{"id":610,"date":"2026-02-02T00:38:48","date_gmt":"2026-02-01T16:38:48","guid":{"rendered":"https:\/\/blog.itsmygo.uk\/2026\/02\/02\/claude-plugins-official-%e5%8e%9f%e5%a7%8b%e7%a2%bc%e8%a7%a3%e8%ae%80%ef%bc%9aai-%e7%a8%8b%e5%bc%8f%e5%8a%a9%e6%89%8b%e7%9a%84%e6%93%b4%e5%b1%95%e7%b3%bb%e7%b5%b1%e8%a8%ad%e8%a8%88\/"},"modified":"2026-02-02T00:51:03","modified_gmt":"2026-02-01T16:51:03","slug":"claude-plugins-official-%e5%8e%9f%e5%a7%8b%e7%a2%bc%e8%a7%a3%e8%ae%80%ef%bc%9aai-%e7%a8%8b%e5%bc%8f%e5%8a%a9%e6%89%8b%e7%9a%84%e6%93%b4%e5%b1%95%e7%b3%bb%e7%b5%b1%e8%a8%ad%e8%a8%88","status":"publish","type":"post","link":"https:\/\/blog.itsmygo.uk\/wordpress\/2026\/02\/02\/claude-plugins-official-%e5%8e%9f%e5%a7%8b%e7%a2%bc%e8%a7%a3%e8%ae%80%ef%bc%9aai-%e7%a8%8b%e5%bc%8f%e5%8a%a9%e6%89%8b%e7%9a%84%e6%93%b4%e5%b1%95%e7%b3%bb%e7%b5%b1%e8%a8%ad%e8%a8%88\/","title":{"rendered":"Claude Plugins Official \u539f\u59cb\u78bc\u89e3\u8b80\uff1aAI \u7a0b\u5f0f\u52a9\u624b\u7684\u64f4\u5c55\u7cfb\u7d71\u8a2d\u8a08"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Claude Code \u4f5c\u70ba AI \u7de8\u7a0b\u52a9\u624b\u5df2\u7d93\u5ee3\u6cdb\u88ab\u958b\u767c\u8005\u4f7f\u7528\uff0c\u4f46\u591a\u6578\u4eba\u53ea\u95dc\u6ce8\u300c\u600e\u9ebc\u7528\u300d\uff0c\u5f88\u5c11\u53bb\u770b\u5b83\u7684\u64f4\u5c55\u7cfb\u7d71\u662f\u5982\u4f55\u8a2d\u8a08\u7684\u3002claude-plugins-official \u662f Anthropic \u5b98\u65b9\u7dad\u8b77\u7684 Plugin \u76ee\u9304\u5009\u5eab\uff0c\u88e1\u9762\u4e0d\u50c5\u5305\u542b\u53ef\u5b89\u88dd\u7684 Plugin\uff0c\u66f4\u91cd\u8981\u7684\u662f\u2014\u2014\u5b83\u7528\u81ea\u8eab\u7684\u7d50\u69cb\u5b8c\u6574\u5c55\u793a\u4e86\u4e00\u500b AI Agent \u64f4\u5c55\u7cfb\u7d71\u61c9\u8a72\u600e\u9ebc\u8a2d\u8a08\u3002\u5f9e Convention over Configuration \u7684\u76ee\u9304\u767c\u73fe\u6a5f\u5236\u3001\u5230 Markdown-as-Code \u7684 Prompt \u5de5\u7a0b\u65b9\u6cd5\uff0c\u518d\u5230\u591a\u5c64\u7d1a\u7684 Hook \u6514\u622a\u67b6\u69cb\uff0c\u9019\u500b\u5009\u5eab\u662f\u5b78\u7fd2\u300c\u5982\u4f55\u8a2d\u8a08\u53ef\u64f4\u5c55 AI Agent \u7cfb\u7d71\u300d\u7684\u7d55\u4f73\u7bc4\u672c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/anthropics\/claude-plugins-official\">Claude Plugins Official GitHub Repository<\/a> \u2014 \u5c08\u6848\u539f\u59cb\u78bc\uff0c\u5305\u542b\u672c\u6587\u89e3\u8b80\u7684\u6240\u6709 Plugin \u8a2d\u8a08\u5be6\u4f5c<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u5c08\u6848\u6982\u89bd<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">claude-plugins-official \u662f Claude Code \u7684\u5b98\u65b9 Plugin \u76ee\u9304\uff0c\u63a1\u7528 monorepo \u7d50\u69cb\u7ba1\u7406\u6240\u6709 Plugin\u3002\u5c08\u6848\u4e0d\u542b\u4efb\u4f55\u50b3\u7d71\u610f\u7fa9\u4e0a\u7684\u300c\u61c9\u7528\u7a0b\u5f0f\u78bc\u300d\u2014\u2014\u6c92\u6709 main.py\uff0c\u6c92\u6709 server.js\u3002\u6574\u500b\u5009\u5eab\u7531 JSON manifest\u3001Markdown \u6307\u4ee4\u6a94\u548c\u5c11\u91cf Python\/Shell hook \u8173\u672c\u69cb\u6210\u3002\u9019\u672c\u8eab\u5c31\u662f\u4e00\u500b\u91cd\u8981\u7684\u8a2d\u8a08\u8a0a\u865f\uff1a<strong>Plugin \u7cfb\u7d71\u7684\u6838\u5fc3\u662f\u5ba3\u544a\u5f0f\u914d\u7f6e\uff0c\u800c\u975e\u547d\u4ee4\u5f0f\u7a0b\u5f0f\u78bc<\/strong>\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6280\u8853\u68e7\uff1aJSON\uff08\u914d\u7f6e\uff09\u3001Markdown\uff08Prompt\/\u6307\u4ee4\uff09\u3001Python\uff08Hook \u908f\u8f2f\uff09\u3001Shell\uff08Hook \u8173\u672c\uff09<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u67b6\u69cb\u7e3d\u89bd<\/h2>\n\n\n<div class=\"cbc-code-wrapper\"><div class=\"cbc-code-bar\"><button class=\"cbc-copy-button\">Copy<\/button><\/div><pre class=\"wp-block-code\" aria-describedby=\"shcb-language-1\" data-shcb-language-name=\"PHP\" data-shcb-language-slug=\"php\"><span><code class=\"hljs language-php\">claude-plugins-official\/\n\u251c\u2500\u2500 .claude-plugin\/\n\u2502   \u2514\u2500\u2500 marketplace.json          <span class=\"hljs-comment\"># \u9802\u5c64 Marketplace \u76ee\u9304\uff0c\u5b9a\u7fa9\u6240\u6709\u53ef\u767c\u73fe\u7684 Plugin<\/span>\n\u251c\u2500\u2500 plugins\/                      <span class=\"hljs-comment\"># Anthropic \u5b98\u65b9 Plugin\uff08\u5167\u90e8\u7dad\u8b77\uff09<\/span>\n\u2502   \u251c\u2500\u2500 example-plugin\/           <span class=\"hljs-comment\"># \u53c3\u8003\u5be6\u4f5c\uff0c\u5c55\u793a\u6240\u6709\u64f4\u5c55\u9ede<\/span>\n\u2502   \u251c\u2500\u2500 hookify\/                  <span class=\"hljs-comment\"># \u552f\u4e00\u5305\u542b\u5b8c\u6574 Python \u7a0b\u5f0f\u78bc\u7684 Plugin<\/span>\n\u2502   \u251c\u2500\u2500 feature-dev\/              <span class=\"hljs-comment\"># \u591a\u4ee3\u7406\u5de5\u4f5c\u6d41 Plugin<\/span>\n\u2502   \u251c\u2500\u2500 code-review\/              <span class=\"hljs-comment\"># PR \u5be9\u67e5 Plugin<\/span>\n\u2502   \u251c\u2500\u2500 pr-review-toolkit\/        <span class=\"hljs-comment\"># \u591a\u4ee3\u7406\u4e26\u884c PR \u5be9\u67e5<\/span>\n\u2502   \u251c\u2500\u2500 security-guidance\/        <span class=\"hljs-comment\"># \u5b89\u5168\u9632\u8b77 Hook<\/span>\n\u2502   \u251c\u2500\u2500 ralph-loop\/               <span class=\"hljs-comment\"># \u81ea\u6211\u8fed\u4ee3\u5faa\u74b0 Plugin<\/span>\n\u2502   \u251c\u2500\u2500 plugin-dev\/               <span class=\"hljs-comment\"># Plugin \u958b\u767c\u5de5\u5177\u5305\uff08\u6700\u8907\u96dc\u7684 Skill \u7d50\u69cb\uff09<\/span>\n\u2502   \u251c\u2500\u2500 frontend-design\/          <span class=\"hljs-comment\"># \u524d\u7aef\u8a2d\u8a08 Skill<\/span>\n\u2502   \u251c\u2500\u2500 claude-code-setup\/        <span class=\"hljs-comment\"># \u81ea\u52d5\u5316\u63a8\u85a6 Skill<\/span>\n\u2502   \u251c\u2500\u2500 explanatory-output-style\/ <span class=\"hljs-comment\"># Session Hook \u793a\u7bc4<\/span>\n\u2502   \u251c\u2500\u2500 commit-commands\/          <span class=\"hljs-comment\"># Git \u5de5\u4f5c\u6d41\u547d\u4ee4<\/span>\n\u2502   \u2514\u2500\u2500 ...\uff08<span class=\"hljs-number\">12<\/span> \u500b LSP Plugin \u7b49\uff09\n\u2514\u2500\u2500 external_plugins\/             <span class=\"hljs-comment\"># \u7b2c\u4e09\u65b9 Plugin\uff08\u793e\u7fa4\/\u5408\u4f5c\u5925\u4f34\uff09<\/span>\n    \u251c\u2500\u2500 stripe\/                   <span class=\"hljs-comment\"># \u542b Skill + Command \u7684\u5b8c\u6574\u7bc4\u4f8b<\/span>\n    \u251c\u2500\u2500 github\/                   <span class=\"hljs-comment\"># MCP Server \u6574\u5408<\/span>\n    \u251c\u2500\u2500 playwright\/               <span class=\"hljs-comment\"># \u700f\u89bd\u5668\u81ea\u52d5\u5316<\/span>\n    \u2514\u2500\u2500 ...\uff08<span class=\"hljs-number\">15<\/span>+ \u500b\u5916\u90e8 Plugin\uff09\n<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-1\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">PHP<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">php<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre><\/div>\n\n\n<p class=\"wp-block-paragraph\"><strong>\u95dc\u9375\u89c0\u5bdf<\/strong>\uff1aPlugin \u7cfb\u7d71\u8a2d\u8a08\u4e86\u4e94\u7a2e\u64f4\u5c55\u539f\u8a9e\uff08Extension Primitives\uff09\uff0c\u5206\u5225\u5c0d\u61c9\u4e0d\u540c\u7684\u4f7f\u7528\u60c5\u5883\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table>\n<thead>\n<tr>\n<th>\u64f4\u5c55\u539f\u8a9e<\/th>\n<th>\u89f8\u767c\u65b9\u5f0f<\/th>\n<th>\u5c0d\u61c9\u76ee\u9304<\/th>\n<th>\u9069\u7528\u5834\u666f<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Command<\/td>\n<td>\u4f7f\u7528\u8005\u4e3b\u52d5 <code>\/command<\/code><\/td>\n<td><code>commands\/<\/code><\/td>\n<td>\u660e\u78ba\u7684\u64cd\u4f5c\u6307\u4ee4<\/td>\n<\/tr>\n<tr>\n<td>Agent<\/td>\n<td>Claude \u81ea\u52d5\u9078\u64c7\u6216\u7522\u751f<\/td>\n<td><code>agents\/<\/code><\/td>\n<td>\u5c08\u696d\u5b50\u4efb\u52d9\u59d4\u6d3e<\/td>\n<\/tr>\n<tr>\n<td>Skill<\/td>\n<td>Claude \u6839\u64da\u60c5\u5883\u81ea\u52d5\u555f\u7528<\/td>\n<td><code>skills\/<\/code><\/td>\n<td>\u9818\u57df\u77e5\u8b58\u6ce8\u5165<\/td>\n<\/tr>\n<tr>\n<td>Hook<\/td>\n<td>\u4e8b\u4ef6\u89f8\u767c\u7684\u6514\u622a\u5668<\/td>\n<td><code>hooks\/<\/code><\/td>\n<td>\u884c\u70ba\u5b88\u885b\u8207\u6d41\u7a0b\u63a7\u5236<\/td>\n<\/tr>\n<tr>\n<td>MCP Server<\/td>\n<td>\u5de5\u5177\u547c\u53eb\u6574\u5408<\/td>\n<td><code>.mcp.json<\/code><\/td>\n<td>\u5916\u90e8\u7cfb\u7d71\u9023\u63a5<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u6838\u5fc3\u8a2d\u8a08\u89e3\u6790<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u8a2d\u8a08\u4e00\uff1aConvention over Configuration \u7684 Auto-Discovery \u6a5f\u5236<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Plugin \u7cfb\u7d71\u6700\u6838\u5fc3\u7684\u8a2d\u8a08\u6c7a\u7b56\u662f<strong>\u81ea\u52d5\u767c\u73fe<\/strong>\u2014\u2014\u628a\u76ee\u9304\u7d50\u69cb\u672c\u8eab\u7576\u4f5c\u914d\u7f6e\u3002\u53ea\u8981\u9075\u5faa\u547d\u540d\u7d04\u5b9a\uff0cPlugin \u7684\u5143\u4ef6\u5c31\u6703\u88ab\u81ea\u52d5\u8f09\u5165\uff0c\u4e0d\u9700\u8981\u5728\u4efb\u4f55\u4e2d\u592e\u914d\u7f6e\u6a94\u4e2d\u8a3b\u518a\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/anthropics\/claude-plugins-official\/blob\/main\/plugins\/example-plugin\/.claude-plugin\/plugin.json\"><code>plugins\/example-plugin\/.claude-plugin\/plugin.json<\/code><\/a> \u2014 Plugin \u6700\u5c0f manifest\uff0c\u50c5\u9700 name \u6b04\u4f4d\u5373\u53ef\u8b93\u6574\u500b Plugin \u904b\u4f5c<\/p>\n\n\n<div class=\"cbc-code-wrapper\"><div class=\"cbc-code-bar\"><button class=\"cbc-copy-button\">Copy<\/button><\/div><pre class=\"wp-block-code\" aria-describedby=\"shcb-language-2\" data-shcb-language-name=\"JSON \/ JSON with Comments\" data-shcb-language-slug=\"json\"><span><code class=\"hljs language-json\">{\n  <span class=\"hljs-attr\">\"name\"<\/span>: <span class=\"hljs-string\">\"example-plugin\"<\/span>,\n  <span class=\"hljs-attr\">\"description\"<\/span>: <span class=\"hljs-string\">\"A comprehensive example plugin demonstrating all Claude Code extension options including commands, agents, skills, hooks, and MCP servers\"<\/span>,\n  <span class=\"hljs-attr\">\"author\"<\/span>: {\n    <span class=\"hljs-attr\">\"name\"<\/span>: <span class=\"hljs-string\">\"Anthropic\"<\/span>,\n    <span class=\"hljs-attr\">\"email\"<\/span>: <span