{"id":113528,"date":"2026-10-06T17:33:14","date_gmt":"2026-10-06T09:33:14","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/113528.html"},"modified":"2026-10-06T17:33:14","modified_gmt":"2026-10-06T09:33:14","slug":"agent-skills-%e4%b8%ba%e4%bb%80%e4%b9%88%e4%b8%8d%e8%83%bd%e5%8f%aa%e6%98%af%e9%95%bf%e6%8f%90%e7%a4%ba%e8%af%8d%ef%bc%9askill-md%e3%80%81%e6%8c%89%e9%9c%80%e5%8a%a0%e8%bd%bd","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/113528.html","title":{"rendered":"Agent Skills \u4e3a\u4ec0\u4e48\u4e0d\u80fd\u53ea\u662f\u201c\u957f\u63d0\u793a\u8bcd\u201d\uff1aSKILL.md\u3001\u6309\u9700\u52a0\u8f7d\u548c\u6743\u9650\u8fb9\u754c"},"content":{"rendered":"<h2>Agent Skills \u4e3a\u4ec0\u4e48\u4e0d\u80fd\u53ea\u662f\u201c\u957f\u63d0\u793a\u8bcd\u201d&#xff1a;SKILL.md\u3001\u6309\u9700\u52a0\u8f7d\u548c\u6743\u9650\u8fb9\u754c<\/h2>\n<p>\u5b9e\u9a8c\u73af\u5883&#xff1a;Windows 11\u3001Oracle JDK 17.0.12\u3001Python 3\u3001PowerShell \u89c4\u8303\u4f9d\u636e&#xff1a;Agent Skills Specification \u4e0e\u5b98\u65b9 Skill Creation \u6587\u6863 \u8bf4\u660e&#xff1a;\u6587\u4e2d\u7684 Java \u63a2\u9488\u7528\u4e8e\u9a8c\u8bc1\u76ee\u5f55\u53d1\u73b0\u3001\u5b57\u6bb5\u6821\u9a8c\u548c\u6309\u9700\u52a0\u8f7d&#xff0c;\u4e0d\u4ee3\u8868\u67d0\u4e2a\u5177\u4f53\u5ba2\u6237\u7aef\u62e5\u6709\u5b8c\u5168\u76f8\u540c\u7684\u52a0\u8f7d\u4e0e\u6388\u6743\u884c\u4e3a\u3002<\/p>\n<p>\u76ee\u5f55<\/p>\n<ul>\n<li>\u4e3a\u4ec0\u4e48\u201c\u591a\u5199\u4e00\u6bb5\u63d0\u793a\u8bcd\u201d\u89e3\u51b3\u4e0d\u4e86 Skill \u7684\u52a0\u8f7d\u95ee\u9898<\/li>\n<li>SKILL.md \u7684\u5951\u7ea6\u6bd4\u6b63\u6587\u66f4\u91cd\u8981<\/li>\n<li>\u6e10\u8fdb\u52a0\u8f7d\u5230\u5e95\u7701\u6389\u4e86\u4ec0\u4e48<\/li>\n<li>\u4e00\u4e2a\u6700\u5c0f Skill \u957f\u4ec0\u4e48\u6837<\/li>\n<li>\u6821\u9a8c\u5931\u8d25\u6bd4\u52a0\u8f7d\u5931\u8d25\u66f4\u65e9\u66b4\u9732\u95ee\u9898<\/li>\n<li>\u811a\u672c\u3001\u8d44\u6e90\u548c\u6743\u9650\u8981\u5206\u5f00\u770b<\/li>\n<li>\u80fd\u52a0\u8f7d\u3001\u80fd\u590d\u7528\u3001\u80fd\u6388\u6743\u6267\u884c\u662f\u4e09\u79cd\u72b6\u6001<\/li>\n<li>\u600e\u6837\u8bc4\u6d4b\u4e00\u4e2a Skill \u662f\u5426\u53ef\u9760<\/li>\n<li>\u63a5\u8fdb Java \u9879\u76ee\u65f6\u7684\u843d\u5730\u6e05\u5355<\/li>\n<li>\u7ed3\u8bba\u4e0e\u53c2\u8003\u8d44\u6599<\/li>\n<\/ul>\n<p>\u5f88\u591a\u4eba\u7b2c\u4e00\u6b21\u63a5\u89e6 Agent Skills&#xff0c;\u4f1a\u628a\u5b83\u7406\u89e3\u6210\u201c\u628a\u7cfb\u7edf\u63d0\u793a\u8bcd\u62c6\u6210\u4e00\u4e2a Markdown \u6587\u4ef6\u201d\u3002\u8fd9\u4e2a\u7406\u89e3\u4e0d\u7b97\u9519&#xff0c;\u4f46\u53ea\u770b\u5230\u4e86\u6700\u5c0f\u7684\u4e00\u7aef\u3002\u771f\u6b63\u843d\u5730\u65f6&#xff0c;\u5ba2\u6237\u7aef\u8fd8\u8981\u77e5\u9053\u6709\u54ea\u4e9b Skill\u3001\u6bcf\u4e2a Skill \u7528\u4e8e\u4ec0\u4e48\u573a\u666f\u3001\u4ec0\u4e48\u65f6\u5019\u8bfb\u53d6\u5b8c\u6574\u8bf4\u660e\u3001\u4ec0\u4e48\u65f6\u5019\u52a0\u8f7d\u53c2\u8003\u8d44\u6599&#xff0c;\u4ee5\u53ca\u811a\u672c\u80fd\u4e0d\u80fd\u6267\u884c\u3002\u53ea\u628a\u4e00\u5927\u6bb5\u6307\u4ee4\u585e\u8fdb\u6587\u4ef6&#xff0c;\u89e3\u51b3\u4e0d\u4e86\u8fd9\u4e9b\u95ee\u9898\u3002<\/p>\n<p>\u6211\u8fd9\u6b21\u628a\u5173\u6ce8\u70b9\u653e\u5728\u56db\u4e2a\u9636\u6bb5&#xff1a;\u76ee\u5f55\u53ea\u8bfb\u5143\u6570\u636e\u3001\u6821\u9a8c SKILL.md\u3001\u6839\u636e\u7528\u6237\u8bf7\u6c42\u9009\u4e2d Skill\u3001\u6309\u9700\u8bfb\u53d6\u8d44\u6e90\u3002\u7528 JDK 17 \u5199\u4e86\u4e00\u4e2a\u672c\u5730\u63a2\u9488&#xff0c;\u518d\u7528\u4e00\u4e2a\u201c\u751f\u6210\u7248\u672c\u53d1\u5e03\u8bf4\u660e\u201d\u7684 Skill \u9a8c\u8bc1\u6d41\u7a0b\u3002\u7ed3\u8bba\u5f88\u6e05\u695a&#xff1a;Skill \u7684\u5de5\u7a0b\u4ef7\u503c\u6765\u81ea\u4e00\u5957\u53ef\u53d1\u73b0\u3001\u53ef\u6821\u9a8c\u3001\u53ef\u6e10\u8fdb\u52a0\u8f7d\u7684\u7ea6\u5b9a\u3002\u6743\u9650\u5c5e\u4e8e\u53e6\u4e00\u5c42&#xff0c;Host \u4e0d\u4f1a\u56e0\u4e3a\u8bfb\u5230 SKILL.md&#xff0c;\u5c31\u81ea\u52a8\u5141\u8bb8\u91cc\u9762\u7684\u811a\u672c\u548c\u5de5\u5177\u6267\u884c\u3002<\/p>\n<h3>\u4e3a\u4ec0\u4e48\u201c\u591a\u5199\u4e00\u6bb5\u63d0\u793a\u8bcd\u201d\u89e3\u51b3\u4e0d\u4e86 Skill \u7684\u52a0\u8f7d\u95ee\u9898<\/h3>\n<p>\u5355\u4e2a\u957f\u63d0\u793a\u8bcd\u6700\u76f4\u63a5\u7684\u95ee\u9898\u662f\u8fb9\u754c\u6a21\u7cca\u3002\u5b83\u628a\u6240\u6709\u89c4\u5219\u3001\u6b65\u9aa4\u3001\u53c2\u8003\u683c\u5f0f\u548c\u5de5\u5177\u8bf4\u660e\u653e\u8fdb\u540c\u4e00\u4e2a\u4e0a\u4e0b\u6587\u3002\u7528\u6237\u53ea\u662f\u60f3\u751f\u6210\u4e00\u6761\u53d1\u5e03\u8bf4\u660e&#xff0c;\u5ba2\u6237\u7aef\u5374\u53ef\u80fd\u5df2\u7ecf\u628a\u6570\u636e\u5e93\u64cd\u4f5c\u3001\u6587\u4ef6\u5199\u5165\u548c\u53e6\u4e00\u5957\u4e1a\u52a1\u89c4\u5219\u4e00\u8d77\u9001\u8fdb\u6a21\u578b\u3002<\/p>\n<p>\u957f\u63d0\u793a\u8bcd\u8fd8\u4f1a\u8ba9\u7ef4\u62a4\u53d8\u5f97\u56f0\u96be\u3002\u4e00\u6b21\u89c4\u5219\u8c03\u6574\u53ef\u80fd\u5f71\u54cd\u6240\u6709\u4efb\u52a1&#xff1b;\u4e0d\u540c\u9886\u57df\u7684\u6307\u4ee4\u4e92\u76f8\u6c61\u67d3&#xff1b;\u6587\u4ef6\u8d8a\u6765\u8d8a\u957f\u4ee5\u540e&#xff0c;\u771f\u6b63\u9700\u8981\u6267\u884c\u7684\u6b65\u9aa4\u88ab\u57cb\u5728\u5927\u91cf\u80cc\u666f\u8bf4\u660e\u91cc\u3002\u66f4\u9ebb\u70e6\u7684\u662f&#xff0c;\u5ba2\u6237\u7aef\u6ca1\u6709\u7ed3\u6784\u5316\u7684\u5143\u6570\u636e\u53ef\u4ee5\u5224\u65ad\u201c\u8fd9\u4e2a\u80fd\u529b\u73b0\u5728\u662f\u5426\u76f8\u5173\u201d\u3002<\/p>\n<p>Skill \u628a\u8fd9\u4e9b\u4fe1\u606f\u62c6\u6210\u4e0d\u540c\u5c42\u7ea7&#xff1a;<\/p>\n<table>\n<tr>\u5c42\u7ea7\u4fdd\u5b58\u5185\u5bb9\u4f55\u65f6\u52a0\u8f7d<\/tr>\n<tbody>\n<tr>\n<td>\u76ee\u5f55\u5143\u6570\u636e<\/td>\n<td>name\u3001description \u7b49\u57fa\u672c\u4fe1\u606f<\/td>\n<td>\u5ba2\u6237\u7aef\u53d1\u73b0 Skill \u65f6<\/td>\n<\/tr>\n<tr>\n<td>SKILL.md \u6b63\u6587<\/td>\n<td>\u5de5\u4f5c\u6d41\u3001\u7ea6\u675f\u3001\u8f93\u51fa\u8981\u6c42<\/td>\n<td>Skill \u88ab\u9009\u4e2d\u540e<\/td>\n<\/tr>\n<tr>\n<td>references\/<\/td>\n<td>\u8be6\u7ec6\u683c\u5f0f\u3001\u89c4\u8303\u3001\u957f\u6587\u6863<\/td>\n<td>\u786e\u5b9e\u9700\u8981\u53c2\u8003\u65f6<\/td>\n<\/tr>\n<tr>\n<td>scripts\/<\/td>\n<td>\u53ef\u6267\u884c\u811a\u672c<\/td>\n<td>\u5de5\u4f5c\u6d41\u8981\u6c42\u6267\u884c\u65f6<\/td>\n<\/tr>\n<tr>\n<td>assets\/<\/td>\n<td>\u6a21\u677f\u3001\u56fe\u7247\u3001\u56fa\u5b9a\u6570\u636e<\/td>\n<td>\u4ea7\u7269\u9700\u8981\u4f7f\u7528\u65f6<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u8fd9\u5f20\u8868\u4e5f\u89e3\u91ca\u4e86 Skill \u548c\u957f\u63d0\u793a\u8bcd\u7684\u6839\u672c\u5dee\u5f02\u3002\u957f\u63d0\u793a\u8bcd\u53ea\u6709\u4e00\u4efd\u6587\u672c&#xff1b;Skill \u6709\u76ee\u5f55\u3001\u6709\u5143\u6570\u636e\u3001\u6709\u8d44\u6e90&#xff0c;\u4e5f\u6709\u4e86\u201c\u52a0\u8f7d\u4ec0\u4e48\u201d\u548c\u201c\u4f55\u65f6\u52a0\u8f7d\u201d\u7684\u51b3\u7b56\u70b9\u3002<\/p>\n<h3>SKILL.md \u7684\u5951\u7ea6\u6bd4\u6b63\u6587\u66f4\u91cd\u8981<\/h3>\n<p>Agent Skills \u89c4\u8303\u628a\u6700\u5c0f\u7ed3\u6784\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u76ee\u5f55\u548c\u5176\u4e2d\u7684 SKILL.md\u3002\u6587\u4ef6\u5305\u542b YAML frontmatter \u548c Markdown \u6b63\u6587&#xff0c;\u6700\u57fa\u7840\u7684\u5b57\u6bb5\u5305\u62ec name \u548c description\u3002<\/p>\n<p>name \u7684\u7ea6\u675f\u6bd4\u8f83\u5177\u4f53&#xff1a;<\/p>\n<ul>\n<li>\u957f\u5ea6\u4e3a 1 \u5230 64 \u4e2a\u5b57\u7b26\u3002<\/li>\n<li>\u53ea\u80fd\u662f\u5c0f\u5199\u5b57\u6bcd\u3001\u6570\u5b57\u548c\u5355\u8fde\u5b57\u7b26\u3002<\/li>\n<li>\u8fde\u5b57\u7b26\u4e0d\u80fd\u51fa\u73b0\u5728\u5f00\u5934\u3001\u7ed3\u5c3e&#xff0c;\u4e5f\u4e0d\u80fd\u8fde\u7eed\u51fa\u73b0\u3002<\/li>\n<li>\u5fc5\u987b\u4e0e Skill \u6240\u5728\u7236\u76ee\u5f55\u540c\u540d\u3002<\/li>\n<\/ul>\n<p>description \u7684\u957f\u5ea6\u662f 1 \u5230 1024 \u4e2a\u5b57\u7b26\u3002\u5b98\u65b9\u6587\u6863\u5f3a\u8c03\u5b83\u8981\u540c\u65f6\u56de\u7b54\u201c\u8fd9\u4e2a Skill \u505a\u4ec0\u4e48\u201d\u548c\u201c\u4ec0\u4e48\u65f6\u5019\u4f7f\u7528\u201d\u3002\u8fd9\u53e5\u8bdd\u770b\u8d77\u6765\u7b80\u5355&#xff0c;\u5b9e\u9645\u975e\u5e38\u5173\u952e\u3002\u5ba2\u6237\u7aef\u901a\u5e38\u5148\u770b\u76ee\u5f55\u5143\u6570\u636e&#xff0c;\u518d\u51b3\u5b9a\u662f\u5426\u6fc0\u6d3b\u5b8c\u6574 Skill\u3002\u63cf\u8ff0\u5199\u5f97\u592a\u77ed&#xff0c;\u89e6\u53d1\u6761\u4ef6\u4e0d\u6e05\u695a&#xff1b;\u5199\u5f97\u592a\u6cdb&#xff0c;\u591a\u4e2a Skill \u53c8\u4f1a\u4e92\u76f8\u62a2\u9009\u62e9\u7ed3\u679c\u3002<\/p>\n<p>compatibility \u6700\u957f 500 \u4e2a\u5b57\u7b26&#xff0c;\u7528\u6765\u8865\u5145\u73af\u5883\u6216\u4f9d\u8d56\u8981\u6c42\u3002allowed-tools \u5728\u89c4\u8303\u91cc\u4ecd\u6807\u4e3a\u5b9e\u9a8c\u6027\u80fd\u529b&#xff0c;\u4e0d\u8be5\u88ab\u5f53\u4f5c\u8de8\u5ba2\u6237\u7aef\u7edf\u4e00\u7684\u6743\u9650\u5f00\u5173\u3002\u8fd8\u6709\u4e00\u4e9b\u5e38\u89c1\u7684\u53ef\u9009\u5b57\u6bb5&#xff0c;\u4f8b\u5982 license \u548c metadata\u3002\u5b83\u4eec\u80fd\u5e2e\u52a9\u5206\u53d1\u548c\u7248\u672c\u7ba1\u7406&#xff0c;\u4f46\u4e0d\u4f1a\u6539\u53d8\u5de5\u4f5c\u6d41\u672c\u8eab\u3002<\/p>\n<p>\u8fd9\u91cc\u6709\u4e2a\u5bb9\u6613\u5199\u9519\u7684\u4e60\u60ef&#xff1a;\u628a\u5b8c\u6574\u64cd\u4f5c\u624b\u518c\u90fd\u585e\u8fdb description\u3002\u76ee\u5f55\u9636\u6bb5\u53ea\u9700\u8981\u8db3\u591f\u7684\u8def\u7531\u4fe1\u606f&#xff0c;\u5177\u4f53\u6b65\u9aa4\u5e94\u8be5\u7559\u5728 Markdown \u6b63\u6587\u91cc\u3002\u5143\u6570\u636e\u8d1f\u8d23\u201c\u9009\u4e0d\u9009\u201d&#xff0c;\u6b63\u6587\u8d1f\u8d23\u201c\u600e\u4e48\u505a\u201d\u3002<\/p>\n<p>\u5b98\u65b9 Agent Skills Specification \u5bf9\u8fd9\u4e9b\u5b57\u6bb5\u7ed9\u51fa\u4e86\u7ea6\u675f\u3002\u89c4\u8303\u4e2d\u660e\u786e\u4e86\u4e00\u70b9&#xff1a;\u76ee\u5f55\u540d\u548c name \u5fc5\u987b\u4e00\u81f4\u3002\u5f88\u591a\u52a0\u8f7d\u5931\u8d25\u5e76\u4e0d\u662f Markdown \u6709\u95ee\u9898&#xff0c;\u800c\u662f\u5143\u6570\u636e\u5728\u8fdb\u5165\u6b63\u6587\u4e4b\u524d\u5c31\u5df2\u7ecf\u4e0d\u5408\u6cd5\u3002<\/p>\n<h3>\u6e10\u8fdb\u52a0\u8f7d\u5230\u5e95\u7701\u6389\u4e86\u4ec0\u4e48<\/h3>\n<p>Skill \u7684\u52a0\u8f7d\u901a\u5e38\u5206\u4e09\u6b65&#xff1a;<\/p>\n<li>\u542f\u52a8\u65f6\u626b\u63cf\u6240\u6709 Skill&#xff0c;\u53ea\u8bfb\u53d6 name\u3001description \u7b49\u5143\u6570\u636e\u3002<\/li>\n<li>\u7528\u6237\u8bf7\u6c42\u5339\u914d\u67d0\u4e2a Skill \u540e&#xff0c;\u8bfb\u53d6\u5b8c\u6574\u7684 SKILL.md\u3002<\/li>\n<li>\u5de5\u4f5c\u6d41\u9700\u8981\u811a\u672c\u6216\u6a21\u677f\u65f6&#xff0c;\u518d\u52a0\u8f7d\u5bf9\u5e94\u6587\u4ef6\u3002<\/li>\n<p>\u5b98\u65b9\u6587\u6863\u7ed9\u51fa\u7684\u5efa\u8bae\u662f&#xff0c;\u542f\u52a8\u9636\u6bb5\u53ea\u52a0\u8f7d\u6bcf\u4e2a Skill \u7684\u5c11\u91cf\u5143\u6570\u636e&#xff0c;\u603b\u4f53\u5927\u81f4\u63a7\u5236\u5728\u7ea6 100 tokens\u3002\u6fc0\u6d3b Skill \u540e&#xff0c;\u5b8c\u6574 SKILL.md \u63a8\u8350\u4f4e\u4e8e 5000 tokens\u3002references\/\u3001scripts\/ \u548c assets\/ \u4ecd\u7136\u6309\u9700\u8bfb\u53d6\u3002<\/p>\n<p>\u8fd9\u7ec4\u6570\u5b57\u7ecf\u5e38\u88ab\u8bef\u89e3\u6210\u201c5000 tokens \u4ee5\u5185\u5c31\u4e00\u5b9a\u597d\u201d\u3002\u5b83\u771f\u6b63\u7684\u610f\u601d\u662f\u63a7\u5236\u6fc0\u6d3b\u540e\u7684\u4e0a\u4e0b\u6587\u9884\u7b97\u3002\u5982\u679c SKILL.md \u5df2\u7ecf\u8fc7\u957f&#xff0c;\u5ba2\u6237\u7aef\u53ef\u80fd\u8fd8\u6ca1\u52a0\u8f7d\u8d44\u6e90\u6587\u4ef6&#xff0c;\u4e0a\u4e0b\u6587\u5c31\u88ab\u8bf4\u660e\u6587\u5b57\u5360\u6ee1\u4e86\u3002\u5b98\u65b9\u6700\u4f73\u5b9e\u8df5\u8fd8\u5efa\u8bae\u628a SKILL.md \u63a7\u5236\u5728 500 \u884c\u4ee5\u5185&#xff0c;\u8d44\u6e90\u5f15\u7528\u4fdd\u6301\u4e00\u5c42\u6df1\u5ea6&#xff0c;\u51cf\u5c11\u6587\u4ef6\u4e4b\u95f4\u7684\u8df3\u8f6c\u3002<\/p>\n<p>\u6211\u5199\u4e86\u4e00\u4e2a\u672c\u5730 Java \u63a2\u9488&#xff0c;\u6309\u8fd9\u4e2a\u6d41\u7a0b\u8bfb\u53d6\u4e24\u4e2a Skill\u3002\u4e00\u4e2a\u6837\u4f8b\u6545\u610f\u628a name \u5199\u6210 Release-Notes&#xff0c;\u53e6\u4e00\u4e2a\u4f7f\u7528\u5408\u6cd5\u7684 release-notes\u3002\u8fd0\u884c\u547d\u4ee4\u5982\u4e0b&#xff1a;<\/p>\n<p>javac <span class=\"token operator\">&#8211;<\/span>encoding UTF-8 SkillCatalogDemo<span class=\"token punctuation\">.<\/span>java<br \/>\njava <span class=\"token string\">&#039;-Dfile.encoding&#061;UTF-8&#039;<\/span> SkillCatalogDemo<\/p>\n<p>\u8f93\u51fa\u4fdd\u7559\u4e86\u76ee\u5f55\u3001\u6821\u9a8c\u548c\u6309\u9700\u52a0\u8f7d\u4e09\u4e2a\u9636\u6bb5&#xff1a;<\/p>\n<p>Catalog stage (frontmatter only)<br \/>\ncatalog entry: dir&#061;broken-skill, name&#061;Release-Notes, descriptionChars&#061;68<br \/>\ncatalog entry: dir&#061;release-notes, name&#061;release-notes, descriptionChars&#061;151<\/p>\n<p>Validation stage<br \/>\ninvalid: broken-skill -&gt; name must use lowercase letters, digits, and single hyphens; name must match parent directory<br \/>\nvalid: release-notes<\/p>\n<p>Query stage: &#034;create release notes for version 1.4.0&#034;<br \/>\nselected&#061;release-notes, loaded&#061;SKILL.md, skillChars&#061;708<br \/>\nresource&#061;references\\\\format.md, loaded&#061;true, referenceChars&#061;372<br \/>\ncatalogChars&#061;164, progressiveLoadChars&#061;1080<\/p>\n<p>\u8fd9\u91cc\u7684 catalogChars \u548c skillChars \u90fd\u662f\u5b57\u7b26\u6570&#xff0c;\u4e0d\u662f token \u6570\u3002\u63a2\u9488\u4e5f\u6ca1\u6709\u6a21\u62df\u771f\u5b9e\u7684\u8bed\u4e49\u9009\u8def&#xff0c;\u53ea\u7528\u4e86\u4e00\u4e2a\u7b80\u5355\u7684\u540d\u79f0\u5339\u914d\u3002\u5b83\u80fd\u9a8c\u8bc1\u7684\u662f\u52a0\u8f7d\u5206\u5c42\u548c\u5b57\u6bb5\u6821\u9a8c&#xff0c;\u4e0d\u80fd\u66ff\u4ee3\u67d0\u4e2a\u5ba2\u6237\u7aef\u7684\u5b8c\u6574\u52a0\u8f7d\u5668\u3002<\/p>\n<p>\u4ece\u8f93\u51fa\u8fd8\u80fd\u770b\u5230\u4e00\u4e2a\u5b9e\u9645\u6536\u76ca&#xff1a;\u76ee\u5f55\u9636\u6bb5\u53ea\u8bfb\u5230\u4e24\u4e2a Skill \u7684\u5143\u6570\u636e\u3002\u9009\u4e2d release-notes \u540e&#xff0c;\u624d\u8bfb\u53d6 708 \u4e2a\u5b57\u7b26\u7684\u5b8c\u6574\u8bf4\u660e&#xff1b;\u683c\u5f0f\u53c2\u8003\u6587\u4ef6\u53ea\u6709\u771f\u6b63\u9700\u8981\u65f6\u624d\u52a0\u8f7d\u3002\u957f\u6587\u6863\u548c\u811a\u672c\u6ca1\u6709\u8fdb\u5165\u7b2c\u4e00\u6b21\u76ee\u5f55\u626b\u63cf\u3002<\/p>\n<p>\u4e00\u4e2a\u524d\u7aef\u5982\u679c\u4e00\u6b21\u52a0\u8f7d\u5168\u90e8 Skill \u6b63\u6587&#xff0c;\u77ed\u4f1a\u8bdd\u53ef\u80fd\u611f\u89c9\u4e0d\u5230\u95ee\u9898\u3002Skill \u6570\u91cf\u589e\u52a0\u4ee5\u540e&#xff0c;\u542f\u52a8\u65f6\u95f4\u3001\u4e0a\u4e0b\u6587\u5360\u7528\u548c\u547d\u4e2d\u566a\u97f3\u90fd\u4f1a\u4e00\u8d77\u4e0a\u6da8\u3002\u6e10\u8fdb\u52a0\u8f7d\u4e0d\u662f\u7701\u4e86\u4e00\u6b21\u78c1\u76d8\u8bfb\u53d6&#xff0c;\u5b83\u662f\u5728\u51cf\u5c11\u6a21\u578b\u6bcf\u4e00\u8f6e\u771f\u6b63\u770b\u5230\u7684\u5185\u5bb9\u3002<\/p>\n<h3>\u4e00\u4e2a\u6700\u5c0f Skill \u957f\u4ec0\u4e48\u6837<\/h3>\n<p>\u5b9e\u9a8c\u91cc\u7684 release-notes \u76ee\u5f55\u4fdd\u6301\u5f97\u5f88\u5c0f&#xff1a;<\/p>\n<p>release-notes\/<br \/>\n\u251c\u2500 SKILL.md<br \/>\n\u251c\u2500 references\/<br \/>\n\u2502  \u2514\u2500 format.md<br \/>\n\u2514\u2500 scripts\/<br \/>\n   \u2514\u2500 render_release_note.py<\/p>\n<p>SKILL.md \u7684 frontmatter \u53ea\u4fdd\u7559\u76ee\u5f55\u9636\u6bb5\u9700\u8981\u7684\u5b57\u6bb5&#xff0c;\u6b63\u6587\u8d1f\u8d23\u5de5\u4f5c\u6d41&#xff1a;<\/p>\n<p>&#8212;<br \/>\nname: release-notes<br \/>\ndescription: Draft a concise release note from a version and change summary.