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openclaw-code-review-skill

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by @cdapic

对 Pull Request 或代码 Diff 进行结构化审查，使用多 Agent 并行审查 + 置信度评分过滤误报。触发：/code-review、审查 PR、代码审查

Versionv1.0.1

Downloads445

#crypto-defi #security #legal

View on ClawHub →

TERMINAL

clawhub install openclaw-code-review-skill

📖 About This Skill

name: Code Review description: 对 Pull Request 或代码 Diff 进行结构化审查，使用多 Agent 并行审查 + 置信度评分过滤误报。触发：/code-review、审查 PR、代码审查

Code Review Skill

对 Pull Request 进行结构化代码审查，模拟 Claude Code /code-review 插件的工作流。多 Agent 并行从不同角度审查，置信度 ≥80 的问题才输出，过滤误报。

适用场景

PR 合并前需要审查

本地 Diff 需要评审

审查自己写完的代码

Code Review 流程规范建立

工作流程（7步）

第1步：确认审查对象

优先级顺序： 1. 如果用户提供了 PR 链接 → 直接使用 2. 如果用户在代码仓库中 → 用 gh pr list --author @me --state open 查找自己开的 PR 3. 如果用户提供了 Diff 内容 → 直接审查 Diff 4. 其他情况 → 询问用户提供

跳过检查（发现以下情况直接终止）：

PR 已关闭 → 跳过

PR 是 Draft → 跳过

PR 是自动化创建的trivial变更 → 跳过

Claude 已经审查过此 PR → 跳过（检查 gh pr view --comments）

> 注意：Claude 生成的 PR 仍需审查

第2步：收集上下文

并行执行：

A. 获取 PR 详情

gh pr view  --json title,body,files,additions,deletions,changedFiles,author,createdAt