class=\"hljs-string\">\"support@anthropic.com\"<\/span>\n  }\n}\n<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-2\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">JSON \/ JSON with Comments<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">json<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre><\/div>\n\n\n<p class=\"wp-block-paragraph\">\u6ce8\u610f\u9019\u500b <code>plugin.json<\/code> \u88e1<strong>\u5b8c\u5168\u6c92\u6709\u6307\u5b9a\u4efb\u4f55\u5143\u4ef6\u8def\u5f91<\/strong>\u3002Claude Code \u7684\u8f09\u5165\u6d41\u7a0b\u662f\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n\n<li>\u8b80\u53d6 <code>.claude-plugin\/plugin.json<\/code> \u78ba\u8a8d Plugin \u5b58\u5728<\/li>\n\n\n<li>\u6383\u63cf <code>commands\/<\/code> \u76ee\u9304\u4e2d\u7684 <code>.md<\/code> \u6a94\u6848 \u2192 \u81ea\u52d5\u8a3b\u518a\u70ba Slash Command<\/li>\n\n\n<li>\u6383\u63cf <code>agents\/<\/code> \u76ee\u9304\u4e2d\u7684 <code>.md<\/code> \u6a94\u6848 \u2192 \u81ea\u52d5\u8a3b\u518a\u70ba Subagent<\/li>\n\n\n<li>\u6383\u63cf <code>skills\/<\/code> \u7684\u5b50\u76ee\u9304\u4e2d\u7684 <code>SKILL.md<\/code> \u2192 \u81ea\u52d5\u8a3b\u518a\u70ba Skill<\/li>\n\n\n<li>\u8f09\u5165 <code>hooks\/hooks.json<\/code> \u2192 \u8a3b\u518a Event Handler<\/li>\n\n\n<li>\u8f09\u5165 <code>.mcp.json<\/code> \u2192 \u555f\u52d5 MCP Server<\/li>\n\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u662f\u5178\u578b\u7684 Convention over Configuration \u6a21\u5f0f\u3002Ruby on Rails \u5728 Web \u6846\u67b6\u4e2d\u63a8\u5ee3\u4e86\u9019\u500b\u7406\u5ff5\uff0c\u800c Claude Code \u628a\u5b83\u5e36\u5230\u4e86 AI Agent \u64f4\u5c55\u7cfb\u7d71\u4e2d\u3002\u597d\u8655\u662f\u986f\u800c\u6613\u898b\u7684\uff1a<strong>Plugin \u958b\u767c\u8005\u53ea\u9700\u8981\u628a\u6a94\u6848\u653e\u5230\u5c0d\u7684\u4f4d\u7f6e\uff0c\u5c31\u5b8c\u6210\u4e86\u300c\u8a3b\u518a\u300d<\/strong>\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u8a2d\u8a08\u4e8c\uff1aMarkdown-as-Code \u7684 Prompt \u5de5\u7a0b\u7bc4\u5f0f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u6574\u500b Plugin \u7cfb\u7d71\u4e2d\u6700\u5177\u5275\u65b0\u6027\u7684\u8a2d\u8a08\uff0c\u662f<strong>\u628a Markdown \u6587\u4ef6\u76f4\u63a5\u7576\u4f5c\u53ef\u57f7\u884c\u7684 Prompt \u7a0b\u5f0f\u78bc<\/strong>\u3002Command\u3001Agent\u3001Skill \u90fd\u662f Markdown \u6a94\u6848\uff0c\u7528 YAML Frontmatter \u8072\u660e\u5143\u8cc7\u6599\uff0c\u7528 Markdown Body \u5b9a\u7fa9\u884c\u70ba\u6307\u4ee4\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/anthropics\/claude-plugins-official\/blob\/main\/plugins\/feature-dev\/commands\/feature-dev.md\"><code>plugins\/feature-dev\/commands\/feature-dev.md<\/code><\/a> \u2014 \u5c55\u793a Markdown \u5982\u4f55\u5b9a\u7fa9\u4e00\u500b\u5b8c\u6574\u7684\u4e03\u968e\u6bb5\u5de5\u4f5c\u6d41\u7a0b<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Command \u7684 YAML Frontmatter \u683c\u5f0f\uff1a<\/p>\n\n\n<div class=\"cbc-code-wrapper\"><div class=\"cbc-code-bar\"><button class=\"cbc-copy-button\">Copy<\/button><\/div><pre class=\"wp-block-code\" aria-describedby=\"shcb-language-3\" data-shcb-language-name=\"JavaScript\" data-shcb-language-slug=\"javascript\"><span><code class=\"hljs language-javascript\">---\ndescription: Guided feature development <span class=\"hljs-keyword\">with<\/span> codebase understanding and architecture focus\nargument-hint: Optional feature description\n---\n<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-3\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">JavaScript<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">javascript<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre><\/div>\n\n\n<p class=\"wp-block-paragraph\"><code>feature-dev<\/code> \u7684 Markdown Body \u5b9a\u7fa9\u4e86\u4e03\u500b\u5b8c\u6574\u968e\u6bb5\u7684\u8edf\u9ad4\u958b\u767c\u6d41\u7a0b\uff1aDiscovery \u2192 Codebase Exploration \u2192 Clarifying Questions \u2192 Architecture Design \u2192 Implementation \u2192 Quality Review \u2192 Summary\u3002\u6bcf\u500b\u968e\u6bb5\u90fd\u6709\u660e\u78ba\u7684\u76ee\u6a19\u3001\u884c\u52d5\u6b65\u9a5f\u3001\u4ee5\u53ca\u8de8\u968e\u6bb5\u7684\u7d04\u675f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u6bb5\u6307\u4ee4\u4e2d\u6700\u503c\u5f97\u6ce8\u610f\u7684\u8a2d\u8a08\uff1a<\/p>\n\n\n<div class=\"cbc-code-wrapper\"><div class=\"cbc-code-bar\"><button class=\"cbc-copy-button\">Copy<\/button><\/div><pre class=\"wp-block-code\" aria-describedby=\"shcb-language-4\" data-shcb-language-name=\"PHP\" data-shcb-language-slug=\"php\"><span><code class=\"hljs language-php\"><span class=\"hljs-comment\">## Phase 3: Clarifying Questions<\/span>\n**CRITICAL**: This is one of the most important phases. <span class=\"hljs-keyword\">DO<\/span> NOT SKIP.\n\n**Actions**:\n<span class=\"hljs-number\">1.<\/span> Review the codebase findings <span class=\"hljs-keyword\">and<\/span> original feature request\n<span class=\"hljs-number\">2.<\/span> Identify underspecified aspects: edge cases, error handling, integration points...\n<span class=\"hljs-number\">3.<\/span> **Present all questions to the user in a clear, organized <span class=\"hljs-keyword\">list<\/span>**\n<span class=\"hljs-number\">4.<\/span> **Wait <span class=\"hljs-keyword\">for<\/span> answers before proceeding to architecture design**\n<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-4\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">PHP<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">php<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre><\/div>\n\n\n<p class=\"wp-block-paragraph\">\u9019\u4e0d\u53ea\u662f Prompt \u6587\u5b57\u2014\u2014\u5b83\u662f\u4e00\u500b\u7cbe\u5fc3\u8a2d\u8a08\u7684<strong>\u5de5\u4f5c\u6d41\u72c0\u614b\u6a5f<\/strong>\uff0c\u7528\u81ea\u7136\u8a9e\u8a00\u63cf\u8ff0\u4e86\u72c0\u614b\u8f49\u63db\u689d\u4ef6\uff08\u300cWait for answers before proceeding\u300d\uff09\u3001\u5fc5\u8981\u7d04\u675f\uff08\u300cDO NOT SKIP\u300d\uff09\u3001\u4ee5\u53ca\u6bcf\u500b\u72c0\u614b\u7684\u8f38\u5165\u8f38\u51fa\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u8a2d\u8a08\u4e09\uff1aAgent Frontmatter \u7684\u5ba3\u544a\u5f0f\u80fd\u529b\u6a21\u578b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Agent \u7684\u5b9a\u7fa9\u540c\u6a23\u4f7f\u7528 Markdown + YAML Frontmatter\uff0c\u4f46 Frontmatter \u4e2d\u5305\u542b\u4e86<strong>\u80fd\u529b\u7d04\u675f\u5ba3\u544a<\/strong>\u2014\u2014\u6307\u5b9a Agent \u53ef\u4ee5\u4f7f\u7528\u54ea\u4e9b\u5de5\u5177\u3001\u7528\u54ea\u500b\u6a21\u578b\u3001\u751a\u81f3\u984f\u8272\u6a19\u8a18\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/anthropics\/claude-plugins-official\/blob\/main\/plugins\/feature-dev\/agents\/code-architect.md\"><code>plugins\/feature-dev\/agents\/code-architect.md<\/code><\/a> \u2014 \u5ba3\u544a\u5f0f\u5b9a\u7fa9\u4e00\u500b\u67b6\u69cb\u5e2b Agent \u7684\u80fd\u529b\u908a\u754c<\/p>\n\n\n<div class=\"cbc-code-wrapper\"><div class=\"cbc-code-bar\"><button class=\"cbc-copy-button\">Copy<\/button><\/div><pre class=\"wp-block-code\"><span><code class=\"hljs\">---\nname: code-architect\ndescription: Designs feature architectures by analyzing existing codebase patterns...\ntools: Glob, Grep, LS, Read, NotebookRead, WebFetch, TodoWrite, WebSearch, KillShell, BashOutput\nmodel: sonnet\ncolor: green\n---\n<\/code><\/span><\/pre><\/div>\n\n\n<p class=\"wp-block-paragraph\">\u9019\u88e1\u7684 <code>tools<\/code> \u6b04\u4f4d\u662f\u95dc\u9375\u8a2d\u8a08\u2014\u2014\u5b83\u9650\u5236\u4e86 Agent \u53ea\u80fd\u4f7f\u7528\u5217\u51fa\u7684\u552f\u8b80\u5de5\u5177\uff08\u6ce8\u610f\u6c92\u6709 Write\u3001Edit\u3001Bash\uff09\uff0c\u78ba\u4fdd code-architect \u53ea\u505a\u5206\u6790\u548c\u8a2d\u8a08\uff0c\u4e0d\u505a\u5be6\u4f5c\u4fee\u6539\u3002<code>model<\/code> \u6b04\u4f4d\u5141\u8a31\u91dd\u5c0d\u4e0d\u540c\u4efb\u52d9\u9078\u64c7\u4e0d\u540c\u7684\u6a21\u578b\uff08Haiku \u505a\u7c21\u55ae\u5224\u65b7\uff0cSonnet \u505a\u67b6\u69cb\u5206\u6790\uff0cOpus \u505a\u6df1\u5ea6\u5be9\u67e5\uff09\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u76f8\u6bd4\u4e4b\u4e0b\uff0ccode-simplifier Agent \u5247\u4f7f\u7528\u4e86 Opus \u6a21\u578b\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/anthropics\/claude-plugins-official\/blob\/main\/plugins\/code-simplifier\/agents\/code-simplifier.md\"><code>plugins\/code-simplifier\/agents\/code-simplifier.md<\/code><\/a> \u2014 \u7528 Opus \u6a21\u578b\u7684\u7a0b\u5f0f\u78bc\u7c21\u5316 Agent<\/p>\n\n\n<div class=\"cbc-code-wrapper\"><div class=\"cbc-code-bar\"><button class=\"cbc-copy-button\">Copy<\/button><\/div><pre class=\"wp-block-code\"><span><code class=\"hljs\">---\nname: code-simplifier\ndescription: Simplifies and refines code for clarity, consistency, and maintainability...\nmodel: opus\n---\n<\/code><\/span><\/pre><\/div>\n\n\n<p class=\"wp-block-paragraph\">\u9019\u7a2e\u4ee5 Frontmatter \u5ba3\u544a\u80fd\u529b\u908a\u754c\u7684\u65b9\u5f0f\uff0c\u672c\u8cea\u4e0a\u662f <strong>Capability-Based Security<\/strong> \u6a21\u5f0f\u5728 AI Agent \u7cfb\u7d71\u4e2d\u7684\u61c9\u7528\u2014\u2014\u6bcf\u500b Agent \u53ea\u88ab\u6388\u4e88\u5b8c\u6210\u4efb\u52d9\u6240\u9700\u7684\u6700\u5c0f\u6b0a\u9650\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u8a2d\u8a08\u56db\uff1aSkill \u7684 Context-Triggered \u81ea\u52d5\u6ce8\u5165\u6a21\u5f0f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Skill \u662f Plugin \u7cfb\u7d71\u4e2d\u6700\u5fae\u5999\u7684\u64f4\u5c55\u9ede\u3002\u548c Command\uff08\u4f7f\u7528\u8005\u4e3b\u52d5\u89f8\u767c\uff09\u4e0d\u540c\uff0cSkill \u7531 Claude \u6839\u64da\u5c0d\u8a71\u60c5\u5883<strong>\u81ea\u52d5\u5224\u65b7\u662f\u5426\u555f\u7528<\/strong>\u3002\u89f8\u767c\u689d\u4ef6\u5b8c\u5168\u7531 <code>description<\/code> \u6b04\u4f4d\u4e2d\u7684\u81ea\u7136\u8a9e\u8a00\u5b9a\u7fa9\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/anthropics\/claude-plugins-official\/blob\/main\/plugins\/frontend-design\/skills\/frontend-design\/SKILL.md\"><code>plugins\/frontend-design\/skills\/frontend-design\/SKILL.md<\/code><\/a> \u2014 \u7528\u81ea\u7136\u8a9e\u8a00\u89f8\u767c\u689d\u4ef6\u5be6\u73fe\u9818\u57df\u77e5\u8b58\u7684\u52d5\u614b\u6ce8\u5165<\/p>\n\n\n<div class=\"cbc-code-wrapper\"><div class=\"cbc-code-bar\"><button class=\"cbc-copy-button\">Copy<\/button><\/div><pre class=\"wp-block-code\" aria-describedby=\"shcb-language-5\" data-shcb-language-name=\"JavaScript\" data-shcb-language-slug=\"javascript\"><span><code class=\"hljs language-javascript\">---\nname: frontend-design\n<span class=\"hljs-attr\">description<\/span>: Create distinctive, production-grade frontend interfaces <span class=\"hljs-keyword\">with<\/span> high design quality.