{"id":29545,"date":"2026-06-17T07:08:49","date_gmt":"2026-06-16T23:08:49","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=29545"},"modified":"2026-06-17T07:08:49","modified_gmt":"2026-06-16T23:08:49","slug":"ai-agent-skill-%e5%b7%a5%e7%a8%8b%e5%8c%96%ef%bc%88%e5%ae%9e%e6%88%98%ef%bc%89%ef%bc%9a%e6%88%91%e5%a6%82%e4%bd%95%e6%8a%8a%e4%b8%80%e5%b9%b4-ai-%e7%bc%96%e7%a8%8b%e7%bb%8f%e9%aa%8c%e6%95%b0","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2026\/06\/17\/29545\/","title":{"rendered":"AI Agent Skill \u5de5\u7a0b\u5316\uff08\u5b9e\u6218\uff09\uff1a\u6211\u5982\u4f55\u628a\u4e00\u5e74 AI \u7f16\u7a0b\u7ecf\u9a8c&#8221;\u6570\u5b57\u5316&#8221;"},"content":{"rendered":"<div class=\"article-desc\">\u8fd9\u7bc7\u6587\u7ae0\u4ee5 \u200b\u200bfrontend-dev-prompt-craft\u200b\u200b Skill \u4e3a\u5b8c\u6574\u6848\u4f8b\uff0c\u5e26\u4f60\u8d70\u4e00\u904d\u4ece\u9700\u6c42\u5206\u6790\u5230 Eval \u9a8c\u8bc1\u7684 Skill \u521b\u5efa\u5168\u6d41\u7a0b\u3002<\/div>\n<div id=\"postspictures\" class=\"article-content\">\n<div id=\"container\" class=\"container am-engine\" data-v-01a18e2f=\"\" data-element=\"root\">\n<p><img data-dominant-color=\"9193aa\" data-has-transparency=\"false\" style=\"--dominant-color: #9193aa;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-29546\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/d46c6ed76ead775756d3392b57a93b5b3ca3e7.png\" width=\"1248\" height=\"696\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/d46c6ed76ead775756d3392b57a93b5b3ca3e7.png 1248w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/d46c6ed76ead775756d3392b57a93b5b3ca3e7-300x167.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/d46c6ed76ead775756d3392b57a93b5b3ca3e7-1024x571.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/d46c6ed76ead775756d3392b57a93b5b3ca3e7-150x84.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/d46c6ed76ead775756d3392b57a93b5b3ca3e7-768x428.png 768w\" sizes=\"auto, (max-width: 1248px) 100vw, 1248px\" \/><\/p>\n<h2>\u524d\u8a00<\/h2>\n<blockquote><p><strong>\u5bfc\u8bfb<\/strong>: \u6211\u4e4b\u524d\u5bf9\u4e8e\u8bbe\u8ba1 Skill \u503e\u5411\u4e8e\u5c31\u662f\u4f9d\u636e\u6570\u636e\u6765\u652f\u6491\uff0c\u73b0\u5728\u7406\u8bba\u8bb2\u5b8c\u4e86\uff0c\u90a3\u4e48\u5c31\u6765\u770b\u771f\u5b9e\u6848\u4f8b\u3002<\/p>\n<p>\u8fd9\u7bc7\u6587\u7ae0\u4ee5\u00a0<code>frontend-dev-prompt-craft<\/code>\u00a0Skill \u4e3a\u5b8c\u6574\u6848\u4f8b\uff0c\u5e26\u4f60\u8d70\u4e00\u904d\u4ece\u9700\u6c42\u5206\u6790\u5230 Eval \u9a8c\u8bc1\u7684 Skill \u521b\u5efa\u5168\u6d41\u7a0b\u3002<\/p>\n<p>\ud83d\udcd6 \u672c\u6587\u5c5e\u4e8e\u300aAI Agent Skill \u5de5\u7a0b\u5316\u300b\u7cfb\u5217\u5b9e\u6218\u7bc7<\/p>\n<p>\u6848\u4f8b\u4ed3\u5e93\uff1a<\/p>\n<p>https:\/\/github.com\/yangmeishux\/frontend-team-marketplace\/tree\/main\/plugins\/frontend-team-toolkit\/skills\/frontend-dev-prompt-craft<\/p><\/blockquote>\n<p>\u8fd9\u4e2a\u6280\u80fd\u662f\u57fa\u4e8e\u6211\u7684\u771f\u5b9e\u9879\u76ee\u4e1a\u52a1\u5b58\u5728\u7684\uff0c\u6240\u6709\u7684\u6570\u636e\u4e0e\u4fe1\u606f\uff0c\u90fd\u662f\u57fa\u4e8e\u4e4b\u524d\u6211\u505a\u8fc7\u7684\u6240\u6709\u4e1a\u52a1\u7684\u57fa\u7840\u4e0a\u505a\u7684\u3002<\/p>\n<p>\u53ef\u4ee5\u8bf4\u8fd9\u4e2a\u6280\u80fd\u4ece\u67d0\u79cd\u5c42\u9762\u4e0a\uff0c\u5c31\u662f\u590d\u5236\u4e86\u6211\u4e2a\u4eba\u7684\u5f00\u53d1\u7ecf\u9a8c\u4e0e\u4e2a\u4eba\u5f00\u53d1\u7ecf\u9a8c\u3002<\/p>\n<p>\u6570\u636e\u4e0e\u4fe1\u606f\u7684\u6765\u6e90\uff0c\u5927\u6982\u4ece\u4e00\u5e74\u524d\uff0c\u6211\u4f7fCursor\u5f00\u59cb\uff0c\u5230\u73b0\u5728\u6211\u57fa\u672c\u4e0a\u662fCursor\u4e3a\u4e3b\u8981\uff0cClaude