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Agent Skill · 研究检索

review-security(审查安全)

用于辅助安全审计、权限检查、凭据风险、认证流程和常见漏洞排查。它适合让 Agent 梳理敏感配置、检查依赖风险、分析鉴权逻辑或生成安全复核清单。使用时不能把工具输出直接当最终结论,涉及密钥、令牌、用户数据或生产系统时,应先确认最小权限、脱敏方式和操作边界。

review-security 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,权限为接触敏感数据;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 67,870。

总安装 240周安装 10GitHub Stars 公开资料未说明下载 80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:review-security(审查安全)
来源仓库:https://github.com/nielsmadan/agentic-coding
仓库路径:skills/review-security
安装命令:
npx skills add https://github.com/nielsmadan/agentic-coding --skill review-security
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/nielsmadan/agentic-coding --skill review-security

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。

review-security 用于辅助安全审计和权限检查,适合梳理敏感配置和分析鉴权逻辑。适用于漏洞排查、依赖风险检查和认证流程审查等安全场景。使用时不能将工具输出直接当作最终结论,需先确认最小权限和操作边界。涉及密钥、令牌或生产系统时应先确认脱敏方式和操作限制。

可通过 npx skills add 命令从指定 GitHub 仓库安装使用。

来源仓库内路径:skills/review-security

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/nielsmadan/agentic-coding --skill review-secur…;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

    它需要接触敏感数据,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

review-security 怎么安装?

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

review-security 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。

review-security 需要什么权限?

权限级别是接触敏感数据。该 Skill 可能接触密钥、Token、环境变量或敏感配置,应进入高风险复核队列,默认不自动发布。

review-security 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。

review-security 用的人多吗?

公开数据是累计安装 240 次,近一周安装 10 次,下载 80 次。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。

review-security 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

  • 需要接触敏感数据,装到常用环境前要先评估影响面。
  • 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

  • 环境里有大量密钥、凭证,不方便给第三方 Skill 读取的人。
  • 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
review-security

审查安全 · 本页

240—接触敏感数据未明确通过

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

Review Security

Security audit for common vulnerabilities and unsafe patterns.

Usage

/review-security              # Review context-related code
/review-security --staged     # Review staged changes
/review-security --all        # Full codebase audit (parallel agents)

Scope

FlagScopeMethod
(none)Context-related codeFiles from the current conversation context: any files the user has discussed, opened, or that you have read/edited in this session. If no conversation context exists, ask the user to specify files or use --staged/--all.
--stagedStaged changesgit diff --cached --name-only
--allFull codebaseGlob source files, parallel agents

Do NOT skip checks:

  • "This code is internal only" -- Internal code gets compromised too
  • "This is just a prototype" -- Prototypes become production code
  • "I already checked for the obvious issues" -- The non-obvious ones are the dangerous ones

Gotchas

  • Dependency audit commands (pip-audit, safety check, bundle audit, govulncheck) must be installed separately. If missing, they silently produce no output rather than erroring.
  • --staged reviews the full file content, not just the diff. Pre-existing vulnerabilities in the file are flagged even if the staged change is unrelated.

Workflow

  1. Determine scope based on flags (see Scope table above)
  2. Review each file against the Security Checklist below, prioritizing categories in this order:

1. Injection (OWASP 2021 A03) — highest exploitation likelihood 2. Sensitive Data Exposure (OWASP 2021 A02) — hardcoded secrets are easy wins 3. Broken Authentication (OWASP 2021 A07) — auth bugs have outsized impact 4. Security Misconfiguration (OWASP 2021 A05) — config issues are common in PRs 5. Dependency Vulnerabilities — run audit commands last (they take time)

  1. Parallelize if scope has >5 files: spawn one sub-agent per checklist category, each scanning all files. Merge results and deduplicate.
  2. Check dependencies using the ecosystem-specific commands in the Dependency Vulnerabilities section
  3. Classify severity for each finding:

- Critical: Exploitable vulnerability with direct user/data impact (e.g., SQL injection on a public endpoint, hardcoded production secret) - High: Vulnerability requiring specific conditions to exploit but with serious impact (e.g., XSS in admin panel, missing rate limiting on login) - Medium: Security weakness that increases attack surface (e.g., overly permissive CORS, debug mode flag) - Suggestion: Defense-in-depth improvement (e.g., adding CSP headers, tightening cookie flags)

  1. Report findings grouped by severity using the Output Format below

Security Checklist

References below use OWASP Top 10 2021 category numbers (A01–A10).