\n  Use <span class=\"hljs-keyword\">this<\/span> skill when the user asks to build web components, pages, or applications.\n  Generates creative, polished code that avoids generic AI aesthetics.\n---\n<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-5\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">JavaScript<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">javascript<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre><\/div>\n\n\n<p class=\"wp-block-paragraph\">Skill Body \u5247\u5305\u542b\u4e86\u5b8c\u6574\u7684\u8a2d\u8a08\u6307\u5f15\uff0c\u4f8b\u5982\u524d\u7aef\u8a2d\u8a08 Skill \u660e\u78ba\u8981\u6c42\uff1a<\/p>\n\n\n<div class=\"cbc-code-wrapper\"><div class=\"cbc-code-bar\"><button class=\"cbc-copy-button\">Copy<\/button><\/div><pre class=\"wp-block-code\" aria-describedby=\"shcb-language-6\" data-shcb-language-name=\"PHP\" data-shcb-language-slug=\"php\"><span><code class=\"hljs language-php\">NEVER <span class=\"hljs-keyword\">use<\/span> <span class=\"hljs-title\">generic<\/span> <span class=\"hljs-title\">AI<\/span>-<span class=\"hljs-title\">generated<\/span> <span class=\"hljs-title\">aesthetics<\/span> <span class=\"hljs-title\">like<\/span> <span class=\"hljs-title\">overused<\/span> <span class=\"hljs-title\">font<\/span> <span class=\"hljs-title\">families<\/span>\n(<span class=\"hljs-title\">Inter<\/span>, <span class=\"hljs-title\">Roboto<\/span>, <span class=\"hljs-title\">Arial<\/span>, <span class=\"hljs-title\">system<\/span> <span class=\"hljs-title\">fonts<\/span>), <span class=\"hljs-title\">cliched<\/span> <span class=\"hljs-title\">color<\/span> <span class=\"hljs-title\">schemes<\/span> (<span class=\"hljs-title\">particularly<\/span>\n<span class=\"hljs-title\">purple<\/span> <span class=\"hljs-title\">gradients<\/span> <span class=\"hljs-title\">on<\/span> <span class=\"hljs-title\">white<\/span> <span class=\"hljs-title\">backgrounds<\/span>), <span class=\"hljs-title\">predictable<\/span> <span class=\"hljs-title\">layouts<\/span>...\n<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-6\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">PHP<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">php<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre><\/div>\n\n\n<p class=\"wp-block-paragraph\">\u9019\u500b\u8a2d\u8a08\u7406\u5ff5\u503c\u5f97\u6df1\u601d\uff1a<strong>Skill \u4e0d\u662f\u5de5\u5177\u547c\u53eb\uff0c\u800c\u662f\u77e5\u8b58\u6ce8\u5165<\/strong>\u3002\u7576 Claude \u5224\u65b7\u7576\u524d\u4efb\u52d9\u9700\u8981\u524d\u7aef\u8a2d\u8a08\u80fd\u529b\u6642\uff0c\u9019\u6bb5 Markdown \u6703\u88ab\u6ce8\u5165\u5230 Claude \u7684\u4e0a\u4e0b\u6587\u4e2d\uff0c\u6539\u8b8a\u5b83\u7684\u884c\u70ba\u6a21\u5f0f\u3002\u9019\u662f\u4e00\u7a2e\u300c\u904b\u884c\u6642\u77e5\u8b58\u88dd\u8f09\u300d\uff08Runtime Knowledge Loading\uff09\u6a5f\u5236\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u8a2d\u8a08\u4e94\uff1aHookify \u7684 Rule Engine \u6514\u622a\u5668\u67b6\u69cb<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Hookify \u662f\u5009\u5eab\u4e2d\u552f\u4e00\u5305\u542b\u5b8c\u6574 Python \u5be6\u4f5c\u7684 Plugin\uff0c\u5c55\u793a\u4e86\u5982\u4f55\u7528 Hook \u6a5f\u5236\u69cb\u5efa\u4e00\u500b\u884c\u70ba\u898f\u5247\u5f15\u64ce\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/anthropics\/claude-plugins-official\/blob\/main\/plugins\/hookify\/hooks\/hooks.json\"><code>plugins\/hookify\/hooks\/hooks.json<\/code><\/a> \u2014 Hook \u4e8b\u4ef6\u8a3b\u518a\u914d\u7f6e\uff0c\u8986\u84cb\u56db\u500b\u751f\u547d\u9031\u671f\u4e8b\u4ef6<\/p>\n\n\n<div class=\"cbc-code-wrapper\"><div class=\"cbc-code-bar\"><button class=\"cbc-copy-button\">Copy<\/button><\/div><pre class=\"wp-block-code\" aria-describedby=\"shcb-language-7\" data-shcb-language-name=\"JSON \/ JSON with Comments\" data-shcb-language-slug=\"json\"><span><code class=\"hljs language-json\">{\n  <span class=\"hljs-attr\">\"hooks\"<\/span>: {\n    <span class=\"hljs-attr\">\"PreToolUse\"<\/span>: &#91;{\n      <span class=\"hljs-attr\">\"hooks\"<\/span>: &#91;{\n        <span class=\"hljs-attr\">\"type\"<\/span>: <span class=\"hljs-string\">\"command\"<\/span>,\n        <span class=\"hljs-attr\">\"command\"<\/span>: <span class=\"hljs-string\">\"python3 ${CLAUDE_PLUGIN_ROOT}\/hooks\/pretooluse.py\"<\/span>,\n        <span class=\"hljs-attr\">\"timeout\"<\/span>: <span class=\"hljs-number\">10<\/span>\n      }]\n    }],\n    <span class=\"hljs-attr\">\"PostToolUse\"<\/span>: &#91;...],\n    <span class=\"hljs-attr\">\"Stop\"<\/span>: &#91;...],\n    <span class=\"hljs-attr\">\"UserPromptSubmit\"<\/span>: &#91;...]\n  }\n}\n<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-7\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">JSON \/ JSON with Comments<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">json<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre><\/div>\n\n\n<p class=\"wp-block-paragraph\">\u56db\u500b Hook \u9ede\u5c0d\u61c9\u4e86 Agent \u884c\u70ba\u7684\u5b8c\u6574\u751f\u547d\u9031\u671f\uff1a<code>UserPromptSubmit<\/code>\uff08\u4f7f\u7528\u8005\u8f38\u5165\u6642\uff09\u2192 <code>PreToolUse<\/code>\uff08\u5de5\u5177\u57f7\u884c\u524d\uff09\u2192 <code>PostToolUse<\/code>\uff08\u5de5\u5177\u57f7\u884c\u5f8c\uff09\u2192 <code>Stop<\/code>\uff08Agent \u5617\u8a66\u7d50\u675f\u6642\uff09\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/anthropics\/claude-plugins-official\/blob\/main\/plugins\/hookify\/core\/rule_engine.py\"><code>plugins\/hookify\/core\/rule_engine.py<\/code><\/a> \u2014 Rule Engine \u6838\u5fc3\uff0c\u5be6\u4f5c\u689d\u4ef6\u5339\u914d\u548c\u884c\u70ba\u6c7a\u7b56<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Rule Engine \u7684\u6838\u5fc3\u908f\u8f2f\uff1a<\/p>\n\n\n<div class=\"cbc-code-wrapper\"><div class=\"cbc-code-bar\"><button class=\"cbc-copy-button\">Copy<\/button><\/div><pre class=\"wp-block-code\" aria-describedby=\"shcb-language-8\" data-shcb-language-name=\"PHP\" data-shcb-language-slug=\"php\"><span><code class=\"hljs language-php\">def evaluate_rules(<span class=\"hljs-keyword\">self<\/span>, rules: <span class=\"hljs-keyword\">List<\/span>&#91;Rule], input_data: Dict&#91;str, Any]) -&gt; Dict&#91;str, Any]:\n    blocking_rules = &#91;]\n    warning_rules = &#91;]\n\n    <span class=\"hljs-keyword\">for<\/span> rule in rules:\n        <span class=\"hljs-keyword\">if<\/span> <span class=\"hljs-keyword\">self<\/span>._rule_matches(rule, input_data):\n            <span class=\"hljs-keyword\">if<\/span> rule.action == <span class=\"hljs-string\">'block'<\/span>:\n                blocking_rules.append(rule)\n            <span class=\"hljs-keyword\">else<\/span>:\n                warning_rules.append(rule)\n\n    <span class=\"hljs-comment\"># Blocking \u898f\u5247\u512a\u5148\u65bc Warning \u898f\u5247<\/span>\n    <span class=\"hljs-keyword\">if<\/span> blocking_rules:\n        messages = &#91;f<span class=\"hljs-string\">\"**&#91;{r.name}]**\\n{r.message}\"<\/span> <span class=\"hljs-keyword\">for<\/span> r in blocking_rules]\n        combined_message = <span class=\"hljs-string\">\"\\n\\n\"<\/span>.join(messages)\n        <span class=\"hljs-comment\"># \u6839\u64da\u4e0d\u540c Hook \u4e8b\u4ef6\u985e\u578b\uff0c\u56de\u50b3\u4e0d\u540c\u683c\u5f0f\u7684\u5c01\u9396\u56de\u61c9<\/span>\n        <span class=\"hljs-keyword\">if<\/span> hook_event in &#91;<span class=\"hljs-string\">'PreToolUse'<\/span>, <span class=\"hljs-string\">'PostToolUse'<\/span>]:\n            <span class=\"hljs-keyword\">return<\/span> {\n                <span class=\"hljs-string\">\"hookSpecificOutput\"<\/span>: {\n                    <span class=\"hljs-string\">\"hookEventName\"<\/span>: hook_event,\n                    <span class=\"hljs-string\">\"permissionDecision\"<\/span>: <span class=\"hljs-string\">\"deny\"<\/span>\n                },\n                <span class=\"hljs-string\">\"systemMessage\"<\/span>: combined_message\n            }\n<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-8\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">PHP<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">php<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre><\/div>\n\n\n<p class=\"wp-block-paragraph\">\u9019\u88e1\u7684\u8a2d\u8a08\u6c7a\u7b56\u6709\u5169\u500b\u503c\u5f97\u5b78\u7fd2\u7684\u9ede\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n\n<li><strong>\u5206\u5c64\u512a\u5148\u7d1a<\/strong>\uff1aBlock \u898f\u5247\u6c38\u9060\u512a\u5148\u65bc Warn \u898f\u5247\uff0c\u7121\u8ad6\u5b83\u5011\u5728\u914d\u7f6e\u4e2d\u7684\u9806\u5e8f<\/li>\n\n\n<li><strong>\u4e8b\u4ef6\u611f\u77e5\u7684\u56de\u61c9\u683c\u5f0f<\/strong>\uff1a\u4e0d\u540c Hook \u4e8b\u4ef6\u9ede\u7684\u56de\u50b3\u683c\u5f0f\u4e0d\u540c\uff08<code>PreToolUse<\/code> \u7528 <code>permissionDecision: deny<\/code>\uff0c<code>Stop<\/code> \u7528 <code>decision: block<\/code>\uff09\uff0c\u5f15\u64ce\u6703\u6839\u64da <code>hook_event_name<\/code> \u81ea\u52d5\u9078\u64c7\u6b63\u78ba\u7684\u56de\u61c9\u7d50\u69cb<\/li>\n\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/anthropics\/claude-plugins-official\/blob\/main\/plugins\/hookify\/core\/config_loader.py\"><code>plugins\/hookify\/core\/config_loader.py<\/code><\/a> \u2014 \u898f\u5247\u8f09\u5165\u5668\uff0c\u5c55\u793a Markdown-as-Config \u7684\u89e3\u6790\u6a5f\u5236<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u898f\u5247\u7684\u5b9a\u7fa9\u65b9\u5f0f\u540c\u6a23\u662f Markdown \u6a94\u6848\uff1a<\/p>\n\n\n<div class=\"cbc-code-wrapper\"><div class=\"cbc-code-bar\"><button class=\"cbc-copy-button\">Copy<\/button><\/div><pre class=\"wp-block-code\" aria-describedby=\"shcb-language-9\" data-shcb-language-name=\"JavaScript\" data-shcb-language-slug=\"javascript\"><span><code class=\"hljs language-javascript\">---\nname: block-dangerous-rm\n<span class=\"hljs-attr\">enabled<\/span>: <span class=\"hljs-literal\">true<\/span>\n<span class=\"hljs-attr\">event<\/span>: bash\n<span class=\"hljs-attr\">pattern<\/span>: rm\\s+-rf\n<span class=\"hljs-attr\">action<\/span>: block\n---\n\n\u26a0\ufe0f **Dangerous rm command detected!