Code + \u963f\u91cc\u767e\u70bc \u548c\u00a0Qoder\u00a0\u4e3a\u6b21\u8981\u3002<\/p>\n<p>\u6211\u4ece\u4f7f\u7528AI\u5de5\u5177\u8fdb\u884c\u7f16\u7a0b\u7684\u65f6\u5019\uff0c\u5c31\u4f7f\u7528 markdown \u8bb0\u5f55\u4e0b\u4e86\u6211\u5927\u90e8\u5206\u9700\u6c42\u5f00\u53d1\u7684\u65f6\u5019\uff0c\u4e0eAI \u8fdb\u884c\u5bf9\u8bdd Chat \u7684\u65f6\u5019\uff0c\u6211\u8bb0\u5f55\u4e0b\u4e86\u4e00\u7cfb\u5217\u7684\u76f8\u5173\u63d0\u793a\u8bcd\u3002<\/p>\n<p>\u6211\u67d0\u4e00\u5929\u7a81\u7136\u53d1\u73b0\u8fd9\u4e9b\u6570\u636e\u4fe1\u606f\uff0c\u8fd8\u662f\u53ef\u4ee5\u8ba9AI \u5e2e\u6211\u8fdb\u884c\u5206\u6790\u603b\u7ed3\u5f52\u7c7b\u7684\u3002<\/p>\n<p>\u8fd9\u4e2a\u5176\u5b9e\u5c31\u662f\u6211\u81ea\u5df1\u7684\u7ecf\u9a8c\u4e0e\u5f00\u53d1\u98ce\u683c\u5177\u4f53\u5316\u7684\u5448\u73b0\u3002<\/p>\n<h2>\u63d0\u793a\u8bcd\u65e2\u662f\u9700\u6c42\u5f00\u53d1\u6587\u6863<\/h2>\n<p>\u9700\u6c42\u5f00\u53d1\u7684\u65f6\u5019\uff0c\u6211\u4eec\u6ca1\u6709\u529e\u6cd5\u76f4\u63a5\u5bf9\u7ed9AI\u4e00\u4efd\u6587\u6863\u5c31\u53ef\u4ee5\u641e\u5b9a\u6240\u6709\uff0c\u6211\u4eec\u6bcf\u4e2a\u4eba\u4e0d\u4e00\u6837\uff0c\u5199\u7684\u63d0\u793a\u8bcd\u4e5f\u662f\u4e0d\u4e00\u6837\u7684\uff0c\u6211\u4eec\u53d1\u73b0\u4e00\u4e2a\u95ee\u9898\uff1a<\/p>\n<blockquote><p>\u6bcf\u6b21\u7ed9 AI \u7f16\u7801\u5de5\u5177\u5199\u63d0\u793a\u8bcd\uff0c\u683c\u5f0f\u4e94\u82b1\u516b\u95e8\u3002<\/p>\n<p>\u6709\u4eba\u5199\u4e00\u6bb5\u8bdd\uff0c\u6709\u4eba\u5199\u5217\u8868\uff0c\u6709\u4eba\u5199\u9700\u6c42\u6587\u6863\u622a\u56fe\u3002<\/p>\n<p>\u7ed3\u679c\u5462\uff1fAI \u7406\u89e3\u4e0d\u4e00\u81f4\uff0c\u6548\u7387\u5ffd\u9ad8\u5ffd\u4f4e\u3002<\/p><\/blockquote>\n<p>\u4e3a\u6b64\u6211\u89c9\u5f97\uff0c\u6211\u53ef\u4ee5\u5c06\u6211\u4e4b\u524d\u8bb0\u5f55\u7684\u6570\u636e\u8fdb\u884c\u8f6c\u6362\uff0c \u6211\u4eec\u56e2\u961f\u9700\u8981\uff1a<strong><br \/>\n<\/strong><\/p>\n<p><strong>\u9700\u8981\u4e00\u4e2a Skill \u6765\u7edf\u4e00\u8f6c\u5316\u6a21\u7cca\u9700\u6c42 \u2192\u7ed3\u6784\u5316\u63d0\u793a\u8bcd\u3002<\/strong><\/p>\n<p>\u8fd9\u5c31\u662f\u00a0<code>frontend-dev-prompt-craft<\/code>\u00a0Skill \u7684\u8bde\u751f\u80cc\u666f\u3002<\/p>\n<p>\u800c\u4e14\u8fd9\u4e2a\u6280\u80fd\u8fd8\u53ef\u4ee5\u4e0d\u65ad\u8fed\u4ee3\uff0c\u96c6\u5927\u5bb6\u7684\u6240\u6709\u63d0\u793a\u8bcd\uff0c\u4ece\u800c\u6253\u9020\u6210\u56e2\u961f\u7684\u4e00\u4e2a\u91cd\u8981\u7684\u5de5\u5177\u3002<\/p>\n<p>\u4e00\u5957\u96c6\u5408\u4e86\u5168\u90e8\u56e2\u961f\u5f00\u53d1\u4eba\u5458\u7684\u63d0\u793a\u8bcd Skill \uff0c\u5b83\u4f9d\u636e\u771f\u5b9e\u7684\u9879\u76ee\u573a\u666f\u800c\u8bde\u751f\uff0c\u610f\u5473\u4e86\u5b83\u96c6\u5408\u4e86\u6211\u4eec\u5148\u7528\u7684\u6240\u6709\u7684\u9879\u76ee\u57fa\u7840\u77e5\u8bc6\uff0c\u90a3\u4e48\u5b83\u5c31\u53ef\u4ee5\u5bf9\u6211\u4eec\u6bcf\u4e2a\u9879\u76ee\u5f88\u719f\u6089\uff0c\u90a3\u4e48\u63d0\u793a\u8bcd\u5c31\u597d\u6839\u636e\u9879\u76ee\u975e\u5e38\u7684\u7cbe\u51c6\u3002<\/p>\n<p><strong>\u5b8c\u6574\u7684\u63d0\u793a\u8bcd\u5c31\u662f\u9700\u6c42\u63cf\u8ff0<\/strong>\u00a0\u4e5f\u662f\u9700\u6c42\u5f00\u53d1\u6587\u6863\u3002<\/p>\n<h2>\u4e00\u3001\u9700\u6c42\u5206\u6790\uff1a\u8bc6\u522b\u4efb\u52a1\u7c7b\u578b<\/h2>\n<h3>\u7b2c\u4e00\u6b65\uff1a\u56de\u987e\u5386\u53f2\u8bf7\u6c42<\/h3>\n<p>\u56e2\u961f\u56de\u987e\u8fc7\u53bb 100+ \u6b21 AI \u7f16\u7801\u8bf7\u6c42\uff0c\u5206\u7c7b\u5f52\u7eb3\u3002<\/p>\n<h3>\u7ed3\u679c\uff1a8 \u79cd\u524d\u7aef\u5f00\u53d1\u4efb\u52a1<\/h3>\n<table class=\"data-table\" data-transient-attributes=\"class\" data-width=\"677px\">\n<colgroup data-id=\"c7104f7d-8CIcTYWp\">\n<col span=\"1\" width=\"169.25\" data-id=\"cd89ecb0-CcZN7whS\" \/>\n<col span=\"1\" width=\"169.25\" data-id=\"cd89ecb0-XsGZaSBd\" \/>\n<col span=\"1\" width=\"169.25\" data-id=\"cd89ecb0-vKQSlYBr\" \/>\n<col span=\"1\" width=\"169.25\" data-id=\"cd89ecb0-ibK4GPWX\" \/><\/colgroup>\n<tbody data-id=\"t6d5e859-125ja1gG\">\n<tr data-id=\"t31e458f-Ba7BJ1Km\">\n<td data-id=\"t6267798-mTwVeAlW\" data-transient-attributes=\"table-cell-selection\">\u7c7b\u578b<\/td>\n<td data-id=\"t6267798-3Dm2OB6u\" data-transient-attributes=\"table-cell-selection\">\u4ee3\u7801<\/td>\n<td data-id=\"t6267798-l8Zl5Scp\" data-transient-attributes=\"table-cell-selection\">\u9002\u7528\u573a\u666f<\/td>\n<td class=\"table-last-row\" data-id=\"t6267798-IswJWdMX\" data-transient-attributes=\"table-cell-selection\">\u9891\u7387<\/td>\n<\/tr>\n<tr data-id=\"t31e458f-e0HgFowG\">\n<td data-id=\"t6267798-kSg116Kg\" data-transient-attributes=\"table-cell-selection\">\u9875\u9762\u529f\u80fd\u5f00\u53d1<\/td>\n<td data-id=\"t6267798-4HnC0CkB\" data-transient-attributes=\"table-cell-selection\">PAGE<\/td>\n<td data-id=\"t6267798-LKXDNp5F\" data-transient-attributes=\"table-cell-selection\">\u65b0\u589e\u9875\u9762\u3001\u6309\u94ae\u3001\u5217\u8868\u3001\u8868\u5355<\/td>\n<td class=\"table-last-row\" data-id=\"t238c116-0bHNOm5d\" data-transient-attributes=\"table-cell-selection\">35%<\/td>\n<\/tr>\n<tr data-id=\"t31e458f-6EqtggwR\">\n<td data-id=\"t6267798-8sChxd8C\" data-transient-attributes=\"table-cell-selection\">UI\u8fd8\u539f<\/td>\n<td data-id=\"t6267798-aW6Y8mRQ\" data-transient-attributes=\"table-cell-selection\">UI<\/td>\n<td data-id=\"t6267798-n1U6NXAB\" data-transient-attributes=\"table-cell-selection\">\u8bbe\u8ba1\u7a3f\u8fd8\u539f\u3001\u52a8\u753b\u6548\u679c<\/td>\n<td class=\"table-last-row\" data-id=\"t238c116-2f67cg4O\" data-transient-attributes=\"table-cell-selection\">15%<\/td>\n<\/tr>\n<tr data-id=\"t31e458f-QfoO7dR9\">\n<td data-id=\"t6267798-DkJvcuUa\" data-transient-attributes=\"table-cell-selection\">\u63a5\u53e3\u5bf9\u63a5<\/td>\n<td data-id=\"t6267798-xsg669FY\" data-transient-attributes=\"table-cell-selection\">API<\/td>\n<td data-id=\"t6267798-ytz68GKS\" data-transient-attributes=\"table-cell-selection\">Yapi\u6587\u6863\u3001\u591a\u63a5\u53e3\u8054\u52a8<\/td>\n<td class=\"table-last-row\" data-id=\"t238c116-iLOK0IUg\" data-transient-attributes=\"table-cell-selection\">20%<\/td>\n<\/tr>\n<tr data-id=\"t31e458f-glcbmTcX\">\n<td data-id=\"t6267798-9rwPozCX\" data-transient-attributes=\"table-cell-selection\">\u6280\u672f\u65b9\u6848\u8bbe\u8ba1<\/td>\n<td data-id=\"t6267798-A7txn3IC\" data-transient-attributes=\"table-cell-selection\">ARCH<\/td>\n<td data-id=\"t6267798-9NZpLF9D\" data-transient-attributes=\"table-cell-selection\">\u67b6\u6784\u91cd\u6784\u3001\u7ef4\u62a4\u6027\u95ee\u9898<\/td>\n<td class=\"table-last-row\" data-id=\"t238c116-paAFNYc8\" data-transient-attributes=\"table-cell-selection\">5%<\/td>\n<\/tr>\n<tr data-id=\"t31e458f-gjKpVcXv\">\n<td data-id=\"t6267798-Ojyytu5h\" data-transient-attributes=\"table-cell-selection\">\u6279\u91cf\u91cd\u6784<\/td>\n<td data-id=\"t6267798-VDKiCf85\" data-transient-attributes=\"table-cell-selection\">REFACTOR<\/td>\n<td data-id=\"t6267798-84r29RFl\" data-transient-attributes=\"table-cell-selection\">\u57df\u540d\u66ff\u6362\u3001\u6279\u91cf\u914d\u7f6e\u4fee\u6539<\/td>\n<td