<br \/>\n  Use when the user asks for a release summary, changelog entry,<br \/>\n  or version announcement.<br \/>\nlicense: MIT<br \/>\nmetadata:<br \/>\n  author: student-blog-lab<br \/>\n  version: &#034;1.0&#034;<br \/>\n&#8212;<\/p>\n<p># Release notes workflow<\/p>\n<p>1. Confirm the version and the user-visible change.<br \/>\n2. Run &#096;scripts\/render_release_note.py&#096; with the version and change text.<br \/>\n3. Read &#096;references\/format.md&#096; only when the output needs to match the project template.<br \/>\n4. Keep internal issue numbers and unpublished plans out of the result.<\/p>\n<p>\u8fd9\u4e2a\u6587\u4ef6\u6ca1\u6709\u628a\u6240\u6709\u7ec6\u8282\u5199\u6b7b\u3002\u811a\u672c\u53ea\u8d1f\u8d23\u6839\u636e\u53c2\u6570\u6e32\u67d3\u56fa\u5b9a\u683c\u5f0f&#xff0c;\u683c\u5f0f\u5dee\u5f02\u653e\u8fdb references\/format.md&#xff0c;\u6b63\u6587\u8d1f\u8d23\u544a\u8bc9 Agent \u4f55\u65f6\u8c03\u7528\u811a\u672c\u3001\u4f55\u65f6\u8bfb\u53d6\u683c\u5f0f\u6587\u4ef6&#xff0c;\u4ee5\u53ca\u4ec0\u4e48\u5185\u5bb9\u4e0d\u80fd\u8f93\u51fa\u3002<\/p>\n<p>\u63cf\u8ff0\u91cc\u7684\u89e6\u53d1\u6761\u4ef6\u4e5f\u503c\u5f97\u6ce8\u610f\u3002\u5b83\u6ca1\u6709\u5199\u6210\u201c\u5e2e\u52a9\u5904\u7406\u6587\u6863\u201d\u8fd9\u79cd\u6cdb\u5316\u63cf\u8ff0&#xff0c;\u800c\u662f\u5217\u51fa\u4e86 release summary\u3001changelog entry \u548c version announcement\u3002\u7528\u6237\u5728\u8bf4\u201c\u7ed9 1.4.0 \u5199\u4e00\u6761\u53d1\u5e03\u8bf4\u660e\u201d\u65f6&#xff0c;\u8def\u7531\u5668\u66f4\u5bb9\u6613\u628a\u5b83\u548c\u522b\u7684\u6587\u6863\u7c7b Skill \u533a\u5206\u5f00\u3002<\/p>\n<p>\u6b63\u6587\u4e2d\u7684\u6b65\u9aa4\u4f7f\u7528\u4e86\u660e\u786e\u7684\u811a\u672c\u8def\u5f84&#xff0c;\u6ca1\u6709\u5199\u6210\u201c\u8c03\u7528\u53d1\u5e03\u811a\u672c\u201d\u8fd9\u79cd\u6a21\u7cca\u6307\u4ee4\u3002\u811a\u672c\u53c2\u6570\u4e5f\u5728\u6b63\u6587\u548c\u811a\u672c\u81ea\u8eab\u7684\u5e2e\u52a9\u4fe1\u606f\u91cc\u540c\u65f6\u7ea6\u675f\u3002Skill \u540d\u79f0\u3001\u76ee\u5f55\u540d\u3001\u6587\u4ef6\u8def\u5f84\u548c\u53c2\u6570\u540d\u4fdd\u6301\u4e00\u81f4&#xff0c;\u540e\u7eed\u6539\u52a8\u65f6\u7684\u641c\u7d22\u548c\u66ff\u6362\u4e5f\u4f1a\u7b80\u5355\u5f88\u591a\u3002<\/p>\n<h3>\u6821\u9a8c\u5931\u8d25\u6bd4\u52a0\u8f7d\u5931\u8d25\u66f4\u65e9\u66b4\u9732\u95ee\u9898<\/h3>\n<p>\u5b9e\u9a8c\u91cc\u6700\u76f4\u89c2\u7684\u7ed3\u679c\u662f&#xff0c;\u65e0\u6548 Skill \u5728\u5143\u6570\u636e\u9636\u6bb5\u5c31\u88ab\u62e6\u4f4f\u4e86\u3002broken-skill \u7684 frontmatter \u662f&#xff1a;<\/p>\n<p><span class=\"token key atrule\">name<\/span><span class=\"token punctuation\">:<\/span> Release<span class=\"token punctuation\">&#8211;<\/span>Notes<br \/>\n<span class=\"token key atrule\">description<\/span><span class=\"token punctuation\">:<\/span> This deliberately invalid skill demonstrates frontmatter validation.<\/p>\n<p>\u5b83\u89e6\u53d1\u4e86\u4e24\u4e2a\u95ee\u9898&#xff1a;\u540d\u79f0\u5305\u542b\u5927\u5199\u5b57\u6bcd&#xff0c;\u76ee\u5f55\u540d\u4e5f\u4e0d\u5339\u914d\u3002\u6821\u9a8c\u7247\u6bb5\u53ef\u4ee5\u538b\u7f29\u6210\u4e0b\u9762\u51e0\u884c&#xff1a;<\/p>\n<p><span class=\"token keyword\">private<\/span> <span class=\"token keyword\">static<\/span> <span class=\"token keyword\">final<\/span> <span class=\"token class-name\">Pattern<\/span> <span class=\"token constant\">VALID_NAME<\/span> <span class=\"token operator\">&#061;<\/span><br \/>\n        <span class=\"token class-name\">Pattern<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">compile<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;[a-z0-9]&#043;(?:-[a-z0-9]&#043;)*&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p><span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token operator\">!<\/span><span class=\"token constant\">VALID_NAME<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">matcher<\/span><span class=\"token punctuation\">(<\/span>name<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">matches<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n    problems<span class=\"token punctuation\">.<\/span><span class=\"token function\">add<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;name must use lowercase letters, digits, and single hyphens&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token operator\">!<\/span>name<span class=\"token punctuation\">.<\/span><span class=\"token function\">equals<\/span><span class=\"token punctuation\">(<\/span>directory<span class=\"token punctuation\">.<\/span><span class=\"token function\">getFileName<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">toString<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n    problems<span class=\"token punctuation\">.