B. 查找仓库中的 CLAUDE.md

# 根目录
gh api repos/:owner/:repo/contents/CLAUDE.md --jq '.content' 2>/dev/null
子目录（与变更文件同目录的）
用变更文件路径推断需要的 CLAUDE.md

C. 获取变更文件列表

gh pr diff

第3步：总结 PR 变更

用一句话总结：

这个 PR 改了什么（功能/修复/重构）

涉及多少文件、+多少行/-多少行

作者的目的是什么（从 PR 描述推断）

格式：

📋 PR 概览
标题：xxx
作者：xxx
变更范围：x 个文件，+x 行/-x 行
摘要：xxx

第4步：启动并行审查（3个 Agent）

使用 sessions_spawn 工具并行启动 3 个独立审查 Agent：

#### Agent 1：CLAUDE.md 合规检查（Sonnet） Prompt：

你是代码审查专家，负责检查此 PR 是否违反了项目 CLAUDE.md 中的规范。
背景：
PR 标题：</li>
<li style="color:#94a3b8;margin:3px 0">PR 描述：<description></li>
<li style="color:#94a3b8;margin:3px 0">项目规范在 CLAUDE.md 中列出</li></p><p style="margin:8px 0">任务：
1. 阅读 PR 变更的文件内容和 CLAUDE.md 规范
2. 检查变更是否违反了 CLAUDE.md 中的任何明确规则
3. 只标记<strong style="color:#e5e7eb">明确违反</strong>的规则（你能引用 CLAUDE.md 中的具体文字）</p><p style="margin:8px 0">置信度评分（0-100）：
<li style="color:#94a3b8;margin:3px 0">0：误报，规范未要求</li>
<li style="color:#94a3b8;margin:3px 0">25：可能是问题，但不确定</li>
<li style="color:#94a3b8;margin:3px 0">50：确实违反，但影响较小</li>
<li style="color:#94a3b8;margin:3px 0">75：明确违反，影响较大</li>
<li style="color:#94a3b8;margin:3px 0">100：完全确定，直接影响功能</li></p><p style="margin:8px 0">只报告置信度 ≥75 的问题。</p><p style="margin:8px 0">输出格式：
问题列表，每条包含：
<li style="color:#94a3b8;margin:3px 0">置信度</li>
<li style="color:#94a3b8;margin:3px 0">违反的规则（引用原文）</li>
<li style="color:#94a3b8;margin:3px 0">违反的文件和行号</li>
<li style="color:#94a3b8;margin:3px 0">简要说明</li>
</code></pre></p><p style="margin:8px 0">#### Agent 2：Bug 和逻辑错误检查（Opus）
<strong style="color:#e5e7eb">Prompt：</strong>
<pre style="background:#0a0a1c;border:1px solid #1e1e3f;border-radius:6px;padding:10px 12px;overflow-x:auto;font-size:.9em;margin:8px 0"><code style="color:#a5f3fc;background:none;padding:0;font-size:1em">你是资深代码审查专家，负责在此 PR 变更中发现明显的 Bug 和逻辑错误。</p><p style="margin:8px 0">背景：
<li style="color:#94a3b8;margin:3px 0">PR 标题：<title></li>
<li style="color:#94a3b8;margin:3px 0">PR 描述：<description></li></p><p style="margin:8px 0">任务：
只检查 Diff 本身，不要引入 Diff 之外的上下文。</p><p style="margin:8px 0"><strong style="color:#e5e7eb">标记标准（高信号问题）：</strong>
<li style="color:#94a3b8;margin:3px 0">会导致编译失败或运行时 panic 的错误（类型错误、缺少 import、引用错误）</li>
<li style="color:#94a3b8;margin:3px 0">无论输入如何都会产生错误结果的逻辑错误</li>
<li style="color:#94a3b8;margin:3px 0">安全隐患（注入、泄露、硬编码凭证）</li></p><p style="margin:8px 0"><strong style="color:#e5e7eb">不标记：</strong>
<li style="color:#94a3b8;margin:3px 0">代码风格问题</li>
<li style="color:#94a3b8;margin:3px 0">依赖特定输入才能触发的问题</li>
<li style="color:#94a3b8;margin:3px 0">主观改进建议</li>
<li style="color:#94a3b8;margin:3px 0">Linter 会捕获的问题</li>
<li style="color:#94a3b8;margin:3px 0">PR 之前就存在的问题</li></p><p style="margin:8px 0">置信度评分（0-100）：
只报告置信度 ≥80 的问题。</p><p style="margin:8px 0">输出格式：
问题列表，每条包含：
<li style="color:#94a3b8;margin:3px 0">置信度</li>
<li style="color:#94a3b8;margin:3px 0">问题类型（bug/security/logic）</li>
<li style="color:#94a3b8;margin:3px 0">文件和行号</li>
<li style="color:#94a3b8;margin:3px 0">简要说明</li>
<li style="color:#94a3b8;margin:3px 0">预期行为 vs 实际行为</li>
</code></pre></p><p style="margin:8px 0">#### Agent 3：Git 历史上下文分析（Sonnet）
<strong style="color:#e5e7eb">Prompt：</strong>
<pre style="background:#0a0a1c;border:1px solid #1e1e3f;border-radius:6px;padding:10px 12px;overflow-x:auto;font-size:.9em;margin:8px 0"><code style="color:#a5f3fc;background:none;padding:0;font-size:1em">你是代码审查专家，负责通过 Git 历史为此 PR 提供上下文。</p><p style="margin:8px 0">背景：
<li style="color:#94a3b8;margin:3px 0">PR 标题：<title></li>
<li style="color:#94a3b8;margin:3px 0">PR 描述：<description></li>
<li style="color:#94a3b8;margin:3px 0">变更的文件：<files></li></p><p style="margin:8px 0">任务：
1. 对变更的关键文件运行 <code style="background:#0d0d1e;color:#a5f3fc;padding:1px 5px;border-radius:3px;font-size:.88em">git blame</code> 和 <code style="background:#0d0d1e;color:#a5f3fc;padding:1px 5px;border-radius:3px;font-size:.88em">git log</code>
2. 检查：
   - 是否有文件最近被大规模重构过，这次 PR 是否与之冲突
   - 变更是否绕过了已有的测试或保护措施
   - 是否有相关的历史 issue 或 PR 上下文
3. 提供有价值的上下文，帮助理解此次变更的风险</p><p style="margin:8px 0">只报告高置信度（≥75）的风险点。</p><p style="margin:8px 0">输出格式：
风险点列表，每条包含：
<li style="color:#94a3b8;margin:3px 0">置信度</li>
<li style="color:#94a3b8;margin:3px 0">历史上下文</li>
<li style="color:#94a3b8;margin:3px 0">潜在风险</li>
<li style="color:#94a3b8;margin:3px 0">相关文件</li>