**\nPlease verify the path is correct.\n<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-9\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">JavaScript<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">javascript<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre><\/div>\n\n\n<p class=\"wp-block-paragraph\">Config Loader \u81ea\u884c\u5be6\u4f5c\u4e86\u4e00\u500b\u7c21\u55ae\u7684 YAML Frontmatter \u89e3\u6790\u5668\uff0c\u5c07 Markdown \u898f\u5247\u6a94\u6848\u89e3\u6790\u70ba <code>Rule<\/code> dataclass\u3002\u9019\u4e9b <code>.local.md<\/code> \u898f\u5247\u6a94\u6848\u653e\u5728\u5c08\u6848\u7684 <code>.claude\/<\/code> \u76ee\u9304\u4e2d\uff0c\u6bcf\u6b21 Hook \u89f8\u767c\u6642<strong>\u52d5\u614b\u8f09\u5165<\/strong>\u2014\u2014\u4e0d\u9700\u8981\u91cd\u555f Claude Code\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u8a2d\u8a08\u516d\uff1aSecurity Hook \u7684 Pattern-Based \u9632\u8b77\u7b56\u7565<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Security Guidance Plugin \u5c55\u793a\u4e86\u5982\u4f55\u7528 Hook \u5be6\u4f5c\u300c\u5b89\u5168\u8b77\u6b04\u300d\uff08Safety Guardrail\uff09\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/anthropics\/claude-plugins-official\/blob\/main\/plugins\/security-guidance\/hooks\/security_reminder_hook.py\"><code>plugins\/security-guidance\/hooks\/security_reminder_hook.py<\/code><\/a> \u2014 \u57fa\u65bc\u6a21\u5f0f\u5339\u914d\u7684\u5b89\u5168\u63d0\u9192 Hook<\/p>\n\n\n<div class=\"cbc-code-wrapper\"><div class=\"cbc-code-bar\"><button class=\"cbc-copy-button\">Copy<\/button><\/div><pre class=\"wp-block-code\" aria-describedby=\"shcb-language-10\" data-shcb-language-name=\"PHP\" data-shcb-language-slug=\"php\"><span><code class=\"hljs language-php\">SECURITY_PATTERNS = &#91;\n    {\n        <span class=\"hljs-string\">\"ruleName\"<\/span>: <span class=\"hljs-string\">\"github_actions_workflow\"<\/span>,\n        <span class=\"hljs-string\">\"path_check\"<\/span>: lambda path: <span class=\"hljs-string\">\".github\/workflows\/\"<\/span> in path\n        <span class=\"hljs-keyword\">and<\/span> (path.endswith(<span class=\"hljs-string\">\".yml\"<\/span>) <span class=\"hljs-keyword\">or<\/span> path.endswith(<span class=\"hljs-string\">\".yaml\"<\/span>)),\n        <span class=\"hljs-string\">\"reminder\"<\/span>: <span class=\"hljs-string\">\"\"<\/span><span class=\"hljs-string\">\"You are editing a GitHub Actions workflow file. Be aware of these security risks:\n1. **Command Injection**: Never use untrusted input directly in run: commands...\n2. **Use environment variables**: Instead of ${{ github.event.issue.title }}...\"<\/span><span class=\"hljs-string\">\"\"<\/span>\n    },\n    {\n        <span class=\"hljs-string\">\"ruleName\"<\/span>: <span class=\"hljs-string\">\"child_process_exec\"<\/span>,\n        <span class=\"hljs-string\">\"substrings\"<\/span>: &#91;<span class=\"hljs-string\">\"child_process.exec\"<\/span>, <span class=\"hljs-string\">\"exec(\"<\/span>, <span class=\"hljs-string\">\"execSync(\"<\/span>],\n        <span class=\"hljs-string\">\"reminder\"<\/span>: <span class=\"hljs-string\">\"\"<\/span><span class=\"hljs-string\">\"\u26a0\ufe0f Security Warning: Using child_process.exec() can lead to command injection...\nThis codebase provides a safer alternative: src\/utils\/execFileNoThrow.ts\"<\/span><span class=\"hljs-string\">\"\"<\/span>\n    },\n]\n<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-10\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">PHP<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">php<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre><\/div>\n\n\n<p class=\"wp-block-paragraph\">\u4e09\u500b\u503c\u5f97\u6ce8\u610f\u7684\u8a2d\u8a08\u7d30\u7bc0\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n\n<li><strong>Session-Scoped \u53bb\u91cd<\/strong>\uff1a\u6bcf\u500b\u5b89\u5168\u63d0\u9192\u5728\u540c\u4e00 session \u4e2d\u53ea\u986f\u793a\u4e00\u6b21\uff0c\u7528 <code>warning_key = f\"{file_path}-{rule_name}\"<\/code> \u8ffd\u8e64\u5df2\u986f\u793a\u7684\u8b66\u544a<\/li>\n\n\n<li><strong>Exit Code \u8a9e\u7fa9<\/strong>\uff1a<code>sys.exit(0)<\/code> \u5141\u8a31\u64cd\u4f5c\u7e7c\u7e8c\uff0c<code>sys.exit(2)<\/code> \u5c01\u9396\u5de5\u5177\u57f7\u884c\u2014\u2014Hook \u7684\u63a7\u5236\u8a9e\u7fa9\u5b8c\u5168\u900f\u904e exit code \u8868\u9054<\/li>\n\n\n<li><strong>Graceful Degradation<\/strong>\uff1a\u6240\u6709\u7570\u5e38\u90fd\u88ab\u6355\u7372\u4e26\u5141\u8a31\u64cd\u4f5c\u7e7c\u7e8c\uff08<code>sys.exit(0)<\/code>\uff09\uff0c\u78ba\u4fdd\u5b89\u5168 Hook \u7684\u6545\u969c\u4e0d\u6703\u963b\u65b7\u958b\u767c\u8005\u7684\u5de5\u4f5c\u6d41<\/li>\n\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\">\u8a2d\u8a08\u4e03\uff1a\u591a\u4ee3\u7406\u5354\u4f5c\u7684 Orchestration \u6a21\u5f0f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><code>code-review<\/code> Plugin \u5c55\u793a\u4e86\u7cbe\u5fc3\u8a2d\u8a08\u7684\u591a Agent \u5354\u4f5c\u6d41\u7a0b\u2014\u2014\u4e0d\u662f\u7c21\u55ae\u5730\u4e26\u884c\u8dd1\u591a\u500b Agent\uff0c\u800c\u662f\u8a2d\u8a08\u4e86\u4e00\u500b\u5305\u542b<strong>\u8cc7\u683c\u6aa2\u67e5\u3001\u4e26\u884c\u5be9\u67e5\u3001\u4fe1\u5fc3\u8a55\u5206\u3001\u7d50\u679c\u904e\u6ffe<\/strong>\u7684\u5b8c\u6574 pipeline\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/anthropics\/claude-plugins-official\/blob\/main\/plugins\/code-review\/commands\/code-review.md\"><code>plugins\/code-review\/commands\/code-review.md<\/code><\/a> \u2014 \u516b\u6b65\u9a5f\u7684\u591a\u4ee3\u7406 PR \u5be9\u67e5 pipeline<\/p>\n\n\n<div class=\"cbc-code-wrapper\"><div class=\"cbc-code-bar\"><button class=\"cbc-copy-button\">Copy<\/button><\/div><pre class=\"wp-block-code\" aria-describedby=\"shcb-language-11\" data-shcb-language-name=\"CSS\" data-shcb-language-slug=\"css\"><span><code class=\"hljs language-css\">1. <span class=\"hljs-selector-tag\">Use<\/span> <span class=\"hljs-selector-tag\">a<\/span> <span class=\"hljs-selector-tag\">Haiku<\/span> <span class=\"hljs-selector-tag\">agent<\/span> <span class=\"hljs-selector-tag\">to<\/span> <span class=\"hljs-selector-tag\">check<\/span> <span class=\"hljs-selector-tag\">if<\/span> <span class=\"hljs-selector-tag\">the<\/span> <span class=\"hljs-selector-tag\">pull<\/span> <span class=\"hljs-selector-tag\">request<\/span> (<span class=\"hljs-selector-tag\">a<\/span>) <span class=\"hljs-selector-tag\">is<\/span> <span class=\"hljs-selector-tag\">closed<\/span>, (<span class=\"hljs-selector-tag\">b<\/span>) <span class=\"hljs-selector-tag\">is<\/span> <span class=\"hljs-selector-tag\">a<\/span> <span class=\"hljs-selector-tag\">draft<\/span>,\n   (<span class=\"hljs-selector-tag\">c<\/span>) <span class=\"hljs-selector-tag\">does<\/span> <span class=\"hljs-selector-tag\">not<\/span> <span class=\"hljs-selector-tag\">need<\/span> <span class=\"hljs-selector-tag\">a<\/span> <span class=\"hljs-selector-tag\">code<\/span> <span class=\"hljs-selector-tag\">review<\/span>, <span class=\"hljs-selector-tag\">or<\/span> (<span class=\"hljs-selector-tag\">d<\/span>) <span class=\"hljs-selector-tag\">already<\/span> <span class=\"hljs-selector-tag\">has<\/span> <span class=\"hljs-selector-tag\">a<\/span> <span class=\"hljs-selector-tag\">code<\/span> <span class=\"hljs-selector-tag\">review<\/span> <span class=\"hljs-selector-tag\">from<\/span> <span class=\"hljs-selector-tag\">you<\/span>\n2. <span class=\"hljs-selector-tag\">Use<\/span> <span class=\"hljs-selector-tag\">another<\/span> <span class=\"hljs-selector-tag\">Haiku<\/span> <span class=\"hljs-selector-tag\">agent<\/span> <span class=\"hljs-selector-tag\">to<\/span> <span class=\"hljs-selector-tag\">give<\/span> <span class=\"hljs-selector-tag\">you<\/span> <span class=\"hljs-selector-tag\">a<\/span> <span class=\"hljs-selector-tag\">list<\/span> <span class=\"hljs-selector-tag\">of<\/span> <span class=\"hljs-selector-tag\">CLAUDE<\/span><span class=\"hljs-selector-class\">.md<\/span> <span class=\"hljs-selector-tag\">files<\/span>\n3. <span class=\"hljs-selector-tag\">Use<\/span> <span class=\"hljs-selector-tag\">a<\/span> <span class=\"hljs-selector-tag\">Haiku<\/span> <span class=\"hljs-selector-tag\">agent<\/span> <span class=\"hljs-selector-tag\">to<\/span> <span class=\"hljs-selector-tag\">view<\/span> <span class=\"hljs-selector-tag\">the<\/span> <span class=\"hljs-selector-tag\">pull<\/span> <span class=\"hljs-selector-tag\">request<\/span> <span class=\"hljs-selector-tag\">and<\/span> <span class=\"hljs-selector-tag\">return<\/span> <span class=\"hljs-selector-tag\">a<\/span> <span class=\"hljs-selector-tag\">summary<\/span>\n4. <span class=\"hljs-selector-tag\">Launch<\/span> 5 <span class=\"hljs-selector-tag\">parallel<\/span> <span class=\"hljs-selector-tag\">Sonnet<\/span> <span class=\"hljs-selector-tag\">agents<\/span> <span class=\"hljs-selector-tag\">to<\/span> <span class=\"hljs-selector-tag\">independently<\/span> <span class=\"hljs-selector-tag\">code<\/span> <span class=\"hljs-selector-tag\">review<\/span> <span class=\"hljs-selector-tag\">the<\/span> <span class=\"hljs-selector-tag\">change<\/span>:\n   <span class=\"hljs-selector-tag\">a<\/span>. <span class=\"hljs-selector-tag\">Agent<\/span> <span class=\"hljs-selector-id\">#1<\/span>: <span class=\"hljs-selector-tag\">Audit<\/span> <span class=\"hljs-selector-tag\">CLAUDE<\/span><span class=\"hljs-selector-class\">.md<\/span> <span class=\"hljs-selector-tag\">compliance<\/span>\n   <span class=\"hljs-selector-tag\">b<\/span>. <span class=\"hljs-selector-tag\">Agent<\/span> <span class=\"hljs-selector-id\">#2<\/span>: <span class=\"hljs-selector-tag\">Shallow<\/span> <span class=\"hljs-selector-tag\">scan<\/span> <span class=\"hljs-selector-tag\">for<\/span> <span class=\"hljs-selector-tag\">obvious<\/span> <span class=\"hljs-selector-tag\">bugs<\/span>\n   <span class=\"hljs-selector-tag\">c<\/span>. <span