{"id":620,"date":"2026-02-02T01:06:51","date_gmt":"2026-02-01T17:06:51","guid":{"rendered":"https:\/\/blog.itsmygo.uk\/2026\/02\/02\/anthropic-skills-%e5%8e%9f%e5%a7%8b%e7%a2%bc%e8%a7%a3%e8%ae%80%ef%bc%9a%e5%a6%82%e4%bd%95%e8%a8%ad%e8%a8%88-ai-agent-%e7%9a%84%e5%8f%af%e6%8f%92%e6%8b%94%e8%83%bd%e5%8a%9b%e7%b3%bb%e7%b5%b1\/"},"modified":"2026-02-02T01:06:51","modified_gmt":"2026-02-01T17:06:51","slug":"anthropic-skills-%e5%8e%9f%e5%a7%8b%e7%a2%bc%e8%a7%a3%e8%ae%80%ef%bc%9a%e5%a6%82%e4%bd%95%e8%a8%ad%e8%a8%88-ai-agent-%e7%9a%84%e5%8f%af%e6%8f%92%e6%8b%94%e8%83%bd%e5%8a%9b%e7%b3%bb%e7%b5%b1","status":"publish","type":"post","link":"https:\/\/blog.itsmygo.uk\/wordpress\/2026\/02\/02\/anthropic-skills-%e5%8e%9f%e5%a7%8b%e7%a2%bc%e8%a7%a3%e8%ae%80%ef%bc%9a%e5%a6%82%e4%bd%95%e8%a8%ad%e8%a8%88-ai-agent-%e7%9a%84%e5%8f%af%e6%8f%92%e6%8b%94%e8%83%bd%e5%8a%9b%e7%b3%bb%e7%b5%b1\/","title":{"rendered":"Anthropic Skills \u539f\u59cb\u78bc\u89e3\u8b80\uff1a\u5982\u4f55\u8a2d\u8a08 AI Agent \u7684\u53ef\u63d2\u62d4\u80fd\u529b\u7cfb\u7d71"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Anthropic \u958b\u6e90\u4e86 Skills \u5009\u5eab\u2014\u2014\u4e00\u5957\u8b93 Claude \u52d5\u614b\u8f09\u5165\u5c08\u696d\u80fd\u529b\u7684\u63d2\u4ef6\u7cfb\u7d71\u3002\u8207\u5176\u628a\u6240\u6709\u77e5\u8b58\u585e\u9032 system prompt\uff0cSkills \u628a\u80fd\u529b\u62c6\u6210\u7368\u7acb\u7684\u300c\u6280\u80fd\u5305\u300d\uff0c\u6bcf\u500b\u6280\u80fd\u5305\u81ea\u5e36\u6307\u4ee4\u3001\u8173\u672c\u548c\u53c3\u8003\u8cc7\u6e90\uff0c\u53ea\u5728\u9700\u8981\u6642\u624d\u8f09\u5165 context window\u3002\u9019\u5957\u8a2d\u8a08\u80cc\u5f8c\u7684\u6838\u5fc3\u7406\u5ff5\u2014\u2014Progressive Disclosure\uff08\u6f38\u9032\u5f0f\u63ed\u9732\uff09\u3001\u81ea\u7531\u5ea6\u5206\u7d1a\u3001context window \u4f5c\u70ba\u516c\u5171\u8ca1\u2014\u2014\u5c0d\u4efb\u4f55\u6b63\u5728\u8a2d\u8a08 AI Agent \u64f4\u5c55\u6a5f\u5236\u7684\u5de5\u7a0b\u5e2b\u90fd\u6975\u5177\u53c3\u8003\u50f9\u503c\u3002\u8b80\u5b8c\u4f60\u6703\u5b78\u5230\uff1a\u5982\u4f55\u70ba AI Agent \u8a2d\u8a08\u6a21\u7d44\u5316\u7684\u80fd\u529b\u7cfb\u7d71\u3001\u5982\u4f55\u5e73\u8861\u6307\u4ee4\u7cbe\u78ba\u5ea6\u8207\u5275\u610f\u81ea\u7531\u5ea6\u3001\u4ee5\u53ca\u5982\u4f55\u8b93 prompt \u5de5\u7a0b\u8d70\u5411\u5de5\u7a0b\u5316\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/anthropics\/skills\">Anthropic Skills GitHub Repository<\/a> \u2014 \u5c08\u6848\u539f\u59cb\u78bc\uff0c\u5305\u542b 16 \u500b\u5b98\u65b9 Skill \u5be6\u4f5c\u3001Skill \u898f\u7bc4\u8207\u5275\u5efa\u5de5\u5177<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u5c08\u6848\u6982\u89bd<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Anthropic Skills \u662f\u4e00\u500b\u7d14 Markdown + \u8173\u672c\u7684\u5c08\u6848\uff0c\u6c92\u6709\u50b3\u7d71\u610f\u7fa9\u4e0a\u7684\u300c\u7a0b\u5f0f\u78bc\u6846\u67b6\u300d\u2014\u2014\u5b83\u7684\u50f9\u503c\u5728\u65bc<strong>\u8a2d\u8a08\u898f\u7bc4\u672c\u8eab<\/strong>\u3002\u5c08\u6848\u5305\u542b 16 \u500b\u9810\u5efa Skill\uff08\u6db5\u84cb\u6587\u4ef6\u8655\u7406\u3001\u8a2d\u8a08\u5275\u4f5c\u3001\u958b\u767c\u5de5\u5177\u3001\u4f01\u696d\u6e9d\u901a\u56db\u5927\u985e\uff09\u3001\u4e00\u5957 Skill \u898f\u7bc4\uff08Agent Skills Spec\uff09\u3001\u4ee5\u53ca\u5275\u5efa\/\u9a57\u8b49\/\u6253\u5305 Skill \u7684\u5de5\u5177\u93c8\u3002\u6280\u8853\u68e7\u4ee5 Markdown \u70ba\u6838\u5fc3\uff0c\u8f14\u4ee5 Python \u8173\u672c\u548c\u5c11\u91cf JavaScript\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u500b\u5c08\u6848\u7684\u7368\u7279\u4e4b\u8655\u5728\u65bc\uff1a<strong>\u5b83\u4e0d\u662f\u7d66\u4eba\u985e\u8b80\u7684\u6587\u4ef6\uff0c\u800c\u662f\u7d66 AI \u8b80\u7684\u300c\u6559\u6750\u300d<\/strong>\u3002\u6bcf\u500b SKILL.md \u672c\u8cea\u4e0a\u662f\u7cbe\u5fc3\u8a2d\u8a08\u7684 prompt\uff0c\u7528\u4f86\u628a Claude \u5f9e\u901a\u7528 agent \u8f49\u8b8a\u70ba\u7279\u5b9a\u9818\u57df\u7684\u5c08\u5bb6\u3002<\/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\">anthropics\/skills\/\n\u251c\u2500\u2500 .claude-plugin\/\n\u2502   \u2514\u2500\u2500 marketplace.json         <span class=\"hljs-comment\"># Plugin \u5e02\u5834\u914d\u7f6e\uff0c\u5b9a\u7fa9\u5169\u500b plugin \u5305<\/span>\n\u251c\u2500\u2500 spec\/\n\u2502   \u2514\u2500\u2500 agent-skills-spec.md     <span class=\"hljs-comment\"># Agent Skills \u898f\u7bc4\uff08\u6307\u5411 agentskills.io\uff09<\/span>\n\u251c\u2500\u2500 template\/\n\u2502   \u2514\u2500\u2500 SKILL.md                 <span class=\"hljs-comment\"># Skill \u6a21\u677f\u2014\u2014\u6700\u5c0f\u53ef\u884c\u7684 Skill \u7d50\u69cb<\/span>\n\u251c\u2500\u2500 skills\/\n\u2502   \u251c\u2500\u2500 skill-creator\/           <span class=\"hljs-comment\"># \u5143\u6280\u80fd\uff1a\u6559 Claude \u5982\u4f55\u5275\u5efa\u65b0\u7684 Skill<\/span>\n\u2502   \u2502   \u251c\u2500\u2500 SKILL.md             <span class=\"hljs-comment\"># \u5b8c\u6574\u7684 Skill \u8a2d\u8a08\u65b9\u6cd5\u8ad6<\/span>\n\u2502   \u2502   \u251c\u2500\u2500 scripts\/             <span class=\"hljs-comment\"># init\u3001validate\u3001package \u5de5\u5177\u93c8<\/span>\n\u2502   \u2502   \u2514\u2500\u2500 references\/          <span class=\"hljs-comment\"># \u8a2d\u8a08\u6a21\u5f0f\u53c3\u8003\u6587\u4ef6<\/span>\n\u2502   \u251c\u2500\u2500 docx\/                    <span class=\"hljs-comment\"># \u6587\u4ef6\u6280\u80fd\uff1aWord \u6587\u4ef6\u7684 OOXML \u64cd\u4f5c<\/span>\n\u2502   \u251c\u2500\u2500 pdf\/                     <span class=\"hljs-comment\"># \u6587\u4ef6\u6280\u80fd\uff1aPDF \u8655\u7406\u5168\u5957\u5de5\u5177<\/span>\n\u2502   \u251c\u2500\u2500 pptx\/                    <span class=\"hljs-comment\"># \u6587\u4ef6\u6280\u80fd\uff1aPowerPoint \u64cd\u4f5c<\/span>\n\u2502   \u251c\u2500\u2500 xlsx\/                    <span class=\"hljs-comment\"># \u6587\u4ef6\u6280\u80fd\uff1aExcel \u516c\u5f0f\u8207\u683c\u5f0f<\/span>\n\u2502   \u251c\u2500\u2500 mcp-builder\/             <span class=\"hljs-comment\"># \u958b\u767c\u6280\u80fd\uff1aMCP Server \u5efa\u69cb\u6307\u5357<\/span>\n\u2502   \u251c\u2500\u2500 webapp-testing\/          <span class=\"hljs-comment\"># \u958b\u767c\u6280\u80fd\uff1aPlaywright Web \u6e2c\u8a66<\/span>\n\u2502   \u251c\u2500\u2500 web-artifacts-builder\/   <span class=\"hljs-comment\"># \u958b\u767c\u6280\u80fd\uff1aReact \u55ae\u6a94\u6253\u5305\u5de5\u5177<\/span>\n\u2502   \u251c\u2500\u2500 canvas-design\/           <span class=\"hljs-comment\"># \u5275\u610f\u6280\u80fd\uff1a\u8996\u89ba\u8a2d\u8a08\u54f2\u5b78\u7cfb\u7d71<\/span>\n\u2502   \u251c\u2500\u2500 algorithmic-art\/         <span class=\"hljs-comment\"># \u5275\u610f\u6280\u80fd\uff1ap5.js \u751f\u6210\u5f0f\u85dd\u8853<\/span>\n\u2502   \u251c\u2500\u2500 frontend-design\/         <span class=\"hljs-comment\"># \u5275\u610f\u6280\u80fd\uff1a\u524d\u7aef UI \u8a2d\u8a08<\/span>\n\u2502   \u251c\u2500\u2500 brand-guidelines\/        <span class=\"hljs-comment\"># \u4f01\u696d\u6280\u80fd\uff1aAnthropic \u54c1\u724c\u898f\u7bc4<\/span>\n\u2502   \u251c\u2500\u2500 internal-comms\/          <span class=\"hljs-comment\"># \u4f01\u696d\u6280\u80fd\uff1a\u5167\u90e8\u6e9d\u901a\u6a21\u677f<\/span>\n\u2502   \u251c\u2500\u2500 doc-coauthoring\/         <span class=\"hljs-comment\"># \u4f01\u696d\u6280\u80fd\uff1a\u6587\u4ef6\u5354\u4f5c\u5de5\u4f5c\u6d41<\/span>\n\u2502   \u251c\u2500\u2500 slack-gif-creator\/       <span class=\"hljs-comment\"># \u5275\u610f\u6280\u80fd\uff1aSlack GIF \u52d5\u756b<\/span>\n\u2502   \u2514\u2500\u2500 theme-factory\/           <span class=\"hljs-comment\"># \u5275\u610f\u6280\u80fd\uff1a\u4e3b\u984c\u5de5\u5ee0<\/span>\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\">\u6574\u9ad4\u67b6\u69cb\u5448\u73fe\u6e05\u6670\u7684\u4e09\u5c64\u7d50\u69cb\uff1a<strong>\u898f\u7bc4\u5c64<\/strong>\uff08spec + template\uff09\u5b9a\u7fa9\u300c\u4ec0\u9ebc\u662f Skill\u300d\u3001<strong>\u5143\u5c64<\/strong>\uff08skill-creator\uff09\u5b9a\u7fa9\u300c\u5982\u4f55\u5275\u5efa Skill\u300d\u3001<strong>\u5be6\u4f5c\u5c64<\/strong>\uff08\u5176\u9918 15 \u500b Skill\uff09\u63d0\u4f9b\u5177\u9ad4\u7bc4\u4f8b\u3002<\/p>\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\uff1aSKILL.md \u7684\u4e8c\u6bb5\u5f0f\u67b6\u69cb\u2014\u2014Frontmatter \u89f8\u767c + Body \u6307\u4ee4<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u6bcf\u500b Skill \u7684\u6838\u5fc3\u662f\u4e00\u500b SKILL.md \u6a94\u6848\uff0c\u5b83\u63a1\u7528 YAML frontmatter + Markdown body \u7684\u4e8c\u6bb5\u5f0f\u8a2d\u8a08\u3002\u9019\u500b\u8a2d\u8a08\u770b\u4f3c\u7c21\u55ae\uff0c\u5be6\u5247\u860a\u542b\u7cbe\u5de7\u7684\u8f09\u5165\u7b56\u7565\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/anthropics\/skills\/blob\/main\/template\/SKILL.md\"><code>template\/SKILL.md<\/code><\/a> \u2014 Skill \u7684\u6700\u5c0f\u6a21\u677f\uff0c\u5c55\u793a frontmatter + body \u7684\u57fa\u672c\u7d50\u69cb<\/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=\"PHP\" data-shcb-language-slug=\"php\"><span><code class=\"hljs language-php\">---\nname: template-skill\ndescription: Replace with description of the skill <span class=\"hljs-keyword\">and<\/span> when Claude should <span class=\"hljs-keyword\">use<\/span> <span class=\"hljs-title\">it<\/span>.