<\/span><span class=\"token function\">add<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;name must match parent directory&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<p>\u8fd9\u6bb5\u4ee3\u7801\u53ea\u68c0\u67e5\u540d\u79f0\u683c\u5f0f\u548c\u76ee\u5f55\u4e00\u81f4\u6027\u3002\u751f\u4ea7\u73af\u5883\u8fd8\u8981\u5904\u7406 frontmatter \u89e3\u6790\u5931\u8d25\u3001\u91cd\u590d\u5b57\u6bb5\u3001\u975e\u6cd5 YAML\u3001\u6587\u4ef6\u8fc7\u5927\u3001\u7b26\u53f7\u94fe\u63a5\u548c\u8def\u5f84\u7a7f\u8d8a\u7b49\u8f93\u5165\u3002<\/p>\n<p>\u4e3a\u4ec0\u4e48\u8981\u628a\u6821\u9a8c\u653e\u5728\u52a0\u8f7d\u6b63\u6587\u4e4b\u524d&#xff1f;\u56e0\u4e3a SKILL.md \u53ef\u80fd\u6765\u81ea\u7b2c\u4e09\u65b9\u5305&#xff0c;\u4e5f\u53ef\u80fd\u7531\u4e0d\u540c\u5de5\u5177\u751f\u6210\u3002\u5148\u6821\u9a8c\u5143\u6570\u636e&#xff0c;\u53ef\u4ee5\u5728\u6587\u4ef6\u8fdb\u5165\u4e0a\u4e0b\u6587\u4e4b\u524d\u62d2\u7edd\u660e\u663e\u9519\u8bef\u7684 Skill\u3002\u89e3\u6790\u5668\u5982\u679c\u9047\u5230\u4e0d\u5b8c\u6574\u7684 frontmatter&#xff0c;\u5e94\u8be5\u7ed9\u51fa\u660e\u786e\u9519\u8bef&#xff0c;\u4e0d\u8981\u9759\u9ed8\u8df3\u8fc7&#xff0c;\u66f4\u4e0d\u8981\u628a\u672a\u95ed\u5408\u7684 YAML \u5f53\u6210 Markdown \u6b63\u6587\u7ee7\u7eed\u8bfb\u53d6\u3002<\/p>\n<p>\u8fd8\u6709\u4e00\u79cd\u9519\u8bef\u5bb9\u6613\u6f0f\u6389&#xff1a;\u78c1\u76d8\u4e0a\u7684\u76ee\u5f55\u540d\u5408\u6cd5&#xff0c;\u4f46\u6253\u5305\u540e\u7684\u76ee\u5f55\u5c42\u7ea7\u53d1\u751f\u4e86\u53d8\u5316\u3002Skill \u538b\u7f29\u5305\u89e3\u538b\u540e\u5982\u679c\u591a\u5957\u4e86\u4e00\u5c42\u7248\u672c\u76ee\u5f55&#xff0c;\u539f\u672c\u7684 name \u5c31\u53ef\u80fd\u4e0d\u518d\u5339\u914d\u7236\u76ee\u5f55\u3002\u53d1\u5e03\u524d\u7528\u811a\u672c\u68c0\u67e5\u4e00\u6b21\u76ee\u5f55\u7ed3\u6784&#xff0c;\u6bd4\u7b49\u5230\u5ba2\u6237\u7aef\u542f\u52a8\u540e\u518d\u6392\u67e5\u4fbf\u5b9c\u5f97\u591a\u3002<\/p>\n<h3>\u811a\u672c\u3001\u8d44\u6e90\u548c\u6743\u9650\u8981\u5206\u5f00\u770b<\/h3>\n<p>Skill \u76ee\u5f55\u53ef\u4ee5\u5305\u542b\u811a\u672c&#xff0c;\u8fd9\u4e0d\u7b49\u4e8e\u811a\u672c\u53ef\u4ee5\u4e0d\u53d7\u7ea6\u675f\u5730\u6267\u884c\u3002Host \u81f3\u5c11\u8981\u5148\u51b3\u5b9a&#xff1a;<\/p>\n<ul>\n<li>\u5f53\u524d\u7528\u6237\u662f\u5426\u540c\u610f\u8fd0\u884c\u8fd9\u4e2a\u811a\u672c\u3002<\/li>\n<li>\u811a\u672c\u80fd\u8bfb\u53d6\u54ea\u4e9b\u8def\u5f84&#xff0c;\u80fd\u4e0d\u80fd\u8bbf\u95ee\u7f51\u7edc\u3002<\/li>\n<li>\u53c2\u6570\u662f\u5426\u6765\u81ea\u4e0d\u53ef\u4fe1\u8f93\u5165\u3002<\/li>\n<li>\u662f\u5426\u6709\u8d85\u65f6\u3001\u5e76\u53d1\u91cf\u548c\u8f93\u51fa\u5927\u5c0f\u9650\u5236\u3002<\/li>\n<li>\u5931\u8d25\u65f6\u600e\u6837\u8fd4\u56de\u9000\u51fa\u7801&#xff0c;\u600e\u6837\u907f\u514d\u7559\u4e0b\u534a\u6210\u54c1\u3002<\/li>\n<\/ul>\n<p>\u5b98\u65b9\u811a\u672c\u6307\u5357\u7ed9\u51fa\u7684\u65b9\u5411\u5f88\u5b9e\u7528\u3002\u811a\u672c\u5e94\u8be5\u660e\u786e\u8f93\u5165\u53c2\u6570&#xff0c;\u907f\u514d\u4f9d\u8d56\u9690\u85cf\u7684\u4ea4\u4e92\u5f0f\u8f93\u5165&#xff1b;\u4f1a\u4fee\u6539\u6587\u4ef6\u6216\u8fdc\u7a0b\u72b6\u6001\u7684\u811a\u672c\u5e94\u63d0\u4f9b dry-run \u6216\u9884\u89c8&#xff1b;\u6210\u529f\u548c\u5931\u8d25\u8981\u901a\u8fc7\u6e05\u6670\u7684\u9000\u51fa\u7801\u8868\u8fbe&#xff1b;\u9ed8\u8ba4\u503c\u8981\u504f\u5b89\u5168&#xff1b;\u8f93\u51fa\u8981\u80fd\u63a7\u5236\u5927\u5c0f&#xff0c;\u9632\u6b62\u628a\u5927\u91cf\u65e5\u5fd7\u91cd\u65b0\u704c\u56de\u6a21\u578b\u4e0a\u4e0b\u6587\u3002<\/p>\n<p>\u5b9e\u9a8c\u811a\u672c\u53ea\u505a\u4e86\u4e00\u4ef6\u4e8b&#xff1a;\u63a5\u6536\u7248\u672c\u53f7\u548c\u4e00\u6761\u53d8\u66f4\u8bf4\u660e&#xff0c;\u7136\u540e\u8f93\u51fa Markdown\u3002\u5b83\u4e0d\u8bbf\u95ee\u7f51\u7edc&#xff0c;\u4e0d\u8bfb\u53d6\u5176\u4ed6\u6587\u4ef6&#xff0c;\u4e5f\u4e0d\u6267\u884c\u5220\u9664\u64cd\u4f5c\u3002\u8c03\u7528\u65b9\u5f0f\u662f&#xff1a;<\/p>\n<p>python <span class=\"token punctuation\">.<\/span>\\\\<span class=\"token punctuation\">.<\/span>agents\\\\skills\\\\release-notes\\\\scripts\\\\render_release_note<span class=\"token punctuation\">.<\/span>py &#096;<br \/>\n  <span class=\"token operator\">&#8212;<\/span>version 1<span class=\"token punctuation\">.<\/span>4<span class=\"token punctuation\">.<\/span>0 &#096;<br \/>\n  <span class=\"token operator\">&#8212;<\/span>change <span class=\"token string\">&#034;Retry a failed terminal event once.&#034;<\/span><\/p>\n<p>\u672c\u673a\u8f93\u51fa&#xff1a;<\/p>\n<p># Release 1.4.0<\/p>\n<p>Changes:<br \/>\n&#8211; Retry a failed terminal event once.