</code></pre></p><p style="margin:8px 0"><hr style="border:none;border-top:1px solid #1e1e3f;margin:12px 0"></p><p style="margin:8px 0"><h4 style="color:#d1d5db;margin:14px 0 6px;font-size:.95em">第5步：置信度验证</h4></p><p style="margin:8px 0">对 Agent 2（Bug检查）发现的每个问题，启动一个子 Agent 验证：
<li style="color:#94a3b8;margin:3px 0">重新阅读相关代码</li>
<li style="color:#94a3b8;margin:3px 0">确认问题确实存在</li>
<li style="color:#94a3b8;margin:3px 0">排除误报</li></p><p style="margin:8px 0"><strong style="color:#e5e7eb">过滤掉置信度 <80 的问题。</strong></p><p style="margin:8px 0"><hr style="border:none;border-top:1px solid #1e1e3f;margin:12px 0"></p><p style="margin:8px 0"><h4 style="color:#d1d5db;margin:14px 0 6px;font-size:.95em">第6步：输出审查结果</h4></p><p style="margin:8px 0"><strong style="color:#e5e7eb">Chat 输出格式：</strong></p><p style="margin:8px 0"><pre style="background:#0a0a1c;border:1px solid #1e1e3f;border-radius:6px;padding:10px 12px;overflow-x:auto;font-size:.9em;margin:8px 0"><code style="color:#a5f3fc;background:none;padding:0;font-size:1em">## 🔍 Code Review</p><p style="margin:8px 0"><strong style="color:#e5e7eb">PR</strong>：<title>
<strong style="color:#e5e7eb">作者</strong>：<author>
<strong style="color:#e5e7eb">变更</strong>：<x> 个文件，+<x> 行 / -<x> 行</p><p style="margin:8px 0"><hr style="border:none;border-top:1px solid #1e1e3f;margin:12px 0"></p><p style="margin:8px 0"><h4 style="color:#d1d5db;margin:14px 0 6px;font-size:.95em">发现的问题（按严重程度排序）</h4></p><p style="margin:8px 0">#### 🔴 高风险（需修复）
1. <strong style="color:#e5e7eb">[Bug]</strong> <问题描述>
   - 文件：<code style="background:#0d0d1e;color:#a5f3fc;padding:1px 5px;border-radius:3px;font-size:.88em">src/foo.ts</code>
   - 位置：第 23-27 行
   - 原因：<简要说明>
   - 置信度：92</p><p style="margin:8px 0">#### 🟡 中风险（建议处理）
...</p><p style="margin:8px 0"><hr style="border:none;border-top:1px solid #1e1e3f;margin:12px 0"></p><p style="margin:8px 0"><h4 style="color:#d1d5db;margin:14px 0 6px;font-size:.95em">✅ 通过检查</h4>
<li style="color:#94a3b8;margin:3px 0">CLAUDE.md 合规性：通过</li>
<li style="color:#94a3b8;margin:3px 0">安全性：未见明显漏洞</li>
<li style="color:#94a3b8;margin:3px 0">测试覆盖：变更区域有测试</li></p><p style="margin:8px 0"><hr style="border:none;border-top:1px solid #1e1e3f;margin:12px 0"></p><p style="margin:8px 0"><h4 style="color:#d1d5db;margin:14px 0 6px;font-size:.95em">📝 总体评价</h4>
<一句话总结></p><p style="margin:8px 0"><hr style="border:none;border-top:1px solid #1e1e3f;margin:12px 0">
审查完成。如需将此审查发布为 GitHub PR 评论，请说「发布评论」。
</code></pre></p><p style="margin:8px 0"><hr style="border:none;border-top:1px solid #1e1e3f;margin:12px 0"></p><p style="margin:8px 0"><h4 style="color:#d1d5db;margin:14px 0 6px;font-size:.95em">第7步：（可选）发布 GitHub PR 评论</h4></p><p style="margin:8px 0">如果用户说「发布评论」：</p><p style="margin:8px 0"><strong style="color:#e5e7eb">使用 <code style="background:#0d0d1e;color:#a5f3fc;padding:1px 5px;border-radius:3px;font-size:.88em">gh pr comment</code>：</strong>
<pre style="background:#0a0a1c;border:1px solid #1e1e3f;border-radius:6px;padding:10px 12px;overflow-x:auto;font-size:.9em;margin:8px 0"><code style="color:#a5f3fc;background:none;padding:0;font-size:1em">gh pr comment <PR> --body "## 🔍 Code Review</p><p style="margin:8px 0">发现 <N> 个问题..."</p><p style="margin:8px 0"><h2 style="color:#f3f4f6;margin:20px 0 10px;font-size:1.15em">如需逐行评论用：</h2>
gh pr comment <PR> --body "<strong style="color:#e5e7eb">文件：src/foo.ts#L23-27</strong>
<Brief issue description>"
</code></pre></p><p style="margin:8px 0"><hr style="border:none;border-top:1px solid #1e1e3f;margin:12px 0"></p><p style="margin:8px 0"><h3 style="color:#e5e7eb;margin:18px 0 8px;font-size:1.05em">误报过滤器（内置，不报告以下情况）</h3></p><p style="margin:8px 0"><li style="color:#94a3b8;margin:3px 0">PR 之前就存在的问题</li>
<li style="color:#94a3b8;margin:3px 0">看起来是 Bug 但实际是正确的代码</li>
<li style="color:#94a3b8;margin:3px 0">吹毛求疵的 nitpick</li>
<li style="color:#94a3b8;margin:3px 0">Linter 会自动捕获的问题</li>
<li style="color:#94a3b8;margin:3px 0">笼统的代码质量问题（除非 CLAUDE.md 明确要求）</li>
<li style="color:#94a3b8;margin:3px 0">通过 lint ignore 注释显式忽略的问题</li></p><p style="margin:8px 0"><hr style="border:none;border-top:1px solid #1e1e3f;margin:12px 0"></p><p style="margin:8px 0"><h3 style="color:#e5e7eb;margin:18px 0 8px;font-size:1.05em">命令</h3></p><p style="margin:8px 0">| 输入 | 行为 |