\n---\n\n# <span class=\"hljs-title\">Insert<\/span> <span class=\"hljs-title\">instructions<\/span> <span class=\"hljs-title\">below<\/span>\n<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-2\"><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\">Frontmatter \u53ea\u6709\u5169\u500b\u5fc5\u586b\u6b04\u4f4d\uff1a<code>name<\/code> \u548c <code>description<\/code>\u3002\u9019\u662f\u523b\u610f\u7684\u8a2d\u8a08\u7d04\u675f\u2014\u2014<code>description<\/code> \u662f\u552f\u4e00\u7684\u89f8\u767c\u6a5f\u5236\uff0cClaude \u6839\u64da\u5b83\u5224\u65b7\u4f55\u6642\u555f\u7528 Skill\u3002Body \u7684\u5167\u5bb9\u53ea\u6709\u5728 Skill \u88ab\u89f8\u767c\u5f8c\u624d\u6703\u8f09\u5165\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f86\u770b\u4e00\u500b\u771f\u5be6\u7684 description \u5982\u4f55\u8a2d\u8a08\u89f8\u767c\u689d\u4ef6\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/anthropics\/skills\/blob\/main\/skills\/docx\/SKILL.md\"><code>skills\/docx\/SKILL.md<\/code><\/a> \u2014 \u5c55\u793a\u9ad8\u54c1\u8cea\u7684 description \u5beb\u6cd5\uff0c\u7cbe\u78ba\u5b9a\u7fa9\u4e94\u500b\u89f8\u767c\u5834\u666f<\/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=\"CSS\" data-shcb-language-slug=\"css\"><span><code class=\"hljs language-css\"><span class=\"hljs-selector-tag\">---<\/span>\n<span class=\"hljs-selector-tag\">name<\/span>: <span class=\"hljs-selector-tag\">docx<\/span>\n<span class=\"hljs-selector-tag\">description<\/span>: \"<span class=\"hljs-selector-tag\">Comprehensive<\/span> <span class=\"hljs-selector-tag\">document<\/span> <span class=\"hljs-selector-tag\">creation<\/span>, <span class=\"hljs-selector-tag\">editing<\/span>, <span class=\"hljs-selector-tag\">and<\/span> <span class=\"hljs-selector-tag\">analysis<\/span> <span class=\"hljs-selector-tag\">with<\/span> <span class=\"hljs-selector-tag\">support<\/span>\n  <span class=\"hljs-selector-tag\">for<\/span> <span class=\"hljs-selector-tag\">tracked<\/span> <span class=\"hljs-selector-tag\">changes<\/span>, <span class=\"hljs-selector-tag\">comments<\/span>, <span class=\"hljs-selector-tag\">formatting<\/span> <span class=\"hljs-selector-tag\">preservation<\/span>, <span class=\"hljs-selector-tag\">and<\/span> <span class=\"hljs-selector-tag\">text<\/span> <span class=\"hljs-selector-tag\">extraction<\/span>.\n  <span class=\"hljs-selector-tag\">When<\/span> <span class=\"hljs-selector-tag\">Claude<\/span> <span class=\"hljs-selector-tag\">needs<\/span> <span class=\"hljs-selector-tag\">to<\/span> <span class=\"hljs-selector-tag\">work<\/span> <span class=\"hljs-selector-tag\">with<\/span> <span class=\"hljs-selector-tag\">professional<\/span> <span class=\"hljs-selector-tag\">documents<\/span> (<span class=\"hljs-selector-class\">.docx<\/span> <span class=\"hljs-selector-tag\">files<\/span>) <span class=\"hljs-selector-tag\">for<\/span>:\n  (1) <span class=\"hljs-selector-tag\">Creating<\/span> <span class=\"hljs-selector-tag\">new<\/span> <span class=\"hljs-selector-tag\">documents<\/span>, (2) <span class=\"hljs-selector-tag\">Modifying<\/span> <span class=\"hljs-selector-tag\">or<\/span> <span class=\"hljs-selector-tag\">editing<\/span> <span class=\"hljs-selector-tag\">content<\/span>,\n  (3) <span class=\"hljs-selector-tag\">Working<\/span> <span class=\"hljs-selector-tag\">with<\/span> <span class=\"hljs-selector-tag\">tracked<\/span> <span class=\"hljs-selector-tag\">changes<\/span>, (4) <span class=\"hljs-selector-tag\">Adding<\/span> <span class=\"hljs-selector-tag\">comments<\/span>,\n  <span class=\"hljs-selector-tag\">or<\/span> <span class=\"hljs-selector-tag\">any<\/span> <span class=\"hljs-selector-tag\">other<\/span> <span class=\"hljs-selector-tag\">document<\/span> <span class=\"hljs-selector-tag\">tasks<\/span>\"\n<span class=\"hljs-selector-tag\">---<\/span>\n<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-3\"><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\u88e1\u7684\u8a2d\u8a08\u7406\u5ff5\u662f\uff1a<strong>\u628a\u300c\u4f55\u6642\u4f7f\u7528\u300d\u7684\u908f\u8f2f\u5168\u90e8\u653e\u5728 metadata \u5c64<\/strong>\uff0c\u800c\u4e0d\u662f\u653e\u5728 body \u88e1\u3002\u56e0\u70ba body \u53ea\u6709\u5728\u89f8\u767c\u5f8c\u624d\u8f09\u5165\u2014\u2014\u5982\u679c\u89f8\u767c\u689d\u4ef6\u5beb\u5728 body \u88e1\uff0cClaude \u6c38\u9060\u770b\u4e0d\u5230\u5b83\u3002\u9019\u662f\u4e00\u500b\u5bb9\u6613\u72af\u7684\u932f\u8aa4\uff0cskill-creator \u7684 SKILL.md \u4e2d\u7279\u5225\u5f37\u8abf\u4e86\u9019\u4e00\u9ede\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u8a2d\u8a08\u4e8c\uff1aProgressive Disclosure\u2014\u2014\u4e09\u5c64\u8f09\u5165\u67b6\u69cb<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u662f\u6574\u500b Skills \u7cfb\u7d71\u6700\u6838\u5fc3\u7684\u8a2d\u8a08\u7406\u5ff5\u3002skill-creator \u4e2d\u660e\u78ba\u5b9a\u7fa9\u4e86\u4e09\u5c64\u6f38\u9032\u5f0f\u8f09\u5165\u6a5f\u5236\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/anthropics\/skills\/blob\/main\/skills\/skill-creator\/SKILL.md\"><code>skills\/skill-creator\/SKILL.md<\/code><\/a> \u2014 \u5143\u6280\u80fd\uff0c\u5305\u542b\u5b8c\u6574\u7684 Skill \u8a2d\u8a08\u65b9\u6cd5\u8ad6\u548c Progressive Disclosure \u8a2d\u8a08\u539f\u5247<\/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=\"CSS\" data-shcb-language-slug=\"css\"><span><code class=\"hljs language-css\">1. <span class=\"hljs-selector-tag\">Metadata<\/span> (<span class=\"hljs-selector-tag\">name<\/span> + <span class=\"hljs-selector-tag\">description<\/span>) \u2014 \u6c38\u9060\u5728 <span class=\"hljs-selector-tag\">context<\/span> \u4e2d\uff08~100 <span class=\"hljs-selector-tag\">words<\/span>\uff09\n2. <span class=\"hljs-selector-tag\">SKILL<\/span><span class=\"hljs-selector-class\">.md<\/span> <span class=\"hljs-selector-tag\">body<\/span>             \u2014 \u7576 <span class=\"hljs-selector-tag\">Skill<\/span> \u89f8\u767c\u6642\u8f09\u5165\uff08&lt;5<span class=\"hljs-selector-tag\">k<\/span> <span class=\"hljs-selector-tag\">words<\/span>\uff09\n3. <span class=\"hljs-selector-tag\">Bundled<\/span> <span class=\"hljs-selector-tag\">resources<\/span>         \u2014 \u7531 <span class=\"hljs-selector-tag\">Claude<\/span> \u6309\u9700\u8f09\u5165\uff08\u7121\u4e0a\u9650\uff09\n<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-4\"><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\">\u70ba\u4ec0\u9ebc\u8981\u9019\u6a23\u5206\u5c64\uff1f\u56e0\u70ba <strong>context window \u662f\u516c\u5171\u8ca1<\/strong>\uff08\u539f\u6587\uff1a\u300cThe context window is a public good\u300d\uff09\u3002Skill \u548c\u7cfb\u7d71 prompt\u3001\u5c0d\u8a71\u6b77\u53f2\u3001\u5176\u4ed6 Skill \u7684 metadata\u3001\u4f7f\u7528\u8005\u8acb\u6c42\u5171\u4eab\u540c\u4e00\u500b context window\u3002\u5982\u679c\u6bcf\u500b Skill \u90fd\u628a\u6240\u6709\u77e5\u8b58\u585e\u9032\u53bb\uff0ccontext \u5f88\u5feb\u5c31\u6703\u7206\u70b8\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u500b\u7406\u5ff5\u76f4\u63a5\u9ad4\u73fe\u5728\u8cc7\u6e90\u76ee\u9304\u7684\u8a2d\u8a08\u4e0a\u3002\u6bcf\u500b Skill \u53ef\u4ee5\u5305\u542b\u4e09\u7a2e\u9644\u52a0\u8cc7\u6e90\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-5\" data-shcb-language-name=\"PHP\" data-shcb-language-slug=\"php\"><span><code class=\"hljs language-php\">skill-name\/\n\u251c\u2500\u2500 SKILL.md          <span class=\"hljs-comment\"># \u6838\u5fc3\u6307\u4ee4\uff08&lt;500 \u884c\uff09<\/span>\n\u251c\u2500\u2500 scripts\/          <span class=\"hljs-comment\"># \u53ef\u57f7\u884c\u8173\u672c\u2014\u2014\u53ef\u4ee5\u76f4\u63a5\u57f7\u884c\u800c\u4e0d\u9700\u8981\u8b80\u5165 context<\/span>\n\u251c\u2500\u2500 references\/       <span class=\"hljs-comment\"># \u53c3\u8003\u6587\u4ef6\u2014\u2014\u6309\u9700\u8f09\u5165<\/span>\n\u2514\u2500\u2500 assets\/           <span class=\"hljs-comment\"># \u975c\u614b\u8cc7\u6e90\u2014\u2014\u7528\u65bc\u8f38\u51fa\uff0c\u4e0d\u9700\u8981\u8f09\u5165\u5230 context<\/span>\n<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-5\"><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\">\u6bcf\u7a2e\u8cc7\u6e90\u7684\u8a2d\u8a08\u610f\u5716\u5b8c\u5168\u4e0d\u540c\uff1a<code>scripts\/<\/code> \u662f token-efficient \u7684\u2014\u2014\u8173\u672c\u53ef\u4ee5\u76f4\u63a5\u57f7\u884c\u800c\u4e0d\u5fc5\u8b80\u5165 context window\uff1b<code>references\/<\/code> \u662f\u6309\u9700\u8b80\u53d6\u7684\u6df1\u5ea6\u6587\u4ef6\uff1b<code>assets\/<\/code> \u5247\u5b8c\u5168\u4e0d\u9032\u5165 context\uff0c\u53ea\u7528\u65bc\u6700\u7d42\u8f38\u51fa\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u8a2d\u8a08\u4e09\uff1a\u81ea\u7531\u5ea6\u5206\u7d1a\u2014\u2014\u5f9e\u300c\u7a84\u6a4b\u300d\u5230\u300c\u958b\u95ca\u539f\u91ce\u300d<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">skill-creator \u4e2d\u63d0\u51fa\u4e86\u4e00\u500b\u7cbe\u5999\u7684\u96b1\u55bb\u4f86\u6307\u5c0e Skill \u8a2d\u8a08\u8005\u5982\u4f55\u63a7\u5236\u6307\u4ee4\u7684\u7cbe\u78ba\u5ea6\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\"><span><code class=\"hljs\">\u60f3\u50cf Claude \u6b63\u5728\u8d70\u4e00\u689d\u8def\uff1a\n- \u61f8\u5d16\u908a\u7684\u7a84\u6a4b\u9700\u8981\u7cbe\u78ba\u7684\u8b77\u6b04\uff08\u4f4e\u81ea\u7531\u5ea6\uff09\n- \u958b\u95ca\u7684\u539f\u91ce\u5141\u8a31\u591a\u689d\u8def\u7dda\uff08\u9ad8\u81ea\u7531\u5ea6\uff09\n<\/code><\/span><\/pre><\/div>\n\n\n<p class=\"wp-block-paragraph\">\u4e09\u500b\u81ea\u7531\u5ea6\u7b49\u7d1a\u7684\u5b9a\u7fa9\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\"><span><code class=\"hljs\">\u9ad8\u81ea\u7531\u5ea6\uff08\u6587\u5b57\u6307\u4ee4\uff09\uff1a\u591a\u7a2e\u65b9\u6cd5\u90fd\u53ef\u884c\uff0c\u6c7a\u7b56\u53d6\u6c7a\u65bc\u60c5\u5883\n\u4e2d\u81ea\u7531\u5ea6\uff08\u507d\u4ee3\u78bc\u6216\u5e36\u53c3\u6578\u7684\u8173\u672c\uff09\uff1a\u6709\u504f\u597d\u7684\u6a21\u5f0f\uff0c\u4f46\u5141\u8a31\u4e00\u5b9a\u7684\u8b8a\u5316\n\u4f4e\u81ea\u7531\u5ea6\uff08\u7279\u5b9a\u8173\u672c\uff0c\u5c11\u91cf\u53c3\u6578\uff09\uff1a\u64cd\u4f5c\u5bb9\u6613\u51fa\u932f\uff0c\u4e00\u81f4\u6027\u81f3\u95dc\u91cd\u8981\n<\/code><\/span><\/pre><\/div>\n\n\n<p class=\"wp-block-paragraph\">\u9019\u500b\u8a2d\u8a08\u7406\u5ff5\u5728\u4e0d\u540c\u7684 Skill \u4e2d\u6709\u9bae\u660e\u7684\u5c0d\u6bd4\u9ad4\u73fe\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u4f4e\u81ea\u7531\u5ea6\u7bc4\u4f8b\u2014\u2014docx \u7684 Redlining workflow\uff1a<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/anthropics\/skills\/blob\/main\/skills\/docx\/SKILL.md\"><code>skills\/docx\/SKILL.md<\/code><\/a> \u2014 Word \u6587\u4ef6\u64cd\u4f5c\u7684\u56b4\u683c\u5de5\u4f5c\u6d41\u5b9a\u7fa9<\/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=\"HTML, XML\" data-shcb-language-slug=\"xml\"><span><code class=\"hljs language-xml\">### Redlining workflow for document review\n**Batching Strategy**: Group related changes into batches of 3-10 changes.\n\n# BAD - Replaces entire sentence\n'<span class=\"hljs-tag\">&lt;<span class=\"hljs-name\">w:del<\/span>&gt;<\/span>...<span class=\"hljs-tag\">&lt;<span class=\"hljs-name\">w:delText<\/span>&gt;<\/span>The term is 30 days.<span class=\"hljs-tag\">&lt;\/<span class=\"hljs-name\">w:delText<\/span>&gt;<\/span>...<span class=\"hljs-tag\">&lt;\/<span class=\"hljs-name\">w:del<\/span>&gt;<\/span>'\n\n# GOOD - Only marks what changed, preserves original <span class=\"hljs-tag\">&lt;<span class=\"hljs-name\">w:r<\/span>&gt;<\/span> for unchanged text\n'<span class=\"hljs-tag\">&lt;<span class=\"hljs-name\">w:r<\/span> <span class=\"hljs-attr\">w:rsidR<\/span>=<span class=\"hljs-string\">\"00AB12CD\"<\/span>&gt;<\/span><span class=\"hljs-tag\">&lt;<span class=\"hljs-name\">w:t<\/span>&gt;<\/span>The term is <span class=\"hljs-tag\">&lt;\/<span class=\"hljs-name\">w:t<\/span>&gt;<\/span><span class=\"hljs-tag\">&lt;\/<span class=\"hljs-name\">w:r<\/span>&gt;<\/span>\n <span class=\"hljs-tag\">&lt;<span class=\"hljs-name\">w:del<\/span>&gt;<\/span><span class=\"hljs-tag\">&lt;<span class=\"hljs-name\">w:r<\/span>&gt;<\/span><span class=\"hljs-tag\">&lt;<span class=\"hljs-name\">w:delText<\/span>&gt;<\/span>30<span class=\"hljs-tag\">&lt;\/<span class=\"hljs-name\">w:delText<\/span>&gt;<\/span><span class=\"hljs-tag\">&lt;\/<span class=\"hljs-name\">w:r<\/span>&gt;<\/span><span class=\"hljs-tag\">&lt;\/<span class=\"hljs-name\">w:del<\/span>&gt;<\/span>\n <span class=\"hljs-tag\">&lt;<span class=\"hljs-name\">w:ins<\/span>&gt;<\/span><span class=\"hljs-tag\">&lt;<span class=\"hljs-name\">w:r<\/span>&gt;<\/span><span class=\"hljs-tag\">&lt;<span class=\"hljs-name\">w:t<\/span>&gt;<\/span>60<span class=\"hljs-tag\">&lt;\/<span class=\"hljs-name\">w:t<\/span>&gt;<\/span><span class=\"hljs-tag\">&lt;\/<span class=\"hljs-name\">w:r<\/span>&gt;<\/span><span class=\"hljs-tag\">&lt;\/<span class=\"hljs-name\">w:ins<\/span>&gt;<\/span>\n <span class=\"hljs-tag\">&lt;<span class=\"hljs-name\">w:r<\/span> <span class=\"hljs-attr\">w:rsidR<\/span>=<span class=\"hljs-string\">\"00AB12CD\"<\/span>&gt;<\/span><span class=\"hljs-tag\">&lt;<span class=\"hljs-name\">w:t<\/span>&gt;<\/span> days.<span class=\"hljs-tag\">&lt;\/<span class=\"hljs-name\">w:t<\/span>&gt;<\/span><span class=\"hljs-tag\">&lt;\/<span class=\"hljs-name\">w:r<\/span>&gt;<\/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\">HTML, XML<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">xml<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre><\/div>\n\n\n<p class=\"wp-block-paragraph\">\u9019\u662f\u5178\u578b\u7684\u300c\u7a84\u6a4b\u300d\u5834\u666f\u2014\u2014OOXML \u7684 tracked changes \u975e\u5e38\u8106\u5f31\uff0c\u4e00\u500b\u932f\u8aa4\u7684 XML \u7d50\u69cb\u5c31\u6703\u5c0e\u81f4\u6587\u4ef6\u640d\u58de\u3002\u56e0\u6b64 Skill \u63d0\u4f9b\u4e86\u7cbe\u78ba\u5230\u6bcf\u500b XML \u6a19\u7c64\u7684\u64cd\u4f5c\u6307\u5357\uff0c\u751a\u81f3\u5340\u5206\u4e86 BAD \u548c GOOD \u7684\u505a\u6cd5\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u9ad8\u81ea\u7531\u5ea6\u7bc4\u4f8b\u2014\u2014canvas-design \u7684\u8a2d\u8a08\u54f2\u5b78\uff1a<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/anthropics\/skills\/blob\/main\/skills\/canvas-design\/SKILL.md\"><code>skills\/canvas-design\/SKILL.md<\/code><\/a> \u2014 \u8996\u89ba\u8a2d\u8a08 Skill\uff0c\u5c55\u793a\u9ad8\u81ea\u7531\u5ea6\u7684\u300c\u54f2\u5b78\u5f15\u5c0e\u5f0f\u300d\u8a2d\u8a08<\/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=\"PHP\" data-shcb-language-slug=\"php\"><span><code class=\"hljs language-php\"><span class=\"hljs-comment\">## DESIGN PHILOSOPHY CREATION<\/span>\n\nName the movement (<span class=\"hljs-number\">1<\/span><span class=\"hljs-number\">-2<\/span> words): <span class=\"hljs-string\">\"Brutalist Joy\"<\/span> \/ <span class=\"hljs-string\">\"Chromatic Silence\"<\/span>\n\nArticulate the philosophy (<span class=\"hljs-number\">4<\/span><span class=\"hljs-number\">-6<\/span> paragraphs):\n- Space <span class=\"hljs-keyword\">and<\/span> form\n- Color <span class=\"hljs-keyword\">and<\/span> material\n- Scale <span class=\"hljs-keyword\">and<\/span> rhythm\n- Composition <span class=\"hljs-keyword\">and<\/span> balance\n\nLeave creative space: Remain specific about the aesthetic direction,\nbut concise enough that the next Claude has room to make interpretive\nchoices also at an extremely high level of craftsmanship.\n<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-7\"><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\u5b8c\u5168\u76f8\u53cd\u7684\u300c\u958b\u95d8\u539f\u91ce\u300d\u2014\u2014\u8a2d\u8a08\u5275\u4f5c\u6709\u7121\u9650\u53ef\u80fd\uff0c\u4efb\u4f55\u7cbe\u78ba\u7684\u6a21\u677f\u90fd\u6703\u627c\u6bba\u5275\u610f\u3002\u56e0\u6b64 Skill \u4e0d\u63d0\u4f9b\u6a21\u677f\uff0c\u800c\u662f\u63d0\u4f9b\u300c\u8a2d\u8a08\u54f2\u5b78\u300d\u2014\u2014\u4e00\u500b\u7f8e\u5b78\u65b9\u5411\u7684\u5ba3\u8a00\uff0c\u8b93 Claude \u81ea\u884c\u8a6e\u91cb\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u8a2d\u8a08\u56db\uff1aScripts \u7684\u9ed1\u76d2\u5b50\u8a2d\u8a08\u2014\u2014\u300c\u5148\u8dd1\u518d\u8aaa\u300d\u539f\u5247<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">webapp-testing Skill \u4e2d\u6709\u4e00\u6bb5\u975e\u5e38\u503c\u5f97\u6ce8\u610f\u7684\u8a2d\u8a08\u6307\u4ee4\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/anthropics\/skills\/blob\/main\/skills\/webapp-testing\/SKILL.md\"><code>skills\/webapp-testing\/SKILL.md<\/code><\/a> \u2014 Web \u6e2c\u8a66 Skill\uff0c\u5c55\u793a\u8173\u672c\u9ed1\u76d2\u5b50\u8a2d\u8a08\u6a21\u5f0f<\/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=\"JavaScript\" data-shcb-language-slug=\"javascript\"><span><code class=\"hljs language-javascript\">**Always run scripts <span class=\"hljs-keyword\">with<\/span> <span class=\"hljs-string\">`--help`<\/span> first** to see usage.\nDO NOT read the source until you <span class=\"hljs-keyword\">try<\/span> running the script first\nand find that a customized solution is absolutely necessary.\nThese scripts can be very large and thus pollute your context <span class=\"hljs-built_in\">window<\/span>.\nThey exist to be called directly <span class=\"hljs-keyword\">as<\/span> black-box scripts rather than\ningested into your context <span class=\"hljs-built_in\">window<\/span>.