<\/p>\n<p>\u811a\u672c\u53ef\u4ee5\u8fd0\u884c&#xff0c;\u8bf4\u660e\u5de5\u5177\u94fe\u6ca1\u6709\u95ee\u9898\u3002\u5b83\u4e0d\u80fd\u8bf4\u660e\u8fd9\u4e2a Skill \u5e94\u8be5\u83b7\u5f97\u4ec0\u4e48\u7cfb\u7edf\u6743\u9650\u3002allowed-tools \u76ee\u524d\u8fd8\u662f\u5b9e\u9a8c\u6027\u5b57\u6bb5&#xff0c;\u5177\u4f53\u5ba2\u6237\u7aef\u662f\u5426\u89e3\u6790\u3001\u662f\u5426\u6267\u884c\u3001\u662f\u5426\u4e0e\u81ea\u5df1\u7684\u5de5\u5177\u6743\u9650\u6a21\u578b\u517c\u5bb9&#xff0c;\u90fd\u9700\u8981\u5355\u72ec\u6838\u5bf9\u3002<\/p>\n<p>\u8d44\u6e90\u6587\u4ef6\u4e5f\u6709\u7c7b\u4f3c\u7684\u8fb9\u754c\u3002references\/ \u91cc\u53ef\u80fd\u4fdd\u5b58\u7b2c\u4e09\u65b9\u6587\u6863\u3001\u5386\u53f2\u8bb0\u5f55\u6216\u5916\u90e8\u7247\u6bb5\u3002Agent \u8bfb\u53d6\u5b83\u4eec\u4ee5\u540e&#xff0c;\u5e94\u8be5\u628a\u5185\u5bb9\u5f53\u6210\u53c2\u8003\u8d44\u6599&#xff0c;\u4e0d\u8981\u8ba9\u5176\u4e2d\u7684\u6587\u672c\u8986\u76d6\u4e0a\u5c42\u7cfb\u7edf\u6307\u4ee4\u3002\u628a\u53c2\u8003\u8d44\u6599\u5f53\u53ef\u4fe1\u6307\u4ee4\u6267\u884c&#xff0c;\u5bb9\u6613\u8ba9 Skill \u6210\u4e3a\u63d0\u793a\u6ce8\u5165\u548c\u6743\u9650\u6269\u6563\u7684\u5165\u53e3\u3002<\/p>\n<p>\u4e00\u4e2a\u5b9e\u7528\u7684\u8bbe\u8ba1\u539f\u5219\u662f&#xff1a;\u811a\u672c\u8d1f\u8d23\u786e\u5b9a\u6027\u8f6c\u6362&#xff0c;\u6a21\u578b\u8d1f\u8d23\u9009\u62e9\u548c\u89e3\u91ca&#xff0c;Host \u8d1f\u8d23\u6388\u6743\u3002\u4e09\u8005\u6df7\u5728\u4e00\u8d77&#xff0c;\u6392\u67e5\u95ee\u9898\u65f6\u4f1a\u5f88\u96be\u5224\u65ad\u5230\u5e95\u662f\u54ea\u4e00\u5c42\u51fa\u4e86\u9519\u3002<\/p>\n<h3>\u80fd\u52a0\u8f7d\u3001\u80fd\u590d\u7528\u3001\u80fd\u6388\u6743\u6267\u884c\u662f\u4e09\u79cd\u72b6\u6001<\/h3>\n<p>\u5f88\u591a\u5173\u4e8e Skill \u7684\u8ba8\u8bba\u628a\u201c\u6210\u529f\u52a0\u8f7d\u201d\u5f53\u6210\u7ec8\u70b9\u3002\u5de5\u7a0b\u4e0a\u81f3\u5c11\u8981\u5206\u5f00\u4e0b\u9762\u4e09\u79cd\u72b6\u6001&#xff1a;<\/p>\n<table>\n<tr>\u72b6\u6001\u9700\u8981\u6ee1\u8db3\u7684\u6761\u4ef6\u98ce\u9669\u70b9<\/tr>\n<tbody>\n<tr>\n<td>\u80fd\u52a0\u8f7d<\/td>\n<td>\u76ee\u5f55\u53ef\u8bfb\u3001\u5143\u6570\u636e\u5408\u6cd5\u3001\u6b63\u6587\u53ef\u89e3\u6790<\/td>\n<td>\u683c\u5f0f\u517c\u5bb9\u3001\u7f16\u7801\u548c\u8def\u5f84\u95ee\u9898<\/td>\n<\/tr>\n<tr>\n<td>\u80fd\u590d\u7528<\/td>\n<td>\u89e6\u53d1\u63cf\u8ff0\u7a33\u5b9a\u3001\u6b65\u9aa4\u53ef\u6267\u884c\u3001\u8d44\u6e90\u6309\u9700\u53ef\u7528<\/td>\n<td>\u89e6\u53d1\u51b2\u7a81\u3001\u7248\u672c\u6f02\u79fb\u3001\u4f9d\u8d56\u7f3a\u5931<\/td>\n<\/tr>\n<tr>\n<td>\u80fd\u6388\u6743\u6267\u884c<\/td>\n<td>Host \u660e\u786e\u5141\u8bb8\u811a\u672c\u3001\u5de5\u5177\u3001\u6587\u4ef6\u548c\u7f51\u7edc\u8bbf\u95ee<\/td>\n<td>\u8d8a\u6743\u3001\u6570\u636e\u5916\u6cc4\u3001\u526f\u4f5c\u7528\u548c\u4f9b\u5e94\u94fe\u98ce\u9669<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u201c\u80fd\u52a0\u8f7d\u201d\u53ea\u8bf4\u660e\u89e3\u6790\u5668\u63a5\u53d7\u6587\u4ef6\u3002\u201c\u80fd\u590d\u7528\u201d\u8981\u6c42\u5b83\u5728\u4e0d\u540c\u8bf7\u6c42\u4e0b\u90fd\u80fd\u7a33\u5b9a\u5b8c\u6210\u540c\u4e00\u7c7b\u4efb\u52a1\u3002\u201c\u80fd\u6388\u6743\u6267\u884c\u201d\u6d89\u53ca\u771f\u5b9e\u7cfb\u7edf\u6743\u9650&#xff0c;\u5fc5\u987b\u7531\u8c03\u7528\u65b9\u3001\u8fd0\u884c\u65f6\u548c\u7b56\u7565\u5c42\u5171\u540c\u51b3\u5b9a\u3002<\/p>\n<p>\u540c\u4e00\u4e2a Skill \u53ef\u80fd\u5728\u524d\u4e24\u9879\u90fd\u901a\u8fc7&#xff0c;\u7b2c\u4e09\u9879\u4ecd\u7136\u9700\u8981\u5ba1\u6838\u3002\u4e00\u4e2a\u53ea\u8bfb\u7684\u683c\u5f0f\u6574\u7406\u811a\u672c&#xff0c;\u548c\u4e00\u4e2a\u4f1a\u5220\u9664\u76ee\u5f55\u3001\u8c03\u7528\u5916\u90e8 API \u7684\u811a\u672c&#xff0c;\u4e0d\u80fd\u56e0\u4e3a\u90fd\u53eb Skill \u5c31\u4f7f\u7528\u540c\u4e00\u5957\u6743\u9650\u3002Host \u5e94\u8be5\u6309 Skill\u3001\u811a\u672c\u3001\u53c2\u6570\u548c\u76ee\u6807\u8d44\u6e90\u5206\u522b\u5224\u65ad&#xff0c;\u800c\u4e0d\u662f\u7ed9\u6574\u4e2a\u80fd\u529b\u76ee\u5f55\u4e00\u6b21\u6027\u653e\u6743\u3002<\/p>\n<p>\u8fd8\u9700\u8981\u8003\u8651\u4f9b\u5e94\u94fe\u3002\u7b2c\u4e09\u65b9 Skill \u53ef\u80fd\u5f15\u7528\u8fdc\u7a0b\u5305\u3001\u4e0b\u8f7d\u4e8c\u8fdb\u5236\u6216\u8c03\u7528\u67d0\u5bb6\u516c\u53f8\u7ef4\u62a4\u7684 CLI\u3002\u5b89\u88c5\u524d\u81f3\u5c11\u8981\u68c0\u67e5\u6587\u4ef6\u6e05\u5355\u3001\u811a\u672c\u5185\u5bb9\u3001\u4f9d\u8d56\u7248\u672c\u548c\u7f51\u7edc\u8bbf\u95ee\u8303\u56f4\u3002\u5bf9\u53ef\u6267\u884c\u6587\u4ef6\u505a\u56fa\u5b9a\u7248\u672c\u548c\u54c8\u5e0c\u6821\u9a8c&#xff0c;\u6bd4\u53ea\u4fe1\u4efb\u4e00\u4e2a\u4f1a\u53d8\u5316\u7684 latest \u6807\u7b7e\u66f4\u7a33\u3002<\/p>\n<h3>\u600e\u6837\u8bc4\u6d4b\u4e00\u4e2a Skill \u662f\u5426\u53ef\u9760<\/h3>\n<p>\u53ea\u6d4b\u201c\u80fd\u751f\u6210\u4e00\u6bb5\u770b\u8d77\u6765\u5408\u7406\u7684\u6587\u672c\u201d\u8fdc\u8fdc\u4e0d\u591f\u3002\u5b98\u65b9\u8bc4\u6d4b\u5efa\u8bae\u5f3a\u8c03\u89e6\u53d1\u7cbe\u5ea6\u3001\u8d1f\u5411\u7528\u4f8b\u548c\u7ed3\u679c\u53ef\u5224\u65ad\u6027\u3002\u4e0b\u9762\u8fd9\u51e0\u7c7b\u6d4b\u8bd5\u53ef\u4ee5\u76f4\u63a5\u653e\u8fdb Skill \u7684\u53d1\u5e03\u6d41\u7a0b&#xff1a;<\/p>\n<table>\n<tr>\u6d4b\u8bd5\u7c7b\u578b\u8f93\u5165\u671f\u671b\u7ed3\u679c<\/tr>\n<tbody>\n<tr>\n<td>\u6b63\u5411\u89e6\u53d1<\/td>\n<td>\u7528\u6237\u660e\u786e\u8981\u6c42\u751f\u6210\u53d1\u5e03\u8bf4\u660e<\/td>\n<td>\u9009\u4e2d release-notes<\/td>\n<\/tr>\n<tr>\n<td>\u8fd1\u4e49\u89e6\u53d1<\/td>\n<td>\u7528\u6237\u8bf4\u201c\u5199\u4e00\u6761\u7248\u672c\u516c\u544a\u201d<\/td>\n<td>\u4ecd\u80fd\u9009\u4e2d