class=\"hljs-selector-tag\">Agent<\/span> <span class=\"hljs-selector-id\">#3<\/span>: <span class=\"hljs-selector-tag\">Read<\/span> <span class=\"hljs-selector-tag\">git<\/span> <span class=\"hljs-selector-tag\">blame<\/span> <span class=\"hljs-selector-tag\">and<\/span> <span class=\"hljs-selector-tag\">history<\/span> <span class=\"hljs-selector-tag\">for<\/span> <span class=\"hljs-selector-tag\">historical<\/span> <span class=\"hljs-selector-tag\">context<\/span> <span class=\"hljs-selector-tag\">bugs<\/span>\n   <span class=\"hljs-selector-tag\">d<\/span>. <span class=\"hljs-selector-tag\">Agent<\/span> <span class=\"hljs-selector-id\">#4<\/span>: <span class=\"hljs-selector-tag\">Read<\/span> <span class=\"hljs-selector-tag\">previous<\/span> <span class=\"hljs-selector-tag\">PRs<\/span> <span class=\"hljs-selector-tag\">for<\/span> <span class=\"hljs-selector-tag\">recurring<\/span> <span class=\"hljs-selector-tag\">comments<\/span>\n   <span class=\"hljs-selector-tag\">e<\/span>. <span class=\"hljs-selector-tag\">Agent<\/span> <span class=\"hljs-selector-id\">#5<\/span>: <span class=\"hljs-selector-tag\">Check<\/span> <span class=\"hljs-selector-tag\">code<\/span> <span class=\"hljs-selector-tag\">comments<\/span> <span class=\"hljs-selector-tag\">compliance<\/span>\n5. <span class=\"hljs-selector-tag\">For<\/span> <span class=\"hljs-selector-tag\">each<\/span> <span class=\"hljs-selector-tag\">issue<\/span>, <span class=\"hljs-selector-tag\">launch<\/span> <span class=\"hljs-selector-tag\">a<\/span> <span class=\"hljs-selector-tag\">parallel<\/span> <span class=\"hljs-selector-tag\">Haiku<\/span> <span class=\"hljs-selector-tag\">agent<\/span> <span class=\"hljs-selector-tag\">that<\/span> <span class=\"hljs-selector-tag\">scores<\/span> <span class=\"hljs-selector-tag\">confidence<\/span> (0<span class=\"hljs-selector-tag\">-100<\/span>)\n6. <span class=\"hljs-selector-tag\">Filter<\/span> <span class=\"hljs-selector-tag\">out<\/span> <span class=\"hljs-selector-tag\">any<\/span> <span class=\"hljs-selector-tag\">issues<\/span> <span class=\"hljs-selector-tag\">with<\/span> <span class=\"hljs-selector-tag\">a<\/span> <span class=\"hljs-selector-tag\">score<\/span> <span class=\"hljs-selector-tag\">less<\/span> <span class=\"hljs-selector-tag\">than<\/span> 80\n7. <span class=\"hljs-selector-tag\">Use<\/span> <span class=\"hljs-selector-tag\">a<\/span> <span class=\"hljs-selector-tag\">Haiku<\/span> <span class=\"hljs-selector-tag\">agent<\/span> <span class=\"hljs-selector-tag\">to<\/span> <span class=\"hljs-selector-tag\">repeat<\/span> <span class=\"hljs-selector-tag\">eligibility<\/span> <span class=\"hljs-selector-tag\">check<\/span>\n8. <span class=\"hljs-selector-tag\">Comment<\/span> <span class=\"hljs-selector-tag\">back<\/span> <span class=\"hljs-selector-tag\">on<\/span> <span class=\"hljs-selector-tag\">the<\/span> <span class=\"hljs-selector-tag\">pull<\/span> <span class=\"hljs-selector-tag\">request<\/span> <span class=\"hljs-selector-tag\">with<\/span> <span class=\"hljs-selector-tag\">results<\/span>\n<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-11\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">CSS<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">css<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre><\/div>\n\n\n<p class=\"wp-block-paragraph\">\u9019\u500b\u6d41\u7a0b\u9ad4\u73fe\u4e86\u5e7e\u500b\u95dc\u9375\u7684 Orchestration \u8a2d\u8a08\u6a21\u5f0f\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n\n<li><strong>Model-Appropriate \u4efb\u52d9\u5206\u6d3e<\/strong>\uff1aHaiku \u505a\u7c21\u55ae\u5224\u65b7\uff08\u8cc7\u683c\u6aa2\u67e5\u3001\u4fe1\u5fc3\u8a55\u5206\uff09\uff0cSonnet \u505a\u6df1\u5ea6\u5206\u6790\uff08\u7a0b\u5f0f\u78bc\u5be9\u67e5\uff09\uff0c\u6210\u672c\u6548\u76ca\u6700\u4f73\u5316<\/li>\n\n\n<li><strong>Confidence-Based \u904e\u6ffe<\/strong>\uff1a\u4e0d\u662f\u6240\u6709 Agent \u767c\u73fe\u7684\u554f\u984c\u90fd\u8f38\u51fa\uff0c\u800c\u662f\u7d93\u904e\u4e8c\u6b21 Agent \u8a55\u5206\uff0c\u53ea\u4fdd\u7559 80 \u5206\u4ee5\u4e0a\u7684\u9ad8\u4fe1\u5fc3\u7d50\u679c<\/li>\n\n\n<li><strong>False Positive \u610f\u8b58<\/strong>\uff1a\u6307\u4ee4\u4e2d\u660e\u78ba\u5217\u51fa\u4e86\u5341\u591a\u7a2e false positive \u6a21\u5f0f\uff0c\u8a13\u7df4 Agent \u907f\u514d\u904e\u5ea6\u5831\u544a<\/li>\n\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u8a2d\u8a08\u516b\uff1aRalph Loop \u7684 Stop Hook \u6301\u7e8c\u5faa\u74b0\u6280\u8853<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Ralph Loop Plugin \u5c55\u793a\u4e86\u4e00\u500b\u975e\u5e38\u5de7\u5999\u7684\u6280\u8853\uff1a\u5229\u7528 Stop Hook \u963b\u6b62 Agent \u9000\u51fa\uff0c\u5be6\u73fe\u81ea\u6211\u8fed\u4ee3\u5faa\u74b0\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/anthropics\/claude-plugins-official\/blob\/main\/plugins\/ralph-loop\/hooks\/stop-hook.sh\"><code>plugins\/ralph-loop\/hooks\/stop-hook.sh<\/code><\/a> \u2014 \u7528 Stop Hook \u5be6\u4f5c Agent \u81ea\u6211\u5faa\u74b0\u8fed\u4ee3<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6838\u5fc3\u6a5f\u5236\uff1a<\/p>\n\n\n<div class=\"cbc-code-wrapper\"><div class=\"cbc-code-bar\"><button class=\"cbc-copy-button\">Copy<\/button><\/div><pre class=\"wp-block-code\" aria-describedby=\"shcb-language-12\" data-shcb-language-name=\"PHP\" data-shcb-language-slug=\"php\"><span><code class=\"hljs language-php\"><span class=\"hljs-comment\"># \u5f9e transcript \u8b80\u53d6\u4e0a\u4e00\u6b21 Agent \u7684\u8f38\u51fa<\/span>\nLAST_OUTPUT=$(grep <span class=\"hljs-string\">'\"role\":\"assistant\"'<\/span> <span class=\"hljs-string\">\"$TRANSCRIPT_PATH\"<\/span> | tail <span class=\"hljs-number\">-1<\/span> | jq -r <span class=\"hljs-string\">'\n  .message.content | map(select(.type == \"text\")) | map(.text) | join(\"\\n\")'<\/span>)\n\n<span class=\"hljs-comment\"># \u6aa2\u67e5 completion promise \u2014 \u53ea\u6709\u7576 Agent \u8f38\u51fa\u4e86\u6b63\u78ba\u7684 promise \u6a19\u8a18\u624d\u5141\u8a31\u7d50\u675f<\/span>\n<span class=\"hljs-keyword\">if<\/span> &#91;&#91; -n <span class=\"hljs-string\">\"$PROMISE_TEXT\"<\/span> ]] &amp;&amp; &#91;&#91; <span class=\"hljs-string\">\"$PROMISE_TEXT\"<\/span> = <span class=\"hljs-string\">\"$COMPLETION_PROMISE\"<\/span> ]]; then\n    <span class=\"hljs-keyword\">echo<\/span> <span class=\"hljs-string\">\"\u2705 Ralph loop: Detected &lt;promise&gt;$COMPLETION_PROMISE&lt;\/promise&gt;\"<\/span>\n    rm <span class=\"hljs-string\">\"$RALPH_STATE_FILE\"<\/span>\n    <span class=\"hljs-keyword\">exit<\/span> <span class=\"hljs-number\">0<\/span>\nfi\n\n<span class=\"hljs-comment\"># \u5426\u5247\uff0c\u5c01\u9396\u505c\u6b62\u4e26\u9935\u5165\u539f\u59cb prompt \u7e7c\u7e8c\u5faa\u74b0<\/span>\njq -n --arg prompt <span class=\"hljs-string\">\"$PROMPT_TEXT\"<\/span> --arg msg <span class=\"hljs-string\">\"$SYSTEM_MSG\"<\/span> <span class=\"hljs-string\">'{\n    \"decision\": \"block\",\n    \"reason\": $prompt,\n    \"systemMessage\": $msg\n}'<\/span>\n<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-12\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">PHP<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">php<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre><\/div>\n\n\n<p class=\"wp-block-paragraph\">\u8a2d\u8a08\u7cbe\u83ef\u5728\u65bc <strong>Completion Promise<\/strong> \u6a5f\u5236\u2014\u2014Agent \u4e0d\u662f\u81ea\u5df1\u6c7a\u5b9a\u4f55\u6642\u7d50\u675f\uff0c\u800c\u662f\u5fc5\u9808\u5728\u8f38\u51fa\u4e2d\u5305\u542b\u4e00\u500b\u7279\u5b9a\u7684 <code>&lt;promise&gt;<\/code> \u6a19\u8a18\uff0c\u4e26\u4e14\u9019\u500b\u6a19\u8a18\u5fc5\u9808\u8207\u9810\u8a2d\u7684\u627f\u8afe\u5b8c\u5168\u4e00\u81f4\u3002\u6307\u4ee4\u4e2d\u751a\u81f3\u5f37\u8abf\uff1a<\/p>\n\n\n<div class=\"cbc-code-wrapper\"><div class=\"cbc-code-bar\"><button class=\"cbc-copy-button\">Copy<\/button><\/div><pre class=\"wp-block-code\" aria-describedby=\"shcb-language-13\" data-shcb-language-name=\"PHP\" data-shcb-language-slug=\"php\"><span><code class=\"hljs language-php\">CRITICAL RULE: <span class=\"hljs-keyword\">If<\/span> a completion promise is set, you may ONLY output it when\nthe statement is completely <span class=\"hljs-keyword\">and<\/span> unequivocally <span class=\"hljs-keyword\">TRUE<\/span>. <span class=\"hljs-keyword\">Do<\/span> not output <span class=\"hljs-keyword\">false<\/span>\npromises to escape the loop.\n<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-13\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">PHP<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">php<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre><\/div>\n\n\n<p class=\"wp-block-paragraph\">\u9019\u662f\u4e00\u7a2e<strong>\u5916\u90e8\u7d42\u6b62\u689d\u4ef6<\/strong>\uff08External Termination Condition\uff09\u8a2d\u8a08\u2014\u2014Agent \u7684\u5faa\u74b0\u63a7\u5236\u6b0a\u4e0d\u5728 Agent \u81ea\u5df1\u624b\u4e0a\uff0c\u800c\u662f\u7531 Hook \u7cfb\u7d71\u6839\u64da\u53ef\u9a57\u8b49\u7684\u689d\u4ef6\u4f86\u6c7a\u5b9a\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u8a2d\u8a08\u4e5d\uff1aMarketplace \u76ee\u9304\u7684\u96d9\u8ecc\u5206\u767c\u7b56\u7565<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u9802\u5c64\u7684 <code>marketplace.json<\/code> \u5c55\u793a\u4e86\u4e00\u500b\u5de7\u5999\u7684 Plugin \u5206\u767c\u8a2d\u8a08\u2014\u2014\u7528\u540c\u4e00\u500b JSON \u6a94\u6848\u7ba1\u7406\u5169\u7a2e\u5b8c\u5168\u4e0d\u540c\u7684\u5206\u767c\u7b56\u7565\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/anthropics\/claude-plugins-official\/blob\/main\/.claude-plugin\/marketplace.json\"><code>.claude-plugin\/marketplace.json<\/code><\/a> \u2014 Marketplace \u76ee\u9304\uff0c\u7ba1\u7406\u6240\u6709\u53ef\u767c\u73fe Plugin \u7684 metadata<\/p>\n\n\n<div class=\"cbc-code-wrapper\"><div class=\"cbc-code-bar\"><button class=\"cbc-copy-button\">Copy<\/button><\/div><pre class=\"wp-block-code\" aria-describedby=\"shcb-language-14\" data-shcb-language-name=\"JSON \/ JSON with Comments\" data-shcb-language-slug=\"json\"><span><code class=\"hljs language-json\">{\n  <span class=\"hljs-attr\">\"plugins\"<\/span>: &#91;\n    {\n      <span class=\"hljs-attr\">\"name\"<\/span>: <span class=\"hljs-string\">\"typescript-lsp\"<\/span>,\n      <span class=\"hljs-attr\">\"source\"<\/span>: <span class=\"hljs-string\">\".