class=\"table-last-row\" data-id=\"t238c116-5oRWMTBD\" data-transient-attributes=\"table-cell-selection\">10%<\/td>\n<\/tr>\n<tr data-id=\"t31e458f-R7zQ7DeS\">\n<td data-id=\"t6267798-hyyZR4bV\" data-transient-attributes=\"table-cell-selection\">Bug\u8c03\u8bd5<\/td>\n<td data-id=\"t6267798-tRjCjU8v\" data-transient-attributes=\"table-cell-selection\">DEBUG<\/td>\n<td data-id=\"t6267798-KouDqDhp\" data-transient-attributes=\"table-cell-selection\">\u6392\u67e5\u95ee\u9898\u3001\u4fee\u590dBug<\/td>\n<td class=\"table-last-row\" data-id=\"t238c116-ceX48NM8\" data-transient-attributes=\"table-cell-selection\">10%<\/td>\n<\/tr>\n<tr data-id=\"t31e458f-qF0GKZi0\">\n<td data-id=\"t6267798-GquqRhw6\" data-transient-attributes=\"table-cell-selection\">\u9700\u6c42\u5206\u6790\u8fed\u4ee3<\/td>\n<td data-id=\"t6267798-kwlJ8lVp\" data-transient-attributes=\"table-cell-selection\">PRD<\/td>\n<td data-id=\"t6267798-IvXrpHdj\" data-transient-attributes=\"table-cell-selection\">PRD\u751f\u6210\u5f00\u53d1\u6587\u6863\u3001\u589e\u91cf\u5f00\u53d1<\/td>\n<td class=\"table-last-row\" data-id=\"t238c116-6FGfo1Ee\" data-transient-attributes=\"table-cell-selection\">3%<\/td>\n<\/tr>\n<tr data-id=\"t31e458f-HubY4BGt\">\n<td class=\"table-last-column\" data-id=\"t6267798-5dN1JOaY\" data-transient-attributes=\"table-cell-selection\">\u7ec4\u4ef6\u8fc1\u79fb<\/td>\n<td class=\"table-last-column\" data-id=\"t6267798-0p8wS39A\" data-transient-attributes=\"table-cell-selection\">MIGRATE<\/td>\n<td class=\"table-last-column\" data-id=\"t6267798-O62J4ADQ\" data-transient-attributes=\"table-cell-selection\">\u8de8\u9879\u76ee\u8fc1\u79fb\u3001\u66ff\u6362\u4f9d\u8d56<\/td>\n<td class=\"table-last-column table-last-row\" data-id=\"t238c116-oic7Dcff\" data-transient-attributes=\"table-cell-selection\">2%<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><strong>\u5173\u952e\u6d1e\u5bdf<\/strong>\uff1a\u524d\u7aef\u5f00\u53d1\u4e0d\u662f&#8221;\u4e00\u4e2a\u4efb\u52a1&#8221;\uff0c\u800c\u662f&#8221;8 \u79cd\u4efb\u52a1\u7c7b\u578b&#8221;\u3002\u6bcf\u79cd\u7c7b\u578b\u9700\u8981\u4e0d\u540c\u7684\u4fe1\u606f\u3002<\/p>\n<h2>\u4e8c\u3001\u5b9a\u4e49\u89e6\u53d1\u8fb9\u754c<\/h2>\n<h3>\u89e6\u53d1\u6761\u4ef6<\/h3>\n<div>\n<div class=\"hljs-cto\">\n<div class=\"hljs-cto\"><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_0\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-plain\" tabindex=\"0\"><code class=\"language-plain\">## trigger\r\n\u7528\u6237\u9700\u8981\u5c06\u6a21\u7cca\u7684\u524d\u7aef\u9700\u6c42\u8f6c\u5316\u4e3a\u7ed3\u6784\u5316AI\u7f16\u7801\u63d0\u793a\u8bcd\u65f6\u6fc0\u6d3b\u3002\u5305\u62ec\uff1a\r\n- \u7528\u6237\u8bf4\u300c\u5e2e\u6211\u5199\u4e2a\u63d0\u793a\u8bcd\u300d\u300c\u5e2e\u6211\u5199\u4e2aAI\u80fd\u61c2\u7684\u63cf\u8ff0\u300d\r\n- \u62c6\u89e3PRD\u4e3a\u7f16\u7801\u4efb\u52a1\r\n- \u4e0d\u77e5\u9053\u5982\u4f55\u5411AI\u63cf\u8ff0\u5f00\u53d1\u4efb\u52a1<\/code><\/pre>\n<ul id=\"code_id_0\" class=\"pre-numbering\">\n<li>1.<\/li>\n<li>2.<\/li>\n<li>3.<\/li>\n<li>4.<\/li>\n<li>5.<\/li>\n<\/ul>\n<div class=\"toolbar\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<h3>\u4e0d\u89e6\u53d1\u573a\u666f<\/h3>\n<div>\n<div class=\"hljs-cto\">\n<div class=\"hljs-cto\"><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_1\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-plain\" tabindex=\"0\"><code class=\"language-plain\">## trigger_negation\r\n- \u7528\u6237\u76f4\u63a5\u8981\u6c42\u5199\u4ee3\u7801\uff08\u4e0d\u662f\u8981\u63d0\u793a\u8bcd\uff09\r\n- \u975e\u524d\u7aef\u4efb\u52a1\uff08\u540e\u7aef\u3001\u8fd0\u7ef4\u3001\u6d4b\u8bd5\u7b49\uff09\r\n- \u7528\u6237\u5df2\u6709\u5b8c\u5584\u63d0\u793a\u8bcd\uff0c\u53ea\u60f3\u5fae\u8c03\u4e00\u53e5\u8bdd<\/code><\/pre>\n<ul id=\"code_id_1\" class=\"pre-numbering\">\n<li>1.