{"id":1490,"date":"2026-07-30T17:06:35","date_gmt":"2026-07-30T09:06:35","guid":{"rendered":"https:\/\/www.tgwttt.xyz\/?p=1490"},"modified":"2026-07-30T17:06:35","modified_gmt":"2026-07-30T09:06:35","slug":"ai-coding-%e5%ae%9e%e8%b7%b5%e5%bf%83%e5%be%97","status":"publish","type":"post","link":"https:\/\/www.tgwttt.xyz\/?p=1490","title":{"rendered":"AI Coding \u5b9e\u8df5\u5fc3\u5f97"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u5728\u4e0a\u7bc7\u6587\u7ae0\u6211\u4ecb\u7ecd\u4e86openspec\uff0c\u8fd9\u7bc7\u6587\u7ae0\u6211\u60f3\u518d\u5411\u5927\u5bb6\u5206\u4eab\u4e00\u4e0b\u6211\u7684\u4e00\u4e9b\u5fc3\u5f97\u548c\u5c0f\u6280\u5de7<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4eca\u5929\u6211\u5411\u5927\u5bb6\u4ecb\u7ecd\u7684\u662fmattpocock\/skills \u6280\u80fd\u5e93<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e00\u3001\u524d\u8a00\uff1aAI \u7f16\u7a0b\u7684\u75db\u70b9\u4e0d\u5728\u4ee3\u7801\uff0c\u5728\u6d41\u7a0b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Claude Code\u3001Codex\u3001Cursor \u8fd9\u4e9b\u5de5\u5177\u8d8a\u6765\u8d8a\u5f3a\uff0c\u80fd\u5199\u80fd\u6539\u80fd\u91cd\u6784\u3002\u4f46\u7528\u4e45\u4e86\u4f60\u4f1a\u53d1\u73b0\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u9700\u6c42\u8fd8\u6ca1\u5bf9\u9f50\uff0cAI \u5df2\u7ecf\u567c\u91cc\u556a\u5566\u628a\u4ee3\u7801\u5199\u5b8c\u4e86\uff08\u6211\u4eec\u53ef\u4ee5\u7528openspec\uff09<\/li>\n\n\n\n<li>\u4e1a\u52a1\u672f\u8bed\u524d\u540e\u4e0d\u4e00\u81f4\uff0c\u6700\u540e\u6539\u5f97\u4e00\u5730\u9e21\u6bdb<\/li>\n\n\n\n<li>\u4fee Bug \u5168\u9760\u731c\uff0c\u6539\u5b8c\u4e5f\u4e0d\u77e5\u9053\u6839\u56e0\u662f\u4ec0\u4e48<\/li>\n\n\n\n<li>\u9879\u76ee\u8d8a\u5199\u8d8a\u4e71\uff0c\u67b6\u6784\u71b5\u589e\u8089\u773c\u53ef\u89c1<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Matt Pocock<\/strong> \u5f00\u6e90\u7684\u8fd9\u5957 <strong>Skills For Real Engineers<\/strong>\uff0c\u672c\u8d28\u4e0a\u662f\u4e00\u7ec4\u7ed9 AI Agent \u4f7f\u7528\u7684<strong>\u5de5\u7a0b\u5de5\u4f5c\u6d41\u8bf4\u660e\u4e66<\/strong>\u3002\u5b83\u4e0d\u662f&#8221;\u795e\u5947\u63d0\u793a\u8bcd\u5408\u96c6&#8221;\uff0c\u800c\u662f\u628a&#8221;\u8ffd\u95ee\u9700\u6c42 \u2192 \u6c89\u6dc0\u672f\u8bed \u2192 \u7f16\u5199 PRD \u2192 \u5782\u76f4\u5207\u7247 \u2192 TDD \u5b9e\u73b0 \u2192 \u8bca\u65ad\u5faa\u73af \u2192 \u67b6\u6784\u5ba1\u89c6&#8221;\u8fd9\u5957\u5de5\u7a0b\u5e08\u65e5\u5e38\u7eaa\u5f8b\uff0c\u7ffb\u8bd1\u6210 AI \u80fd\u542c\u61c2\u5e76\u6267\u884c\u7684\u6307\u4ee4\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e8c\u3001Skill \u5230\u5e95\u662f\u4ec0\u4e48\uff1f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u666e\u901a\u63d0\u793a\u8bcd\u548c Skill \u5316\u63d0\u793a\u8bcd\u7684\u533a\u522b\uff0c\u53ef\u4ee5\u7528\u4e00\u4e2a\u4f8b\u5b50\u8bf4\u660e\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th class=\"has-text-align-left\" data-align=\"left\">\u7c7b\u578b<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u793a\u4f8b<\/th><\/tr><\/thead><tbody><tr><td class=\"has-text-align-left\" data-align=\"left\"><strong>\u666e\u901a\u63d0\u793a\u8bcd<\/strong><\/td><td class=\"has-text-align-left\" data-align=\"left\">&#8220;\u5e2e\u6211\u4fee\u4e00\u4e0b\u8fd9\u4e2a bug&#8221;<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\"><strong>Skill \u5316\u63d0\u793a\u8bcd<\/strong><\/td><td class=\"has-text-align-left\" data-align=\"left\">&#8220;\u4f7f\u7528 <code>\/diagnose<\/code>\u3002\u5148\u5efa\u7acb\u53ef\u91cd\u590d\u8fd0\u884c\u7684\u53cd\u9988\u56de\u8def\uff0c\u518d\u590d\u73b0\uff0c\u63d0\u51fa\u53ef\u8bc1\u4f2a\u5047\u8bbe\uff0c\u7528 instrument \u9a8c\u8bc1\uff0c\u6700\u540e\u4fee\u590d\u5e76\u8865\u56de\u5f52\u6d4b\u8bd5\u3002\u4e0d\u8981\u5728\u6ca1\u6709\u8bc1\u636e\u7684\u60c5\u51b5\u4e0b\u76f4\u63a5\u6539\u4ee3\u7801\u3002&#8221;<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u5dee\u522b\u5f88\u660e\u663e\uff1a\u524d\u8005\u53ea\u8bf4<strong>\u76ee\u6807<\/strong>\uff0c\u540e\u8005\u89c4\u5b9a<strong>\u8fc7\u7a0b<\/strong>\u3002\u800c AI \u7f16\u7a0b\u6700\u5bb9\u6613\u7ffb\u8f66\u7684\u5730\u65b9\uff0c\u5f80\u5f80\u4e0d\u662f\u4e0d\u77e5\u9053\u76ee\u6807\uff0c\u800c\u662f<strong>\u8fc7\u7a0b\u592a\u968f\u610f<\/strong>\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e09\u79cd\u4f7f\u7528\u65b9\u5f0f<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th