|------|------|
| <code style="background:#0d0d1e;color:#a5f3fc;padding:1px 5px;border-radius:3px;font-size:.88em">/code-review <PR-URL></code> | 审查指定 PR |
| <code style="background:#0d0d1e;color:#a5f3fc;padding:1px 5px;border-radius:3px;font-size:.88em">/code-review --comment</code> | 审查 + 发布 GitHub 评论 |
| <code style="background:#0d0d1e;color:#a5f3fc;padding:1px 5px;border-radius:3px;font-size:.88em">/code-review</code> | 在当前仓库查找自己最新的 Open PR |
| <code style="background:#0d0d1e;color:#a5f3fc;padding:1px 5px;border-radius:3px;font-size:.88em">帮我 review 这个 diff</code> | 审查提供的 Diff 内容 |</p><p style="margin:8px 0"><hr style="border:none;border-top:1px solid #1e1e3f;margin:12px 0"></p><p style="margin:8px 0"><h3 style="color:#e5e7eb;margin:18px 0 8px;font-size:1.05em">注意事项</h3></p><p style="margin:8px 0"><li style="color:#94a3b8;margin:3px 0"><strong style="color:#e5e7eb">先问清楚再动手</strong>：如果 PR 信息不足（缺少描述、变更范围不明确），先问用户</li>
<li style="color:#94a3b8;margin:3px 0"><strong style="color:#e5e7eb">只报告高置信度问题</strong>：宁可漏报，不要误报</li>
<li style="color:#94a3b8;margin:3px 0"><strong style="color:#e5e7eb">引用具体规则</strong>：CLAUDE.md 问题必须引用原文</li>
<li style="color:#94a3b8;margin:3px 0"><strong style="color:#e5e7eb">GitHub CLI 优先</strong>：用 <code style="background:#0d0d1e;color:#a5f3fc;padding:1px 5px;border-radius:3px;font-size:.88em">gh</code> 而非 Web Fetch</li>
<li style="color:#94a3b8;margin:3px 0"><strong style="color:#e5e7eb">链接格式</strong>：GitHub 链接必须用完整 SHA：<code style="background:#0d0d1e;color:#a5f3fc;padding:1px 5px;border-radius:3px;font-size:.88em">https://github.com/owner/repo/blob/<full-sha>/path#Ln</code></li>
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0\"\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003ch2 style=\"color:#f3f4f6;margin:20px 0 10px;font-size:1.15em\"\u003eCode Review Skill\u003c/h2\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e对 Pull Request 进行结构化代码审查，模拟 Claude Code \u003ccode style=\"background:#0d0d1e;color:#a5f3fc;padding:1px 5px;border-radius:3px;font-size:.88em\"\u003e/code-review\u003c/code\u003e 插件的工作流。多 Agent 并行从不同角度审查，置信度 ≥80 的问题才输出，过滤误报。\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003ch3 style=\"color:#e5e7eb;margin:18px 0 8px;font-size:1.05em\"\u003e适用场景\u003c/h3\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003ePR 合并前需要审查\u003c/li\u003e\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003e本地 Diff 需要评审\u003c/li\u003e\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003e审查自己写完的代码\u003c/li\u003e\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003eCode Review 流程规范建立\u003c/li\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003chr style=\"border:none;border-top:1px solid #1e1e3f;margin:12px 0\"\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003ch3 style=\"color:#e5e7eb;margin:18px 0 8px;font-size:1.05em\"\u003e工作流程（7步）\u003c/h3\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003ch4 style=\"color:#d1d5db;margin:14px 0 6px;font-size:.95em\"\u003e第1步：确认审查对象\u003c/h4\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003cstrong style=\"color:#e5e7eb\"\u003e优先级顺序：\u003c/strong\u003e\n1. 如果用户提供了 PR 链接 → 直接使用\n2. 如果用户在代码仓库中 → 用 \u003ccode style=\"background:#0d0d1e;color:#a5f3fc;padding:1px 5px;border-radius:3px;font-size:.88em\"\u003egh pr list --author @me --state open\u003c/code\u003e 查找自己开的 PR\n3. 如果用户提供了 Diff 内容 → 直接审查 Diff\n4. 其他情况 → 询问用户提供\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003cstrong style=\"color:#e5e7eb\"\u003e跳过检查\u003c/strong\u003e（发现以下情况直接终止）：\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003ePR 已关闭 → 跳过\u003c/li\u003e\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003ePR 是 Draft → 跳过\u003c/li\u003e\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003ePR 是自动化创建的trivial变更 → 跳过\u003c/li\u003e\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003eClaude 已经审查过此 PR → 跳过（检查 \u003ccode style=\"background:#0d0d1e;color:#a5f3fc;padding:1px 5px;border-radius:3px;font-size:.88em\"\u003egh pr view \u003cPR\u003e --comments\u003c/code\u003e）\u003c/li\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003e 注意：Claude 生成的 PR 仍需审查\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003chr style=\"border:none;border-top:1px solid #1e1e3f;margin:12px 0\"\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003ch4 style=\"color:#d1d5db;margin:14px 0 6px;font-size:.95em\"\u003e第2步：收集上下文\u003c/h4\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e并行执行：\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003cstrong style=\"color:#e5e7eb\"\u003eA. 