<\/li>\n<li>2.<\/li>\n<li>3.<\/li>\n<li>4.<\/li>\n<\/ul>\n<div class=\"toolbar\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><strong>\u8bbe\u8ba1\u8981\u70b9<\/strong>\uff1a<\/p>\n<p>\u2022\u89e6\u53d1\u8981\u5177\u4f53\uff08\u53ef\u8bc6\u522b\u7684\u7528\u6237\u8bed\u8a00\uff09<\/p>\n<p>\u2022\u4e0d\u89e6\u53d1\u8981\u660e\u786e\uff08\u8fb9\u754c\u6e05\u6670\uff0c\u907f\u514d\u8bef\u89e6\u53d1\uff09<\/p>\n<h2>\u4e09\u3001\u8bbe\u8ba1 Input Contract<\/h2>\n<p>\u6bcf\u79cd\u7c7b\u578b\u9700\u8981\u4e0d\u540c\u7684\u4fe1\u606f\u3002\u6211\u4eec\u5b9a\u4e49\u00a0<strong>\u5fc5\u586b\u5b57\u6bb5<\/strong>\uff1a<\/p>\n<table class=\"data-table\" data-transient-attributes=\"class\" data-width=\"677px\">\n<colgroup data-id=\"c7104f7d-bXcsk0oj\">\n<col span=\"1\" width=\"225.667\" data-id=\"cd89ecb0-QxQoRDFP\" \/>\n<col span=\"1\" width=\"225.667\" data-id=\"cd89ecb0-3LU4THbk\" \/>\n<col span=\"1\" width=\"225.667\" data-id=\"cd89ecb0-7YzXlFye\" \/><\/colgroup>\n<tbody data-id=\"t6d5e859-Aq2PSQWd\">\n<tr data-id=\"t31e458f-z2LU3mFQ\">\n<td data-id=\"t6267798-CJDbibSW\" data-transient-attributes=\"table-cell-selection\">\u7c7b\u578b<\/td>\n<td data-id=\"t6267798-grxZk773\" data-transient-attributes=\"table-cell-selection\">\u5fc5\u586b\u5b57\u6bb5<\/td>\n<td class=\"table-last-row\" data-id=\"t6267798-5ok2LEyJ\" data-transient-attributes=\"table-cell-selection\">\u4e3a\u4ec0\u4e48\u5fc5\u586b<\/td>\n<\/tr>\n<tr data-id=\"t31e458f-qc049h8m\">\n<td data-id=\"t6267798-S6qUPmzw\" data-transient-attributes=\"table-cell-selection\">PAGE<\/td>\n<td data-id=\"t6267798-HdVOo5hK\" data-transient-attributes=\"table-cell-selection\">\u9875\u9762\u4f4d\u7f6e\u3001\u529f\u80fd\u63cf\u8ff0\u3001\u6570\u636e\u6765\u6e90\u3001\u53c2\u8003\u9875\u9762<\/td>\n<td class=\"table-last-row\" data-id=\"t6267798-J9xIItPa\" data-transient-attributes=\"table-cell-selection\">\u4fe1\u606f\u4e0d\u8db3\u4f1a\u5bfc\u81f4\u4ee3\u7801\u65e0\u6cd5\u751f\u6210<\/td>\n<\/tr>\n<tr data-id=\"t31e458f-o3hICxYf\">\n<td data-id=\"t6267798-2iC3NLJY\" data-transient-attributes=\"table-cell-selection\">UI<\/td>\n<td data-id=\"t6267798-DVvtgdb2\" data-transient-attributes=\"table-cell-selection\">\u8bbe\u8ba1\u7a3f\u94fe\u63a5\/\u622a\u56fe\u3001\u76ee\u6807\u4f4d\u7f6e\u3001\u4ea4\u4e92\u8981\u6c42<\/td>\n<td class=\"table-last-row\" data-id=\"t6267798-CocB2Bpv\" data-transient-attributes=\"table-cell-selection\">UI\u8fd8\u539f\u9700\u8981\u89c6\u89c9\u53c2\u8003<\/td>\n<\/tr>\n<tr data-id=\"t31e458f-rrr3ky2i\">\n<td data-id=\"t6267798-aK1x9t2j\" data-transient-attributes=\"table-cell-selection\">API<\/td>\n<td data-id=\"t6267798-7EzyD1mm\" data-transient-attributes=\"table-cell-selection\">\u63a5\u53e3\u5730\u5740\/Yapi\u94fe\u63a5\u3001\u8c03\u7528\u573a\u666f\u3001\u5b57\u6bb5\u6620\u5c04<\/td>\n<td class=\"table-last-row\" data-id=\"t6267798-D8F4fDaU\" data-transient-attributes=\"table-cell-selection\">\u63a5\u53e3\u5bf9\u63a5\u9700\u8981\u5951\u7ea6<\/td>\n<\/tr>\n<tr data-id=\"t31e458f-5mWJ3CsC\">\n<td data-id=\"t6267798-CJYvnwfb\" data-transient-attributes=\"table-cell-selection\">ARCH<\/td>\n<td data-id=\"t6267798-S00eJxZ7\" data-transient-attributes=\"table-cell-selection\">\u73b0\u72b6\u95ee\u9898\u3001\u76ee\u6807\u67b6\u6784\u3001\u7ea6\u675f\u6761\u4ef6<\/td>\n<td