class=\"has-text-align-left\" data-align=\"left\">\u7528\u6cd5<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u9002\u5408\u5de5\u5177<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u793a\u4f8b<\/th><\/tr><\/thead><tbody><tr><td class=\"has-text-align-left\" data-align=\"left\"><strong>\u5b89\u88c5\u6210 slash command<\/strong><\/td><td class=\"has-text-align-left\" data-align=\"left\">Claude Code\u3001Codex<\/td><td class=\"has-text-align-left\" data-align=\"left\"><code>\/tdd<\/code>\u3001<code>\/diagnose<\/code>\u3001<code>\/grill-with-docs<\/code><\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\"><strong>\u6539\u5199\u6210\u9879\u76ee\u89c4\u5219<\/strong><\/td><td class=\"has-text-align-left\" data-align=\"left\">Cursor<\/td><td class=\"has-text-align-left\" data-align=\"left\"><code>.cursor\/rules\/diagnose.mdc<\/code><\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\"><strong class=\"\">\u5f53\u4f5c\u5bf9\u8bdd\u6d41\u7a0b\u624b\u52a8\u63d0\u793a<\/strong><\/td><td class=\"has-text-align-left\" data-align=\"left\">\u4efb\u610f LLM<\/td><td class=\"has-text-align-left\" data-align=\"left\">&#8220;\u8bf7\u6309 grill-me \u7684\u65b9\u5f0f\u5148\u8ffd\u95ee\u6211\uff0c\u4e0d\u8981\u76f4\u63a5\u7ed9\u65b9\u6848&#8221;<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u6240\u4ee5\uff0c\u5373\u4f7f\u4f60\u4e0d\u7528 Claude Code\uff0c\u4e5f\u80fd\u5b66\u8fd9\u5957\u65b9\u6cd5\u3002\u5173\u952e\u4e0d\u662f\u659c\u6760\u547d\u4ee4\uff0c\u800c\u662f<strong>\u628a\u8fd9\u4e9b\u6d41\u7a0b\u878d\u5165\u4f60\u548c LLM \u7684\u5bf9\u8bdd<\/strong>\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e09\u3001\u6838\u5fc3\u5de5\u7a0b\u6280\u80fd\u8be6\u89e3\uff08Engineering Skills\uff09<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u662f\u6700\u503c\u5f97\u8ba4\u771f\u5b66\u7684\u4e00\u7ec4\uff0c\u8986\u76d6\u771f\u5b9e\u9879\u76ee\u4e2d\u7684\u65e5\u5e38\u4ee3\u7801\u5de5\u4f5c\u3002\u63a8\u8350\u6309\u4ee5\u4e0b\u987a\u5e8f\u638c\u63e1\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">plain<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>setup-matt-pocock-skills\n  -&gt; grill-with-docs\n  -&gt; to-prd\n  -&gt; to-issues\n  -&gt; tdd\n  -&gt; diagnose\n  -&gt; zoom-out\n  -&gt; improve-codebase-architecture<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">1. setup-matt-pocock-skills\uff1a\u9879\u76ee\u521d\u59cb\u5316<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u542b\u4e49<\/strong>\uff1a\u521d\u59cb\u5316\u5f53\u524d\u4ed3\u5e93\u7684 agent \u6280\u80fd\u914d\u7f6e\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u7528\u9014<\/strong>\uff1a\u544a\u8bc9\u5176\u4ed6 Skill \u8fd9\u4e2a\u9879\u76ee\u600e\u4e48\u7ba1\u7406 issue\u3001\u6709\u54ea\u4e9b triage label\u3001\u9886\u57df\u6587\u6863\u548c ADR \u653e\u5728\u54ea\u91cc\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u4ea7\u51fa<\/strong>\uff1a<code>AGENTS.md<\/code> \u6216 <code>CLAUDE.md<\/code> \u91cc\u7684 <code>## Agent skills<\/code> \u5757\uff0c\u4ee5\u53ca <code>docs\/agents\/<\/code> \u4e0b\u7684\u914d\u7f6e\u8bf4\u660e\u3002<\/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\"><strong>\u5bf9\u8bdd\u793a\u4f8b<\/strong>\uff1a&#8221;\u4f7f\u7528 <code>\/setup-matt-pocock-skills<\/code> \u521d\u59cb\u5316\u8fd9\u4e2a\u4ed3\u5e93\u3002\u8bf7\u5148\u68c0\u67e5 AGENTS.md\u3001CLAUDE.md\u3001CONTEXT.md\u3001docs\/adr \u548c docs\/agents \u662f\u5426\u5b58\u5728\uff0c\u7136\u540e\u544a\u8bc9\u6211\u4f60\u51c6\u5907\u5199\u5165\u54ea\u4e9b\u914d\u7f6e\uff0c\u786e\u8ba4\u540e\u518d\u4fee\u6539\u6587\u4ef6\u3002&#8221;<\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">2. grill-with-docs\uff1a\u9700\u6c42\u8ffd\u95ee\u4e0e\u672f\u8bed\u5bf9\u9f50<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u542b\u4e49<\/strong>\uff1a\u5e26\u6587\u6863\u6c89\u6dc0\u80fd\u529b\u7684\u9700\u6c42\u8ffd\u95ee\u3002\u5b98\u65b9\u5b9a\u4f4d\u4e0e <code>\/grill-me<\/code> \u540c\u6e90\uff0c\u989d\u5916\u4f1a\u628a\u672f\u8bed\u548c\u67b6\u6784\u51b3\u7b56\u5199\u8fdb\u9879\u76ee\u6587\u6863\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u7528\u9014<\/strong>\uff1a\u5728\u52a8\u624b\u524d\uff0c\u8ba9 agent \u5148&#8221;\u62f7\u95ee&#8221;\u4f60\u7684\u65b9\u6848\uff0c\u627e\u51fa\u542b\u7cca\u6982\u5ff5\u3001\u8fb9\u754c\u6761\u4ef6\u3001\u547d\u540d\u4e0d\u4e00\u81f4\u548c\u67b6\u6784\u51b3\u7b56\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u9002\u5408\u573a\u666f<\/strong>\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u9700\u6c42\u8fd8\u6ca1\u8bb2\u6e05\u695a<\/li>\n\n\n\n<li>\u4e1a\u52a1\u672f\u8bed\u5bb9\u6613\u6df7\u4e71<\/li>\n\n\n\n<li>\u51c6\u5907\u6539\u4e00\u4e2a\u5df2\u6709\u7cfb\u7edf<\/li>\n\n\n\n<li>\u6539\u52a8\u4f1a\u5f71\u54cd\u6a21\u5757\u8fb9\u754c\u6216\u957f\u671f\u7ef4\u62a4<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u4ea7\u51fa<\/strong>\uff1a\u660e\u786e\u7684\u9700\u6c42\u8fb9\u754c\u3001\u7edf\u4e00\u672f\u8bed\u3001\u53ef\u80fd\u66f4\u65b0\u7684 <code>CONTEXT.md<\/code> \u548c ADR\u3002<\/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\"><strong>\u5bf9\u8bdd\u793a\u4f8b<\/strong>\uff1a&#8221;\u4f7f\u7528 <code>\/grill-with-docs<\/code>\u3002\u6211\u60f3\u7ed9\u535a\u5ba2\u589e\u52a0\u4e00\u4e2a AI \u6587\u7ae0\u4e13\u9898\u9875\u3002\u8bf7\u5148\u9605\u8bfb\u73b0\u6709\u5185\u5bb9\u7ed3\u6784\u548c\u8def\u7531\uff0c\u518d\u8ffd\u95ee\u6211\u9700\u6c42\u8fb9\u754c\u3002\u4e0d\u8981\u9a6c\u4e0a\u5199\u4ee3\u7801\u3002\u9700\u8981\u6c89\u6dc0\u7684\u672f\u8bed\u548c\u67b6\u6784\u51b3\u7b56\uff0c\u8bf7\u5efa\u8bae\u5199\u5165 CONTEXT.md \u6216 ADR\u3002&#8221;<\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">3. to-prd\uff1a\u4ece\u8ba8\u8bba\u5230\u4ea7\u54c1\u9700\u6c42\u6587\u6863<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u542b\u4e49<\/strong>\uff1a\u628a\u5df2\u7ecf\u8ba8\u8bba\u6e05\u695a\u7684\u4e0a\u4e0b\u6587\u6574\u7406\u6210 PRD\uff0c\u5e76\u53d1\u5e03\u5230\u9879\u76ee\u914d\u7f6e\u7684 issue tracker\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u7528\u9014<\/strong>\uff1a\u7efc\u5408\u53e3\u5934\u8ba8\u8bba\u3001\u804a\u5929\u8bb0\u5f55\u548c\u4ee3\u7801\u5e93\u7406\u89e3\uff0c\u5199\u6210\u6b63\u5f0f PRD\u3002\u5b83\u4f1a\u5148\u63a2\u7d22\u4ed3\u5e93\u3001\u68b3\u7406\u6d4b\u8bd5\u5207\u5165\u70b9\uff0c\u5e76\u4e0e\u4f60\u786e\u8ba4\u540e\u518d\u6309\u6a21\u677f\u8f93\u51fa\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>PRD \u6a21\u677f\u5305\u542b<\/strong>\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Problem Statement<\/li>\n\n\n\n<li>Solution<\/li>\n\n\n\n<li>User Stories<\/li>\n\n\n\n<li>Implementation\/Testing Decisions<\/li>\n\n\n\n<li>Out of Scope<\/li>\n<\/ul>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>\u5bf9\u8bdd\u793a\u4f8b<\/strong>\uff1a&#8221;\u4f7f\u7528 <code>\/to-prd<\/code>\u3002\u57fa\u4e8e\u521a\u624d\u5df2\u7ecf\u786e\u8ba4\u7684\u9700\u6c42\uff0c\u751f\u6210\u4e00\u4efd PRD\u3002\u8bf7\u5305\u62ec Problem Statement\u3001Solution\u3001User Stories\u3001Implementation\/Testing Decisions\u3001Out of Scope\u3002\u53d1\u5e03\u5230 issue tracker \u65f6\u6253\u4e0a <code>ready-for-agent<\/code> \u6807\u7b7e\uff0c\u4e0d\u8981\u518d\u91cd\u65b0\u53d1\u6563\u9700\u6c42\u3002&#8221;<\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">4. to-issues\uff1a\u5782\u76f4\u5207\u7247\u62c6\u5206<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u542b\u4e49<\/strong>\uff1a\u628a PRD \u62c6\u6210\u53ef\u72ec\u7acb\u9886\u53d6\u7684\u5782\u76f4\u5207\u7247 issue\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6838\u5fc3\u539f\u5219<\/strong>\uff1a<strong>\u4e0d\u8981\u6309\u6280\u672f\u5c42\u62c6\u5206<\/strong>\uff08&#8221;\u5148\u5199\u6570\u636e\u5e93\u3001\u518d\u5199\u63a5\u53e3\u3001\u518d\u5199\u9875\u9762&#8221;\uff09\uff0c\u800c\u8981<strong>\u6309\u7528\u6237\u53ef\u9a8c\u8bc1\u7684\u7ed3\u679c\u62c6\u5206<\/strong>\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6bcf\u4e2a issue \u5e94\u5305\u542b<\/strong>\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u80cc\u666f<\/li>\n\n\n\n<li>\u5b9e\u73b0\u8303\u56f4<\/li>\n\n\n\n<li>\u975e\u8303\u56f4\uff08Out of Scope\uff09<\/li>\n\n\n\n<li>\u9a8c\u6536\u6807\u51c6<\/li>\n\n\n\n<li>\u5efa\u8bae\u6d4b\u8bd5<\/li>\n<\/ul>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>\u5bf9\u8bdd\u793a\u4f8b<\/strong>\uff1a&#8221;\u4f7f\u7528 <code>\/to-issues<\/code>\u3002\u8bf7\u628a\u8fd9\u4efd PRD \u62c6\u6210 5 \u4e2a\u4ee5\u5185\u7684\u5782\u76f4\u5207\u7247\u4efb\u52a1\u3002\u6bcf\u4e2a issue \u90fd\u8981\u5305\u542b\u80cc\u666f\u3001\u5b9e\u73b0\u8303\u56f4\u3001\u975e\u8303\u56f4\u3001\u9a8c\u6536\u6807\u51c6\u548c\u5efa\u8bae\u6d4b\u8bd5\u3002\u4e0d\u8981\u6309\u6280\u672f\u5c42\u62c6\uff0c\u8981\u6309\u7528\u6237\u53ef\u9a8c\u8bc1\u7684\u7ed3\u679c\u62c6\u3002&#8221;<\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">5. tdd\uff1a\u6d4b\u8bd5\u9a71\u52a8\u5f00\u53d1<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u542b\u4e49<\/strong>\uff1a\u6309 <strong>Red \u2192 Green \u2192 Refactor<\/strong> \u7684\u8282\u594f\u5de5\u4f5c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6d41\u7a0b<\/strong>\uff1a<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li>\u5148\u5199\u5931\u8d25\u6d4b\u8bd5<\/li>\n\n\n\n<li>\u5199\u6700\u5c0f\u5b9e\u73b0\u8ba9\u6d4b\u8bd5\u901a\u8fc7<\/li>\n\n\n\n<li>\u53ea\u505a\u5fc5\u8981\u91cd\u6784<\/li>\n\n\n\n<li>\u8bf4\u660e\u8dd1\u4e86\u54ea\u4e9b\u6d4b\u8bd5<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u9002\u5408\u573a\u666f<\/strong>\uff1a\u4fee bug\u3001\u52a0\u529f\u80fd\u3001\u6539\u6838\u5fc3\u903b\u8f91\u3001\u9879\u76ee\u5df2\u6709\u6d4b\u8bd5\u4f53\u7cfb\u65f6\u3002<\/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\"><strong>\u5bf9\u8bdd\u793a\u4f8b<\/strong>\uff1a&#8221;\u4f7f\u7528 <code>\/tdd<\/code> \u5b9e\u73b0\u8fd9\u4e2a issue\u3002\u8bf7\u5148\u627e\u73b0\u6709\u6d4b\u8bd5\u98ce\u683c\uff0c\u7136\u540e\u5199\u4e00\u4e2a\u5931\u8d25\u6d4b\u8bd5\u3002\u6d4b\u8bd5\u5931\u8d25\u540e\u518d\u5199\u6700\u5c0f\u5b9e\u73b0\u3002\u901a\u8fc7\u540e\u53ea\u505a\u5fc5\u8981\u91cd\u6784\uff0c\u5e76\u8bf4\u660e\u8dd1\u4e86\u54ea\u4e9b\u6d4b\u8bd5\u3002&#8221;<\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">6. diagnose\uff1a\u7ed3\u6784\u5316\u8bca\u65ad<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u542b\u4e49<\/strong>\uff1a\u7ed3\u6784\u5316\u8bca\u65ad bug \u6216\u6027\u80fd\u95ee\u9898\uff0c\u907f\u514d&#8221;\u770b\u5230\u62a5\u9519\u5c31\u4e71\u6539&#8221;\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5b98\u65b9\u8bca\u65ad\u5faa\u73af<\/strong>\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">plain<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\u5efa\u7acb\u53cd\u9988\u56de\u8def \u2192 \u590d\u73b0 \u2192 \u63d0\u51fa\u53ef\u8bc1\u4f2a\u5047\u8bbe \u2192 instrument \u9a8c\u8bc1 \u2192 \u4fee\u590d\u5e76\u5199\u56de\u5f52\u6d4b\u8bd5 \u2192 \u6e05\u7406\u4e0e\u590d\u76d8<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u5176\u4e2d<strong>\u300c\u5efa\u7acb\u53cd\u9988\u56de\u8def\u300d\u662f\u6838\u5fc3<\/strong>\u2014\u2014\u6ca1\u6709\u53ef\u91cd\u590d\u3001\u53ef\u81ea\u52a8\u5316\u7684 pass\/fail \u4fe1\u53f7\uff0c\u540e\u9762\u51e0\u6b65\u90fd\u5f88\u96be\u53ef\u9760\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u9002\u5408\u573a\u666f<\/strong>\uff1abug \u96be\u590d\u73b0\u3001\u6027\u80fd\u9000\u5316\u3001\u6d4b\u8bd5\u5076\u53d1\u5931\u8d25\u3001\u7ebf\u4e0a\u63a5\u53e3\u5076\u53d1 500\u3002<\/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\"><strong>\u5bf9\u8bdd\u793a\u4f8b<\/strong>\uff1a&#8221;\u4f7f\u7528 <code>\/diagnose<\/code>\u3002\u8fd9\u4e2a\u63a5\u53e3\u5076\u53d1\u8fd4\u56de 500\u3002\u8bf7\u5148\u5efa\u7acb\u53ef\u91cd\u590d\u8fd0\u884c\u7684\u53cd\u9988\u56de\u8def\uff08\u5931\u8d25\u6d4b\u8bd5\u3001curl \u811a\u672c\u3001\u6700\u5c0f harness \u7b49\uff09\uff0c\u518d\u590d\u73b0\u3002\u63d0\u51fa 3\u20135 \u4e2a\u53ef\u8bc1\u4f2a\u5047\u8bbe\uff0c\u6bcf\u6b21 instrument \u53ea\u6539\u4e00\u4e2a\u53d8\u91cf\u3002\u4fee\u590d\u524d\u5148\u5199\u56de\u5f52\u6d4b\u8bd5\uff0c\u6700\u540e\u6e05\u7406\u8c03\u8bd5\u65e5\u5fd7\u5e76\u8bf4\u660e\u6839\u56e0\u3002&#8221;<\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">7. triage\uff1a\u5de5\u5355\u5206\u62e3<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u542b\u4e49<\/strong>\uff1a\u6309\u56fa\u5b9a\u72b6\u6001\u673a\u5904\u7406 issue tracker \u4e0a\u7684\u5de5\u5355\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong class=\"\">\u4e94\u4e2a canonical \u72b6\u6001\u89d2\u8272<\/strong>\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code>needs-triage<\/code>\uff1a\u5f85\u5206\u62e3<\/li>\n\n\n\n<li><code>needs-info<\/code>\uff1a\u4fe1\u606f\u4e0d\u8db3<\/li>\n\n\n\n<li><code>ready-for-agent<\/code>\uff1a\u53ef\u5206\u914d\u7ed9 agent<\/li>\n\n\n\n<li><code>ready-for-human<\/code>\uff1a\u9700\u4eba\u5de5\u5904\u7406<\/li>\n\n\n\n<li><code>wontfix<\/code>\uff1a\u62d2\u7edd\/\u4e0d\u4fee\u590d<\/li>\n<\/ul>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>\u5bf9\u8bdd\u793a\u4f8b<\/strong>\uff1a&#8221;\u4f7f\u7528 <code>\/triage<\/code>\uff0c\u5217\u51fa\u9700\u8981\u6211\u5173\u6ce8\u7684\u672a\u5206\u62e3\u548c needs-triage \u5de5\u5355\u3002\u5bf9 #42 \u7ed9\u51fa bug\/enhancement \u5206\u7c7b\u548c\u72b6\u6001\u5efa\u8bae\uff1b\u82e5\u4fe1\u606f\u4e0d\u8db3\u5148 needs-info\uff0c\u4e0d\u8981\u76f4\u63a5\u5b9e\u73b0\u3002&#8221;<\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">8. zoom-out\uff1a\u7cfb\u7edf\u89c6\u89d2\u5ba1\u89c6<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u542b\u4e49<\/strong>\uff1a\u8ba9 agent \u4ece\u5c40\u90e8\u4ee3\u7801\u8df3\u51fa\u6765\uff0c\u7528\u7cfb\u7edf\u89c6\u89d2\u89e3\u91ca\u5f53\u524d\u6a21\u5757\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u9002\u5408\u573a\u666f<\/strong>\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u63a5\u624b\u964c\u751f\u4ee3\u7801<\/li>\n\n\n\n<li>\u5f00\u59cb\u91cd\u6784\u524d<\/li>\n\n\n\n<li>agent \u5bf9\u5c40\u90e8\u4ee3\u7801\u7406\u89e3\u592a\u673a\u68b0<\/li>\n\n\n\n<li>\u60f3\u77e5\u9053\u67d0\u4e2a\u6a21\u5757\u4e3a\u4ec0\u4e48\u8fd9\u6837\u5199<\/li>\n<\/ul>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>\u5bf9\u8bdd\u793a\u4f8b<\/strong>\uff1a&#8221;\u4f7f\u7528 <code>\/zoom-out<\/code>\u3002\u8bf7\u4ece\u6574\u4e2a\u7cfb\u7edf\u89d2\u5ea6\u89e3\u91ca <code>src\/lib\/posts.ts<\/code> \u7684\u4f5c\u7528\u3002\u8bf4\u660e\u5b83\u548c\u5185\u5bb9\u76ee\u5f55\u3001\u8def\u7531\u751f\u6210\u3001Markdown \u6e32\u67d3\u4e4b\u95f4\u7684\u5173\u7cfb\u3002\u4e0d\u8981\u5148\u7ed9\u4fee\u6539\u5efa\u8bae\uff0c\u5148\u8bb2\u6e05\u695a\u4e0a\u4e0b\u6587\u3002&#8221;<\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">9. improve-codebase-architecture\uff1a\u67b6\u6784\u4f53\u68c0<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u542b\u4e49<\/strong>\uff1a\u4ece\u67b6\u6784\u89d2\u5ea6\u5bfb\u627e\u4ee3\u7801\u5e93\u7684&#8221;\u52a0\u6df1&#8221;\u673a\u4f1a\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u8bc6\u522b\u7684\u95ee\u9898\u7c7b\u578b<\/strong>\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6d45\u6a21\u5757\uff08Shallow Modules\uff09<\/li>\n\n\n\n<li>\u91cd\u590d\u6982\u5ff5<\/li>\n\n\n\n<li>\u8fb9\u754c\u6df7\u4e71<\/li>\n\n\n\n<li>\u63a5\u53e3\u4e0d\u6e05\u6670<\/li>\n<\/ul>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>\u5bf9\u8bdd\u793a\u4f8b<\/strong>\uff1a&#8221;\u4f7f\u7528 <code>\/improve-codebase-architecture<\/code>\u3002\u8bf7\u9605\u8bfb CONTEXT.md\u3001docs\/adr \u548c\u4e3b\u8981\u6a21\u5757\u3002\u627e\u51fa 3 \u4e2a\u6700\u503c\u5f97\u6539\u8fdb\u7684\u67b6\u6784\u95ee\u9898\u3002\u6bcf\u4e2a\u95ee\u9898\u90fd\u8981\u8bf4\u660e\u75c7\u72b6\u3001\u539f\u56e0\u3001\u98ce\u9669\u3001\u5efa\u8bae\u7684\u5c0f\u6b65\u6539\u6cd5\u548c\u9a8c\u8bc1\u65b9\u5f0f\u3002\u4e0d\u8981\u76f4\u63a5\u5927\u89c4\u6a21\u91cd\u6784\u3002&#8221;<\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">10. prototype\uff1a\u5feb\u901f\u539f\u578b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u542b\u4e49<\/strong>\uff1a\u505a\u4e00\u6b21\u6027\u539f\u578b\uff0c<strong>\u4e0d\u4ee5\u751f\u4ea7\u8d28\u91cf\u4e3a\u76ee\u6807<\/strong>\uff0c\u5f3a\u8c03&#8221;\u6254\u6389\u539f\u578b&#8221;\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u9002\u5408\u573a\u666f<\/strong>\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u72b6\u6001\u673a\u8fd8\u6ca1\u60f3\u6e05\u695a<\/li>\n\n\n\n<li>UI \u65b9\u5411\u6709\u591a\u4e2a\u7248\u672c<\/li>\n\n\n\n<li>\u9700\u8981\u5feb\u901f\u6bd4\u8f83\u4ea4\u4e92\u65b9\u6848<\/li>\n<\/ul>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>\u5bf9\u8bdd\u793a\u4f8b<\/strong>\uff1a&#8221;\u4f7f\u7528 <code>\/prototype<\/code>\u3002\u6211\u60f3\u63a2\u7d22\u535a\u5ba2\u9996\u9875\u7684 AI \u4e13\u9898\u5165\u53e3\u3002\u8bf7\u505a 3 \u4e2a\u660e\u663e\u4e0d\u540c\u7684 UI \u65b9\u5411\uff0c\u653e\u5728\u4e00\u4e2a\u4e34\u65f6 route \u4e2d\u5207\u6362\u9884\u89c8\u3002\u8fd9\u4e0d\u662f\u751f\u4ea7\u4ee3\u7801\uff0c\u76ee\u6807\u662f\u5e2e\u52a9\u6211\u6bd4\u8f83\u8bbe\u8ba1\u65b9\u5411\u3002&#8221;<\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u56db\u3001\u6548\u7387\u6280\u80fd\uff08Productivity Skills\uff09<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u8868\u683c<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th