\n<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-8\"><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\u6bb5\u6307\u4ee4\u63ed\u793a\u4e86\u4e00\u500b\u6df1\u5c64\u7684 AI Agent \u8a2d\u8a08\u539f\u5247\uff1a<strong>\u8173\u672c\u4e0d\u662f\u6587\u4ef6\uff0c\u800c\u662f\u5de5\u5177<\/strong>\u3002\u50b3\u7d71\u958b\u767c\u4e2d\uff0c\u6211\u5011\u7fd2\u6163\u5148\u8b80\u61c2\u539f\u59cb\u78bc\u518d\u4f7f\u7528\uff1b\u4f46\u5728 AI Agent \u7684\u8a9e\u5883\u4e2d\uff0c\u6bcf\u8b80\u4e00\u884c\u7a0b\u5f0f\u78bc\u90fd\u6d88\u8017 context window \u7684\u7a7a\u9593\u3002\u8b93 Claude \u5148\u7528 <code>--help<\/code> \u4e86\u89e3\u4ecb\u9762\uff0c\u76f4\u63a5\u57f7\u884c\uff0c\u53ea\u6709\u5728\u9700\u8981\u5ba2\u88fd\u5316\u6642\u624d\u8b80\u539f\u59cb\u78bc\u2014\u2014\u9019\u662f\u4e00\u500b\u53cd\u76f4\u89ba\u4f46\u6975\u5176\u5408\u7406\u7684\u8cc7\u6e90\u7ba1\u7406\u7b56\u7565\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u8a2d\u8a08\u4e94\uff1aDecision Tree \u6a21\u5f0f\u2014\u2014\u7528\u689d\u4ef6\u5206\u652f\u53d6\u4ee3\u7dda\u6027\u6307\u4ee4<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u591a\u500b Skill \u90fd\u63a1\u7528\u4e86 Decision Tree \u7684\u7d50\u69cb\u4f86\u5f15\u5c0e Claude \u505a\u51fa\u6b63\u78ba\u7684\u5de5\u5177\u9078\u64c7\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/anthropics\/skills\/blob\/main\/skills\/docx\/SKILL.md\"><code>skills\/docx\/SKILL.md<\/code><\/a> \u2014 \u5c55\u793a\u689d\u4ef6\u5206\u652f\u5f0f\u7684\u5de5\u4f5c\u6d41\u6c7a\u7b56\u6a39<\/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=\"PHP\" data-shcb-language-slug=\"php\"><span><code class=\"hljs language-php\"><span class=\"hljs-comment\">## Workflow Decision Tree<\/span>\n\n<span class=\"hljs-comment\">### Reading\/Analyzing Content<\/span>\n<span class=\"hljs-keyword\">Use<\/span> \"<span class=\"hljs-title\">Text<\/span> <span class=\"hljs-title\">extraction<\/span>\" <span class=\"hljs-title\">or<\/span> \"<span class=\"hljs-title\">Raw<\/span> <span class=\"hljs-title\">XML<\/span> <span class=\"hljs-title\">access<\/span>\" <span class=\"hljs-title\">sections<\/span> <span class=\"hljs-title\">below<\/span>\n\n### <span class=\"hljs-title\">Creating<\/span> <span class=\"hljs-title\">New<\/span> <span class=\"hljs-title\">Document<\/span>\n<span class=\"hljs-title\">Use<\/span> \"<span class=\"hljs-title\">Creating<\/span> <span class=\"hljs-title\">a<\/span> <span class=\"hljs-title\">new<\/span> <span class=\"hljs-title\">Word<\/span> <span class=\"hljs-title\">document<\/span>\" <span class=\"hljs-title\">workflow<\/span>\n\n### <span class=\"hljs-title\">Editing<\/span> <span class=\"hljs-title\">Existing<\/span> <span class=\"hljs-title\">Document<\/span>\n- **<span class=\"hljs-title\">Your<\/span> <span class=\"hljs-title\">own<\/span> <span class=\"hljs-title\">document<\/span> + <span class=\"hljs-title\">simple<\/span> <span class=\"hljs-title\">changes<\/span>**\n  <span class=\"hljs-title\">Use<\/span> \"<span class=\"hljs-title\">Basic<\/span> <span class=\"hljs-title\">OOXML<\/span> <span class=\"hljs-title\">editing<\/span>\" <span class=\"hljs-title\">workflow<\/span>\n\n- **<span class=\"hljs-title\">Someone<\/span> <span class=\"hljs-title\">else<\/span>'<span class=\"hljs-title\">s<\/span> <span class=\"hljs-title\">document<\/span>**\n  <span class=\"hljs-title\">Use<\/span> **\"<span class=\"hljs-title\">Redlining<\/span> <span class=\"hljs-title\">workflow<\/span>\"** (<span class=\"hljs-title\">recommended<\/span> <span class=\"hljs-title\">default<\/span>)\n\n- **<span class=\"hljs-title\">Legal<\/span>, <span class=\"hljs-title\">academic<\/span>, <span class=\"hljs-title\">business<\/span>, <span class=\"hljs-title\">or<\/span> <span class=\"hljs-title\">government<\/span> <span class=\"hljs-title\">docs<\/span>**\n  <span class=\"hljs-title\">Use<\/span> **\"<span class=\"hljs-title\">Redlining<\/span> <span class=\"hljs-title\">workflow<\/span>\"** (<span class=\"hljs-title\">required<\/span>)\n<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-9\"><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\">webapp-testing \u4e5f\u6709\u985e\u4f3c\u7d50\u69cb\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-10\" data-shcb-language-name=\"PHP\" data-shcb-language-slug=\"php\"><span><code class=\"hljs language-php\"><span class=\"hljs-comment\">## Decision Tree: Choosing Your Approach<\/span>\n\nUser task \u2192 Is it <span class=\"hljs-keyword\">static<\/span> HTML?\n    \u251c\u2500 Yes \u2192 Read HTML file directly to identify selectors\n    \u2514\u2500 No (dynamic webapp) \u2192 Is the server already running?\n        \u251c\u2500 No \u2192 Run: python scripts\/with_server.py --help\n        \u2514\u2500 Yes \u2192 Reconnaissance-then-action\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\">\u9019\u4e0d\u662f\u7d66\u4eba\u985e\u95b1\u8b80\u7684\u6587\u4ef6\u67b6\u69cb\u2014\u2014\u9019\u662f\u7d66 AI \u7684<strong>\u689d\u4ef6\u5f0f\u8def\u7531<\/strong>\u3002\u8207\u5176\u5beb\u4e00\u5806\u300c\u5982\u679c&#8230;\u90a3\u9ebc&#8230;\u300d\u7684\u6bb5\u843d\uff0c\u4e0d\u5982\u7528\u8996\u89ba\u5316\u7684\u6c7a\u7b56\u6a39\uff0c\u8b93 Claude \u53ef\u4ee5\u5feb\u901f\u5b9a\u4f4d\u5230\u6b63\u78ba\u7684\u5de5\u4f5c\u6d41\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u8a2d\u8a08\u516d\uff1a\u5143\u6280\u80fd\uff08Meta-Skill\uff09\u2014\u2014\u6559 AI \u5982\u4f55\u6559\u81ea\u5df1<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">skill-creator \u662f\u6574\u500b\u5c08\u6848\u4e2d\u6700\u7368\u7279\u7684\u5b58\u5728\uff1a<strong>\u4e00\u500b\u6559 Claude \u5982\u4f55\u5275\u5efa\u65b0 Skill \u7684 Skill<\/strong>\u3002\u9019\u662f\u4e00\u500b\u905e\u6b78\u7684\u8a2d\u8a08\u2014\u2014\u5b83\u672c\u8eab\u5c31\u662f\u4e00\u500b Skill\uff0c\u540c\u6642\u5305\u542b\u4e86\u5982\u4f55\u8a2d\u8a08 Skill \u7684\u5b8c\u6574\u65b9\u6cd5\u8ad6\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/anthropics\/skills\/blob\/main\/skills\/skill-creator\/SKILL.md\"><code>skills\/skill-creator\/SKILL.md<\/code><\/a> \u2014 \u5143\u6280\u80fd\u7684\u516d\u6b65\u9a5f\u65b9\u6cd5\u8ad6<\/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\">## <span class=\"hljs-selector-tag\">Skill<\/span> <span class=\"hljs-selector-tag\">Creation<\/span> <span class=\"hljs-selector-tag\">Process<\/span>\n\n1. <span class=\"hljs-selector-tag\">Understand<\/span> <span class=\"hljs-selector-tag\">the<\/span> <span class=\"hljs-selector-tag\">skill<\/span> <span class=\"hljs-selector-tag\">with<\/span> <span class=\"hljs-selector-tag\">concrete<\/span> <span class=\"hljs-selector-tag\">examples<\/span>\n2. <span class=\"hljs-selector-tag\">Plan<\/span> <span class=\"hljs-selector-tag\">reusable<\/span> <span class=\"hljs-selector-tag\">skill<\/span> <span class=\"hljs-selector-tag\">contents<\/span> (<span class=\"hljs-selector-tag\">scripts<\/span>, <span class=\"hljs-selector-tag\">references<\/span>, <span class=\"hljs-selector-tag\">assets<\/span>)\n3. <span class=\"hljs-selector-tag\">Initialize<\/span> <span class=\"hljs-selector-tag\">the<\/span> <span class=\"hljs-selector-tag\">skill<\/span> (<span class=\"hljs-selector-tag\">run<\/span> <span class=\"hljs-selector-tag\">init_skill<\/span><span class=\"hljs-selector-class\">.py<\/span>)\n4. <span class=\"hljs-selector-tag\">Edit<\/span> <span class=\"hljs-selector-tag\">the<\/span> <span class=\"hljs-selector-tag\">skill<\/span> (<span class=\"hljs-selector-tag\">implement<\/span> <span class=\"hljs-selector-tag\">resources<\/span> <span class=\"hljs-selector-tag\">and<\/span> <span class=\"hljs-selector-tag\">write<\/span> <span class=\"hljs-selector-tag\">SKILL<\/span><span class=\"hljs-selector-class\">.md<\/span>)\n5. <span class=\"hljs-selector-tag\">Package<\/span> <span class=\"hljs-selector-tag\">the<\/span> <span class=\"hljs-selector-tag\">skill<\/span> (<span class=\"hljs-selector-tag\">run<\/span> <span class=\"hljs-selector-tag\">package_skill<\/span><span class=\"hljs-selector-class\">.py<\/span>)\n6. <span class=\"hljs-selector-tag\">Iterate<\/span> <span class=\"hljs-selector-tag\">based<\/span> <span class=\"hljs-selector-tag\">on<\/span> <span class=\"hljs-selector-tag\">real<\/span> <span class=\"hljs-selector-tag\">usage<\/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\u516d\u500b\u6b65\u9a5f\u7684\u8a2d\u8a08\u7279\u5225\u503c\u5f97\u6ce8\u610f\uff1a<strong>\u5b83\u5f9e\u4f7f\u7528\u8005\u8a2a\u8ac7\u958b\u59cb<\/strong>\uff08\u6b65\u9a5f 1\uff09\uff0c\u800c\u975e\u5f9e\u6280\u8853\u5be6\u4f5c\u958b\u59cb\u3002\u9019\u53cd\u6620\u4e86\u4e00\u500b\u91cd\u8981\u7684\u8a8d\u77e5\u2014\u2014Skill \u7684\u54c1\u8cea\u4e0d\u53d6\u6c7a\u65bc\u6280\u8853\u7cbe\u5de7\u5ea6\uff0c\u800c\u53d6\u6c7a\u65bc\u5b83\u662f\u5426\u6e96\u78ba\u7406\u89e3\u4e86\u4f7f\u7528\u60c5\u5883\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6b65\u9a5f 2 \u7684\u300c\u5206\u6790\u6bcf\u500b\u5177\u9ad4\u7bc4\u4f8b\u300d\u9032\u4e00\u6b65\u89e3\u91cb\u4e86\u8a2d\u8a08\u610f\u5716\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\">### Step 2: Planning the Reusable Skill Contents<\/span>\n\nTo turn concrete examples into an effective skill, analyze each example by:\n<span class=\"hljs-number\">1.<\/span> Considering how to execute on the example from scratch\n<span class=\"hljs-number\">2.