class=\"table-last-row\" data-id=\"t6267798-4hr25EyQ\" data-transient-attributes=\"table-cell-selection\">\u65b9\u6848\u8bbe\u8ba1\u9700\u8981\u8fb9\u754c<\/td>\n<\/tr>\n<tr data-id=\"t31e458f-YF3pppJE\">\n<td data-id=\"t6267798-WBvAnzZB\" data-transient-attributes=\"table-cell-selection\">REFACTOR<\/td>\n<td data-id=\"t6267798-hKu3e4oc\" data-transient-attributes=\"table-cell-selection\">\u4fee\u6539\u8303\u56f4\u3001\u4fee\u6539\u89c4\u5219\u3001\u5f71\u54cd\u8bc4\u4f30<\/td>\n<td class=\"table-last-row\" data-id=\"t6267798-sSN3dodz\" data-transient-attributes=\"table-cell-selection\">\u6279\u91cf\u64cd\u4f5c\u9700\u8981\u8303\u56f4\u63a7\u5236<\/td>\n<\/tr>\n<tr data-id=\"t31e458f-67HRRX5X\">\n<td data-id=\"t6267798-TVlcoA57\" data-transient-attributes=\"table-cell-selection\">DEBUG<\/td>\n<td data-id=\"t6267798-FpIbVp9t\" data-transient-attributes=\"table-cell-selection\">\u9884\u671f\u884c\u4e3a\u3001\u5b9e\u9645\u884c\u4e3a\u3001\u590d\u73b0\u4fe1\u606f\u3001\u76f8\u5173\u4ee3\u7801<\/td>\n<td class=\"table-last-row\" data-id=\"t6267798-He1YVn3O\" data-transient-attributes=\"table-cell-selection\">\u8c03\u8bd5\u9700\u8981\u5177\u4f53\u75c7\u72b6<\/td>\n<\/tr>\n<tr data-id=\"t31e458f-RZVpMqL0\">\n<td data-id=\"t6267798-epC4h96d\" data-transient-attributes=\"table-cell-selection\">PRD<\/td>\n<td data-id=\"t6267798-3nH7YOLf\" data-transient-attributes=\"table-cell-selection\">PRD\u94fe\u63a5\/\u5185\u5bb9\u3001\u5f00\u53d1\u9636\u6bb5\u3001\u76f8\u5173\u4ee3\u7801\u4f4d\u7f6e<\/td>\n<td class=\"table-last-row\" data-id=\"t6267798-J9R76182\" data-transient-attributes=\"table-cell-selection\">\u9700\u6c42\u5206\u6790\u9700\u8981\u4e0a\u4e0b\u6587<\/td>\n<\/tr>\n<tr data-id=\"t31e458f-rI5Ff31O\">\n<td class=\"table-last-column\" data-id=\"t6267798-VntF78MW\" data-transient-attributes=\"table-cell-selection\">MIGRATE<\/td>\n<td class=\"table-last-column\" data-id=\"t6267798-gNmn16FV\" data-transient-attributes=\"table-cell-selection\">\u6e90\u7ec4\u4ef6\u4f4d\u7f6e\u3001\u76ee\u6807\u9879\u76ee\u3001\u8fc1\u79fb\u7b56\u7565<\/td>\n<td class=\"table-last-column table-last-row\" data-id=\"t6267798-n80fun0T\" data-transient-attributes=\"table-cell-selection\">\u8fc1\u79fb\u9700\u8981\u8def\u5f84<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><strong>\u6838\u5fc3\u539f\u5219<\/strong>\uff1a\u5fc5\u586b\u5b57\u6bb5 =\u4fe1\u606f\u4e0d\u8db3\u5c31\u65e0\u6cd5\u751f\u6210\u6709\u6548\u63d0\u793a\u8bcd\u7684\u5b57\u6bb5\u3002<\/p>\n<h2>\u56db\u3001\u8ffd\u95ee\u673a\u5236\u8bbe\u8ba1<\/h2>\n<h3>\u8ffd\u95ee\u89c4\u5219<\/h3>\n<div>\n<div class=\"hljs-cto\">\n<div class=\"hljs-cto\"><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_2\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-plain\" tabindex=\"0\"><code class=\"language-plain\">## followup_rules\r\n\u5f53\u7528\u6237\u63cf\u8ff0\u9700\u6c42\u540e\uff1a\r\n1. \u4ece\u5173\u952e\u8bcd\u63a8\u65ad\u4efb\u52a1\u7c7b\u578b\r\n2. \u68c0\u67e5 Input Contract \u5fc5\u586b\u5b57\u6bb5\r\n3. \u7f3a\u5931\u5b57\u6bb5\u5fc5\u987b\u8ffd\u95ee\r\n4. \u8ffd\u95ee\u683c\u5f0f\uff1a\u300c\u5173\u4e8e\u3010\u5b57\u6bb5\u540d\u3011\uff0c\u8bf7\u8865\u5145\uff1a...\u300d<\/code><\/pre>\n<ul id=\"code_id_2\" class=\"pre-numbering\">\n<li>1.<\/li>\n<li>2.<\/li>\n<li>3.<\/li>\n<li>4.<\/li>\n<li>5.<\/li>\n<li>6.