\/plugins\/typescript-lsp\"<\/span>,\n      <span class=\"hljs-attr\">\"category\"<\/span>: <span class=\"hljs-string\">\"development\"<\/span>,\n      <span class=\"hljs-attr\">\"strict\"<\/span>: <span class=\"hljs-literal\">false<\/span>,\n      <span class=\"hljs-attr\">\"lspServers\"<\/span>: {\n        <span class=\"hljs-attr\">\"typescript\"<\/span>: {\n          <span class=\"hljs-attr\">\"command\"<\/span>: <span class=\"hljs-string\">\"typescript-language-server\"<\/span>,\n          <span class=\"hljs-attr\">\"args\"<\/span>: &#91;<span class=\"hljs-string\">\"--stdio\"<\/span>],\n          <span class=\"hljs-attr\">\"extensionToLanguage\"<\/span>: {\n            <span class=\"hljs-attr\">\".ts\"<\/span>: <span class=\"hljs-string\">\"typescript\"<\/span>, <span class=\"hljs-attr\">\".tsx\"<\/span>: <span class=\"hljs-string\">\"typescriptreact\"<\/span>\n          }\n        }\n      }\n    },\n    {\n      <span class=\"hljs-attr\">\"name\"<\/span>: <span class=\"hljs-string\">\"figma\"<\/span>,\n      <span class=\"hljs-attr\">\"source\"<\/span>: {\n        <span class=\"hljs-attr\">\"source\"<\/span>: <span class=\"hljs-string\">\"url\"<\/span>,\n        <span class=\"hljs-attr\">\"url\"<\/span>: <span class=\"hljs-string\">\"https:\/\/github.com\/figma\/mcp-server-guide.git\"<\/span>\n      },\n      <span class=\"hljs-attr\">\"homepage\"<\/span>: <span class=\"hljs-string\">\"https:\/\/github.com\/figma\/mcp-server-guide\"<\/span>\n    }\n  ]\n}\n<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-14\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">JSON \/ JSON with Comments<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">json<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre><\/div>\n\n\n<p class=\"wp-block-paragraph\">\u5169\u7a2e source \u683c\u5f0f\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n\n<li><strong>\u672c\u5730\u8def\u5f91<\/strong> <code>\".\/plugins\/...\"<\/code> \u2014 \u5f9e\u6b64\u5009\u5eab\u76f4\u63a5\u5b89\u88dd\uff0c\u7531 Anthropic \u5b8c\u5168\u63a7\u5236<\/li>\n\n\n<li><strong>\u9060\u7aef URL<\/strong> <code>{ \"source\": \"url\", \"url\": \"https:\/\/...\" }<\/code> \u2014 \u5f9e\u7b2c\u4e09\u65b9 Git \u5009\u5eab\u5b89\u88dd\uff0c\u7531\u793e\u7fa4\u7dad\u8b77<\/li>\n\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u540c\u6642\u6ce8\u610f LSP Plugin \u7684\u914d\u7f6e\uff1a\u5b83\u5011\u4e0d\u9700\u8981 <code>commands\/<\/code>\u3001<code>agents\/<\/code> \u7b49\u76ee\u9304\uff0c\u76f4\u63a5\u5728 marketplace.json \u4e2d\u7528 <code>lspServers<\/code> \u6b04\u4f4d\u5ba3\u544a\u2014\u2014\u56e0\u70ba LSP \u6574\u5408\u53ea\u9700\u8981\u6307\u5b9a command \u548c\u8a9e\u8a00\u6620\u5c04\uff0c\u4e0d\u9700\u8981\u4efb\u4f55 Prompt \u6307\u4ee4\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u8a2d\u8a08\u5341\uff1aHook \u6ce8\u5165 System Message \u6539\u8b8a Agent \u884c\u70ba<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Explanatory Output Style Plugin \u5c55\u793a\u4e86\u4e00\u500b\u7cbe\u5de7\u7684 Hook \u7528\u6cd5\u2014\u2014\u900f\u904e SessionStart Hook \u6ce8\u5165\u984d\u5916\u7684 System Message\uff0c\u5728\u4e0d\u4fee\u6539\u4efb\u4f55\u7a0b\u5f0f\u78bc\u7684\u60c5\u6cc1\u4e0b\u6539\u8b8a Claude \u7684\u6574\u9ad4\u884c\u70ba\u98a8\u683c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/anthropics\/claude-plugins-official\/blob\/main\/plugins\/explanatory-output-style\/hooks-handlers\/session-start.sh\"><code>plugins\/explanatory-output-style\/hooks-handlers\/session-start.sh<\/code><\/a> \u2014 \u7528 SessionStart Hook \u6ce8\u5165\u6559\u5b78\u6a21\u5f0f\u6307\u4ee4<\/p>\n\n\n<div class=\"cbc-code-wrapper\"><div class=\"cbc-code-bar\"><button class=\"cbc-copy-button\">Copy<\/button><\/div><pre class=\"wp-block-code\" aria-describedby=\"shcb-language-15\" data-shcb-language-name=\"PHP\" data-shcb-language-slug=\"php\"><span><code class=\"hljs language-php\">cat &lt;&lt; <span class=\"hljs-string\">'EOF'<\/span>\n{\n  <span class=\"hljs-string\">\"hookSpecificOutput\"<\/span>: {\n    <span class=\"hljs-string\">\"hookEventName\"<\/span>: <span class=\"hljs-string\">\"SessionStart\"<\/span>,\n    <span class=\"hljs-string\">\"additionalContext\"<\/span>: <span class=\"hljs-string\">\"You are in 'explanatory' output style mode...\n    In order to encourage learning, before and after writing code, always provide\n    brief educational explanations using:\n    \\\"`\u2605 Insight \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500`\\n\n    &#91;2-3 key educational points]\\n\n    `\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500`\\\"\"<\/span>\n  }\n}\nEOF\n<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-15\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">PHP<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">php<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre><\/div>\n\n\n<p class=\"wp-block-paragraph\">\u9019\u500b\u8a2d\u8a08\u6a21\u5f0f\u975e\u5e38\u5f37\u5927\uff1a<strong>Hook \u4e0d\u53ea\u80fd\u6514\u622a\u548c\u5224\u65b7\uff0c\u9084\u80fd\u6ce8\u5165 context<\/strong>\u3002\u900f\u904e <code>additionalContext<\/code> \u6b04\u4f4d\uff0c\u4efb\u4f55 Hook \u90fd\u53ef\u4ee5\u5728\u4e0d\u4fee\u6539 Claude \u6838\u5fc3\u884c\u70ba\u7684\u60c5\u6cc1\u4e0b\uff0c\u52d5\u614b\u5730\u70ba session \u52a0\u5165\u65b0\u7684\u884c\u70ba\u6307\u5f15\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Prompt \u8a2d\u8a08\u89e3\u8b80<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u500b\u5009\u5eab\u6700\u6709\u50f9\u503c\u7684\u90e8\u5206\u4e4b\u4e00\u662f\u5176\u4e2d\u5305\u542b\u7684 Prompt \u8a2d\u8a08\u6a21\u5f0f\u3002\u4ee5\u4e0b\u662f\u5e7e\u500b\u503c\u5f97\u6df1\u5165\u7814\u7a76\u7684 Prompt \u5de5\u7a0b\u6280\u5de7\uff1a<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Agent \u5275\u5efa\u7cfb\u7d71 Prompt \u7684\u7d50\u69cb\u5316\u8a2d\u8a08<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/anthropics\/claude-plugins-official\/blob\/main\/plugins\/plugin-dev\/skills\/agent-development\/references\/agent-creation-system-prompt.md\"><code>plugins\/plugin-dev\/skills\/agent-development\/references\/agent-creation-system-prompt.md<\/code><\/a> \u2014 Agent \u751f\u6210\u7684\u5143 Prompt\uff0c\u5c55\u793a\u5982\u4f55\u8a2d\u8a08\u300c\u751f\u6210 Agent \u7684 Agent\u300d<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6b64\u7cfb\u7d71 Prompt \u662f\u4e00\u500b\u300cMeta Prompt\u300d\u2014\u2014\u751f\u6210\u5176\u4ed6 Agent \u7684 Agent\u3002\u5b83\u5b9a\u7fa9\u4e86\u516d\u6b65\u6d41\u7a0b\uff1aExtract Core Intent \u2192 Design Expert Persona \u2192 Architect Instructions \u2192 Optimize for Performance \u2192 Create Identifier \u2192 Example Descriptions\u3002\u8f38\u51fa\u662f\u7d50\u69cb\u5316\u7684 JSON\uff1a<\/p>\n\n\n<div class=\"cbc-code-wrapper\"><div class=\"cbc-code-bar\"><button class=\"cbc-copy-button\">Copy<\/button><\/div><pre class=\"wp-block-code\" aria-describedby=\"shcb-language-16\" data-shcb-language-name=\"JSON \/ JSON with Comments\" data-shcb-language-slug=\"json\"><span><code class=\"hljs language-json\">{\n  <span class=\"hljs-attr\">\"identifier\"<\/span>: <span class=\"hljs-string\">\"\u63cf\u8ff0\u6027\u8b58\u5225\u78bc\"<\/span>,\n  <span class=\"hljs-attr\">\"whenToUse\"<\/span>: <span class=\"hljs-string\">\"\u89f8\u767c\u689d\u4ef6\u63cf\u8ff0\"<\/span>,\n  <span class=\"hljs-attr\">\"systemPrompt\"<\/span>: <span class=\"hljs-string\">\"\u5b8c\u6574\u7684\u7cfb\u7d71\u6307\u4ee4\"<\/span>\n}\n<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-16\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">JSON \/ JSON with Comments<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">json<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre><\/div>\n\n\n<h3 class=\"wp-block-heading\">Silent Failure Hunter \u7684\u89d2\u8272\u8a2d\u5b9a\u6280\u5de7<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/anthropics\/claude-plugins-official\/blob\/main\/plugins\/pr-review-toolkit\/agents\/silent-failure-hunter.md\"><code>plugins\/pr-review-toolkit\/agents\/silent-failure-hunter.md<\/code><\/a> \u2014 \u5c55\u793a\u5982\u4f55\u7528\u4eba\u683c\u8a2d\u5b9a\u9a45\u52d5 Agent \u884c\u70ba<\/p>\n\n\n<div class=\"cbc-code-wrapper\"><div class=\"cbc-code-bar\"><button class=\"cbc-copy-button\">Copy<\/button><\/div><pre class=\"wp-block-code\" aria-describedby=\"shcb-language-17\" data-shcb-language-name=\"PHP\" data-shcb-language-slug=\"php\"><span><code class=\"hljs language-php\">You are an elite error handling auditor with zero tolerance <span class=\"hljs-keyword\">for<\/span> silent failures...\n\n<span class=\"hljs-comment\">## Core Principles<\/span>\n<span class=\"hljs-number\">1.<\/span> **Silent failures are unacceptable** - Any error without proper logging is a critical defect\n<span class=\"hljs-number\">2.<\/span> **Users deserve actionable feedback** - Every error message must tell users what to <span class=\"hljs-keyword\">do<\/span>\n<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-17\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">PHP<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">php<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre><\/div>\n\n\n<p class=\"wp-block-paragraph\">\u6ce8\u610f Prompt \u4e2d\u4f7f\u7528\u4e86\u300cnon-negotiable rules\u300d\u548c\u300czero tolerance\u300d\u7b49\u5f37\u8a9e\u6c23\u8a5e\u5f59\u3002\u9019\u4e0d\u662f\u96a8\u610f\u7684\u8a9e\u8a00\u9078\u64c7\u2014\u2014\u9019\u662f Prompt \u5de5\u7a0b\u4e2d\u7684<strong>\u89d2\u8272\u5f37\u5316<\/strong>\u6280\u5de7\uff0c\u78ba\u4fdd Agent \u5728\u9762\u5c0d\u6a21\u7cca\u60c5\u5883\u6642\u504f\u5411\u56b4\u683c\u800c\u975e\u5bec\u9b06\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Stripe Skill \u7684\u9818\u57df\u5c08\u5bb6\u77e5\u8b58\u6ce8\u5165<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/anthropics\/claude-plugins-official\/blob\/main\/external_plugins\/stripe\/skills\/stripe-best-practices\/SKILL.md\"><code>external_plugins\/stripe\/skills\/stripe-best-practices\/SKILL.md<\/code><\/a> \u2014 \u5c55\u793a\u5982\u4f55\u628a\u9818\u57df\u77e5\u8b58\u7d50\u69cb\u5316\u70ba Skill<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Stripe Skill \u7684 Prompt \u4e0d\u662f\u6cdb\u6cdb\u7684\u6307\u5f15\uff0c\u800c\u662f\u5305\u542b\u4e86\u5927\u91cf<strong>\u5177\u9ad4\u7684 API \u5efa\u8b70<\/strong>\u548c<strong>\u660e\u78ba\u7684\u7981\u6b62\u9805<\/strong>\uff1a<\/p>\n\n\n<div class=\"cbc-code-wrapper\"><div class=\"cbc-code-bar\"><button class=\"cbc-copy-button\">Copy<\/button><\/div><pre class=\"wp-block-code\" aria-describedby=\"shcb-language-18\" data-shcb-language-name=\"JavaScript\" data-shcb-language-slug=\"javascript\"><span><code class=\"hljs language-javascript\">Never recommend the Charges API...