For code examples, grep patterns, false-positive rules, and dependency audit commands, see references/security-checklist.md.

Injection (OWASP A03)

  • No string concatenation in SQL queries (use parameterized queries)
  • No unsanitized user input passed to shell commands
  • No direct HTML insertion from user content (use textContent or a sanitizer)

Broken Authentication (OWASP A07)

  • Passwords hashed with bcrypt/argon2 (not MD5/SHA1)
  • Rate limiting on login endpoints
  • Session tokens are secure (HttpOnly, Secure, SameSite)
  • No credentials in URLs or logs
  • Account lockout after failed attempts

Sensitive Data Exposure (OWASP A02)

  • No hardcoded secrets, API keys, or passwords in source code (use environment variables)
  • No sensitive fields (passwords, tokens) written to logs
  • Grep source files for secret patterns — see references/security-checklist.md for patterns and false-positive filtering rules

Security Misconfiguration (OWASP A05)

  • Debug mode disabled in production
  • No default/test credentials
  • Error messages don't expose internals
  • CORS properly configured (not * for sensitive APIs)
  • Security headers set (CSP, X-Frame-Options, etc.)

Dependency Vulnerabilities

Run ecosystem-specific audit commands — see references/security-checklist.md for commands by ecosystem.

Report any Critical or High severity vulnerabilities.

Output Format

## Security Review: {scope}

### Critical (fix immediately)
- {file}:{line} - {vulnerability type}: {description}
  **Fix:** {remediation}

### High Priority
- {file}:{line} - {issue}
  **Fix:** {remediation}

### Medium Priority
- {file} - {issue}

### Dependency Vulnerabilities
| Package | Severity | CVE | Fix Version |
|---------|----------|-----|-------------|
| {pkg} | Critical | CVE-XXXX-XXXX | {version} |

### Suggestions
- {improvement}

Examples

Staged changes introduce SQL injection:

/review-security --staged

Reviews staged files and catches a login handler using string concatenation to build a SQL query with user input. Reports it as Critical with a fix showing parameterized queries.

Pre-release audit finds hardcoded secret:

/review-security --all

Parallel agents scan the full codebase by security category. Finds a hardcoded API key in a config file and a JWT secret committed as a string literal, along with an overly permissive CORS policy allowing all origins.

Troubleshooting

False positive on an intentional security pattern

Solution: If the flagged code is deliberate (e.g., a test fixture with hardcoded credentials, or a localhost-only CORS wildcard), add a comment like // SECURITY: intentional - <reason> so future audits can skip it with context.

Obfuscated or generated code blocks the audit

Solution: Exclude generated files (e.g., *.min.js, dist/, generated/) from the scope and audit only the source inputs. For vendored code, check the upstream project's security advisories rather than scanning the minified output.

Notes

  • Focus on exploitable vulnerabilities, not theoretical risks
  • Always provide remediation guidance
  • For --all, use parallel agents per category for speed
  • Check both source code and configuration files
  • Dependency checks require package manager files (package.json, requirements.txt, etc.)

平台分布

Codex

39.1%
按下载量换算31

Claude

26.75%
按下载量换算21

Cursor

18.21%
按下载量换算15

Gemini CLI

8.48%
按下载量换算7

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

接触敏感数据

该 Skill 可能接触密钥、Token、环境变量或敏感配置,应进入高风险复核队列,默认不自动发布。

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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