<\/li>\n<\/ul>\n<div class=\"toolbar\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<h3>\u8ffd\u95ee\u793a\u4f8b<\/h3>\n<p><strong>\u7528\u6237\u8f93\u5165<\/strong>\uff1a<\/p>\n<div>\n<div class=\"hljs-cto\">\n<div class=\"hljs-cto\"><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_3\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-plain\" tabindex=\"0\"><code class=\"language-plain\">\u5e2e\u6211\u5199\u4e2a\u7528\u6237\u5217\u8868\u9875\u7684\u63d0\u793a\u8bcd<\/code><\/pre>\n<ul id=\"code_id_3\" class=\"pre-numbering\">\n<li>1.<\/li>\n<\/ul>\n<div class=\"toolbar\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><strong>Skill \u884c\u4e3a<\/strong>\uff1a<\/p>\n<p>\u2022\u8bc6\u522b\uff1aPAGE \u7c7b\u578b\uff08\u5173\u952e\u8bcd&#8221;\u5217\u8868\u9875&#8221;\uff09<\/p>\n<p>\u2022\u68c0\u67e5\u5fc5\u586b\uff1a\u9875\u9762\u4f4d\u7f6e\uff1f\u6570\u636e\u6765\u6e90\uff1f\u529f\u80fd\u63cf\u8ff0\uff1f<\/p>\n<p>\u2022\u8ffd\u95ee\uff1a<\/p>\n<div>\n<div class=\"hljs-cto\">\n<div class=\"hljs-cto\"><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_4\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-plain\" tabindex=\"0\"><code class=\"language-plain\">\u68c0\u6d4b\u5230\u3010PAGE\u3011\u7c7b\u578b\u4efb\u52a1\u3002\u8bf7\u8865\u5145\u4ee5\u4e0b\u4fe1\u606f\uff1a\r\n\r\n1. \u5173\u4e8e\u3010\u9875\u9762\u4f4d\u7f6e\u3011\uff1a\u8fd9\u4e2a\u5217\u8868\u9875\u653e\u5728\u54ea\u4e2a\u8def\u7531\u4e0b\uff1f\r\n2. \u5173\u4e8e\u3010\u6570\u636e\u6765\u6e90\u3011\uff1a\u7528\u6237\u6570\u636e\u4ece\u54ea\u4e2a\u63a5\u53e3\u83b7\u53d6\uff1f\uff08Yapi\u94fe\u63a5\u6216\u63a5\u53e3\u5730\u5740\uff09\r\n3. \u5173\u4e8e\u3010\u529f\u80fd\u63cf\u8ff0\u3011\uff1a\u5217\u8868\u9700\u8981\u54ea\u4e9b\u5b57\u6bb5\uff1f\u662f\u5426\u9700\u8981\u7b5b\u9009\/\u6392\u5e8f\/\u5206\u9875\uff1f<\/code><\/pre>\n<ul id=\"code_id_4\" class=\"pre-numbering\">\n<li>1.<\/li>\n<li>2.<\/li>\n<li>3.<\/li>\n<li>4.<\/li>\n<li>5.<\/li>\n<\/ul>\n<div class=\"toolbar\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<h2>\u4e94\u3001\u6682\u505c\u68c0\u67e5\u70b9\u8bbe\u8ba1<\/h2>\n<p>\u4e09\u4e2a\u5fc5\u987b\u6682\u505c\u7684\u573a\u666f\uff1a<\/p>\n<table class=\"data-table\" data-transient-attributes=\"class\" data-width=\"677px\">\n<colgroup data-id=\"c7104f7d-DPcn7Evp\">\n<col span=\"1\" width=\"225.667\" data-id=\"cd89ecb0-T2FPlOH0\" \/>\n<col span=\"1\" width=\"225.667\" data-id=\"cd89ecb0-oZzFld9a\" \/>\n<col span=\"1\" width=\"225.667\" data-id=\"cd89ecb0-RQokHhkz\" \/><\/colgroup>\n<tbody data-id=\"t6d5e859-YucqkKLC\">\n<tr data-id=\"t31e458f-QY9gmBbP\">\n<td data-id=\"t6267798-umB1OimS\" data-transient-attributes=\"table-cell-selection\">\u573a\u666f<\/td>\n<td data-id=\"t6267798-pilE6tgO\" data-transient-attributes=\"table-cell-selection\">\u6682\u505c\u539f\u56e0<\/td>\n<td class=\"table-last-row\" data-id=\"t6267798-oPXiXOE9\" data-transient-attributes=\"table-cell-selection\">Skill \u884c\u4e3a<\/td>\n<\/tr>\n<tr data-id=\"t31e458f-EXdEHS0y\">\n<td data-id=\"t6267798-5lT1NzXU\" data-transient-attributes=\"table-cell-selection\">\u591a\u7c7b\u578b\u7ec4\u5408<\/td>\n<td data-id=\"t6267798-ou6gaDpr\" data-transient-attributes=\"table-cell-selection\">\u9700\u786e\u8ba4\u4f18\u5148\u7ea7<\/td>\n<td class=\"table-last-row\" data-id=\"t6267798-WSKS2ANe\" data-transient-attributes=\"table-cell-selection\">\u300c\u68c0\u6d4b\u5230\u591a\u4e2a\u4efb\u52a1\u7c7b\u578b\uff08PAGE + API\uff09\uff0c\u8bf7\u786e\u8ba4\u4f18\u5148\u987a\u5e8f\u300d<\/td>\n<\/tr>\n<tr data-id=\"t31e458f-411J1HqQ\">\n<td data-id=\"t6267798-JkhnDWSC\" data-transient-attributes=\"table-cell-selection\">\u5fc5\u586b\u9879\u7f3a\u5931<\/td>\n<td