获取 PR 详情\u003c/strong\u003e\n\u003cpre style=\"background:#0a0a1c;border:1px solid #1e1e3f;border-radius:6px;padding:10px 12px;overflow-x:auto;font-size:.9em;margin:8px 0\"\u003e\u003ccode style=\"color:#a5f3fc;background:none;padding:0;font-size:1em\"\u003egh pr view \u003cPR\u003e --json title,body,files,additions,deletions,changedFiles,author,createdAt\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003cstrong style=\"color:#e5e7eb\"\u003eB. 查找仓库中的 CLAUDE.md\u003c/strong\u003e\n\u003cpre style=\"background:#0a0a1c;border:1px solid #1e1e3f;border-radius:6px;padding:10px 12px;overflow-x:auto;font-size:.9em;margin:8px 0\"\u003e\u003ccode style=\"color:#a5f3fc;background:none;padding:0;font-size:1em\"\u003e# 根目录\ngh api repos/:owner/:repo/contents/CLAUDE.md --jq '.content' 2\u003e/dev/null\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003ch2 style=\"color:#f3f4f6;margin:20px 0 10px;font-size:1.15em\"\u003e子目录（与变更文件同目录的）\u003c/h2\u003e\n\u003ch2 style=\"color:#f3f4f6;margin:20px 0 10px;font-size:1.15em\"\u003e用变更文件路径推断需要的 CLAUDE.md\u003c/h2\u003e\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003cstrong style=\"color:#e5e7eb\"\u003eC. 获取变更文件列表\u003c/strong\u003e\n\u003cpre style=\"background:#0a0a1c;border:1px solid #1e1e3f;border-radius:6px;padding:10px 12px;overflow-x:auto;font-size:.9em;margin:8px 0\"\u003e\u003ccode style=\"color:#a5f3fc;background:none;padding:0;font-size:1em\"\u003egh pr diff \u003cPR\u003e\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003chr style=\"border:none;border-top:1px solid #1e1e3f;margin:12px 0\"\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003ch4 style=\"color:#d1d5db;margin:14px 0 6px;font-size:.95em\"\u003e第3步：总结 PR 变更\u003c/h4\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e用一句话总结：\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003e这个 PR 改了什么（功能/修复/重构）\u003c/li\u003e\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003e涉及多少文件、+多少行/-多少行\u003c/li\u003e\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003e作者的目的是什么（从 PR 描述推断）\u003c/li\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e格式：\n\u003cpre style=\"background:#0a0a1c;border:1px solid #1e1e3f;border-radius:6px;padding:10px 12px;overflow-x:auto;font-size:.9em;margin:8px 0\"\u003e\u003ccode style=\"color:#a5f3fc;background:none;padding:0;font-size:1em\"\u003e📋 PR 概览\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003e标题：xxx\u003c/li\u003e\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003e作者：xxx\u003c/li\u003e\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003e变更范围：x 个文件，+x 行/-x 行\u003c/li\u003e\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003e摘要：xxx\u003c/li\u003e\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003chr style=\"border:none;border-top:1px solid #1e1e3f;margin:12px 0\"\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003ch4 style=\"color:#d1d5db;margin:14px 0 6px;font-size:.95em\"\u003e第4步：启动并行审查（3个 Agent）\u003c/h4\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e使用 \u003ccode style=\"background:#0d0d1e;color:#a5f3fc;padding:1px 5px;border-radius:3px;font-size:.88em\"\u003esessions_spawn\u003c/code\u003e 工具并行启动 3 个独立审查 Agent：\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e#### Agent 1：CLAUDE.md 合规检查（Sonnet）\n\u003cstrong style=\"color:#e5e7eb\"\u003ePrompt：\u003c/strong\u003e\n\u003cpre style=\"background:#0a0a1c;border:1px solid #1e1e3f;border-radius:6px;padding:10px 12px;overflow-x:auto;font-size:.9em;margin:8px 0\"\u003e\u003ccode style=\"color:#a5f3fc;background:none;padding:0;font-size:1em\"\u003e你是代码审查专家，负责检查此 PR 是否违反了项目 CLAUDE.md 中的规范。\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e背景：\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003ePR 标题：\u003ctitle\u003e\u003c/li\u003e\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003ePR 描述：\u003cdescription\u003e\u003c/li\u003e\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003e项目规范在 CLAUDE.md 中列出\u003c/li\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e任务：\n1. 