<\/span> Identifying what scripts, references, <span class=\"hljs-keyword\">and<\/span> assets would be helpful\n   when executing these workflows repeatedly\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<h3 class=\"wp-block-heading\">\u8a2d\u8a08\u4e03\uff1aPlugin Marketplace \u7684\u5206\u7d44\u7b56\u7565<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">marketplace.json \u63ed\u793a\u4e86 Skills \u7684\u5206\u767c\u6a5f\u5236\u8a2d\u8a08\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/anthropics\/skills\/blob\/main\/.claude-plugin\/marketplace.json\"><code>.claude-plugin\/marketplace.json<\/code><\/a> \u2014 Plugin \u5e02\u5834\u914d\u7f6e\uff0c\u5b9a\u7fa9 Skill \u7684\u5206\u7d44\u8207\u5206\u767c\u7b56\u7565<\/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=\"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\">\"document-skills\"<\/span>,\n      <span class=\"hljs-attr\">\"description\"<\/span>: <span class=\"hljs-string\">\"Collection of document processing suite...\"<\/span>,\n      <span class=\"hljs-attr\">\"skills\"<\/span>: &#91;\n        <span class=\"hljs-string\">\".\/skills\/xlsx\"<\/span>, <span class=\"hljs-string\">\".\/skills\/docx\"<\/span>,\n        <span class=\"hljs-string\">\".\/skills\/pptx\"<\/span>, <span class=\"hljs-string\">\".\/skills\/pdf\"<\/span>\n      ]\n    },\n    {\n      <span class=\"hljs-attr\">\"name\"<\/span>: <span class=\"hljs-string\">\"example-skills\"<\/span>,\n      <span class=\"hljs-attr\">\"description\"<\/span>: <span class=\"hljs-string\">\"Collection of example skills...\"<\/span>,\n      <span class=\"hljs-attr\">\"skills\"<\/span>: &#91;\n        <span class=\"hljs-string\">\".\/skills\/algorithmic-art\"<\/span>, <span class=\"hljs-string\">\".\/skills\/brand-guidelines\"<\/span>,\n        <span class=\"hljs-string\">\".\/skills\/canvas-design\"<\/span>, <span class=\"hljs-string\">\".\/skills\/frontend-design\"<\/span>,\n        <span class=\"hljs-string\">\".\/skills\/mcp-builder\"<\/span>, <span class=\"hljs-string\">\".\/skills\/skill-creator\"<\/span>,\n        ...\n      ]\n    }\n  ]\n}\n<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-13\"><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\u500b plugin \u5305\u7684\u5206\u7d44\u908f\u8f2f\u5f88\u6e05\u6670\uff1a<code>document-skills<\/code> \u662f\u56db\u500b\u751f\u7522\u7d1a\u6587\u4ef6\u8655\u7406 Skill\uff08source-available \u6388\u6b0a\uff09\uff0c<code>example-skills<\/code> \u662f 12 \u500b\u793a\u7bc4\u6027 Skill\uff08Apache 2.0 \u958b\u6e90\uff09\u3002\u9019\u7a2e\u5206\u7d44\u53cd\u6620\u4e86 Anthropic \u5c0d Skill \u6210\u719f\u5ea6\u7684\u5206\u5c64\u7ba1\u7406\u2014\u2014\u751f\u7522\u7d1a Skill \u548c\u7bc4\u4f8b\u7d1a Skill \u8d70\u4e0d\u540c\u7684\u767c\u4f48\u901a\u9053\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u8a2d\u8a08\u516b\uff1aFrontmatter \u9a57\u8b49\u7684\u6975\u7c21\u8a2d\u8a08<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">quick_validate.py \u5c55\u793a\u4e86 Skill \u9a57\u8b49\u7684\u8a2d\u8a08\u54f2\u5b78\u2014\u2014\u53ea\u9a57\u8b49\u6700\u5c0f\u5fc5\u8981\u689d\u4ef6\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/anthropics\/skills\/blob\/main\/skills\/skill-creator\/scripts\/quick_validate.py\"><code>skills\/skill-creator\/scripts\/quick_validate.py<\/code><\/a> \u2014 Skill \u9a57\u8b49\u8173\u672c\uff0c\u9ad4\u73fe\u300c\u7d04\u675f\u8d8a\u5c11\u8d8a\u597d\u300d\u7684\u8a2d\u8a08\u54f2\u5b78<\/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=\"PHP\" data-shcb-language-slug=\"php\"><span><code class=\"hljs language-php\">ALLOWED_PROPERTIES = {<span class=\"hljs-string\">'name'<\/span>, <span class=\"hljs-string\">'description'<\/span>, <span class=\"hljs-string\">'license'<\/span>, <span class=\"hljs-string\">'allowed-tools'<\/span>, <span class=\"hljs-string\">'metadata'<\/span>}\n\n<span class=\"hljs-comment\"># Check required fields<\/span>\n<span class=\"hljs-keyword\">if<\/span> <span class=\"hljs-string\">'name'<\/span> not in frontmatter:\n    <span class=\"hljs-keyword\">return<\/span> <span class=\"hljs-keyword\">False<\/span>, <span class=\"hljs-string\">\"Missing 'name' in frontmatter\"<\/span>\n<span class=\"hljs-keyword\">if<\/span> <span class=\"hljs-string\">'description'<\/span> not in frontmatter:\n    <span class=\"hljs-keyword\">return<\/span> <span class=\"hljs-keyword\">False<\/span>, <span class=\"hljs-string\">\"Missing 'description' in frontmatter\"<\/span>\n\n<span class=\"hljs-comment\"># Naming convention: hyphen-case<\/span>\n<span class=\"hljs-keyword\">if<\/span> not re.match(r<span class=\"hljs-string\">'^&#91;a-z0-9-]+$'<\/span>, name):\n    <span class=\"hljs-keyword\">return<\/span> <span class=\"hljs-keyword\">False<\/span>, f<span class=\"hljs-string\">\"Name '{name}' should be hyphen-case\"<\/span>\n<span class=\"hljs-comment\"># Max 64 characters, description max 1024 characters<\/span>\n<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-14\"><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\">\u9a57\u8b49\u898f\u5247\u6975\u70ba\u7cbe\u7c21\uff1a5 \u500b\u5141\u8a31\u7684 frontmatter \u5c6c\u6027\u30012 \u500b\u5fc5\u586b\u6b04\u4f4d\u3001\u547d\u540d\u7528 hyphen-case\u3001name \u6700\u9577 64 \u5b57\u5143\u3001description \u6700\u9577 1024 \u5b57\u5143\u3001description \u4e0d\u80fd\u5305\u542b\u89d2\u62ec\u865f\u3002\u6c92\u6709\u4efb\u4f55 body \u7684\u9a57\u8b49\u2014\u2014\u56e0\u70ba body \u7684\u54c1\u8cea\u7121\u6cd5\u7528\u898f\u5247\u6aa2\u67e5\uff0c\u5b83\u9700\u8981\u900f\u904e\u4f7f\u7528\u4f86\u8fed\u4ee3\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u8a2d\u8a08\u4e5d\uff1a\u300c\u9810\u8a2d\u8070\u660e\u300d\u539f\u5247\u2014\u2014\u53ea\u88dc\u5145 Claude \u4e0d\u77e5\u9053\u7684<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">skill-creator \u4e2d\u6709\u4e00\u53e5\u8a71\u7cbe\u78ba\u5730\u6982\u62ec\u4e86 Skill \u5167\u5bb9\u7684\u8a2d\u8a08\u54f2\u5b78\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-15\" data-shcb-language-name=\"PHP\" data-shcb-language-slug=\"php\"><span><code class=\"hljs language-php\">**<span class=\"hljs-keyword\">Default<\/span> assumption: Claude is already very smart.**\nOnly add context Claude doesn<span class=\"hljs-string\">'t already have.\nChallenge each piece of information:\n\"Does Claude really need this explanation?\"\nand \"Does this paragraph justify its token cost?\"\n<\/span><\/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\u539f\u5247\u5728\u4e0d\u540c Skill \u4e2d\u6709\u622a\u7136\u4e0d\u540c\u7684\u9ad4\u73fe\u3002\u6bd4\u8f03\u5169\u500b\u6975\u7aef\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>brand-guidelines\uff08\u5c11\u91cf\u5167\u5bb9\uff09<\/strong>\u2014\u2014\u56e0\u70ba Claude \u5df2\u7d93\u77e5\u9053\u5982\u4f55\u8a2d\u8a08\uff0c\u53ea\u9700\u8981\u544a\u8a34\u5b83 Anthropic \u7684\u7279\u5b9a\u8272\u78bc\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/anthropics\/skills\/blob\/main\/skills\/brand-guidelines\/SKILL.md\"><code>skills\/brand-guidelines\/SKILL.md<\/code><\/a> \u2014 \u6975\u7c21\u7684\u54c1\u724c\u898f\u7bc4 Skill\uff0c\u53ea\u63d0\u4f9b Claude \u4e0d\u77e5\u9053\u7684\u516c\u53f8\u7279\u5b9a\u8cc7\u8a0a<\/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=\"PHP\" data-shcb-language-slug=\"php\"><span><code class=\"hljs language-php\"><span class=\"hljs-comment\">### Colors<\/span>\n- Dark: `<span class=\"hljs-comment\">#141413`<\/span>\n- Light: `<span class=\"hljs-comment\">#faf9f5`<\/span>\n- Orange: `<span class=\"hljs-comment\">#d97757`<\/span>\n<span class=\"hljs-comment\">### Typography<\/span>\n- **Headings**: Poppins\n- **Body Text**: Lora\n<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-16\"><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>docx\uff08\u5927\u91cf\u5167\u5bb9\uff09<\/strong>\u2014\u2014\u56e0\u70ba OOXML \u7684\u64cd\u4f5c\u7d30\u7bc0\u662f Claude \u4e0d\u53ef\u9760\u77e5\u9053\u7684\uff0c\u9700\u8981\u7cbe\u78ba\u7684 XML \u7247\u6bb5\u6307\u5c0e\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u7a2e\u300c\u6309\u9700\u88dc\u5145\u300d\u7684\u54f2\u5b78\u907f\u514d\u4e86\u5169\u500b\u5e38\u898b\u9677\u9631\uff1a\u904e\u5ea6\u89e3\u91cb\uff08\u6d6a\u8cbb token\uff09\u548c\u89e3\u91cb\u4e0d\u8db3\uff08Claude \u72af\u932f\uff09\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u8a2d\u8a08\u5341\uff1aReference \u7684\u7d44\u7e54\u6a21\u5f0f\u2014\u2014\u6309\u9818\u57df\u62c6\u5206\u907f\u514d\u4e0a\u4e0b\u6587\u6c59\u67d3<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">skill-creator \u660e\u78ba\u5b9a\u7fa9\u4e86 reference \u7684\u7d44\u7e54\u7b56\u7565\uff0c\u63d0\u51fa\u4e09\u7a2e Progressive Disclosure pattern\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\"><span><code class=\"hljs\">**Pattern 2: Domain-specific organization**\n\nbigquery-skill\/\n\u251c\u2500\u2500 SKILL.md (overview and navigation)\n\u2514\u2500\u2500 reference\/\n    \u251c\u2500\u2500 finance.md\n    \u251c\u2500\u2500 sales.md\n    \u251c\u2500\u2500 product.md\n    \u2514\u2500\u2500 marketing.md\n\nWhen a user asks about sales metrics, Claude only reads sales.md.