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JayWP
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<!DOCTYPE html>
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<html lang="zh-CN">
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<head>
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<meta charset="UTF-8">
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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<title>/kb — LLM 知识库管理工具</title>
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<style>
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:root {
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--bg: #0d1117;
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--surface: #161b22;
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--border: #30363d;
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--text: #e6edf3;
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--text-muted: #8b949e;
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--accent: #58a6ff;
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--accent-bg: #1f6feb1a;
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--success: #3fb950;
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--warning: #d29922;
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}
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* {
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box-sizing: border-box;
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margin: 0;
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padding: 0;
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}
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body {
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font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Helvetica, Arial, sans-serif;
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background: var(--bg);
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color: var(--text);
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line-height: 1.6;
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min-height: 100vh;
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padding: 2rem;
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}
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.container {
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max-width: 800px;
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margin: 0 auto;
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}
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h1 {
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font-size: 2rem;
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margin-bottom: 0.5rem;
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display: flex;
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align-items: center;
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gap: 0.5rem;
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}
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h1::before {
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content: '📚';
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}
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.subtitle {
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color: var(--text-muted);
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margin-bottom: 2rem;
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}
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h2 {
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font-size: 1.4rem;
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margin: 2rem 0 1rem;
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padding-bottom: 0.5rem;
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border-bottom: 1px solid var(--border);
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display: flex;
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align-items: center;
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gap: 0.5rem;
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}
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h3 {
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font-size: 1.1rem;
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margin: 1.5rem 0 0.75rem;
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color: var(--accent);
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}
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code {
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background: var(--surface);
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padding: 0.2rem 0.4rem;
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border-radius: 4px;
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font-family: 'SF Mono', Consolas, monospace;
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font-size: 0.9em;
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color: var(--success);
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}
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pre {
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border: 1px solid var(--border);
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border-radius: 8px;
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padding: 1rem;
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overflow-x: auto;
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margin: 1rem 0;
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}
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pre code {
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background: none;
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padding: 0;
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color: var(--text);
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}
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.command {
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background: linear-gradient(135deg, var(--accent-bg), transparent);
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border-left: 3px solid var(--accent);
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padding: 0.75rem 1rem;
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margin: 0.5rem 0;
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border-radius: 0 8px 8px 0;
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font-family: 'SF Mono', Consolas, monospace;
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}
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.card {
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background: var(--surface);
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border: 1px solid var(--border);
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border-radius: 8px;
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padding: 1rem;
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margin: 1rem 0;
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}
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table {
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width: 100%;
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border-collapse: collapse;
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margin: 1rem 0;
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}
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th, td {
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text-align: left;
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padding: 0.75rem;
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border-bottom: 1px solid var(--border);
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th {
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color: var(--accent);
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font-weight: 600;
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tr:hover {
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background: var(--surface);
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}
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.flow {
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display: flex;
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align-items: center;
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justify-content: center;
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gap: 0.5rem;
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margin: 1.5rem 0;
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flex-wrap: wrap;
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}
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.flow-step {
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background: var(--surface);
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border: 1px solid var(--border);
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border-radius: 8px;
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padding: 0.75rem 1rem;
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text-align: center;
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}
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.flow-arrow {
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color: var(--text-muted);
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}
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.tag {
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display: inline-block;
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background: var(--accent-bg);
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color: var(--accent);
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padding: 0.2rem 0.6rem;
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border-radius: 20px;
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font-size: 0.85em;
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margin-right: 0.5rem;
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}
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.dir-tree {
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font-family: 'SF Mono', Consolas, monospace;
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font-size: 0.9rem;
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line-height: 1.8;
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}
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.dir-comment {
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color: var(--text-muted);
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}
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footer {
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margin-top: 3rem;
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padding-top: 1rem;
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border-top: 1px solid var(--border);
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color: var(--text-muted);
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text-align: center;
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}
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</style>
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</head>
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<body>
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<div class="container">
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<h1>/kb — LLM 知识库管理工具</h1>
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<p class="subtitle">基于 Karpathy 的 LLM Knowledge Base 模式：raw/ 存原始资料，LLM 编译成 wiki/，索引替代 RAG。</p>
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<h2>🚀 快速开始</h2>
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<h3>1. 初始化知识库</h3>
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<div class="command">/kb init</div>
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<p style="margin-top: 0.5rem;">在当前目录创建知识库目录结构：</p>
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<div class="dir-tree">
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<pre>
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├── raw/ <span class="dir-comment"># 原始资料（只读）</span>
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├── wiki/
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│ ├── concepts/ <span class="dir-comment"># 核心概念</span>
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│ ├── sources/ <span class="dir-comment"># 来源摘要</span>
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│ └── comparisons/ <span class="dir-comment"># 对比分析</span>