阅读 PR 变更的文件内容和 CLAUDE.md 规范\n2. 检查变更是否违反了 CLAUDE.md 中的任何明确规则\n3. 只标记\u003cstrong style=\"color:#e5e7eb\"\u003e明确违反\u003c/strong\u003e的规则（你能引用 CLAUDE.md 中的具体文字）\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e置信度评分（0-100）：\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003e0：误报，规范未要求\u003c/li\u003e\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003e25：可能是问题，但不确定\u003c/li\u003e\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003e50：确实违反，但影响较小\u003c/li\u003e\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003e75：明确违反，影响较大\u003c/li\u003e\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003e100：完全确定，直接影响功能\u003c/li\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e只报告置信度 ≥75 的问题。\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e输出格式：\n问题列表，每条包含：\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003e置信度\u003c/li\u003e\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003e违反的规则（引用原文）\u003c/li\u003e\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003e违反的文件和行号\u003c/li\u003e\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003e简要说明\u003c/li\u003e\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e#### Agent 2：Bug 和逻辑错误检查（Opus）\n\u003cstrong style=\"color:#e5e7eb\"\u003ePrompt：\u003c/strong\u003e\n\u003cpre style=\"background:#0a0a1c;border:1px solid #1e1e3f;border-radius:6px;padding:10px 12px;overflow-x:auto;font-size:.9em;margin:8px 0\"\u003e\u003ccode style=\"color:#a5f3fc;background:none;padding:0;font-size:1em\"\u003e你是资深代码审查专家，负责在此 PR 变更中发现明显的 Bug 和逻辑错误。\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e背景：\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003ePR 标题：\u003ctitle\u003e\u003c/li\u003e\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003ePR 描述：\u003cdescription\u003e\u003c/li\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e任务：\n只检查 Diff 本身，不要引入 Diff 之外的上下文。\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003cstrong style=\"color:#e5e7eb\"\u003e标记标准（高信号问题）：\u003c/strong\u003e\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003e会导致编译失败或运行时 panic 的错误（类型错误、缺少 import、引用错误）\u003c/li\u003e\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003e无论输入如何都会产生错误结果的逻辑错误\u003c/li\u003e\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003e安全隐患（注入、泄露、硬编码凭证）\u003c/li\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003cstrong style=\"color:#e5e7eb\"\u003e不标记：\u003c/strong\u003e\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003e代码风格问题\u003c/li\u003e\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003e依赖特定输入才能触发的问题\u003c/li\u003e\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003e主观改进建议\u003c/li\u003e\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003eLinter 会捕获的问题\u003c/li\u003e\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003ePR 之前就存在的问题\u003c/li\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e置信度评分（0-100）：\n只报告置信度 ≥80 的问题。\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e输出格式：\n问题列表，每条包含：\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003e置信度\u003c/li\u003e\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003e问题类型（bug/security/logic）\u003c/li\u003e\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003e文件和行号\u003c/li\u003e\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003e简要说明\u003c/li\u003e\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003e预期行为 vs 实际行为\u003c/li\u003e\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e#### Agent 3：Git 历史上下文分析（Sonnet）\n\u003cstrong style=\"color:#e5e7eb\"\u003ePrompt：\u003c/strong\u003e\n\u003cpre style=\"background:#0a0a1c;border:1px solid #1e1e3f;border-radius:6px;padding:10px 12px;overflow-x:auto;font-size:.9em;margin:8px 0\"\u003e\u003ccode style=\"color:#a5f3fc;background:none;padding:0;font-size:1em\"\u003e你是代码审查专家，负责通过 Git 历史为此 PR 提供上下文。\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e背景：\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003ePR 标题：\u003ctitle\u003e\u003c/li\u003e\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003ePR 描述：\u003cdescription\u003e\u003c/li\u003e\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003e变更的文件：\u003cfiles\u003e\u003c/li\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e任务：\n1. 