\n<\/code><\/span><\/pre><\/div>\n\n\n<p class=\"wp-block-paragraph\">\u9019\u500b\u6a21\u5f0f\u5728 mcp-builder Skill \u4e2d\u5f97\u5230\u4e86\u5be6\u969b\u61c9\u7528\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/anthropics\/skills\/blob\/main\/skills\/mcp-builder\/SKILL.md\"><code>skills\/mcp-builder\/SKILL.md<\/code><\/a> \u2014 MCP Server \u5efa\u69cb\u6307\u5357\uff0c\u5c55\u793a reference \u6309\u6280\u8853\u68e7\u62c6\u5206\u7684\u6a21\u5f0f<\/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\"><span class=\"hljs-comment\">## \ud83d\udcda Documentation Library<\/span>\n\n<span class=\"hljs-comment\">### Language-Specific Implementation Guides<\/span>\n- &#91;\ud83d\udc0d Python Implementation Guide](.\/reference\/python_mcp_server.md)\n- &#91;\u26a1 TypeScript Implementation Guide](.\/reference\/node_mcp_server.md)\n\n<span class=\"hljs-comment\">### Evaluation Guide<\/span>\n- &#91;\u2705 Evaluation Guide](.\/reference\/evaluation.md)\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\">\u7576\u4f7f\u7528\u8005\u9078\u64c7 TypeScript\uff0cClaude \u53ea\u8b80 <code>node_mcp_server.md<\/code>\uff1b\u9078\u64c7 Python \u53ea\u8b80 <code>python_mcp_server.md<\/code>\u3002\u9019\u78ba\u4fdd\u4e86 context window \u4e0d\u88ab\u7121\u95dc\u8cc7\u8a0a\u4f54\u7528\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\">Skills \u672c\u8cea\u4e0a\u662f\u4e00\u500b <strong>prompt \u5de5\u7a0b\u5316\u7684\u5c08\u6848<\/strong>\u3002\u6bcf\u500b SKILL.md \u90fd\u662f\u7cbe\u5fc3\u8a2d\u8a08\u7684 prompt\uff0c\u4f46\u5b83\u5011\u4f7f\u7528\u4e86\u4e0d\u540c\u65bc\u50b3\u7d71 prompt engineering \u7684\u7b56\u7565\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u54f2\u5b78\u5f15\u5c0e\u5f0f Prompt<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">canvas-design \u548c algorithmic-art \u5169\u500b Skill \u5c55\u793a\u4e86\u4e00\u7a2e\u7368\u7279\u7684 prompt \u7b56\u7565\u2014\u2014\u4e0d\u662f\u76f4\u63a5\u544a\u8a34 Claude\u300c\u505a\u4ec0\u9ebc\u300d\uff0c\u800c\u662f\u5148\u8b93\u5b83\u5efa\u7acb\u4e00\u500b<strong>\u7f8e\u5b78\u54f2\u5b78<\/strong>\uff0c\u7136\u5f8c\u6839\u64da\u54f2\u5b78\u4f86\u5275\u4f5c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/anthropics\/skills\/blob\/main\/skills\/canvas-design\/SKILL.md\"><code>skills\/canvas-design\/SKILL.md<\/code><\/a> \u2014 \u8996\u89ba\u8a2d\u8a08 Skill \u7684\u54f2\u5b78\u5f15\u5c0e\u5f0f prompt \u8a2d\u8a08<\/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=\"PHP\" data-shcb-language-slug=\"php\"><span><code class=\"hljs language-php\">Complete this in two steps:\n<span class=\"hljs-number\">1.<\/span> Design Philosophy Creation (.md file)\n<span class=\"hljs-number\">2.<\/span> Express by creating it on a canvas (.pdf file <span class=\"hljs-keyword\">or<\/span> .png file)\n\n<span class=\"hljs-comment\">### THE CRITICAL UNDERSTANDING<\/span>\n- What is received: Some subtle input from the user\n- What is created: A design philosophy\/aesthetic movement\n- What happens next: The same version receives the philosophy\n  <span class=\"hljs-keyword\">and<\/span> EXPRESSES IT VISUALLY\n<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-18\"><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\u5169\u6b65\u9a5f\u8a2d\u8a08\u7684\u6df1\u5c64\u610f\u5716\u662f\uff1a<strong>\u7528\u4e2d\u9593\u7522\u7269\uff08\u54f2\u5b78\u6587\u4ef6\uff09\u4f86 anchor Claude \u7684\u5275\u4f5c\u65b9\u5411<\/strong>\u3002\u5982\u679c\u76f4\u63a5\u8b93 Claude \u756b\u756b\uff0c\u7d50\u679c\u6703\u5f88\u96a8\u6a5f\uff1b\u4f46\u5982\u679c\u5148\u8b93\u5b83\u5beb\u4e00\u4efd\u7f8e\u5b78\u5ba3\u8a00\uff0c\u518d\u57fa\u65bc\u5ba3\u8a00\u4f86\u5275\u4f5c\uff0c\u7d50\u679c\u6703\u66f4\u4e00\u81f4\u4e14\u6709\u6df1\u5ea6\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u53cd\u6a21\u5f0f\u5f37\u8abf<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">frontend-design Skill \u4e2d\u5927\u91cf\u4f7f\u7528\u4e86\u300c\u53cd\u6a21\u5f0f\u300d\u4f86\u9632\u6b62 Claude \u9677\u5165\u5e38\u898b\u7684 AI \u751f\u6210\u98a8\u683c\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/anthropics\/skills\/blob\/main\/skills\/frontend-design\/SKILL.md\"><code>skills\/frontend-design\/SKILL.md<\/code><\/a> \u2014 \u524d\u7aef\u8a2d\u8a08 Skill\uff0c\u5c55\u793a\u5982\u4f55\u7528\u53cd\u6a21\u5f0f\u9632\u6b62\u300cAI slop\u300d<\/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-19\" 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>\n(<span class=\"hljs-title\">particularly<\/span> <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>),\n<span class=\"hljs-title\">predictable<\/span> <span class=\"hljs-title\">layouts<\/span> <span class=\"hljs-title\">and<\/span> <span class=\"hljs-title\">component<\/span> <span class=\"hljs-title\">patterns<\/span>, <span class=\"hljs-title\">and<\/span> <span class=\"hljs-title\">cookie<\/span>-<span class=\"hljs-title\">cutter<\/span> <span class=\"hljs-title\">design<\/span>\n<span class=\"hljs-title\">that<\/span> <span class=\"hljs-title\">lacks<\/span> <span class=\"hljs-title\">context<\/span>-<span class=\"hljs-title\">specific<\/span> <span class=\"hljs-title\">character<\/span>.\n<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-19\"><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\u6d1e\u5bdf\u662f\uff1a<strong>Claude \u6709\u4e00\u500b\u300c\u8212\u9069\u5340\u300d<\/strong>\u2014\u2014\u5b83\u50be\u5411\u65bc\u751f\u6210\u6700\u5e38\u898b\u7684\u8a2d\u8a08\u6a21\u5f0f\u3002\u900f\u904e\u660e\u78ba\u5217\u51fa\u300c\u4e0d\u8981\u505a\u4ec0\u9ebc\u300d\uff0cSkill \u628a Claude \u63a8\u51fa\u8212\u9069\u5340\uff0c\u8feb\u4f7f\u5b83\u505a\u51fa\u66f4\u6709\u5275\u610f\u7684\u9078\u64c7\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5de5\u4f5c\u6d41\u7a0b\u5f0f Prompt<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">doc-coauthoring Skill \u5c55\u793a\u4e86\u53e6\u4e00\u7a2e\u6975\u7aef\u7684 prompt \u8a2d\u8a08\u2014\u2014\u5b8c\u6574\u7684\u4e09\u968e\u6bb5\u5de5\u4f5c\u6d41\u7a0b\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/anthropics\/skills\/blob\/main\/skills\/doc-coauthoring\/SKILL.md\"><code>skills\/doc-coauthoring\/SKILL.md<\/code><\/a> \u2014 \u6587\u4ef6\u5354\u4f5c Skill\uff0c\u5c55\u793a\u591a\u968e\u6bb5\u4e92\u52d5\u5de5\u4f5c\u6d41\u7684 prompt \u8a2d\u8a08<\/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-20\" data-shcb-language-name=\"PHP\" data-shcb-language-slug=\"php\"><span><code class=\"hljs language-php\"><span class=\"hljs-comment\">## Stage 1: Context Gathering<\/span>\nGoal: Close the gap between what the user knows <span class=\"hljs-keyword\">and<\/span> what Claude knows\n\n<span class=\"hljs-comment\">## Stage 2: Refinement &amp; Structure<\/span>\nGoal: Build the document section by section through brainstorming,\n      curation, <span class=\"hljs-keyword\">and<\/span> iterative refinement\n\n<span class=\"hljs-comment\">## Stage 3: Reader Testing<\/span>\nGoal: Test the document with a fresh Claude (no context bleed)\n<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-20\"><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\">Stage 3 \u7684\u300cReader Testing\u300d\u7279\u5225\u503c\u5f97\u6ce8\u610f\u2014\u2014\u5b83\u8b93 Claude \u555f\u52d5\u4e00\u500b<strong>\u6c92\u6709\u4e0a\u4e0b\u6587\u7684\u65b0 Claude \u5be6\u4f8b<\/strong>\u4f86\u6e2c\u8a66\u6587\u4ef6\uff0c\u85c9\u6b64\u767c\u73fe\u77e5\u8b58\u76f2\u9ede\u3002\u9019\u662f\u4e00\u7a2e\u300c\u7d05\u968a\u6e2c\u8a66\u300d\u7684\u601d\u7dad\u2014\u2014\u7528\u53e6\u4e00\u500b AI \u4f86\u9a57\u8b49 AI \u7684\u8f38\u51fa\u54c1\u8cea\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>Context Window \u662f\u516c\u5171\u8ca1<\/strong> \u2014 Skills \u7cfb\u7d71\u7684\u6240\u6709\u8a2d\u8a08\u6c7a\u7b56\u90fd\u570d\u7e5e\u4e00\u500b\u6838\u5fc3\u7d04\u675f\uff1acontext window \u662f\u6709\u9650\u4e14\u5171\u4eab\u7684\u3002Progressive Disclosure \u4e09\u5c64\u67b6\u69cb\u3001scripts \u7684\u9ed1\u76d2\u5b50\u8a2d\u8a08\u3001reference \u7684\u6309\u9700\u8f09\u5165\u2014\u2014\u9019\u4e9b\u90fd\u662f\u5728\u6709\u9650\u8cc7\u6e90\u4e0b\u6700\u5927\u5316\u6548\u76ca\u7684\u5de5\u7a0b\u5be6\u8e10\u3002\u4efb\u4f55 AI Agent \u7cfb\u7d71\u7684 prompt \u8a2d\u8a08\u90fd\u61c9\u8a72\u554f\uff1a\u300c\u9019\u6bb5\u6587\u5b57\u503c\u5f97\u4f54\u7528 context window \u7684\u7a7a\u9593\u55ce\uff1f\u300d<\/li>\n\n\n<li><strong>\u81ea\u7531\u5ea6\u8207\u8106\u5f31\u5ea6\u6210\u53cd\u6bd4<\/strong> \u2014 \u64cd\u4f5c\u8d8a\u8106\u5f31\uff08\u5982 OOXML \u7de8\u8f2f\uff09\uff0c\u6307\u4ee4\u8d8a\u7cbe\u78ba\uff1b\u64cd\u4f5c\u8d8a\u958b\u653e\uff08\u5982\u85dd\u8853\u5275\u4f5c\uff09\uff0c\u6307\u4ee4\u8d8a\u62bd\u8c61\u3002\u9019\u500b\u539f\u5247\u53ef\u4ee5\u6307\u5c0e\u6240\u6709 AI Agent \u5de5\u5177\u7684\u8a2d\u8a08\uff1a\u4e0d\u662f\u6240\u6709\u5de5\u5177\u90fd\u9700\u8981\u540c\u7b49\u7cbe\u5ea6\u7684\u8aaa\u660e\u66f8\uff0c\u95dc\u9375\u662f\u8b58\u5225\u54ea\u4e9b\u64cd\u4f5c\u662f\u300c\u7a84\u6a4b\u300d\uff0c\u54ea\u4e9b\u662f\u300c\u958b\u95d8\u539f\u91ce\u300d\u3002<\/li>\n\n\n<li><strong>\u5148\u7406\u89e3\u5834\u666f\uff0c\u518d\u8a2d\u8a08\u65b9\u6848<\/strong> \u2014 