{"id":7249,"date":"2026-10-31T17:26:46","date_gmt":"2026-10-31T09:26:46","guid":{"rendered":"https:\/\/t.n-years.com\/?p=7249"},"modified":"2026-10-31T17:26:46","modified_gmt":"2026-10-31T09:26:46","slug":"skill-%e6%ba%90%e7%a0%81","status":"publish","type":"post","link":"https:\/\/t.n-years.com\/?p=7249","title":{"rendered":"Skill \u6e90\u7801"},"content":{"rendered":"<p>\u8981\u6df1\u5165\u7406\u89e3 Agent Skill\uff08\u6280\u80fd\u5305\uff09\u7684\u8fd0\u884c\u539f\u7406\u4e0e\u8bbe\u8ba1\u6a21\u5f0f\uff0c\u6700\u597d\u7684\u65b9\u5f0f\u5c31\u662f\u76f4\u63a5\u53bb\u8bfb\u5b98\u65b9\u6216\u5f00\u6e90\u793e\u533a\u4e2d\u7684\u201c\u6807\u6746\u7ea7\u6e90\u7801\u201d\u3002<\/p>\n<p>\u6839\u636e\u4e0d\u540c\u7684\u590d\u6742\u5ea6\u548c\u8bbe\u8ba1\u8303\u5f0f\uff0c\u4ee5\u4e0b\u4e3a\u4f60\u63a8\u8350\u51e0\u7c7b\u6700\u503c\u5f97\u7814\u8bfb\u7684\u7ecf\u5178 Skill \u6e90\u7801\uff0c\u5e76\u5256\u6790\u5b83\u4eec\u5404\u81ea\u4ee3\u8868\u7684<strong>\u6838\u5fc3\u673a\u5236\u4e0e\u8fd0\u884c\u539f\u7406<\/strong>\uff1a<\/p>\n<hr \/>\n<h3>1. \u57fa\u7840\u6d41\u7a0b\u63a7\u5236\u578b\uff1a<code>skill-creator<\/code> (\u5b98\u65b9\u5185\u7f6e)<\/h3>\n<ul>\n<li>\n<p><strong>\u6765\u6e90<\/strong>\uff1aOpenAI \/ Codex \u5b98\u65b9\u7cfb\u7edf\u6280\u80fd\u5e93<\/p>\n<\/li>\n<li>\n<p><strong>\u6838\u5fc3\u8fd0\u884c\u539f\u7406<\/strong>\uff1a<strong>\u201c\u81ea\u6307\u4e0e\u5143\u7f16\u7a0b (Metaprogramming)\u201d<\/strong><\/p>\n<\/li>\n<li>\n<p><strong>\u6e90\u7801\u7279\u70b9<\/strong>\uff1a<\/p>\n<\/li>\n<li>\n<p>\u5b83\u662f\u4e00\u4e2a\u4e13\u95e8\u7528\u6765\u201c\u751f\u6210\u5176\u4ed6 Skill\u201d\u7684 Skill\u3002<\/p>\n<\/li>\n<li>\n<p><code>SKILL.md<\/code> \u4e2d\u8be6\u7ec6\u5199\u660e\u4e86\u89c4\u8303\u5224\u5b9a\u3001\u6a21\u677f\u586b\u5145\u903b\u8f91\u548c\u6821\u9a8c\u673a\u5236\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u4e3a\u4ec0\u4e48\u503c\u5f97\u8bfb<\/strong>\uff1a<\/p>\n<\/li>\n<li>\n<p>\u8fd9\u662f\u6700\u6b63\u5b97\u7684\u5b98\u65b9\u89c4\u8303\u793a\u8303\u3002\u8bfb\u5b83\u7684 <code>SKILL.md<\/code>\uff0c\u4f60\u80fd\u770b\u5230\u5b98\u65b9\u662f\u5982\u4f55\u901a\u8fc7\u6e05\u6670\u7684 Markdown \u7ed3\u6784\uff08\u5982\u8bbe\u8ba1\u76ee\u6807\u3001Step 1 \u5230 Step N \u7684\u4e25\u683c\u987a\u5e8f\u3001\u6821\u9a8c\u6807\u51c6\uff09\u6765\u7ea6\u675f LLM \u8f93\u51fa\u89c4\u8303\u6587\u4ef6\u7684\u3002<\/p>\n<\/li>\n<\/ul>\n<hr \/>\n<h3>2. \u811a\u672c\u4e0e\u5de5\u5177\u4ea4\u4e92\u578b\uff1a<code>imagegen<\/code> \/ <code>review-agent<\/code><\/h3>\n<ul>\n<li>\n<p><strong>\u6765\u6e90<\/strong>\uff1aCodex \u7cfb\u7edf\u9ed8\u8ba4\u6280\u80fd\u5e93\uff08\u5373\u4f60\u622a\u56fe\u4e2d\u770b\u5230\u7684\u76ee\u5f55\uff09<\/p>\n<\/li>\n<li>\n<p><strong>\u6838\u5fc3\u8fd0\u884c\u539f\u7406<\/strong>\uff1a<strong>\u201cLLM \u51b3\u7b56 + \u811a\u672c\u6267\u884c (Tool-Assisted Execution)\u201d<\/strong><\/p>\n<\/li>\n<li>\n<p><strong>\u6e90\u7801\u7279\u70b9<\/strong>\uff1a<\/p>\n<\/li>\n<li>\n<p><strong><code>scripts\/<\/code> \u76ee\u5f55<\/strong>\uff1a\u5305\u542b Python \u6216 Shell \u811a\u672c\uff0c\u5c01\u88c5\u4e86\u590d\u6742\u7684\u7b97\u6cd5\u6216 API \u8bf7\u6c42\uff08\u5982\u8c03\u7528 Dall-E\u3001\u8fdb\u884c\u4ee3\u7801 Diff \u9759\u6001\u5206\u6790\u7b49\uff09\u3002<\/p>\n<\/li>\n<li>\n<p><strong><code>references\/<\/code> \u76ee\u5f55<\/strong>\uff1a\u5b58\u653e\u914d\u7f6e\u53c2\u6570\u6587\u6863\u6216Prompt\u9884\u8bbe\u89c4\u8303\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u4e3a\u4ec0\u4e48\u503c\u5f97\u8bfb<\/strong>\uff1a<\/p>\n<\/li>\n<li>\n<p>\u793a\u8303\u4e86 <strong>\u201c\u5982\u4f55\u8ba9 LLM \u53ea\u505a\u53c2\u6570\u63d0\u53d6\u548c\u6d41\u7a0b\u63a7\u5236\uff0c\u628a\u91cd\u7684\u903b\u8f91\u4ea4\u7ed9\u672c\u5730\u811a\u672c\u201d<\/strong>\u3002<\/p>\n<\/li>\n<li>\n<p>\u8bfb <code>SKILL.md<\/code> \u548c <code>scripts\/<\/code> \u4e0b\u7684\u4ee3\u7801\uff0c\u80fd\u6e05\u6670\u770b\u5230 LLM \u5982\u4f55\u89e3\u6790\u7528\u6237\u8bed\u4e49 -&gt; \u7ec4\u88c5 CLI \u53c2\u6570 -&gt; \u8c03\u7528 <code>scripts\/xxx.py<\/code> -&gt; \u6355\u83b7 <code>stdout<\/code> \u8f93\u51fa -&gt; \u6e32\u67d3\u6700\u7ec8\u7ed3\u679c\u7ed9\u7528\u6237\u7684\u5168\u8fc7\u7a0b\u3002<\/p>\n<\/li>\n<\/ul>\n<hr \/>\n<h3>3. \u591a\u89d2\u8272\/\u591a\u667a\u80fd\u4f53\u534f\u4f5c\u578b\uff1a<code>launch-your-agent<\/code> (Anthropic \u5b98\u65b9\u5f00\u6e90)<\/h3>\n<ul>\n<li>\n<p><strong>\u6765\u6e90<\/strong>\uff1aGitHub <code>anthropics\/launch-your-agent<\/code> \u6216 <code>anthropics\/skills<\/code><\/p>\n<\/li>\n<li>\n<p><strong>\u6838\u5fc3\u8fd0\u884c\u539f\u7406<\/strong>\uff1a<strong>\u201c\u591a\u9636\u6bb5\u72b6\u6001\u673a (Multi-Phase State Machine) &amp; Agent \u5206\u5de5\u201d<\/strong><\/p>\n<\/li>\n<li>\n<p><strong>\u6e90\u7801\u7279\u70b9<\/strong>\uff1a<\/p>\n<\/li>\n<li>\n<p>\u5305\u542b <code>agents\/<\/code> \u76ee\u5f55\u548c\u5206\u9636\u6bb5\u7684 Markdown \u89c4\u5219\uff0c\u5c06\u5927\u4efb\u52a1\u62c6\u89e3\u4e3a\uff1a<code>Interview<\/code>\uff08\u9700\u6c42\u8bbf\u8c08\uff09 $\\rightarrow$ <code>Stage &amp; Launch<\/code>\uff08\u73af\u5883\u914d\u7f6e\uff09 $\\rightarrow$ <code>Grade &amp; Iterate<\/code>\uff08\u8bc4\u4f30\u8fed\u4ee3\uff09\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u4e3a\u4ec0\u4e48\u503c\u5f97\u8bfb<\/strong>\uff1a<\/p>\n<\/li>\n<li>\n<p>\u5c55\u793a\u4e86\u5982\u4f55\u901a\u8fc7 Skill \u5b9e\u73b0<strong>\u590d\u6742\u7684\u957f\u6d41\u7a0b\u7ba1\u7406<\/strong>\u3002<\/p>\n<\/li>\n<li>\n<p>\u5f53\u4e00\u4e2a\u4efb\u52a1\u5355\u9760\u4e00\u6bb5 Prompt \u65e0\u6cd5\u5b8c\u6210\u65f6\uff0c\u5982\u4f55\u5229\u7528 <code>agents\/<\/code> \u4e0b\u5b9a\u4e49\u7684\u5b50\u89d2\u8272\uff08Sub-agent\uff09\u8fdb\u884c\u4e0a\u4e0b\u6587\u9694\u79bb\u4e0e\u5355\u70b9\u7834\u5c40\uff0c\u907f\u514d\u6a21\u578b\u5728\u957f\u4e0a\u4e0b\u6587\u4e0b\u4ea7\u751f\u6ce8\u610f\u529b\u8870\u51cf\u3002<\/p>\n<\/li>\n<\/ul>\n<hr \/>\n<h3>4. \u77e5\u8bc6\u68c0\u7d22\u4e0e\u89c4\u8303\u5f15\u5bfc\u578b\uff1a<code>openai-docs<\/code> \/ <code>mcp-builder<\/code><\/h3>\n<ul>\n<li>\n<p><strong>\u6765\u6e90<\/strong>\uff1a\u5f00\u6e90 Agent \u5f00\u53d1\u8005\u793e\u533a \/ Anthropic Agent Skills<\/p>\n<\/li>\n<li>\n<p><strong>\u6838\u5fc3\u8fd0\u884c\u539f\u7406<\/strong>\uff1a<strong>\u201c\u6309\u9700\u77e5\u8bc6\u6ce8\u5165 (On-demand Context Injection)\u201d<\/strong><\/p>\n<\/li>\n<li>\n<p><strong>\u6e90\u7801\u7279\u70b9<\/strong>\uff1a<\/p>\n<\/li>\n<li>\n<p>\u4f9d\u8d56 <code>references\/<\/code> \u76ee\u5f55\u5b58\u653e\u5927\u91cf\u7684\u6280\u672f\u6587\u6863\u3001API \u89c4\u8303\u6216 SDK \u6700\u4f73\u5b9e\u8df5\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u4e3a\u4ec0\u4e48\u503c\u5f97\u8bfb<\/strong>\uff1a<\/p>\n<\/li>\n<li>\n<p>\u89e3\u51b3\u5927\u6a21\u578b\u201c\u5e7b\u89c9\u201d<strong>\u548c<\/strong>\u201cAPI \u7248\u672c\u8fc7\u671f\u201d\u7684\u6838\u5fc3\u673a\u5236\u3002<\/p>\n<\/li>\n<li>\n<p><code>SKILL.md<\/code> \u4f1a\u6307\u793a AI\uff1a\u201c\u5728\u751f\u6210\u7279\u5b9a\u4ee3\u7801\u524d\uff0c\u5148\u53bb\u8bfb <code>references\/xxx.md<\/code> \u4e2d\u7684\u6700\u65b0\u8bed\u6cd5\u201d\u3002\u8bfb\u6e90\u7801\u53ef\u4ee5\u5b66\u4e60\u5982\u4f55\u7ed9 AI \u7f16\u5199\u9ad8\u6548\u7684\u201c\u68c0\u7d22\u4e0e\u53c2\u7167\u6307\u4ee4\u201d\u3002<\/p>\n<\/li>\n<\/ul>\n<hr \/>\n<h3>\ud83d\udca1 \u5efa\u8bae\u7684\u6e90\u7801\u9605\u8bfb\u987a\u5e8f\uff1a<\/h3>\n<pre><code>1. \u8bfb skill-creator\/SKILL.md\n   \u2514\u2500 \u638c\u63e1\u6700\u57fa\u7840\u7684\u5143\u6570\u636e\u683c\u5f0f\u3001Workflow \u6b65\u9aa4\u5212\u5206\u89c4\u8303\n\n2. \u8bfb imagegen \u76ee\u5f55 (SKILL.md + scripts\/ \u811a\u672c)\n   \u2514\u2500 \u7406\u89e3 LLM \u662f\u5982\u4f55\u62fc\u88c5\u547d\u4ee4\u884c\u53c2\u6570\u5e76\u8c03\u7528\u5916\u90e8\u811a\u672c\u7684\n\n3. \u8bfb references\/ \u4e30\u5bcc\u7684 Skill\n   \u2514\u2500 \u5b66\u4e60\u5982\u4f55\u901a\u8fc7\u6587\u6863\u589e\u5f3a AI \u7684\u9886\u57df\u77e5\u8bc6\n\n4. \u8bfb launch-your-agent \u7b49\u590d\u6742\u5f00\u6e90 Skill (GitHub)\n   \u2514\u2500 \u5b66\u4e60\u591a\u9636\u6bb5\u72b6\u6001\u5207\u6362\u4e0e\u591a Agent \u534f\u4f5c\u8bbe\u8ba1\n<\/code><\/pre>\n<p>\u4f60\u53ef\u4ee5\u76f4\u63a5\u5728\u4f60\u672c\u5730\u73af\u5883\u7684 <code>.codex-system-skills<\/code> \u6216 GitHub \u5b98\u65b9\u4ed3\u5e93\uff08\u5982 <code>anthropics\/skills<\/code>\uff09\u4e2d\u6253\u5f00\u5bf9\u5e94\u7684 <code>SKILL.md<\/code> \u548c <code>scripts\/<\/code> \u6587\u4ef6\u9010\u884c\u7814\u8bfb\uff01<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u8981\u6df1\u5165\u7406\u89e3 Agent Skill\uff08\u6280\u80fd\u5305\uff09\u7684\u8fd0\u884c\u539f\u7406\u4e0e\u8bbe\u8ba1\u6a21\u5f0f\uff0c\u6700\u597d\u7684\u65b9\u5f0f\u5c31\u662f\u76f4\u63a5\u53bb\u8bfb\u5b98\u65b9\u6216\u5f00\u6e90\u793e\u533a\u4e2d\u7684\u201c\u6807&#8230; <\/p>\n<div class=\"read-more navbutton\"><a href=\"https:\/\/t.n-years.com\/?p=7249\">\u9605\u8bfb\u66f4\u591a<i class=\"fa fa-angle-double-right\"><\/i><\/a><\/div>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[124],"tags":[],"class_list":["post-7249","post","type-post","status-publish","format-standard","hentry","category-ai"],"_links":{"self":[{"href":"https:\/\/t.n-years.com\/index.php?rest_route=\/wp\/v2\/posts\/7249","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/t.n-years.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/t.n-years.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/t.n-years.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/t.n-years.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=7249"}],"version-history":[{"count":1,"href":"https:\/\/t.n-years.com\/index.php?rest_route=\/wp\/v2\/posts\/7249\/revisions"}],"predecessor-version":[{"id":7250,"href":"https:\/\/t.n-years.com\/index.php?rest_route=\/wp\/v2\/posts\/7249\/revisions\/7250"}],"wp:attachment":[{"href":"https:\/\/t.n-years.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7249"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/t.n-years.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7249"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/t.n-years.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7249"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}