class=\"has-text-align-left\" data-align=\"left\">\u6280\u80fd<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u542b\u4e49<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u9002\u7528\u573a\u666f<\/th><\/tr><\/thead><tbody><tr><td class=\"has-text-align-left\" data-align=\"left\"><strong>grill-me<\/strong><\/td><td class=\"has-text-align-left\" data-align=\"left\">\u7eaf\u8ffd\u95ee\uff0c\u4e0d\u7ed1\u5b9a\u4ee3\u7801\u5e93<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u5199\u6587\u7ae0\u524d\u68b3\u7406\u89c2\u70b9\u3001\u505a\u4ea7\u54c1\u65b9\u6848\u3001\u51c6\u5907\u6280\u672f\u5206\u4eab<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\"><strong>caveman<\/strong><\/td><td class=\"has-text-align-left\" data-align=\"left\">\u6781\u5ea6\u538b\u7f29\u8868\u8fbe\uff0c\u53ea\u4fdd\u7559\u6280\u672f\u51c6\u786e\u6027<\/td><td class=\"has-text-align-left\" data-align=\"left\">Review diff\u3001\u957f\u4e0a\u4e0b\u6587\u5feb\u6ee1\u4e86\u3001\u53ea\u60f3\u770b\u7ed3\u8bba<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\"><strong class=\"\">handoff<\/strong><\/td><td class=\"has-text-align-left\" data-align=\"left\">\u628a\u5f53\u524d\u5bf9\u8bdd\u6574\u7406\u6210\u53ef\u4ea4\u63a5\u6587\u6863<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u957f\u4efb\u52a1\u4e2d\u9014\u6682\u505c\u3001\u6362\u5de5\u5177\u7ee7\u7eed\u3001\u8ba9\u53e6\u4e00\u4e2a agent \u63a5\u624b<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\"><strong>write-a-skill<\/strong><\/td><td class=\"has-text-align-left\" data-align=\"left\">\u5e2e\u52a9\u4f60\u628a\u81ea\u5df1\u7684\u7ecf\u9a8c\u5199\u6210 Skill<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u67d0\u7c7b\u4efb\u52a1\u53cd\u590d\u51fa\u73b0\uff0c\u628a\u6d41\u7a0b\u6c89\u6dc0\u6210 <code>SKILL.md<\/code><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e94\u3001\u5b9e\u6218\uff1a\u5982\u4f55\u4e32\u6210\u5b8c\u6574\u5de5\u4f5c\u6d41<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u5b9e\u9879\u76ee\u4e0d\u8981\u8ba9 agent \u4ece\u60f3\u6cd5\u76f4\u63a5\u8df3\u5230\u4ee3\u7801\u3002\u63a8\u8350\u7684\u5de5\u4f5c\u6d41\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">plain<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\/grill-with-docs      \u2192 \u5148\u95ee\u6e05\u695a\n    \u2193\n\/to-prd               \u2192 \u5199\u6210\u9700\u6c42\n    \u2193\n\/to-issues            \u2192 \u62c6\u5c0f\u4efb\u52a1\n    \u2193\n\/tdd                  \u2192 \u5c0f\u6b65\u5b9e\u73b0\n    \u2193\n\/diagnose             \u2192 \u51fa\u95ee\u9898\u5c31\u8bca\u65ad\n    \u2193\n\/handoff              \u2192 \u6700\u540e\u4ea4\u63a5<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">\u6848\u4f8b 1\uff1a\u5b9e\u73b0\u4e00\u4e2a\u65b0\u529f\u80fd\uff08\u7ed9\u535a\u5ba2\u52a0&#8221;AI \u4e13\u9898&#8221;\u9875\uff09<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Markdown<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u590d\u5236<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ee3\u7801\u9884\u89c8<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>Step 1: \u4f7f\u7528 \/grill-with-docs\n\"\u6211\u60f3\u7ed9\u535a\u5ba2\u589e\u52a0\u4e00\u4e2a AI \u4e13\u9898\u9875\u3002\u8bf7\u5148\u9605\u8bfb\u5f53\u524d\u8def\u7531\u3001\u5185\u5bb9\u76ee\u5f55\u548c\u9996\u9875\u7ed3\u6784\u3002\n\u7136\u540e\u8ffd\u95ee\u6211\u9875\u9762\u76ee\u6807\u3001\u7b5b\u9009\u89c4\u5219\u3001\u5c55\u793a\u5b57\u6bb5\u3001\u79fb\u52a8\u7aef\u8868\u73b0\u548c SEO \u8981\u6c42\u3002\n\u4e0d\u8981\u9a6c\u4e0a\u5199\u4ee3\u7801\u3002\"\n\nStep 2: \u4f7f\u7528 \/to-prd\n\"\u628a\u521a\u624d\u786e\u8ba4\u7684\u5185\u5bb9\u6574\u7406\u6210 PRD\u3002\"\n\nStep 3: \u4f7f\u7528 \/to-issues\n\"\u628a PRD \u62c6\u6210 3 \u4e2a\u5782\u76f4\u5207\u7247\uff1a\n  1. \u5185\u5bb9\u7b5b\u9009\u548c\u6570\u636e\u7ed3\u6784\n  2. \u9875\u9762\u8def\u7531\u548c\u5217\u8868\u5c55\u793a\n  3. SEO\u3001\u7a7a\u72b6\u6001\u548c\u6784\u5efa\u9a8c\u8bc1\"\n\nStep 4: \u4f7f\u7528 \/tdd\n\"\u5b9e\u73b0\u7b2c\u4e00\u4e2a issue\u3002\u5148\u8865\u6570\u636e\u7b5b\u9009\u6d4b\u8bd5\uff0c\u518d\u5199\u5b9e\u73b0\u3002\"<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">\u6848\u4f8b 2\uff1a\u6392\u67e5\u7ebf\u4e0a Bug\uff08\u63a5\u53e3\u5076\u53d1 