对变更的关键文件运行 \u003ccode style=\"background:#0d0d1e;color:#a5f3fc;padding:1px 5px;border-radius:3px;font-size:.88em\"\u003egit blame\u003c/code\u003e 和 \u003ccode style=\"background:#0d0d1e;color:#a5f3fc;padding:1px 5px;border-radius:3px;font-size:.88em\"\u003egit log\u003c/code\u003e\n2. 检查：\n   - 是否有文件最近被大规模重构过，这次 PR 是否与之冲突\n   - 变更是否绕过了已有的测试或保护措施\n   - 是否有相关的历史 issue 或 PR 上下文\n3. 提供有价值的上下文，帮助理解此次变更的风险\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e只报告高置信度（≥75）的风险点。\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e输出格式：\n风险点列表，每条包含：\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003e置信度\u003c/li\u003e\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003e历史上下文\u003c/li\u003e\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003e潜在风险\u003c/li\u003e\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003e相关文件\u003c/li\u003e\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003chr style=\"border:none;border-top:1px solid #1e1e3f;margin:12px 0\"\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003ch4 style=\"color:#d1d5db;margin:14px 0 6px;font-size:.95em\"\u003e第5步：置信度验证\u003c/h4\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e对 Agent 2（Bug检查）发现的每个问题，启动一个子 Agent 验证：\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003e重新阅读相关代码\u003c/li\u003e\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003e确认问题确实存在\u003c/li\u003e\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003e排除误报\u003c/li\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003cstrong style=\"color:#e5e7eb\"\u003e过滤掉置信度 \u003c80 的问题。\u003c/strong\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003chr style=\"border:none;border-top:1px solid #1e1e3f;margin:12px 0\"\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003ch4 style=\"color:#d1d5db;margin:14px 0 6px;font-size:.95em\"\u003e第6步：输出审查结果\u003c/h4\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003cstrong style=\"color:#e5e7eb\"\u003eChat 输出格式：\u003c/strong\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003cpre style=\"background:#0a0a1c;border:1px solid #1e1e3f;border-radius:6px;padding:10px 12px;overflow-x:auto;font-size:.9em;margin:8px 0\"\u003e\u003ccode style=\"color:#a5f3fc;background:none;padding:0;font-size:1em\"\u003e## 🔍 Code Review\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003cstrong style=\"color:#e5e7eb\"\u003ePR\u003c/strong\u003e：\u003ctitle\u003e\n\u003cstrong style=\"color:#e5e7eb\"\u003e作者\u003c/strong\u003e：\u003cauthor\u003e\n\u003cstrong style=\"color:#e5e7eb\"\u003e变更\u003c/strong\u003e：\u003cx\u003e 个文件，+\u003cx\u003e 行 / -\u003cx\u003e 行\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003chr style=\"border:none;border-top:1px solid #1e1e3f;margin:12px 0\"\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003ch4 style=\"color:#d1d5db;margin:14px 0 6px;font-size:.95em\"\u003e发现的问题（按严重程度排序）\u003c/h4\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e#### 🔴 高风险（需修复）\n1. \u003cstrong style=\"color:#e5e7eb\"\u003e[Bug]\u003c/strong\u003e \u003c问题描述\u003e\n   - 文件：\u003ccode style=\"background:#0d0d1e;color:#a5f3fc;padding:1px 5px;border-radius:3px;font-size:.88em\"\u003esrc/foo.ts\u003c/code\u003e\n   - 位置：第 23-27 行\n   - 原因：\u003c简要说明\u003e\n   - 置信度：92\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e#### 🟡 中风险（建议处理）\n...\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003chr style=\"border:none;border-top:1px solid #1e1e3f;margin:12px 0\"\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003ch4 style=\"color:#d1d5db;margin:14px 0 6px;font-size:.95em\"\u003e✅ 通过检查\u003c/h4\u003e\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003eCLAUDE.md 合规性：通过\u003c/li\u003e\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003e安全性：未见明显漏洞\u003c/li\u003e\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003e测试覆盖：变更区域有测试\u003c/li\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003chr style=\"border:none;border-top:1px solid #1e1e3f;margin:12px 0\"\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003ch4 style=\"color:#d1d5db;margin:14px 0 6px;font-size:.95em\"\u003e📝 总体评价\u003c/h4\u003e\n\u003c一句话总结\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003chr style=\"border:none;border-top:1px solid #1e1e3f;margin:12px 0\"\u003e\n审查完成。