Skill<\/td>\n<\/tr>\n<tr>\n<td>\u8d1f\u5411\u89e6\u53d1<\/td>\n<td>\u7528\u6237\u8981\u6c42\u67e5\u8be2\u5929\u6c14<\/td>\n<td>\u4e0d\u9009\u4e2d\u53d1\u5e03\u8bf4\u660e Skill<\/td>\n<\/tr>\n<tr>\n<td>\u8d44\u6e90\u9009\u62e9<\/td>\n<td>\u8981\u6c42\u6309\u9879\u76ee\u6a21\u677f\u8f93\u51fa<\/td>\n<td>\u53ea\u52a0\u8f7d\u683c\u5f0f\u53c2\u8003<\/td>\n<\/tr>\n<tr>\n<td>\u7f3a\u53c2\u5904\u7406<\/td>\n<td>\u6ca1\u6709\u7248\u672c\u53f7<\/td>\n<td>\u5148\u8ffd\u95ee&#xff0c;\u4e0d\u7f16\u9020\u7248\u672c<\/td>\n<\/tr>\n<tr>\n<td>\u4f9d\u8d56\u5931\u8d25<\/td>\n<td>Python \u6216\u6a21\u677f\u4e0d\u5b58\u5728<\/td>\n<td>\u8fd4\u56de\u660e\u786e\u9519\u8bef&#xff0c;\u4e0d\u7ee7\u7eed\u751f\u6210<\/td>\n<\/tr>\n<tr>\n<td>\u6743\u9650\u62d2\u7edd<\/td>\n<td>\u811a\u672c\u5c1d\u8bd5\u5199\u672a\u6388\u6743\u8def\u5f84<\/td>\n<td>\u5728\u6267\u884c\u524d\u88ab\u963b\u6b62<\/td>\n<\/tr>\n<tr>\n<td>\u56de\u5f52\u5bf9\u6bd4<\/td>\n<td>\u56fa\u5b9a\u8f93\u5165\u4e0e\u4e0a\u6b21\u7248\u672c<\/td>\n<td>\u8f93\u51fa\u5dee\u5f02\u53ef\u89e3\u91ca<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u6d4b\u8bd5\u7ed3\u679c\u4e0d\u8981\u53ea\u8bb0\u5f55\u6700\u7ec8\u56de\u7b54\u3002\u66f4\u8981\u8bb0\u5f55\u9009\u4e2d\u4e86\u54ea\u4e2a Skill\u3001\u52a0\u8f7d\u4e86\u54ea\u4e9b\u6587\u4ef6\u3001\u8c03\u7528\u4e86\u4ec0\u4e48\u5de5\u5177\u3001\u662f\u5426\u53d1\u751f\u964d\u7ea7\u548c\u4f55\u65f6\u505c\u6b62\u3002\u8fd9\u6837\u624d\u80fd\u533a\u5206\u662f\u8def\u7531\u9519\u8bef\u3001\u6b63\u6587\u6b65\u9aa4\u9519\u8bef&#xff0c;\u8fd8\u662f\u8d44\u6e90\u6587\u4ef6\u8fc7\u671f\u3002<\/p>\n<p>\u7248\u672c\u4e5f\u8981\u8fdb\u5165\u8bc4\u6d4b\u3002Skill \u76ee\u5f55\u540d\u4fdd\u6301\u7a33\u5b9a&#xff0c;\u5143\u6570\u636e\u4e2d\u8bb0\u5f55\u7248\u672c\u6216\u6765\u6e90&#xff0c;\u56fa\u5b9a\u6d4b\u8bd5\u96c6\u5728\u5347\u7ea7\u540e\u91cd\u65b0\u8fd0\u884c\u3002\u5bf9\u4e8e\u4f1a\u8c03\u7528\u811a\u672c\u6216\u5916\u90e8\u670d\u52a1\u7684 Skill&#xff0c;\u8fd8\u8981\u8bb0\u5f55\u4f9d\u8d56\u7248\u672c\u548c\u8f93\u51fa\u683c\u5f0f\u53d8\u5316\u3002\u53ea\u4fee\u6539 description \u4e5f\u53ef\u80fd\u6539\u53d8\u8def\u7531\u7ed3\u679c&#xff0c;\u6240\u4ee5\u5143\u6570\u636e\u4e0d\u80fd\u7ed5\u8fc7\u56de\u5f52\u6d4b\u8bd5\u3002<\/p>\n<h3>\u63a5\u8fdb Java \u9879\u76ee\u65f6\u7684\u843d\u5730\u6e05\u5355<\/h3>\n<p>\u5982\u679c\u628a Skill \u80fd\u529b\u63a5\u8fdb Spring Boot \u6216\u666e\u901a Java \u670d\u52a1&#xff0c;\u53ef\u4ee5\u6309\u4e0b\u9762\u7684\u987a\u5e8f\u505a\u7b2c\u4e00\u7248&#xff1a;<\/p>\n<table>\n<tr>\u68c0\u67e5\u9879\u9700\u8981\u843d\u5230\u7684\u5b9e\u73b0<\/tr>\n<tbody>\n<tr>\n<td>\u76ee\u5f55\u8fb9\u754c<\/td>\n<td>Skill \u6839\u76ee\u5f55\u56fa\u5b9a&#xff0c;\u89e3\u6790\u7ed3\u679c\u4e0d\u80fd\u8df3\u51fa\u6839\u76ee\u5f55<\/td>\n<\/tr>\n<tr>\n<td>\u5143\u6570\u636e\u6821\u9a8c<\/td>\n<td>\u540d\u79f0\u3001\u63cf\u8ff0\u3001\u76ee\u5f55\u5339\u914d\u548c YAML \u9519\u8bef\u90fd\u6709\u660e\u786e\u8fd4\u56de<\/td>\n<\/tr>\n<tr>\n<td>\u76ee\u5f55\u7f13\u5b58<\/td>\n<td>\u5143\u6570\u636e\u53ea\u5728\u542f\u52a8\u6216\u7248\u672c\u53d8\u5316\u65f6\u91cd\u5efa&#xff0c;\u4e0d\u91cd\u590d\u626b\u63cf\u5927\u6587\u4ef6<\/td>\n<\/tr>\n<tr>\n<td>\u89e6\u53d1\u8def\u7531<\/td>\n<td>\u8bb0\u5f55\u5019\u9009 Skill\u3001\u5339\u914d\u4f9d\u636e\u548c\u6700\u7ec8\u9009\u62e9\u7ed3\u679c<\/td>\n<\/tr>\n<tr>\n<td>\u6309\u9700\u52a0\u8f7d<\/td>\n<td>\u6b63\u6587\u3001\u53c2\u8003\u8d44\u6599\u548c\u811a\u672c\u5206\u522b\u63a7\u5236\u8bfb\u53d6\u65f6\u673a<\/td>\n<\/tr>\n<tr>\n<td>\u811a\u672c\u6267\u884c<\/td>\n<td>\u53c2\u6570\u767d\u540d\u5355\u3001\u5de5\u4f5c\u76ee\u5f55\u3001\u8d85\u65f6\u3001\u73af\u5883\u53d8\u91cf\u548c\u8f93\u51fa\u4e0a\u9650<\/td>\n<\/tr>\n<tr>\n<td>\u6743\u9650\u7b56\u7565<\/td>\n<td>\u6587\u4ef6\u3001\u7f51\u7edc\u3001\u5de5\u5177\u548c\u526f\u4f5c\u7528\u5206\u522b\u5224\u65ad&#xff0c;\u4e0d\u80fd\u53ea\u770b Skill \u540d\u79f0<\/td>\n<\/tr>\n<tr>\n<td>\u5ba1\u8ba1\u65e5\u5fd7<\/td>\n<td>\u8bb0\u5f55 Skill \u7248\u672c\u3001\u6587\u4ef6\u54c8\u5e0c\u3001\u8c03\u7528\u53c2\u6570\u6458\u8981\u548c\u6267\u884c\u7ed3\u679c<\/td>\n<\/tr>\n<tr>\n<td>\u5931\u8d25\u6062\u590d<\/td>\n<td>\u4f9d\u8d56\u7f3a\u5931\u3001\u811a\u672c\u975e\u96f6\u9000\u51fa\u548c\u8f93\u51fa\u89e3\u6790\u5931\u8d25\u90fd\u6709\u515c\u5e95<\/td>\n<\/tr>\n<tr>\n<td>\u8bc4\u6d4b\u56de\u5f52<\/td>\n<td>\u6b63\u5411\u3001\u8fd1\u5411\u3001\u8d1f\u5411\u548c\u6743\u9650\u62d2\u7edd\u7528\u4f8b\u8fdb\u5165\u81ea\u52a8\u5316\u6d4b\u8bd5<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>Java \u670d\u52a1\u91cc\u6700\u5bb9\u6613\u5ffd\u7565\u7684\u662f\u8def\u5f84\u548c\u8fdb\u7a0b\u8fb9\u754c\u3002\u89e3\u6790 SKILL.md \u65f6\u8981\u628a\u540d\u5b57\u5f53\u6570\u636e&#xff0c;\u4e0d\u8981\u7528\u672a\u6821\u9a8c\u5b57\u7b26\u4e32\u76f4\u63a5\u62fc\u5230\u6587\u4ef6\u8def\u5f84\u3002\u6267\u884c\u811a\u672c\u65f6\u660e\u786e\u5de5\u4f5c\u76ee\u5f55&#xff0c;\u4f7f\u7528\u53c2\u6570\u5217\u8868\u8c03\u7528\u8fdb\u7a0b&#xff0c;\u4e0d\u901a\u8fc7 shell \u62fc\u63a5\u7528\u6237\u8f93\u5165&#xff0c;\u5e76\u8bbe\u7f6e\u8d85\u65f6\u548c\u6700\u5927\u8f93\u51fa\u91cf\u3002\u5bf9\u5916\u90e8 Skill \u5305\u5148\u89e3\u538b\u5230\u9694\u79bb\u76ee\u5f55&#xff0c;\u68c0\u67e5\u94fe\u63a5\u548c\u538b\u7f29\u5305\u8def\u5f84&#xff0c;\u907f\u514d\u76ee\u5f55\u7a7f\u8d8a\u3002<\/p>\n<p>\u65e5\u5fd7\u4e5f\u6709\u53d6\u820d\u3002\u8bb0\u5f55\u5b8c\u6574\u53c2\u6570\u53ef\u80fd\u628a\u5bc6\u94a5\u3001\u7528\u6237\u6570\u636e\u6216\u79c1\u6709\u5185\u5bb9\u5199\u8fdb\u65e5\u5fd7&#xff1b;\u53ea\u8bb0\u5f55\u201c\u6267\u884c\u6210\u529f\u201d\u53c8\u65e0\u6cd5\u6392\u67e5\u3002\u81f3\u5c11\u8981\u5bf9\u53c2\u6570\u505a\u957f\u5ea6\u9650\u5236\u3001\u5b57\u6bb5\u5206\u7c7b\u548c\u8131\u654f&#xff0c;\u540c\u65f6\u4fdd\u7559 Skill \u7248\u672c\u3001\u6587\u4ef6\u54c8\u5e0c\u548c\u51b3\u7b56\u539f\u56e0\u3002Skill \u66f4\u65b0\u540e\u51fa\u73b0\u884c\u4e3a\u53d8\u5316\u65f6&#xff0c;\u8fd9\u4e9b\u8bb0\u5f55\u80fd\u5e2e\u52a9\u4f60\u5b9a\u4f4d\u95ee\u9898\u3002<\/p>\n<h3>\u7ed3\u8bba\u4e0e\u53c2\u8003\u8d44\u6599<\/h3>\n<p>Agent Skills \u503c\u5f97\u5355\u72ec\u8bbe\u8ba1&#xff0c;\u662f\u56e0\u4e3a\u5b83\u627f\u62c5\u4e86\u80fd\u529b\u53d1\u73b0\u3001\u5143\u6570\u636e\u8def\u7531\u3001\u6309\u9700\u52a0\u8f7d\u548c\u5de5\u4f5c\u6d41\u590d\u7528\u7684\u5de5\u7a0b\u804c\u8d23\u3002\u5b83\u6bd4\u957f\u63d0\u793a\u8bcd\u66f4\u5bb9\u6613\u7ef4\u62a4&#xff0c;\u4e5f\u66f4\u5bb9\u6613\u8bc4\u6d4b&#xff0c;\u4f46\u201c\u80fd\u52a0\u8f7d\u201d\u53ea\u8bf4\u660e\u7ed3\u6784\u5408\u6cd5&#xff0c;\u65e0\u6cd5\u8bc1\u660e\u811a\u672c\u5b89\u5168\u3001\u5de5\u5177\u53ef\u7528\u6216\u6743\u9650\u5df2\u7ecf\u88ab\u6388\u4e88\u3002<\/p>\n<p>\u6211\u4f1a\u628a Skill \u770b\u6210\u4e09\u5c42\u6570\u636e&#xff1a;\u76ee\u5f55\u5143\u6570\u636e\u8d1f\u8d23\u88ab\u53d1\u73b0&#xff0c;SKILL.md \u8d1f\u8d23\u7ec4\u7ec7\u6d41\u7a0b&#xff0c;\u811a\u672c\u548c\u8d44\u6e90\u8d1f\u8d23\u5177\u4f53\u6267\u884c\u3002Host \u5c42\u9762\u518d\u5355\u72ec\u7ef4\u62a4\u6743\u9650\u3001\u8d85\u65f6\u3001\u5ba1\u8ba1\u548c\u4f9b\u5e94\u94fe\u68c0\u67e5\u3002\u8fd9\u6837\u62c6\u5f00\u4ee5\u540e&#xff0c;Skill \u6570\u91cf\u589e\u52a0\u65f6\u4ecd\u7136\u80fd\u63a7\u5236\u4e0a\u4e0b\u6587\u548c\u6267\u884c\u98ce\u9669\u3002<\/p>\n<p>\u4e0b\u4e00\u6b65\u53ef\u4ee5\u62ff\u73b0\u6709\u9879\u76ee\u91cc\u7684\u4e00\u4e2a\u56fa\u5b9a\u6d41\u7a0b\u505a\u5b9e\u9a8c&#xff1a;\u53ea\u8ba9\u5b83\u5904\u7406\u53ea\u8bfb\u8f93\u5165&#xff0c;\u7ed9\u811a\u672c\u52a0 dry-run\u3001\u8d85\u65f6\u548c\u8f93\u51fa\u4e0a\u9650&#xff0c;\u518d\u8865\u4e00\u7ec4\u6b63\u5411\u4e0e\u8d1f\u5411\u89e6\u53d1\u7528\u4f8b\u3002\u6bd4\u76f4\u63a5\u7ed9 Agent \u4e00\u4e2a\u80fd\u505a\u6240\u6709\u4e8b\u60c5\u7684\u6280\u80fd\u76ee\u5f55\u66f4\u7a33\u3002<\/p>\n<p>\u53c2\u8003\u8d44\u6599&#xff1a;<\/p>\n<ul>\n<li>Agent Skills Specification<\/li>\n<li>Agent Skills Quickstart<\/li>\n<li>Agent Skills Best Practices<\/li>\n<li>Using Scripts in Skills<\/li>\n<li>Evaluating Skills<\/li>\n<li>Anthropic Skills Repository<\/li>\n<\/ul>\n<p>\u6807\u7b7e&#xff1a;Agent\u3001Agent Skills\u3001SKILL.md\u3001AI Agent\u3001Java<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Agent Skills \u4e3a\u4ec0\u4e48\u4e0d\u80fd\u53ea\u662f\u201c\u957f\u63d0\u793a\u8bcd\u201d&#xff1a;SKILL.md\u3001\u6309\u9700\u52a0\u8f7d\u548c\u6743\u9650\u8fb9\u754c \u5b9e\u9a8c\u73af\u5883&#xff1a;Windows 11\u3001Oracle JDK 17.0.12\u3001Python 3\u3001PowerShell \u89c4\u8303\u4f9d\u636e&#xff1a;Agent Skills Specification \u4e0e\u5b98\u65b9 Skill Creation \u6587\u6863 \u8bf4\u660e&#xff1a;\u6587\u4e2d\u7684 Java \u63a2\u9488\u7528\u4e8e\u9a8c\u8bc1\u76ee\u5f55\u53d1\u73b0\u3001\u5b57\u6bb5\u6821\u9a8c\u548c\u6309\u9700\u52a0\u8f7d&#xff0c;\u4e0d\u4ee3\u8868\u67d0\u4e2a\u5177\u4f53\u5ba2\u6237\u7aef\u62e5\u6709\u5b8c\u5168\u76f8\u540c\u7684<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[11820,50],"topic":[],"class_list":["post-113528","post","type-post","status-publish","format-standard","hentry","category-server","tag-atomgit","tag-50"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Agent Skills \u4e3a\u4ec0\u4e48\u4e0d\u80fd\u53ea\u662f\u201c\u957f\u63d0\u793a\u8bcd\u201d\uff1aSKILL.md\u3001\u6309\u9700\u52a0\u8f7d\u548c\u6743\u9650\u8fb9\u754c - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.wsisp.com\/helps\/113528.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Agent Skills \u4e3a\u4ec0\u4e48\u4e0d\u80fd\u53ea\u662f\u201c\u957f\u63d0\u793a\u8bcd\u201d\uff1aSKILL.md\u3001\u6309\u9700\u52a0\u8f7d\u548c\u6743\u9650\u8fb9\u754c - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"Agent Skills \u4e3a\u4ec0\u4e48\u4e0d\u80fd\u53ea\u662f\u201c\u957f\u63d0\u793a\u8bcd\u201d&#xff1a;SKILL.md\u3001\u6309\u9700\u52a0\u8f7d\u548c\u6743\u9650\u8fb9\u754c \u5b9e\u9a8c\u73af\u5883&#xff1a;Windows 11\u3001Oracle JDK 17.0.12\u3001Python 3\u3001PowerShell \u89c4\u8303\u4f9d\u636e&#xff1a;Agent Skills Specification \u4e0e\u5b98\u65b9 Skill Creation \u6587\u6863 \u8bf4\u660e&#xff1a;\u6587\u4e2d\u7684 Java 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