500\uff09<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Markdown<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u590d\u5236<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ee3\u7801\u9884\u89c8<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\u4f7f\u7528 \/diagnose\u3002\n\u95ee\u9898\uff1a\/api\/report \u5076\u53d1 500\u3002\n\u8bf7\u6309\u4ee5\u4e0b\u987a\u5e8f\uff1a\n1. \u5148\u5efa\u7acb\u53cd\u9988\u56de\u8def\uff08\u5931\u8d25\u6d4b\u8bd5\u6216 curl \u811a\u672c\uff09\uff0c\u4e0d\u8981\u5148\u6539\u4ee3\u7801\uff1b\n2. \u590d\u73b0\u5e76\u786e\u8ba4\u75c7\u72b6\uff1b\n3. \u63d0\u51fa 3\u20135 \u4e2a\u53ef\u8bc1\u4f2a\u5047\u8bbe\uff0c\u5217\u51fa\u9884\u6d4b\uff1b\n4. \u7528 instrument \u9a8c\u8bc1\uff0c\u4e00\u6b21\u53ea\u6539\u4e00\u4e2a\u53d8\u91cf\uff1b\n5. \u6709\u6b63\u786e\u6d4b\u8bd5\u63a5\u7f1d\u65f6\uff0c\u5148\u5199\u5931\u8d25\u56de\u5f52\u6d4b\u8bd5\u518d\u4fee\u590d\uff1b\n6. \u6e05\u7406 &#91;DEBUG-...] \u65e5\u5fd7\uff0c\u8bf4\u660e\u6839\u56e0\u3002<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u91cd\u8981<\/strong>\uff1a\u5982\u679c agent \u6025\u7740\u6539\u4ee3\u7801\uff0c\u7acb\u523b\u6253\u65ad\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\">&#8220;\u505c\u6b62\u5b9e\u73b0\u3002\u4f60\u8fd8\u6ca1\u6709\u8bc1\u660e\u6839\u56e0\u3002\u8bf7\u56de\u5230 diagnose \u6d41\u7a0b\uff0c\u5148\u7ed9\u51fa\u8bc1\u636e\u3002&#8221;<\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u516d\u3001\u6211\u7684\u4f7f\u7528\u5efa\u8bae<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">1. \u4e0d\u8981\u628a Skill \u5f53\u6210\u4e07\u80fd\u63d2\u4ef6<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b83\u672c\u8d28\u4e0a\u662f<strong>\u6d41\u7a0b\u8bf4\u660e<\/strong>\uff0c\u6267\u884c\u8d28\u91cf\u4ecd\u7136\u53d6\u51b3\u4e8e\u6a21\u578b\u3001\u4e0a\u4e0b\u6587\u3001\u5de5\u5177\u6743\u9650\u548c\u4f60\u7684\u76d1\u7763\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2. \u4f18\u5148\u5b66\u4e3b\u6d41\u7a0b\uff0c\u4e0d\u8981\u6536\u85cf\u6240\u6709 Skill<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5bf9\u5927\u591a\u6570\u5de5\u7a0b\u5e08\u6765\u8bf4\uff0c\u5148\u638c\u63e1\u8fd9 6 \u4e2a\u5c31\u591f\u4e86\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8868\u683c<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th class=\"has-text-align-left\" data-align=\"left\">\u4f18\u5148\u7ea7<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u6280\u80fd<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u89e3\u51b3\u4ec0\u4e48\u95ee\u9898<\/th><\/tr><\/thead><tbody><tr><td class=\"has-text-align-left\" data-align=\"left\">P0<\/td><td class=\"has-text-align-left\" data-align=\"left\"><code>grill-with-docs<\/code><\/td><td class=\"has-text-align-left\" data-align=\"left\">\u5f00\u5de5\u524d\u6ca1\u60f3\u6e05\u695a<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">P0<\/td><td class=\"has-text-align-left\" data-align=\"left\"><code>diagnose<\/code><\/td><td class=\"has-text-align-left\" data-align=\"left\">\u51fa\u95ee\u9898\u540e\u4e71\u731c<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">P1<\/td><td class=\"has-text-align-left\" data-align=\"left\"><code>to-prd<\/code><\/td><td class=\"has-text-align-left\" data-align=\"left\">\u60f3\u6cd5\u65e0\u6cd5\u6c89\u6dc0<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">P1<\/td><td class=\"has-text-align-left\" data-align=\"left\"><code>to-issues<\/code><\/td><td class=\"has-text-align-left\" data-align=\"left\">\u4efb\u52a1\u592a\u5927\u4e00\u53e3\u541e<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">P1<\/td><td class=\"has-text-align-left\" data-align=\"left\"><code>tdd<\/code><\/td><td class=\"has-text-align-left\" data-align=\"left\">\u5199\u4ee3\u7801\u6ca1\u6d4b\u8bd5<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">P2<\/td><td class=\"has-text-align-left\" data-align=\"left\"><code>handoff<\/code><\/td><td class=\"has-text-align-left\" data-align=\"left\">\u4f1a\u8bdd\u7ed3\u675f\u65e0\u6cd5\u4ea4\u63a5<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">3. \u628a\u56e2\u961f\u81ea\u5df1\u7684\u7ecf\u9a8c\u5199\u6210 Skill<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Matt Pocock \u7684\u4ed3\u5e93\u6700\u597d\u5f53<strong>\u6a21\u677f<\/strong>\uff0c\u4e0d\u8981\u539f\u6837\u7167\u642c\u3002\u6bd4\u5982\u4f60\u7684\u9879\u76ee\u53ef\u4ee5\u6c89\u6dc0\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code>blog-research-writeup<\/code>\uff1a\u535a\u5ba2\u5199\u4f5c\u6d41\u7a0b<\/li>\n\n\n\n<li><code>cpp-code-review-checklist<\/code>\uff1aC++ \u4ee3\u7801\u5ba1\u67e5\u89c4\u8303<\/li>\n\n\n\n<li><code>api-gateway-deploy-verify<\/code>\uff1a\u7f51\u5173\u53d1\u5e03\u9a8c\u8bc1\u6d41\u7a0b<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">4. \u5bf9\u7b2c\u4e09\u65b9 Skill \u4fdd\u6301\u5b89\u5168\u610f\u8bc6<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b89\u88c5\u524d\u8bfb\u4e00\u4e0b <code>SKILL.md<\/code>\uff0c\u770b\u5b83\u662f\u5426\u4f1a\u8981\u6c42\u6267\u884c\u547d\u4ee4\u3001\u4fee\u6539 Git\u3001\u8bbf\u95ee\u5916\u90e8\u670d\u52a1\u6216\u5199\u5165\u654f\u611f\u6587\u4ef6\u3002<strong class=\"\">Skill \u662f\u7ed9 agent \u7684\u6307\u4ee4\uff0c\u6307\u4ee4\u672c\u8eab\u4e5f\u9700\u8981 review\u3002<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e03\u3001\u603b\u7ed3<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Matt Pocock \u8fd9\u5957 skills \u6700\u503c\u5f97\u5b66\u7684\u5730\u65b9\uff0c\u662f\u5b83\u628a AI \u7f16\u7a0b\u91cd\u65b0\u62c9\u56de<strong>\u5de5\u7a0b\u7eaa\u5f8b<\/strong>\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4e0d\u6e05\u695a\u5c31\u5148\u8ffd\u95ee<\/li>\n\n\n\n<li>\u6709\u5171\u8bc6\u5c31\u5199\u6587\u6863<\/li>\n\n\n\n<li>\u4efb\u52a1\u592a\u5927\u5c31\u62c6\u5c0f<\/li>\n\n\n\n<li>\u5199\u4ee3\u7801\u8981\u6709\u6d4b\u8bd5<\/li>\n\n\n\n<li>\u4fee bug \u8981\u6709\u8bc1\u636e<\/li>\n\n\n\n<li>\u67b6\u6784\u53d8\u5dee\u8981\u5b9a\u671f\u56de\u5934\u770b<\/li>\n\n\n\n<li>\u4f1a\u8bdd\u7ed3\u675f\u8981\u80fd\u4ea4\u63a5<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u6211\u4f1a\u628a\u5b83\u603b\u7ed3\u6210\u4e00\u53e5\u8bdd\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\"><strong>Skill \u4e0d\u662f\u8ba9 LLM \u66f4\u50cf\u9b54\u6cd5\u5e08\uff0c\u800c\u662f\u8ba9 LLM \u66f4\u50cf\u5b88\u6d41\u7a0b\u7684\u5de5\u7a0b\u5e08\u3002<\/strong><\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f53\u4f60\u548c LLM \u5bf9\u8bdd\u65f6\uff0c\u4e0d\u8981\u53ea\u8bf4&#8221;\u5e2e\u6211\u505a&#8221;\u3002\u66f4\u597d\u7684\u8bf4\u6cd5\u662f\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\"><strong>&#8220;\u8bf7\u6309\u67d0\u4e2a\u5de5\u7a0b\u6d41\u7a0b\u5e2e\u6211\u505a\uff0c\u5e76\u4e14\u5728\u6d41\u7a0b\u6ca1\u5b8c\u6210\u524d\u4e0d\u8981\u8df3\u6b65\u3002&#8221;<\/strong><\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u624d\u662f <strong>Skills For Real Engineers<\/strong> \u771f\u6b63\u503c\u5f97\u501f\u9274\u7684\u5730\u65b9\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5728\u4e0a\u7bc7\u6587\u7ae0\u6211\u4ecb\u7ecd\u4e86openspec\uff0c\u8fd9\u7bc7\u6587\u7ae0\u6211\u60f3\u518d\u5411\u5927\u5bb6\u5206\u4eab\u4e00\u4e0b\u6211\u7684\u4e00\u4e9b\u5fc3\u5f97\u548c\u5c0f\u6280\u5de7 \u4eca\u5929\u6211\u5411\u5927\u5bb6\u4ecb\u7ecd\u7684\u662fma&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_kad_post_transparent":"","_kad_post_title":"","_kad_post_layout":"","_kad_post_sidebar_id":"","_kad_post_content_style":"","_kad_post_vertical_padding":"","_kad_post_feature":"","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"_kad_post_classname":"","footnotes":""},"categories":[1],"tags":[],"class_list":["post-1490","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/www.tgwttt.xyz\/index.php?rest_route=\/wp\/v2\/posts\/1490","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.tgwttt.xyz\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.tgwttt.xyz\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.tgwttt.xyz\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.tgwttt.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1490"}],"version-history":[{"count":1,"href":"https:\/\/www.tgwttt.xyz\/index.php?rest_route=\/wp\/v2\/posts\/1490\/revisions"}],"predecessor-version":[{"id":1491,"href":"https:\/\/www.tgwttt.xyz\/index.php?rest_route=\/wp\/v2\/posts\/1490\/revisions\/1491"}],"wp:attachment":[{"href":"https:\/\/www.tgwttt.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1490"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.tgwttt.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1490"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.tgwttt.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1490"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}