如需将此审查发布为 GitHub PR 评论，请说「发布评论」。\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003chr style=\"border:none;border-top:1px solid #1e1e3f;margin:12px 0\"\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003ch4 style=\"color:#d1d5db;margin:14px 0 6px;font-size:.95em\"\u003e第7步：（可选）发布 GitHub PR 评论\u003c/h4\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e如果用户说「发布评论」：\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003cstrong style=\"color:#e5e7eb\"\u003e使用 \u003ccode style=\"background:#0d0d1e;color:#a5f3fc;padding:1px 5px;border-radius:3px;font-size:.88em\"\u003egh pr comment\u003c/code\u003e：\u003c/strong\u003e\n\u003cpre style=\"background:#0a0a1c;border:1px solid #1e1e3f;border-radius:6px;padding:10px 12px;overflow-x:auto;font-size:.9em;margin:8px 0\"\u003e\u003ccode style=\"color:#a5f3fc;background:none;padding:0;font-size:1em\"\u003egh pr comment \u003cPR\u003e --body \"## 🔍 Code Review\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e发现 \u003cN\u003e 个问题...\"\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003ch2 style=\"color:#f3f4f6;margin:20px 0 10px;font-size:1.15em\"\u003e如需逐行评论用：\u003c/h2\u003e\ngh pr comment \u003cPR\u003e --body \"\u003cstrong style=\"color:#e5e7eb\"\u003e文件：src/foo.ts#L23-27\u003c/strong\u003e\n\u003cBrief issue description\u003e\"\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003chr style=\"border:none;border-top:1px solid #1e1e3f;margin:12px 0\"\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003ch3 style=\"color:#e5e7eb;margin:18px 0 8px;font-size:1.05em\"\u003e误报过滤器（内置，不报告以下情况）\u003c/h3\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003ePR 之前就存在的问题\u003c/li\u003e\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003e看起来是 Bug 但实际是正确的代码\u003c/li\u003e\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003e吹毛求疵的 nitpick\u003c/li\u003e\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003eLinter 会自动捕获的问题\u003c/li\u003e\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003e笼统的代码质量问题（除非 CLAUDE.md 明确要求）\u003c/li\u003e\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003e通过 lint ignore 注释显式忽略的问题\u003c/li\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003chr style=\"border:none;border-top:1px solid #1e1e3f;margin:12px 0\"\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003ch3 style=\"color:#e5e7eb;margin:18px 0 8px;font-size:1.05em\"\u003e命令\u003c/h3\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e| 输入 | 行为 |\n|------|------|\n| \u003ccode style=\"background:#0d0d1e;color:#a5f3fc;padding:1px 5px;border-radius:3px;font-size:.88em\"\u003e/code-review \u003cPR-URL\u003e\u003c/code\u003e | 审查指定 PR |\n| \u003ccode style=\"background:#0d0d1e;color:#a5f3fc;padding:1px 5px;border-radius:3px;font-size:.88em\"\u003e/code-review --comment\u003c/code\u003e | 审查 + 发布 GitHub 评论 |\n| \u003ccode style=\"background:#0d0d1e;color:#a5f3fc;padding:1px 5px;border-radius:3px;font-size:.88em\"\u003e/code-review\u003c/code\u003e | 在当前仓库查找自己最新的 Open PR |\n| \u003ccode style=\"background:#0d0d1e;color:#a5f3fc;padding:1px 5px;border-radius:3px;font-size:.88em\"\u003e帮我 review 这个 diff\u003c/code\u003e | 审查提供的 Diff 内容 |\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003chr style=\"border:none;border-top:1px solid #1e1e3f;margin:12px 0\"\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003ch3 style=\"color:#e5e7eb;margin:18px 0 8px;font-size:1.05em\"\u003e注意事项\u003c/h3\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003e\u003cstrong style=\"color:#e5e7eb\"\u003e先问清楚再动手\u003c/strong\u003e：如果 PR 信息不足（缺少描述、变更范围不明确），先问用户\u003c/li\u003e\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003e\u003cstrong style=\"color:#e5e7eb\"\u003e只报告高置信度问题\u003c/strong\u003e：宁可漏报，不要误报\u003c/li\u003e\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003e\u003cstrong style=\"color:#e5e7eb\"\u003e引用具体规则\u003c/strong\u003e：CLAUDE.md 问题必须引用原文\u003c/li\u003e\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003e\u003cstrong style=\"color:#e5e7eb\"\u003eGitHub CLI 优先\u003c/strong\u003e：用 \u003ccode style=\"background:#0d0d1e;color:#a5f3fc;padding:1px 5px;border-radius:3px;font-size:.88em\"\u003egh\u003c/code\u003e 而非 Web 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