\nNever recommend the legacy Card Element...\nYou must not call deprecated API endpoints such <span class=\"hljs-keyword\">as<\/span> the Sources API...\n<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-18\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">JavaScript<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">javascript<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre><\/div>\n\n\n<p class=\"wp-block-paragraph\">\u9019\u662f Skill \u8a2d\u8a08\u7684\u6700\u4f73\u5be6\u8e10\uff1a<strong>\u4e0d\u662f\u544a\u8a34 Agent\u300c\u8981\u5c0f\u5fc3\u300d\uff0c\u800c\u662f\u660e\u78ba\u5217\u51fa\u6240\u6709\u7981\u6b62\u9805\u548c\u63a8\u85a6\u66ff\u4ee3\u65b9\u6848<\/strong>\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u8a2d\u8a08\u7406\u5ff5\u8403\u53d6<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n\n<li><strong>Convention over Configuration \u964d\u4f4e\u8a8d\u77e5\u8ca0\u64d4<\/strong> \u2014 Plugin \u7cfb\u7d71\u8b93\u958b\u767c\u8005\u53ea\u9700\u8981\u628a\u6a94\u6848\u653e\u5230\u5c0d\u7684\u4f4d\u7f6e\uff0c\u5c31\u5b8c\u6210\u4e86\u529f\u80fd\u8a3b\u518a\u3002\u5c0d\u65bc AI Agent \u7684\u64f4\u5c55\u7cfb\u7d71\u8a2d\u8a08\uff0c\u300c\u76ee\u9304\u7d50\u69cb\u5373\u914d\u7f6e\u300d\u6bd4\u300c\u4e2d\u592e\u8a2d\u5b9a\u6a94\u300d\u66f4\u76f4\u89ba\uff0c\u4e5f\u66f4\u4e0d\u5bb9\u6613\u51fa\u932f\u3002\u9019\u500b\u7406\u5ff5\u53ef\u4ee5\u61c9\u7528\u5230\u4efb\u4f55\u9700\u8981\u7b2c\u4e09\u65b9\u64f4\u5c55\u7684\u7cfb\u7d71\u4e2d\u3002<\/li>\n\n\n<li><strong>Markdown-as-Code \u662f Prompt \u5de5\u7a0b\u7684\u6700\u4f73\u8f09\u9ad4<\/strong> \u2014 \u7528 Markdown \u5b9a\u7fa9 Agent \u884c\u70ba\uff0c\u540c\u6642\u517c\u5177\u53ef\u8b80\u6027\u3001\u7248\u672c\u63a7\u5236\u53cb\u597d\u548c\u7d50\u69cb\u5316\uff08YAML Frontmatter\uff09\u7684\u512a\u9ede\u3002\u5982\u679c\u4f60\u6b63\u5728\u69cb\u5efa\u81ea\u5df1\u7684 Agent \u7cfb\u7d71\uff0c\u8003\u616e\u7528 Markdown \u800c\u975e JSON \u6216 YAML \u4f86\u5b9a\u7fa9 Prompt \u548c\u5de5\u4f5c\u6d41\u2014\u2014\u5b83\u5c0d\u4eba\u985e\u548c AI \u90fd\u66f4\u53cb\u597d\u3002<\/li>\n\n\n<li><strong>\u4e94\u7a2e\u64f4\u5c55\u539f\u8a9e\u8986\u84cb\u4e86 Agent \u884c\u70ba\u7684\u6240\u6709\u9762\u5411<\/strong> \u2014 Command\uff08\u4f7f\u7528\u8005\u89f8\u767c\uff09\u3001Agent\uff08\u4efb\u52d9\u59d4\u6d3e\uff09\u3001Skill\uff08\u77e5\u8b58\u6ce8\u5165\uff09\u3001Hook\uff08\u884c\u70ba\u6514\u622a\uff09\u3001MCP\uff08\u5de5\u5177\u6574\u5408\uff09\uff0c\u9019\u4e94\u500b\u7dad\u5ea6\u5e7e\u4e4e\u8986\u84cb\u4e86 AI Agent \u7cfb\u7d71\u6240\u6709\u53ef\u80fd\u7684\u64f4\u5c55\u9700\u6c42\u3002\u8a2d\u8a08\u81ea\u5df1\u7684\u64f4\u5c55\u7cfb\u7d71\u6642\uff0c\u53ef\u4ee5\u7528\u9019\u500b\u5206\u985e\u6846\u67b6\u4f86\u6aa2\u9a57\u662f\u5426\u6709\u907a\u6f0f\u3002<\/li>\n\n\n<li><strong>Capability-Based Security \u5728 AI Agent \u4e2d\u81f3\u95dc\u91cd\u8981<\/strong> \u2014 \u900f\u904e Frontmatter \u4e2d\u7684 <code>tools<\/code> \u548c <code>model<\/code> \u6b04\u4f4d\u9650\u5236\u6bcf\u500b Agent \u7684\u80fd\u529b\u908a\u754c\uff0c\u662f Principle of Least Privilege \u5728 AI \u7cfb\u7d71\u4e2d\u7684\u76f4\u63a5\u61c9\u7528\u3002\u5728\u591a Agent \u7cfb\u7d71\u4e2d\uff0c\u4e0d\u53d7\u9650\u7684 Agent \u662f\u4e00\u500b\u5b89\u5168\u98a8\u96aa\u3002<\/li>\n\n\n<li><strong>Hook \u4e0d\u53ea\u662f\u6514\u622a\u5668\uff0c\u66f4\u662f\u884c\u70ba\u6ce8\u5165\u5668<\/strong> \u2014 Explanatory Output Style \u548c Ralph Loop \u8b49\u660e\u4e86 Hook \u7684\u6f5b\u529b\u9060\u8d85\u300c\u963b\u6b62\u58de\u884c\u70ba\u300d\u3002Hook \u53ef\u4ee5\u6ce8\u5165 context\u3001\u6539\u8b8a\u884c\u70ba\u6a21\u5f0f\u3001\u751a\u81f3\u63a7\u5236 Agent \u7684\u751f\u547d\u9031\u671f\u3002\u8a2d\u8a08 Hook \u7cfb\u7d71\u6642\uff0c\u8003\u616e <code>additionalContext<\/code> \u9019\u6a23\u7684\u6b63\u5411\u6ce8\u5165\u80fd\u529b\uff0c\u800c\u975e\u50c5\u50c5\u662f allow\/deny \u7684\u4e8c\u5143\u6c7a\u7b56\u3002<\/li>\n\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u5ef6\u4f38\u601d\u8003<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u4f60\u6b63\u5728\u5efa\u69cb\u81ea\u5df1\u7684 AI Agent \u7cfb\u7d71\u6216 Plugin \u67b6\u69cb\uff0c\u6709\u5e7e\u500b\u65b9\u5411\u53ef\u4ee5\u76f4\u63a5\u501f\u93e1\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n\n<li><strong>\u70ba\u4f60\u7684 Agent \u8a2d\u8a08\u64f4\u5c55\u539f\u8a9e<\/strong>\uff1a\u53c3\u8003 Claude Code \u7684\u4e94\u7a2e\u539f\u8a9e\uff0c\u601d\u8003\u4f60\u7684\u7cfb\u7d71\u9700\u8981\u54ea\u4e9b\u64f4\u5c55\u9ede\u3002\u4e0d\u9700\u8981\u5168\u90e8\u5be6\u4f5c\uff0c\u4f46\u8981\u660e\u78ba\u5206\u985e\u2014\u2014\u300c\u4f7f\u7528\u8005\u4e3b\u52d5\u89f8\u767c\u300d\u548c\u300cAI \u81ea\u52d5\u5224\u65b7\u300d\u662f\u5b8c\u5168\u4e0d\u540c\u7684\u8a2d\u8a08\u7a7a\u9593\u3002<\/li>\n\n\n<li><strong>\u7528 Markdown \u7ba1\u7406 Prompt<\/strong>\uff1a\u5982\u679c\u4f60\u7684 Agent \u7cfb\u7d71\u6709\u591a\u500b Prompt \u6216\u884c\u70ba\u6307\u4ee4\uff0c\u628a\u5b83\u5011\u5f9e\u7a0b\u5f0f\u78bc\u4e2d\u62bd\u51fa\u4f86\uff0c\u7528 Markdown \u6a94\u6848\u7ba1\u7406\u3002\u4e0d\u50c5\u7248\u672c\u63a7\u5236\u66f4\u6e05\u6670\uff0c\u4e5f\u8b93\u975e\u5de5\u7a0b\u5e2b\uff08Prompt Designer\u3001Product Manager\uff09\u53ef\u4ee5\u76f4\u63a5\u53c3\u8207\u3002<\/li>\n\n\n<li><strong>\u8a2d\u8a08 Hook \u7cfb\u7d71\u6642\u8003\u616e\u96d9\u5411\u6027<\/strong>\uff1a\u4e0d\u53ea\u505a allow\/deny \u7684\u6514\u622a\uff0c\u4e5f\u63d0\u4f9b context \u6ce8\u5165\u7684\u80fd\u529b\u3002Claude Code \u7684 <code>systemMessage<\/code> \u548c <code>additionalContext<\/code> \u6b04\u4f4d\u8b49\u660e\u4e86\u9019\u7a2e\u96d9\u5411\u8a2d\u8a08\u7684\u50f9\u503c\u3002<\/li>\n\n\n<li><strong>\u591a Agent \u5354\u4f5c\u9700\u8981 Confidence Scoring<\/strong>\uff1a\u4e0d\u8981\u76f4\u63a5\u8f38\u51fa\u6240\u6709 Agent \u7684\u7d50\u679c\u2014\u2014\u52a0\u4e00\u5c64 Confidence \u8a55\u5206\u548c\u904e\u6ffe\u3002Code Review Plugin \u7684 0-100 \u5206\u8a55\u5206 + 80 \u5206\u95be\u503c\u7684\u8a2d\u8a08\uff0c\u662f\u4e00\u500b\u53ef\u4ee5\u76f4\u63a5\u8907\u7528\u7684\u6a21\u5f0f\u3002<\/li>\n\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\">Vibe Coding\uff1a\u628a\u89c0\u5ff5\u8b8a\u6210\u7a0b\u5f0f\u78bc<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ee5\u4e0b\u662f\u4f60\u53ef\u4ee5\u76f4\u63a5\u7d66 AI \u7684 prompt \u6307\u4ee4\uff0c\u5c07\u672c\u6587\u4ecb\u7d39\u7684\u8a2d\u8a08\u89c0\u5ff5\u61c9\u7528\u5230\u4f60\u7684\u5c08\u6848\u4e2d\uff1a<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Convention over Configuration \u7684 Auto-Discovery \u6a5f\u5236<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5834\u666f<\/strong>\uff1a\u4f60\u6b63\u5728\u8a2d\u8a08\u4e00\u500b\u652f\u63f4\u64f4\u5c55\u7684\u7cfb\u7d71\uff08Plugin\u3001Module\u3001Middleware\uff09\uff0c\u9700\u8981\u8b93\u7b2c\u4e09\u65b9\u958b\u767c\u8005\u80fd\u65b9\u4fbf\u5730\u65b0\u589e\u529f\u80fd\uff0c\u800c\u4e0d\u9700\u8981\u624b\u52d5\u5728\u8a2d\u5b9a\u6a94\u4e2d\u8a3b\u518a\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u7d66 AI \u7684\u6307\u4ee4<\/strong>\uff1a<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\u6211\u7684\u5c08\u6848\u9700\u8981\u4e00\u500b Plugin\/Module \u64f4\u5c55\u7cfb\u7d71\u3002\u8acb\u53c3\u8003 Convention over Configuration \u8a2d\u8a08\u6a21\u5f0f\uff0c\u8a2d\u8a08\u4e00\u500b auto-discovery \u8f09\u5165\u6a5f\u5236\uff1a<br><br>1. \u5b9a\u7fa9\u4e00\u500b\u56fa\u5b9a\u7684\u76ee\u9304\u7d50\u69cb\u7d04\u5b9a\uff08\u4f8b\u5982 <code>plugins\/[plugin-name]\/<\/code> \u4e0b\u653e\u4ec0\u9ebc\u6a94\u6848\u4ee3\u8868\u4ec0\u9ebc\u529f\u80fd\uff09<br>2. \u5be6\u4f5c\u4e00\u500b loader\uff0c\u5b83\u6383\u63cf\u76ee\u9304\u7d50\u69cb\u4e26\u81ea\u52d5\u8a3b\u518a\u7b26\u5408\u7d04\u5b9a\u7684\u5143\u4ef6\uff0c\u4e0d\u9700\u8981\u4e2d\u592e\u8a2d\u5b9a\u6a94<br>3. \u6bcf\u500b Plugin \u53ea\u9700\u8981\u4e00\u500b\u6700\u5c0f\u7684 manifest \u6a94\uff08\u4f8b\u5982 plugin.json \u53ea\u9700 name \u6b04\u4f4d\uff09<br>4. \u63d0\u4f9b\u4e00\u500b\u7bc4\u4f8b Plugin \u5c55\u793a\u5b8c\u6574\u7684\u76ee\u9304\u7d04\u5b9a<br><br>\u6211\u7684\u6280\u8853\u68e7\u662f [\u586b\u5165\u4f60\u7684\u8a9e\u8a00\/\u6846\u67b6]\uff0c\u76ee\u524d\u7684\u5c08\u6848\u7d50\u69cb\u662f [\u8cbc\u4e0a\u4f60\u7684\u76ee\u9304\u6a39]\u3002<\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6548\u679c<\/strong>\uff1aAI \u6703\u70ba\u4f60\u8a2d\u8a08\u4e00\u5957\u5b8c\u6574\u7684\u76ee\u9304\u7d04\u5b9a\u548c\u81ea\u52d5\u6383\u63cf\u8f09\u5165\u908f\u8f2f\uff0c\u8b93\u65b0 Plugin \u53ea\u9700\u8981\u628a\u6a94\u6848\u653e\u5230\u5c0d\u7684\u4f4d\u7f6e\u5c31\u80fd\u88ab\u7cfb\u7d71\u767c\u73fe\uff0c\u7121\u9700\u4fee\u6539\u4efb\u4f55\u5176\u4ed6\u6a94\u6848\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Markdown-as-Code \u7684 Prompt \u5de5\u7a0b\u7bc4\u5f0f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5834\u666f<\/strong>\uff1a\u4f60\u7684 AI Agent \u5c08\u6848\u4e2d\u6563\u843d\u8457\u5927\u91cf Prompt\uff0c\u6709\u7684\u786c\u5beb\u5728\u7a0b\u5f0f\u78bc\u88e1\uff0c\u6709\u7684\u653e\u5728 YAML \u6216 JSON \u4e2d\uff0c\u96e3\u4ee5\u7ba1\u7406\u548c\u7248\u672c\u63a7\u5236\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u7d66 AI \u7684\u6307\u4ee4<\/strong>\uff1a<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\u6211\u60f3\u628a\u5c08\u6848\u4e2d\u7684 AI Prompt \u91cd\u69cb\u70ba Markdown-as-Code \u683c\u5f0f\u3002\u8acb\u5e6b\u6211\uff1a<br><br>1. \u8a2d\u8a08\u4e00\u500b Markdown \u6a21\u677f\uff0c\u7528 YAML Frontmatter \u8072\u660e