skill-creator \u7684\u516d\u6b65\u9a5f\u5f9e\u300c\u4f7f\u7528\u8005\u8a2a\u8ac7\u300d\u958b\u59cb\uff0c\u4e0d\u662f\u5f9e\u300c\u5beb SKILL.md\u300d\u958b\u59cb\u3002\u9019\u53cd\u6620\u4e86\u4e00\u500b\u6df1\u523b\u7684\u8a8d\u77e5\uff1aSkill \u7684\u54c1\u8cea\u4e0d\u53d6\u6c7a\u65bc prompt \u7684\u6587\u7b46\uff0c\u800c\u53d6\u6c7a\u65bc\u5c0d\u4f7f\u7528\u5834\u666f\u7684\u7406\u89e3\u6df1\u5ea6\u3002\u597d\u7684 AI Agent \u80fd\u529b\u8a2d\u8a08\uff0c\u6c38\u9060\u5f9e\u300c\u4f7f\u7528\u8005\u6703\u600e\u9ebc\u7528\u300d\u51fa\u767c\u3002<\/li>\n\n\n<li><strong>\u9810\u8a2d AI \u662f\u8070\u660e\u7684\uff0c\u53ea\u88dc\u5145\u76f2\u9ede<\/strong> \u2014 \u4e0d\u8981\u6559 Claude \u5df2\u7d93\u77e5\u9053\u7684\u6771\u897f\uff0c\u53ea\u63d0\u4f9b\u5b83\u4e0d\u77e5\u9053\u6216\u4e0d\u53ef\u9760\u77e5\u9053\u7684\u8cc7\u8a0a\u3002\u9019\u500b\u539f\u5247\u5728 brand-guidelines\uff08\u53ea\u7d66\u8272\u78bc\uff09\u548c docx\uff08\u7d66\u5b8c\u6574 XML \u64cd\u4f5c\u6307\u5357\uff09\u7684\u5c0d\u6bd4\u4e2d\u5c55\u73fe\u5f97\u6dcb\u6f13\u76e1\u81f4\u3002\u904e\u5ea6\u89e3\u91cb\u6d6a\u8cbb token\uff0c\u89e3\u91cb\u4e0d\u8db3\u5c0e\u81f4\u932f\u8aa4\u2014\u2014\u627e\u5230\u5e73\u8861\u9ede\u662f Skill \u8a2d\u8a08\u7684\u85dd\u8853\u3002<\/li>\n\n\n<li><strong>\u7528\u4e2d\u9593\u7522\u7269 anchor \u8f38\u51fa\u54c1\u8cea<\/strong> \u2014 canvas-design \u7684\u300c\u5148\u5beb\u54f2\u5b78\u5ba3\u8a00\uff0c\u518d\u5275\u4f5c\u300d\u7b56\u7565\u662f\u4e00\u500b\u53ef\u8907\u7528\u7684\u6a21\u5f0f\u3002\u5728\u4efb\u4f55\u9700\u8981 AI \u505a\u5275\u9020\u6027\u5de5\u4f5c\u7684\u5834\u666f\uff0c\u90fd\u53ef\u4ee5\u900f\u904e\u5f15\u5165\u4e2d\u9593\u6b65\u9a5f\uff08\u5927\u7db1\u3001\u8a2d\u8a08\u7406\u5ff5\u3001\u67b6\u69cb\u6c7a\u7b56\uff09\u4f86\u63d0\u9ad8\u6700\u7d42\u8f38\u51fa\u7684\u4e00\u81f4\u6027\u548c\u54c1\u8cea\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\">Skills \u7cfb\u7d71\u7684\u8a2d\u8a08\u7406\u5ff5\u53ef\u4ee5\u76f4\u63a5\u61c9\u7528\u5230\u4f60\u81ea\u5df1\u7684 AI Agent \u5c08\u6848\u4e2d\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u8a2d\u8a08\u63d2\u4ef6\u7cfb\u7d71\u6642<\/strong>\uff0c\u63a1\u7528 Progressive Disclosure\u2014\u2014\u8b93 Agent \u7684\u80fd\u529b\u6309\u9700\u8f09\u5165\uff0c\u800c\u975e\u5168\u90e8\u585e\u9032 system prompt\u3002\u5b9a\u7fa9\u6e05\u6670\u7684 metadata \u89f8\u767c\u6a5f\u5236\uff0c\u8b93 Agent \u81ea\u884c\u5224\u65b7\u4f55\u6642\u555f\u7528\u54ea\u500b\u80fd\u529b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u64b0\u5beb Agent \u6307\u4ee4\u6642<\/strong>\uff0c\u554f\u81ea\u5df1\u4e09\u500b\u554f\u984c\uff1a\u9019\u500b\u64cd\u4f5c\u7684\u8106\u5f31\u5ea6\u662f\u591a\u5c11\uff1f\uff08\u6c7a\u5b9a\u6307\u4ee4\u7cbe\u78ba\u5ea6\uff09AI \u5df2\u7d93\u77e5\u9053\u54ea\u4e9b\uff1f\uff08\u6c7a\u5b9a\u88dc\u5145\u4ec0\u9ebc\uff09\u4ec0\u9ebc\u60c5\u6cc1\u4e0b\u9019\u500b\u6307\u4ee4\u6703\u88ab\u89f8\u767c\uff1f\uff08\u6c7a\u5b9a metadata \u600e\u9ebc\u5beb\uff09<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u7ba1\u7406 context window \u6642<\/strong>\uff0c\u628a\u8173\u672c\u8a2d\u8a08\u6210\u53ef\u76f4\u63a5\u57f7\u884c\u7684\u9ed1\u76d2\u5b50\uff08\u5148 <code>--help<\/code> \u518d\u6c7a\u5b9a\u662f\u5426\u8b80\u539f\u59cb\u78bc\uff09\uff0c\u628a\u53c3\u8003\u8cc7\u6599\u6309\u9818\u57df\u62c6\u5206\uff08\u53ea\u8f09\u5165\u76f8\u95dc\u7684\u90a3\u4e00\u4efd\uff09\uff0c\u628a\u975c\u614b\u8cc7\u6e90\u5b8c\u5168\u6392\u9664\u5728 context \u4e4b\u5916\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u8fed\u4ee3 Agent \u54c1\u8cea\u6642<\/strong>\uff0c\u501f\u9451 doc-coauthoring \u7684 Reader Testing \u6a21\u5f0f\u2014\u2014\u7528\u4e00\u500b\u6c92\u6709\u4e0a\u4e0b\u6587\u7684\u65b0 Agent \u5be6\u4f8b\u4f86\u6e2c\u8a66\u4f60\u7684 Agent \u8f38\u51fa\uff0c\u9019\u80fd\u6709\u6548\u767c\u73fe\u77e5\u8b58\u5047\u8a2d\u548c\u8868\u9054\u76f2\u9ede\u3002<\/p>\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\">Progressive Disclosure \u4e09\u5c64\u8f09\u5165\u67b6\u69cb<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5834\u666f<\/strong>\uff1a\u4f60\u6b63\u5728\u70ba AI Agent \u8a2d\u8a08\u63d2\u4ef6\u7cfb\u7d71\u6216\u80fd\u529b\u64f4\u5c55\u6a5f\u5236\uff0c\u9700\u8981\u907f\u514d\u6240\u6709\u80fd\u529b\u4e00\u6b21\u6027\u585e\u9032 context window<\/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\u70ba\u6211\u7684 AI Agent \u8a2d\u8a08\u4e00\u500b\u63d2\u4ef6\/\u80fd\u529b\u64f4\u5c55\u7cfb\u7d71\u3002\u8acb\u53c3\u8003 Anthropic Skills \u7684\u300cProgressive Disclosure \u4e09\u5c64\u8f09\u5165\u67b6\u69cb\u300d\u4f86\u8a2d\u8a08\uff1a<br><br>\u7b2c\u4e00\u5c64\uff1aMetadata\uff08name + description\uff09\uff0c\u6c38\u9060\u5728 context \u4e2d\uff0c\u7528\u65bc\u89f8\u767c\u5224\u65b7\uff08\u63a7\u5236\u5728 100 words \u4ee5\u5167\uff09<br>\u7b2c\u4e8c\u5c64\uff1a\u6838\u5fc3\u6307\u4ee4\uff0c\u89f8\u767c\u5f8c\u624d\u8f09\u5165\uff08\u63a7\u5236\u5728 5000 tokens \u4ee5\u5167\uff09<br>\u7b2c\u4e09\u5c64\uff1a\u9644\u52a0\u8cc7\u6e90\uff08scripts \/ references \/ assets\uff09\uff0c\u7531 Agent \u6309\u9700\u8f09\u5165<br><br>\u6211\u7684 Agent \u9700\u8981\u652f\u63f4\u7684\u80fd\u529b\u9818\u57df\u662f\uff1a[\u586b\u5165\u4f60\u7684\u9818\u57df\uff0c\u4f8b\u5982\uff1a\u8cc7\u6599\u5eab\u67e5\u8a62\u3001API \u6574\u5408\u3001\u6587\u4ef6\u751f\u6210]<br><br>\u8acb\u70ba\u6bcf\u500b\u80fd\u529b\u8a2d\u8a08\uff1a(1) \u4e00\u500b\u7cbe\u6e96\u7684 description\uff0c\u8b93 Agent \u80fd\u81ea\u52d5\u5224\u65b7\u4f55\u6642\u555f\u7528\uff1b(2) \u6838\u5fc3\u6307\u4ee4\u7684\u5927\u7db1\uff1b(3) \u54ea\u4e9b\u5167\u5bb9\u9069\u5408\u653e\u5728\u7b2c\u4e09\u5c64\u6309\u9700\u8f09\u5165\u3002\u8a18\u4f4f\u300ccontext window \u662f\u516c\u5171\u8ca1\u300d\uff0c\u6bcf\u6bb5\u6587\u5b57\u90fd\u8981\u554f\u300c\u503c\u5f97\u4f54\u7528 context \u7a7a\u9593\u55ce\uff1f\u300d<\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6548\u679c<\/strong>\uff1aAI \u6703\u7522\u51fa\u4e00\u500b\u5206\u5c64\u7684\u63d2\u4ef6\u67b6\u69cb\u8a2d\u8a08\uff0c\u5305\u542b\u6bcf\u500b\u80fd\u529b\u7684 metadata \u89f8\u767c\u689d\u4ef6\u3001\u6838\u5fc3\u6307\u4ee4\u9aa8\u67b6\u3001\u4ee5\u53ca\u8cc7\u6e90\u5206\u5c64\u7b56\u7565\uff0c\u907f\u514d context window \u88ab\u4e00\u6b21\u6027\u585e\u6eff<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u81ea\u7531\u5ea6\u5206\u7d1a\u2014\u2014\u7a84\u6a4b\u8207\u958b\u95ca\u539f\u91ce<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5834\u666f<\/strong>\uff1a\u4f60\u5728\u64b0\u5beb AI Agent \u7684\u5de5\u5177\u4f7f\u7528\u6307\u4ee4\uff0c\u4e0d\u78ba\u5b9a\u8a72\u5beb\u591a\u7cbe\u78ba\u2014\u2014\u592a\u56b4\u683c\u6703\u9650\u5236 Agent \u7684\u9748\u6d3b\u6027\uff0c\u592a\u5bec\u9b06\u6703\u5c0e\u81f4\u932f\u8aa4<\/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 AI Agent \u64b0\u5beb\u4ee5\u4e0b\u5de5\u5177\u7684\u64cd\u4f5c\u6307\u4ee4\uff1a[\u586b\u5165\u4f60\u7684\u5de5\u5177\u6216\u64cd\u4f5c\uff0c\u4f8b\u5982\uff1a\u8cc7\u6599\u5eab migration\u3001API \u547c\u53eb\u3001\u6587\u6848\u64b0\u5beb]<br><br>\u8acb\u7528 Anthropic Skills \u7684\u300c\u81ea\u7531\u5ea6\u5206\u7d1a\u300d\u6846\u67b6\u4f86\u5206\u6790\u6bcf\u500b\u64cd\u4f5c\uff1a<br><br>&#8211; \u4f4e\u81ea\u7531\u5ea6\uff08\u7a84\u6a4b\uff09\uff1a\u64cd\u4f5c\u5bb9\u6613\u51fa\u932f\u3001\u4e00\u81f4\u6027\u81f3\u95dc\u91cd\u8981 \u2192 \u63d0\u4f9b\u7cbe\u78ba\u5230\u6bcf\u500b\u6b65\u9a5f\u7684\u6307\u4ee4\uff0c\u5305\u542b BAD\/GOOD \u7bc4\u4f8b<br>&#8211; \u4e2d\u81ea\u7531\u5ea6\uff1a\u6709\u504f\u597d\u7684\u6a21\u5f0f\uff0c\u4f46\u5141\u8a31\u8b8a\u5316 \u2192 \u63d0\u4f9b\u5e36\u53c3\u6578\u7684\u6a21\u677f\u6216\u507d\u4ee3\u78bc<br>&#8211; \u9ad8\u81ea\u7531\u5ea6\uff08\u958b\u95ca\u539f\u91ce\uff09\uff1a\u591a\u7a2e\u65b9\u6cd5\u90fd\u53ef\u884c \u2192 \u53ea\u63d0\u4f9b\u8a2d\u8a08\u54f2\u5b78\u548c\u65b9\u5411\u6307\u5f15<br><br>\u5c0d\u6bcf\u500b\u64cd\u4f5c\uff0c\u5148\u5224\u65b7\u5b83\u7684\u300c\u8106\u5f31\u5ea6\u300d\u7b49\u7d1a\uff0c\u518d\u64da\u6b64\u6c7a\u5b9a\u6307\u4ee4\u7cbe\u78ba\u5ea6\u3002\u64cd\u4f5c\u8d8a\u8106\u5f31\uff0c\u6307\u4ee4\u8d8a\u7cbe\u78ba\uff1b\u64cd\u4f5c\u8d8a\u958b\u653e\uff0c\u6307\u4ee4\u8d8a\u62bd\u8c61\u3002<\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6548\u679c<\/strong>\uff1aAI \u6703\u9010\u4e00\u5206\u6790\u6bcf\u500b\u64cd\u4f5c\u7684\u8106\u5f31\u5ea6\uff0c\u4e26\u7522\u51fa\u5c0d\u61c9\u7cbe\u78ba\u5ea6\u7684\u6307\u4ee4\u2014\u2014\u8106\u5f31\u64cd\u4f5c\u6703\u5f97\u5230\u6b65\u9a5f\u7d1a\u7684\u8a73\u7d30\u6307\u5357\uff0c\u958b\u653e\u64cd\u4f5c\u6703\u5f97\u5230\u54f2\u5b78\u5c64\u7d1a\u7684\u65b9\u5411\u5f15\u5c0e<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Decision Tree \u6a21\u5f0f\u2014\u2014\u689d\u4ef6\u5206\u652f\u5f0f\u8def\u7531<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5834\u666f<\/strong>\uff1a\u4f60\u7684 Agent \u9700\u8981\u6839\u64da\u4e0d\u540c\u60c5\u5883\u9078\u64c7\u4e0d\u540c\u7684\u5de5\u4f5c\u6d41\u7a0b\uff0c\u4f46\u76ee\u524d\u7684\u7dda\u6027\u6307\u4ee4\u8b93 Agent \u7d93\u5e38\u9078\u932f\u8def\u5f91<\/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 AI Agent \u5728\u8655\u7406 [\u586b\u5165\u4efb\u52d9\u985e\u578b\uff0c\u4f8b\u5982\uff1a\u5ba2\u6236\u652f\u63f4\u8acb\u6c42\u3001\u7a0b\u5f0f\u78bc\u5be9\u67e5\u3001\u6587\u4ef6\u8655\u7406] \u6642\uff0c\u9700\u8981\u6839\u64da\u4e0d\u540c\u60c5\u5883\u8d70\u4e0d\u540c\u7684\u5de5\u4f5c\u6d41\u3002<br><br>\u8acb\u7528 Anthropic Skills \u7684\u300cDecision Tree \u6a21\u5f0f\u300d\uff0c\u628a\u73fe\u6709\u7684\u7dda\u6027\u6307\u4ee4\u91cd\u69cb\u70ba\u689d\u4ef6\u5206\u652f\u5f0f\u7684\u6c7a\u7b56\u6a39\u3002\u683c\u5f0f\u53c3\u8003\uff1a<br><br>%%CODEBLOCK36fab1a9a6734fdaa960aa323d89fbda%%<br><br>\u6211\u76ee\u524d\u7684\u5de5\u4f5c\u6d41\u7a0b\u662f\uff1a[\u8cbc\u4e0a\u4f60\u73fe\u6709\u7684\u6307\u4ee4]<br><br>\u8acb\u78ba\u4fdd\u6c7a\u7b56\u6a39\u7684\u6bcf\u500b\u5206\u652f\u90fd\u6709\u660e\u78ba\u7684\u5224\u65b7\u689d\u4ef6\uff0c\u8b93 Agent \u53ef\u4ee5\u5feb\u901f\u5b9a\u4f4d\u5230\u6b63\u78ba\u7684\u5de5\u4f5c\u6d41\uff0c\u800c\u975e\u9010\u6bb5\u95b1\u8b80\u6240\u6709\u6307\u4ee4\u3002<\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6548\u679c<\/strong>\uff1aAI \u6703\u628a\u4f60\u7684\u7dda\u6027\u6307\u4ee4\u91cd\u69cb\u70ba\u8996\u89ba\u5316\u7684\u6c7a\u7b56\u6a39\u7d50\u69cb\uff0c\u6bcf\u500b\u5206\u652f\u7bc0\u9ede\u6709\u660e\u78ba\u7684\u5224\u65b7\u689d\u4ef6\uff0cAgent \u53ef\u4ee5\u5feb\u901f\u8def\u7531\u5230\u6b63\u78ba\u7684\u8655\u7406\u6d41\u7a0b<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u9810\u8a2d\u8070\u660e\u539f\u5247\u2014\u2014\u53ea\u88dc\u5145 AI \u7684\u76f2\u9ede<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5834\u666f<\/strong>\uff1a\u4f60\u6b63\u5728\u64b0\u5beb Skill \u6216 system prompt\uff0c\u4e0d\u78ba\u5b9a\u54ea\u4e9b\u5167\u5bb9\u503c\u5f97\u653e\u9032\u53bb\u3001\u54ea\u4e9b\u662f\u5728\u6d6a\u8cbb token<\/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\u64b0\u5beb\u4e00\u500b\u95dc\u65bc [\u586b\u5165\u9818\u57df\uff0c\u4f8b\u5982\uff1a\u516c\u53f8\u5167\u90e8 API\u3001\u7279\u5b9a\u696d\u52d9\u6d41\u7a0b\u3001\u54c1\u724c\u898f\u7bc4] \u7684 AI Agent \u6307\u4ee4\u3002<br><br>\u8acb\u7528 Anthropic Skills \u7684\u300c\u9810\u8a2d\u8070\u660e\u300d\u539f\u5247\u4f86\u5be9\u67e5\u4ee5\u4e0b\u6307\u4ee4\u5167\u5bb9\uff0c\u5c0d\u6bcf\u4e00\u6bb5\u554f\uff1a\u300cClaude \u771f\u7684\u9700\u8981\u9019\u500b\u89e3\u91cb\u55ce\uff1f\u300d\u548c\u300c\u9019\u6bb5\u6587\u5b57\u503c\u5f97\u5b83\u7684 token \u6210\u672c\u55ce\uff1f\u300d<br><br>[\u8cbc\u4e0a\u4f60\u7684\u6307\u4ee4\u5167\u5bb9]<br><br>\u8acb\u5206\u70ba\u4e09\u985e\uff1a<br>1. \u5fc5\u9808\u4fdd\u7559\uff1aAI \u4e0d\u77e5\u9053\u6216\u4e0d\u53ef\u9760\u77e5\u9053\u7684\u8cc7\u8a0a\uff08\u5982\u516c\u53f8\u7279\u5b9a\u7684\u8272\u78bc\u3001API endpoint\u3001\u696d\u52d9\u898f\u5247\uff09<br>2. \u53ef\u4ee5\u7cbe\u7c21\uff1aAI \u5927\u81f4\u77e5\u9053\u4f46\u9700\u8981\u4e00\u9ede\u63d0\u793a\u7684\u8cc7\u8a0a\uff08\u7e2e\u6e1b\u70ba\u4e00\u53e5\u8a71\u63d0\u793a\uff09<br>3. \u5efa\u8b70\u522a\u9664\uff1aAI \u5df2\u7d93\u77e5\u9053\u7684\u901a\u7528\u77e5\u8b58\uff08\u5982\u300cJSON \u662f\u4ec0\u9ebc\u300d\u3001\u300c\u5982\u4f55\u5beb\u597d\u7684\u6587\u6848\u300d\uff09<br><br>\u76ee\u6a19\u662f\u628a\u6307\u4ee4\u7cbe\u7c21\u5230\u53ea\u5305\u542b AI \u7684\u76f2\u9ede\uff0c\u6700\u5927\u5316\u6bcf\u500b token \u7684\u50f9\u503c\u3002<\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6548\u679c<\/strong>\uff1aAI \u6703\u9010\u6bb5\u5be9\u67e5\u4f60\u7684\u6307\u4ee4\uff0c\u6a19\u8a18\u51fa\u54ea\u4e9b\u662f\u5197\u9918\u7684\u901a\u7528\u77e5\u8b58\u3001\u54ea\u4e9b\u662f\u5fc5\u8981\u7684\u5c08\u6709\u8cc7\u8a0a\uff0c\u5e6b\u4f60\u628a\u6307\u4ee4\u7cbe\u7c21\u5230\u6700\u9ad8\u6548\u7684\u72c0\u614b<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u54f2\u5b78\u5f15\u5c0e\u5f0f Prompt\u2014\u2014\u7528\u4e2d\u9593\u7522\u7269\u63d0\u5347\u54c1\u8cea<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5834\u666f<\/strong>\uff1a\u4f60\u9700\u8981 AI \u505a\u5275\u9020\u6027\u5de5\u4f5c\uff08\u8a2d\u8a08\u3001\u6587\u6848\u3001\u67b6\u69cb\u898f\u5283\uff09\uff0c\u4f46\u76f4\u63a5\u8981\u6c42\u7684\u7d50\u679c\u7e3d\u662f\u592a\u96a8\u6a5f\u6216\u7f3a\u4e4f\u4e00\u81f4\u6027<\/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\u4f60\u5e6b\u6211 [\u586b\u5165\u5275\u9020\u6027\u4efb\u52d9\uff0c\u4f8b\u5982\uff1a\u8a2d\u8a08\u4e00\u500b\u7522\u54c1\u7684\u8996\u89ba\u98a8\u683c\u3001\u64b0\u5beb\u4e00\u7cfb\u5217\u54c1\u724c\u6587\u6848\u3001\u898f\u5283\u7cfb\u7d71\u67b6\u69cb]\u3002<br><br>\u8acb\u63a1\u7528 Anthropic Skills canvas-design \u7684\u300c\u54f2\u5b78\u5f15\u5c0e\u5f0f\u300d\u5169\u6b65\u9a5f\u65b9\u6cd5\uff1a<br><br>\u6b65\u9a5f\u4e00\uff1a\u5148\u5275\u5efa\u4e00\u4efd\u300c\u8a2d\u8a08\u54f2\u5b78\u6587\u4ef6\u300d\uff0c\u5305\u542b\uff1a<br>&#8211; \u6838\u5fc3\u7406\u5ff5\u547d\u540d\uff081-2 \u500b\u8a5e\uff0c\u4f8b\u5982\uff1a\u300cBrutalist Joy\u300d\u3001\u300cChromatic Silence\u300d\uff09<br>&#8211; \u54f2\u5b78\u95e1\u8ff0\uff084-6 \u6bb5\uff0c\u6db5\u84cb\u95dc\u9375\u7dad\u5ea6\u5982\u7a7a\u9593\u3001\u8272\u5f69\u3001\u7bc0\u594f\u3001\u69cb\u6210\uff09<br>&#8211; \u660e\u78ba\u7684\u7f8e\u5b78\u65b9\u5411\uff0c\u4f46\u4fdd\u7559\u8db3\u5920\u7684\u8a6e\u91cb\u7a7a\u9593<br><br>\u6b65\u9a5f\u4e8c\uff1a\u57fa\u65bc\u9019\u4efd\u54f2\u5b78\u6587\u4ef6\uff0c\u9032\u884c\u5be6\u969b\u5275\u4f5c\u3002<br><br>\u6211\u7684\u9700\u6c42\u80cc\u666f\u662f\uff1a[\u586b\u5165\u80cc\u666f\u8cc7\u8a0a]<br><br>\u8acb\u5148\u5b8c\u6210\u6b65\u9a5f\u4e00\uff0c\u8b93\u6211\u78ba\u8a8d\u65b9\u5411\u5f8c\u518d\u9032\u5165\u6b65\u9a5f\u4e8c\u3002<\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6548\u679c<\/strong>\uff1aAI \u6703\u5148\u7522\u51fa\u4e00\u4efd\u300c\u8a2d\u8a08\u54f2\u5b78\u300d\u4f5c\u70ba\u4e2d\u9593\u7522\u7269\uff0c\u7528\u5b83\u4f86 anchor \u5f8c\u7e8c\u7684\u5275\u4f5c\u65b9\u5411\uff0c\u78ba\u4fdd\u6700\u7d42\u8f38\u51fa\u65e2\u6709\u6df1\u5ea6\u53c8\u6709\u4e00\u81f4\u6027\uff0c\u907f\u514d\u76f4\u63a5\u5275\u4f5c\u6642\u7684\u96a8\u6a5f\u6027\u554f\u984c<\/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:\/\/www.anthropic.com\/engineering\/equipping-agents-for-the-real-world-with-agent-skills\">Equipping Agents for the Real World with Agent Skills<\/a> \u2014 Anthropic \u5de5\u7a0b\u5718\u968a\u7684\u5b98\u65b9\u6280\u8853\u6587\u7ae0\uff0c\u6df1\u5165\u8aaa\u660e Skills \u7684\u8a2d\u8a08\u52d5\u6a5f\u3001Progressive Disclosure \u539f\u5247\u3001\u4ee5\u53ca PDF Skill \u7684\u5be6\u969b\u6848\u4f8b\u62c6\u89e3<\/li>\n\n\n<li><a href=\"https:\/\/agentskills.io\/specification\">Agent Skills Specification<\/a> \u2014 Agent Skills \u958b\u653e\u6a19\u6e96\u7684\u6b63\u5f0f\u898f\u7bc4\u6587\u4ef6\uff0c\u5b9a\u7fa9\u4e86 SKILL.md \u7684\u5b8c\u6574\u683c\u5f0f\u8981\u6c42\uff0c\u5df2\u88ab OpenAI Codex\u3001GitHub Copilot\u3001Cursor \u7b49\u5e73\u53f0\u63a1\u7528<\/li>\n\n\n<li><a href=\"https:\/\/www.anthropic.com\/engineering\/effective-context-engineering-for-ai-agents\">Effective Context Engineering for AI Agents<\/a> \u2014 Anthropic \u95dc\u65bc context engineering \u7684\u6df1\u5ea6\u5de5\u7a0b\u6587\u7ae0\uff0c\u6db5\u84cb context window \u7ba1\u7406\u7684\u7cfb\u7d71\u6027\u65b9\u6cd5\u8ad6\uff0c\u662f\u7406\u89e3\u672c\u6587\u300ccontext window \u662f\u516c\u5171\u8ca1\u300d\u7406\u5ff5\u7684\u91cd\u8981\u80cc\u666f<\/li>\n\n\n<li><a href=\"https:\/\/platform.claude.com\/docs\/en\/agents-and-tools\/agent-skills\/overview\">Agent Skills Overview &#8211; Claude Docs<\/a> \u2014 Claude \u5b98\u65b9\u6587\u4ef6\u4e2d\u7684 Agent Skills \u4f7f\u7528\u6307\u5357\uff0c\u5305\u542b\u5982\u4f55\u5728 Claude Code\u3001Agent SDK\u3001API \u4e2d\u4f7f\u7528 Skills \u7684\u5be6\u4f5c\u8aaa\u660e<\/li>\n\n\n<li><a href=\"https:\/\/leehanchung.github.io\/blogs\/2025\/10\/26\/claude-skills-deep-dive\/\">Claude Agent Skills: A First Principles Deep Dive<\/a> \u2014 \u5f9e\u7b2c\u4e00\u6027\u539f\u7406\u5206\u6790 Agent Skills \u7684\u6280\u8853\u6587\u7ae0\uff0c\u63d0\u4f9b\u4e86\u4e0d\u540c\u65bc\u5b98\u65b9\u8996\u89d2\u7684\u7368\u7acb\u89c0\u5bdf\u8207\u67b6\u69cb\u5206\u6790<\/li>\n\n\n<li><a href=\"https:\/\/github.com\/travisvn\/awesome-claude-skills\">awesome-claude-skills<\/a> \u2014 \u793e\u7fa4\u7dad\u8b77\u7684 Claude Skills \u8cc7\u6e90\u5217\u8868\uff0c\u6536\u9304\u4e86\u5927\u91cf\u7b2c\u4e09\u65b9 Skill \u5be6\u4f5c\u3001\u5de5\u5177\u548c\u6559\u5b78\u8cc7\u6e90\uff0c\u9069\u5408\u5c0b\u627e\u5be6\u969b\u61c9\u7528\u9748\u611f<\/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; color: #000000;\" data-post-id=\"620\" data-total-likes=\"0\" data-likes-from-user=\"0\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" fill=\"none\" viewBox=\"0 0 24 24\" stroke-width=\"1.5\" stroke=\"currentColor\" width=\"30\" height=\"30\"><path 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