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├── output/
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│ ├── analysis/ <span class="dir-comment"># 分析报告</span>
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│ └── slides/ <span class="dir-comment"># 幻灯片</span>
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└── index/ <span class="dir-comment"># 索引文件</span>
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</pre>
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</div>
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<h3>2. 导入文件</h3>
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<p>将 PDF、Excel、图片、Word 文档放入 <code>raw/</code> 目录，然后：</p>
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<div class="command">/kb ingest</div>
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<p style="margin-top: 0.5rem;">自动提取文本并登记到索引。</p>
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<h3>3. 编译为 Wiki</h3>
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<div class="command">/kb compile</div>
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<p style="margin-top: 0.5rem;">LLM 读取原料，生成结构化 wiki 文章。</p>
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<h3>4. 查询知识库</h3>
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<div class="command">/kb query "你的问题"</div>
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<p style="margin-top: 0.5rem;">生成结构化报告，包含分析、结论和回填建议。</p>
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<h3>5. 回填有价值的结果</h3>
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<div class="command">/kb file</div>
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<p style="margin-top: 0.5rem;">将查询报告中有价值的内容并入 wiki。</p>
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<h3>6. 健康检查</h3>
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<div class="command">/kb lint</div>
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<p style="margin-top: 0.5rem;">六项检查：断链、孤岛、溯源、一致性、覆盖度、空白发现。</p>
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<h3>7. 查看状态</h3>
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<div class="command">/kb status</div>
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<p style="margin-top: 0.5rem;">仪表盘展示整体健康度和统计信息。</p>
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<h2>📋 子命令速查</h2>
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<table>
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<thead>
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<tr>
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<th>命令</th>
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<th>功能</th>
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<th>触发词</th>
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</tr>
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</thead>
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<tbody>
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<tr>
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<td><code>kb init [目录]</code></td>
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<td>初始化知识库</td>
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<td>初始化、创建知识库</td>
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</tr>
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<tr>
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<td><code>kb ingest</code></td>
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<td>预处理 raw/ 文件</td>
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<td>导入、处理新文件</td>
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</tr>
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<tr>
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<td><code>kb compile [文件]</code></td>
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<td>编译为 wiki</td>
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<td>编译、更新 wiki</td>
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</tr>
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<tr>
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<td><code>kb query "<问题>"</code></td>
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<td>查询知识库</td>
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<td>查知识库、问知识库</td>
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</tr>
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<tr>
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<td><code>kb file [报告]</code></td>
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<td>回填到 wiki</td>
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<td>回填、归档</td>
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</tr>
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<tr>
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<td><code>kb lint</code></td>
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<td>健康检查</td>
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<td>检查、lint</td>
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</tr>
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<tr>
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<td><code>kb status</code></td>
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<td>状态仪表盘</td>
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<td>状态、看看知识库</td>
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</tr>
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</tbody>
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</table>
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<h2>📦 支持的文件格式</h2>
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<table>
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<thead>
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<tr>
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<th>格式</th>
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<th>后缀</th>
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<th>说明</th>
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</tr>
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</thead>
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<tbody>
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<tr>
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<td>PDF</td>
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<td>.pdf</td>
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<td>提取文本和图片</td>
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</tr>
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<tr>
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<td>Excel</td>
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<td>.xlsx, .xls, .csv</td>
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<td>提取表格内容</td>
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</tr>
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<tr>
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<td>图片</td>
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<td>.png, .jpg, .jpeg</td>
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<td>OCR 文字识别</td>
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</tr>
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<tr>
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<td>Word</td>
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<td>.docx</td>
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<td>提取段落和表格</td>
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</tr>
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</tbody>
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</table>
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<h2>🔄 工作流程</h2>
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<div class="flow">
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<div class="flow-step">投喂原料<br><small>raw/</small></div>
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<span class="flow-arrow">→</span>
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<div class="flow-step">LLM 编译<br><small>wiki/</small></div>
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<span class="flow-arrow">→</span>
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<div class="flow-step">查询使用<br><small>/kb query</small></div>
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<span class="flow-arrow">→</span>
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<div class="flow-step">知识增长<br><small>/kb file</small></div>
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</div>
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<h2>📁 完整目录结构</h2>
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<pre class="dir-tree">
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{知识库根目录}/
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├── raw/ <span class="dir-comment"># 原始资料（只读）</span>
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│ └── .extracted/ <span class="dir-comment"># 提取的文本（自动生成）</span>
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├── wiki/
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│ ├── concepts/ <span class="dir-comment"># 核心概念</span>
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│ ├── sources/ <span class="dir-comment"># 来源摘要</span>
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│ └── comparisons/ <span class="dir-comment"># 对比分析</span>
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├── output/
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│ ├── analysis/ <span class="dir-comment"># 查询报告</span>
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│ └── slides/ <span class="dir-comment"># 幻灯片</span>
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├── index/
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│ ├── MASTER-INDEX.md <span class="dir-comment"># 全局索引</span>
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│ ├── TOPIC-MAP.md <span class="dir-comment"># 主题分组</span>
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│ ├── RAW-REGISTRY.md <span class="dir-comment"># 原始文件登记</span>
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│ ├── LINT-REPORT.md <span class="dir-comment"># 健康检查报告</span>
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│ └── ONTOLOGY.md <span class="dir-comment"># 本体定义</span>
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└── scripts/
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├── ingest.py <span class="dir-comment"># 预处理脚本</span>
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└── extractors/ <span class="dir-comment"># 文件提取器</span>
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</pre>
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<h2>🐍 Python 依赖</h2>
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<p>首次使用需要安装依赖：</p>
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<div class="command">pip install -r .claude/skills/kb/scripts/requirements.txt</div>
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<div class="card">
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<strong>依赖列表：</strong>
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<ul style="margin-top: 0.5rem; padding-left: 1.5rem;">
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<li>PyMuPDF — PDF 提取</li>
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<li>openpyxl — Excel 读取</li>
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<li>pandas — 数据处理</li>
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<li>pytesseract — 图片 OCR</li>
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<li>python-docx — Word 读取</li>
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<li>Pillow — 图片处理</li>
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</ul>
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</div>
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<h2>⚙️ SessionStart Hook（可选）</h2>
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<p>配置后，每次打开 Claude Code 会自动检测 <code>raw/</code> 中的新文件并提醒处理。</p>
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<p style="margin-top: 0.5rem;">初始化时选择"是"即可启用。</p>
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<footer>
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<p>/kb — 整合自 <a href="https://github.com/ChuYinan2023/kb-skills" style="color: var(--accent);">kb-skills</a></p>
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</footer>
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</div>
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</body>
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</html>
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