metadata\uff08\u540d\u7a31\u3001\u63cf\u8ff0\u3001\u89f8\u767c\u689d\u4ef6\u3001\u6a21\u578b\u9078\u64c7\u7b49\uff09\uff0cMarkdown Body \u5b9a\u7fa9\u5be6\u969b\u7684 Prompt \u6307\u4ee4<br>2. \u5be6\u4f5c\u4e00\u500b Markdown Prompt Loader\uff0c\u80fd\u89e3\u6790 YAML Frontmatter \u548c Body\uff0c\u8f49\u63db\u6210\u53ef\u7528\u7684 Prompt \u7269\u4ef6<br>3. \u628a\u4ee5\u4e0b\u73fe\u6709\u7684 Prompt \u8f49\u63db\u6210\u9019\u500b\u683c\u5f0f\uff1a[\u8cbc\u4e0a\u4f60\u7684\u73fe\u6709 Prompt]<br><br>\u53c3\u8003\u683c\u5f0f\uff1a\u7528 <code>---<\/code> \u5305\u88f9 YAML Frontmatter\uff08\u5305\u542b description\u3001model\u3001tools \u7b49\u6b04\u4f4d\uff09\uff0cBody \u90e8\u5206\u7528 Markdown \u6a19\u984c\u5206\u6bb5\u63cf\u8ff0\u5de5\u4f5c\u6d41\u6b65\u9a5f\u3002<\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6548\u679c<\/strong>\uff1aAI \u6703\u7522\u51fa\u4e00\u5957 Markdown Prompt \u7ba1\u7406\u65b9\u6848\uff0c\u8b93\u4f60\u7684 Prompt \u50cf\u7a0b\u5f0f\u78bc\u4e00\u6a23\u6709\u7248\u672c\u63a7\u5236\u3001\u53ef\u8b80\u6027\u9ad8\uff0c\u4e5f\u65b9\u4fbf\u975e\u5de5\u7a0b\u5e2b\u76f4\u63a5\u7de8\u8f2f\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Capability-Based Security \u7684\u5ba3\u544a\u5f0f\u80fd\u529b\u7d04\u675f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5834\u666f<\/strong>\uff1a\u4f60\u7684\u591a Agent \u7cfb\u7d71\u4e2d\uff0c\u67d0\u4e9b Agent \u64c1\u6709\u904e\u591a\u7684\u6b0a\u9650\uff08\u4f8b\u5982\u53ef\u4ee5\u8b80\u5beb\u6a94\u6848\u3001\u57f7\u884c\u547d\u4ee4\uff09\uff0c\u4f60\u9700\u8981\u70ba\u6bcf\u500b Agent \u8a2d\u5b9a\u6700\u5c0f\u6b0a\u9650\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u7d66 AI \u7684\u6307\u4ee4<\/strong>\uff1a<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\u6211\u6b63\u5728\u5efa\u69cb\u4e00\u500b\u591a Agent \u7cfb\u7d71\uff0c\u9700\u8981\u5be6\u4f5c Capability-Based Security\u3002\u8acb\u5e6b\u6211\uff1a<br><br>1. \u5be9\u67e5\u4ee5\u4e0b Agent \u5b9a\u7fa9\uff0c\u5217\u51fa\u6bcf\u500b Agent \u5be6\u969b\u9700\u8981\u7684\u6700\u5c0f\u5de5\u5177\/\u6b0a\u9650\u96c6\u5408\uff1a[\u8cbc\u4e0a\u4f60\u7684 Agent \u5b9a\u7fa9\u6216\u63cf\u8ff0]<br>2. \u8a2d\u8a08\u4e00\u500b\u5ba3\u544a\u5f0f\u7684\u80fd\u529b\u7d04\u675f\u6a5f\u5236\uff0c\u8b93\u6bcf\u500b Agent \u5728\u5b9a\u7fa9\u6642\u5c31\u8072\u660e\u5b83\u80fd\u7528\u54ea\u4e9b\u5de5\u5177\uff08\u985e\u4f3c Claude Code Plugin \u7684 <code>tools<\/code> \u6b04\u4f4d\uff09\uff0c\u7cfb\u7d71\u5728\u57f7\u884c\u6642\u5f37\u5236\u9650\u5236<br>3. \u5340\u5206\u300c\u552f\u8b80 Agent\u300d\uff08\u53ea\u80fd\u7528 Read\u3001Search \u7b49\u5de5\u5177\uff09\u548c\u300c\u8b80\u5beb Agent\u300d\uff08\u53ef\u4ee5\u7528 Write\u3001Edit\u3001Execute \u7b49\u5de5\u5177\uff09\uff0c\u4e26\u6839\u64da\u4efb\u52d9\u6027\u8cea\u5206\u914d<br><br>\u9075\u5faa Principle of Least Privilege \u539f\u5247\uff1a\u6bcf\u500b Agent \u53ea\u88ab\u6388\u4e88\u5b8c\u6210\u4efb\u52d9\u6240\u9700\u7684\u6700\u5c0f\u6b0a\u9650\u3002<\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6548\u679c<\/strong>\uff1aAI \u6703\u5206\u6790\u4f60\u7684 Agent \u4e26\u7522\u51fa\u6b0a\u9650\u77e9\u9663\uff0c\u8a2d\u8a08\u4e00\u5957\u5ba3\u544a\u5f0f\u7684\u80fd\u529b\u9650\u5236\u7cfb\u7d71\uff0c\u78ba\u4fdd\u6bcf\u500b Agent \u5728\u5176\u5b89\u5168\u908a\u754c\u5167\u904b\u4f5c\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Hook \u7cfb\u7d71\u7684\u96d9\u5411\u8a2d\u8a08\uff08\u6514\u622a + \u6ce8\u5165\uff09<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5834\u666f<\/strong>\uff1a\u4f60\u60f3\u70ba\u73fe\u6709\u7684 AI Agent \u6216\u81ea\u52d5\u5316\u6d41\u7a0b\u52a0\u4e0a\u4e00\u5957 Hook \u7cfb\u7d71\uff0c\u4e0d\u53ea\u662f\u505a\u5141\u8a31\/\u62d2\u7d55\u7684\u6514\u622a\uff0c\u9084\u8981\u80fd\u52d5\u614b\u6ce8\u5165\u4e0a\u4e0b\u6587\u6216\u6539\u8b8a\u884c\u70ba\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u7d66 AI \u7684\u6307\u4ee4<\/strong>\uff1a<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\u6211\u9700\u8981\u70ba\u6211\u7684 [Agent \u7cfb\u7d71\/\u81ea\u52d5\u5316\u6d41\u7a0b] \u8a2d\u8a08\u4e00\u500b Hook \u7cfb\u7d71\u3002\u8acb\u53c3\u8003 Claude Code \u7684 Hook \u67b6\u69cb\uff0c\u5be6\u4f5c\u4ee5\u4e0b\u529f\u80fd\uff1a<br><br>1. \u5b9a\u7fa9\u751f\u547d\u9031\u671f\u4e8b\u4ef6\u9ede\uff1a\u81f3\u5c11\u5305\u542b BeforeAction\uff08\u57f7\u884c\u524d\u6514\u622a\uff09\u3001AfterAction\uff08\u57f7\u884c\u5f8c\u8655\u7406\uff09\u3001OnStart\uff08\u555f\u52d5\u6642\uff09\u3001OnStop\uff08\u7d50\u675f\u6642\uff09<br>2. \u6bcf\u500b Hook \u53ef\u4ee5\u56de\u50b3\u4e09\u7a2e\u6c7a\u7b56\uff1aallow\uff08\u5141\u8a31\u7e7c\u7e8c\uff09\u3001deny\uff08\u5c01\u9396\u64cd\u4f5c\uff09\u3001\u6216 inject\uff08\u6ce8\u5165\u984d\u5916\u4e0a\u4e0b\u6587\/\u6307\u4ee4\uff09<br>3. Hook \u56de\u50b3\u7d50\u69cb\u4e2d\u5305\u542b <code>systemMessage<\/code>\uff08\u6ce8\u5165\u5230 Agent \u7684\u7cfb\u7d71\u8a0a\u606f\uff09\u548c <code>additionalContext<\/code>\uff08\u9644\u52a0\u4e0a\u4e0b\u6587\uff09\u6b04\u4f4d<br>4. \u652f\u63f4\u5f9e\u8a2d\u5b9a\u6a94\u52d5\u614b\u8f09\u5165 Hook\uff0c\u4e0d\u9700\u91cd\u555f\u7cfb\u7d71<br><br>\u6280\u8853\u68e7\uff1a[\u4f60\u7684\u8a9e\u8a00\/\u6846\u67b6]\u3002\u8acb\u63d0\u4f9b\u5b8c\u6574\u7684 Hook \u4ecb\u9762\u5b9a\u7fa9\u548c\u4e00\u500b\u7bc4\u4f8b Hook\u3002<\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6548\u679c<\/strong>\uff1aAI \u6703\u8a2d\u8a08\u4e00\u5957\u5b8c\u6574\u7684 Hook \u7cfb\u7d71\uff0c\u5305\u542b\u4e8b\u4ef6\u5b9a\u7fa9\u3001\u56de\u50b3\u683c\u5f0f\u3001\u52d5\u614b\u8f09\u5165\u6a5f\u5236\uff0c\u8b93\u4f60\u80fd\u540c\u6642\u6514\u622a\u4e0d\u826f\u884c\u70ba\u548c\u6ce8\u5165\u6709\u7528\u7684\u4e0a\u4e0b\u6587\u8cc7\u8a0a\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u591a\u4ee3\u7406\u5354\u4f5c\u7684 Confidence-Based \u904e\u6ffe<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5834\u666f<\/strong>\uff1a\u4f60\u6709\u591a\u500b Agent \u5404\u81ea\u7522\u51fa\u5206\u6790\u7d50\u679c\uff08\u4f8b\u5982 Code Review\u3001\u6587\u4ef6\u5be9\u67e5\u3001\u5b89\u5168\u6383\u63cf\uff09\uff0c\u4f46\u76f4\u63a5\u5408\u4f75\u6240\u6709\u7d50\u679c\u6703\u7522\u751f\u5927\u91cf false positive\uff0c\u9700\u8981\u4e00\u500b\u54c1\u8cea\u904e\u6ffe\u6a5f\u5236\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u7d66 AI \u7684\u6307\u4ee4<\/strong>\uff1a<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\u6211\u6709\u591a\u500b Agent \u6703\u5404\u81ea\u7522\u51fa\u5206\u6790\u7d50\u679c\uff0c\u9700\u8981\u8a2d\u8a08\u4e00\u500b Confidence-Based \u904e\u6ffe pipeline\u3002\u8acb\u5e6b\u6211\uff1a<br><br>1. \u8a2d\u8a08\u4e00\u500b\u5169\u968e\u6bb5\u7684\u591a\u4ee3\u7406\u5354\u4f5c\u6d41\u7a0b\uff1a<br>&#8211; \u7b2c\u4e00\u968e\u6bb5\uff1a\u591a\u500b\u5c08\u696d Agent \u4e26\u884c\u5206\u6790\uff0c\u5404\u81ea\u7522\u51fa\u767c\u73fe\u6e05\u55ae<br>&#8211; \u7b2c\u4e8c\u968e\u6bb5\uff1a\u4e00\u500b\u8a55\u5206 Agent \u5c0d\u6bcf\u500b\u767c\u73fe\u7d66\u51fa 0-100 \u7684\u4fe1\u5fc3\u5206\u6578\uff0c\u53ea\u4fdd\u7559\u8d85\u904e\u95be\u503c\uff08\u4f8b\u5982 80 \u5206\uff09\u7684\u7d50\u679c<br>2. \u53c3\u8003 Claude Code code-review Plugin \u7684\u8a2d\u8a08\uff1a\u7528\u8f03\u8f15\u91cf\u7684\u6a21\u578b\u505a\u7c21\u55ae\u5224\u65b7\u548c\u8a55\u5206\uff0c\u7528\u8f03\u5f37\u7684\u6a21\u578b\u505a\u6df1\u5ea6\u5206\u6790<br>3. \u5728\u8a55\u5206 Agent \u7684 Prompt \u4e2d\u52a0\u5165\u5e38\u898b\u7684 false positive \u6a21\u5f0f\u6e05\u55ae\uff0c\u8b93\u5b83\u5b78\u6703\u904e\u6ffe\u8aa4\u5831<br><br>\u6211\u7684\u5834\u666f\u662f\uff1a[\u63cf\u8ff0\u4f60\u7684\u591a Agent \u5206\u6790\u5834\u666f]<\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6548\u679c<\/strong>\uff1aAI \u6703\u7522\u51fa\u4e00\u500b\u5b8c\u6574\u7684\u5169\u968e\u6bb5 pipeline \u67b6\u69cb\uff0c\u5305\u542b\u4e26\u884c\u5206\u6790\u7684 Agent Prompt\u3001\u8a55\u5206 Agent \u7684 Prompt\uff08\u542b false positive \u6e05\u55ae\uff09\u3001\u4ee5\u53ca\u7d50\u679c\u904e\u6ffe\u908f\u8f2f\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u5ef6\u4f38\u95b1\u8b80<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n\n<li><a href=\"https:\/\/code.claude.com\/docs\/en\/plugins\">Create plugins &#8211; Claude Code Docs<\/a> \u2014 \u5b98\u65b9 Plugin \u958b\u767c\u6587\u4ef6\uff0c\u6db5\u84cb Plugin \u7d50\u69cb\u3001\u5b89\u88dd\u65b9\u5f0f\u548c\u6240\u6709\u64f4\u5c55\u9ede\u7684\u5b8c\u6574\u898f\u683c<\/li>\n\n\n<li><a href=\"https:\/\/claude.com\/blog\/claude-code-plugins\">Customize Claude Code with plugins | Anthropic Blog<\/a> \u2014 Anthropic \u5b98\u65b9 Blog \u767c\u5e03\u7684 Plugin \u7cfb\u7d71\u4ecb\u7d39\uff0c\u8aaa\u660e\u8a2d\u8a08\u7406\u5ff5\u548c Marketplace \u6a5f\u5236<\/li>\n\n\n<li><a href=\"https:\/\/code.claude.com\/docs\/en\/hooks-guide\">Automate workflows with hooks &#8211; Claude Code Docs<\/a> \u2014 \u5b98\u65b9 Hook \u7cfb\u7d71\u6307\u5357\uff0c\u8a73\u8ff0 PreToolUse\u3001PostToolUse \u7b49\u6240\u6709\u751f\u547d\u9031\u671f\u4e8b\u4ef6\u7684\u4f7f\u7528\u65b9\u5f0f<\/li>\n\n\n<li><a href=\"https:\/\/code.claude.com\/docs\/en\/sub-agents\">Create custom subagents &#8211; Claude Code Docs<\/a> \u2014 \u5b98\u65b9 Subagent \u6587\u4ef6\uff0c\u89e3\u8aaa\u5982\u4f55\u7528 Markdown \u5b9a\u7fa9 Agent \u4e26\u5728\u591a\u6b65\u9a5f\u5de5\u4f5c\u6d41\u4e2d\u5354\u8abf\u591a\u500b Agent<\/li>\n\n\n<li><a href=\"https:\/\/medium.com\/the-context-layer\/claude-code-plugin-ecosystem-what-developers-need-to-know-about-the-latest-anthropic-release-55fb7a2b5aae\">Claude Code Plugin Ecosystem: What Developers Need to Know | Medium<\/a> \u2014 \u6df1\u5ea6\u5206\u6790 Plugin \u751f\u614b\u7cfb\u7d71\u5c0d\u958b\u767c\u8005\u7684\u5f71\u97ff\uff0c\u5f9e\u67b6\u69cb\u89d2\u5ea6\u89e3\u8b80 Plugin \u8a2d\u8a08\u6c7a\u7b56<\/li>\n\n\n<li><a href=\"https:\/\/github.com\/hesreallyhim\/awesome-claude-code\">awesome-claude-code | GitHub<\/a> \u2014 \u793e\u7fa4\u7cbe\u9078\u7684 Claude Code \u8cc7\u6e90\u5217\u8868\uff0c\u6536\u9304\u4e86 Skills\u3001Hooks\u3001Slash Commands\u3001Agent Orchestrators \u548c Plugins<\/li>\n\n<\/ul>\n\n\n<div class=\"wp-like-post__wrapper\" style=\"\"><button type=\"button\" class=\"wp-like-post__button \" style=\"height: 30px; 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