittle or resilient to refactoring? - What test cases are missing?

  1. Feedback — Generate a prioritized, categorized report with specific code examples and concrete improvements. Recognize strong patterns and good decisions explicitly.

Output Format

# Code Review: [Feature/File Name]

## Summary
One-paragraph assessment: what the PR does, whether it is ready to merge, needs minor fixes, or needs rework.

## Findings

### Critical (must fix before merge)
- **[CRT-1] Title** — file:line — description, why it matters, suggested fix with code example

### Major (should fix before merge)
- **[MAJ-1] Title** — file:line — description, why it matters, suggested fix

### Minor (fix when convenient)
- **[MIN-1] Title** — file:line — description, suggestion

### Positive (things done well)
- **[POS-1] Title** — file:line — what was done well and why it matters

## Questions
Clarifying questions about non-obvious design choices before blocking on them.

## Suggested Tests
- Test case 1
- Test case 2

Frameworks & Best Practices

Severity Definitions

SeverityDefinitionAction
CriticalSecurity vulnerability, data loss risk, crash in production, broken core functionalityBlock merge
MajorSignificant bug, performance regression, missing error handling on critical path, architectural violationShould fix before merge
MinorStyle issue, naming improvement, minor optimization, documentation gapFix when convenient
PositiveWell-written code, good pattern usage, thoughtful error handlingAcknowledge and reinforce

Review Principles

  • Always ground feedback in specifics. Every finding must reference a file, line, and include a concrete improvement — not just "this could be better."
  • Recognize good work explicitly. Call out strong patterns, clean abstractions, and thoughtful error handling. Reviews that only flag problems are demoralizing and incomplete.
  • Acknowledge author reasoning. For non-obvious choices, assume the author had a reason. Ask before overriding. Phrase as "I see you chose X — was that because of Y? If so, consider Z as an alternative."
  • Do not block on style when automated tooling handles it. Linting and formatting are the job of CI, not reviewers. Focus on logic, architecture, and correctness.
  • Treat test review with equal weight. Tests are not an afterthought. Missing tests for critical paths is a major finding, not a minor one.

OWASP Top 10 Quick Checks

  1. Injection — Are user inputs parameterized? Check SQL, NoSQL, OS command, LDAP
  2. Broken Auth — Sessions secure? Tokens rotated? Passwords hashed (bcrypt/argon2)?
  3. Sensitive Data Exposure — Secrets in env vars (not code)? PII encrypted at rest?
  4. XXE — XML parsing disabled or configured to reject external entities?
  5. Broken Access Control — Every endpoint checks authorization, not just authentication?
  6. Misconfiguration — Debug modes off? CORS restrictive? Security headers set?
  7. XSS — Outputs encoded? No dangerouslySetInnerHTML / v-html with user data?
  8. Insecure Deserialization — Serialized objects from untrusted sources validated?
  9. Vulnerable Components — Dependencies up to date? Any known CVEs?
  10. Insufficient Logging — Auth failures, access violations, and errors logged?

N+1 Query Detection

  • Looping over a collection and making a DB call per item
  • ORM lazy loading inside a loop (e.g., user.posts in a for user in users loop)
  • GraphQL resolvers fetching related data per parent without DataLoader
  • Fix: Eager loading, batch queries, or DataLoader pattern

Language-Agnostic Red Flags

  • Functions longer than 40 lines or more than 3 levels of nesting
  • Boolean params that change behavior (use separate functions)
  • Catch blocks that swallow exceptions silently
  • Hardcoded values that should be configuration
  • Missing input validation on public API boundaries

Related Skills

  • security-review — chain for a deep-dive security audit when critical security findings surface
  • architecture-design — chain when code review reveals structural problems that need architectural rethinking

Examples

Example prompt: "Review this Express route handler for creating users."

Good output snippet:

# Code Review: POST /api/users Handler

## Summary
The handler creates users but has a critical SQL injection vulnerability and missing
input validation. Needs fixes before merge. Clean async/await usage is a positive.

## Findings
### Critical
- **[CRT-1] SQL Injection** — routes/users.js:14 — Email interpolated
  directly into SQL string. Use parameterized queries:
  `db.query('INSERT INTO users (email) VALUES ($1)', [email])`

### Major
- **[MAJ-1] No input validation** — routes/users.js:12 — Email from
  `req.body` used with no validation. Add zod/joi schema validation.
- **[MAJ-2] Missing error handling** — routes/users.js:18 — DB errors
  propagate as 500 with stack trace. Wrap in try/catch, return generic error.

### Positive
- **[POS-1] Clean async/await** — routes/users.js:11 — Easy to follow,
  no callback nesting.

## Questions
- Is there a validation middleware already in the project that should be reused here?

平台分布

Codex

38.11%
按下载量换算79

Claude

27.89%
按下载量换算57

Cursor

20.83%
按下载量换算43

Gemini CLI

8.81%
按下载量换算18

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

需要联网

该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。目前只有一个公开来源,建议同时核对源仓库。

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