data-id=\"t6267798-3g5PFhjj\" data-transient-attributes=\"table-cell-selection\">\u4fe1\u606f\u4e0d\u8db3\u65e0\u6cd5\u751f\u6210<\/td>\n<td class=\"table-last-row\" data-id=\"t6267798-5b1EI351\" data-transient-attributes=\"table-cell-selection\">\u300c\u8bf7\u8865\u5145\u5fc5\u586b\u4fe1\u606f\u540e\u518d\u7ee7\u7eed\u300d<\/td>\n<\/tr>\n<tr data-id=\"t31e458f-Rtu6ZlmU\">\n<td class=\"table-last-column\" data-id=\"t6267798-ykbA45Hk\" data-transient-attributes=\"table-cell-selection\">\u751f\u4ea7\u73af\u5883\u64cd\u4f5c<\/td>\n<td class=\"table-last-column\" data-id=\"t6267798-PfEnA5ww\" data-transient-attributes=\"table-cell-selection\">\u98ce\u9669\u9ad8\u9700\u786e\u8ba4<\/td>\n<td class=\"table-last-column table-last-row\" data-id=\"t6267798-IKVeZxUS\" data-transient-attributes=\"table-cell-selection\">\u300c\u6d89\u53ca\u751f\u4ea7\u73af\u5883\u4fee\u6539\uff0c\u8bf7\u786e\u8ba4\u662f\u5426\u7ee7\u7eed\u300d<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u516d\u3001\u7f16\u5199 SKILL.md\uff08\u5173\u952e\u7247\u6bb5\uff09<\/h2>\n<h3>\u6587\u4ef6\u7ed3\u6784<\/h3>\n<div>\n<div class=\"hljs-cto\">\n<div class=\"hljs-cto\"><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_5\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-plain\" tabindex=\"0\"><code class=\"language-plain\">frontend-dev-prompt-craft\/\r\n\u251c\u2500\u2500 SKILL.md              # \u6280\u80fd\u5b9a\u4e49\uff08\u6838\u5fc3\uff09\r\n\u251c\u2500\u2500 skill-meta.json       # \u5143\u6570\u636e + Baseline\r\n\u251c\u2500\u2500 test-prompts.json     # \u6d4b\u8bd5\u7528\u4f8b\r\n\u251c\u2500\u2500 skill-issues.jsonl    # \u95ee\u9898\u8bb0\u5f55\r\n\u251c\u2500\u2500 CHANGELOG.md          # \u53d8\u66f4\u65e5\u5fd7\r\n\u251c\u2500\u2500 LEARNINGS.md          # \u5b66\u4e60\u6c89\u6dc0\r\n\u2514\u2500\u2500 README.md             # \u4f7f\u7528\u6307\u5357<\/code><\/pre>\n<ul id=\"code_id_5\" class=\"pre-numbering\">\n<li>1.<\/li>\n<li>2.<\/li>\n<li>3.<\/li>\n<li>4.<\/li>\n<li>5.<\/li>\n<li>6.<\/li>\n<li>7.<\/li>\n<li>8.<\/li>\n<\/ul>\n<div class=\"toolbar\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<h3>SKILL.md \u6838\u5fc3\u5185\u5bb9\uff08\u5173\u952e\u7247\u6bb5\uff09<\/h3>\n<div>\n<div class=\"hljs-cto\">\n<div class=\"hljs-cto\"><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_6\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-plain\" tabindex=\"0\"><code class=\"language-plain\"># frontend-dev-prompt-craft\r\n\r\n## description\r\n\u5c06\u6a21\u7cca\u7684\u524d\u7aef\u9700\u6c42\u8f6c\u5316\u4e3a\u7ed3\u6784\u5316\u7684AI\u7f16\u7801\u63d0\u793a\u8bcd\u3002\u652f\u6301 8 \u79cd\u4efb\u52a1\u7c7b\u578b\uff1aPAGE\/UI\/API\/ARCH\/REFACTOR\/DEBUG\/PRD\/MIGRATE\u3002\r\n\r\n## trigger\r\n\u7528\u6237\u9700\u8981\u5c06\u6a21\u7cca\u7684\u524d\u7aef\u9700\u6c42\u8f6c\u5316\u4e3a\u7ed3\u6784\u5316AI\u7f16\u7801\u63d0\u793a\u8bcd\u65f6\u6fc0\u6d3b\u3002\r\n\r\n## Input Contract\r\n| \u7c7b\u578b | \u5fc5\u586b\u5b57\u6bb5 |\r\n|------|----------|\r\n| PAGE | \u9875\u9762\u4f4d\u7f6e\u3001\u529f\u80fd\u63cf\u8ff0\u3001\u6570\u636e\u6765\u6e90\u3001\u53c2\u8003\u9875\u9762 |\r\n| UI | \u8bbe\u8ba1\u7a3f\u94fe\u63a5\u3001\u76ee\u6807\u4f4d\u7f6e\u3001\u4ea4\u4e92\u8981\u6c42 |\r\n| API | \u63a5\u53e3\u5730\u5740\u3001\u8c03\u7528\u573a\u666f\u3001\u5b57\u6bb5\u6620\u5c04 |\r\n| ARCH | \u73b0\u72b6\u95ee\u9898\u3001\u76ee\u6807\u67b6\u6784\u3001\u7ea6\u675f\u6761\u4ef6 |\r\n| REFACTOR | \u4fee\u6539\u8303\u56f4\u3001\u4fee\u6539\u89c4\u5219\u3001\u5f71\u54cd\u8bc4\u4f30 |\r\n| DEBUG | \u9884\u671f\u884c\u4e3a\u3001\u5b9e\u9645\u884c\u4e3a\u3001\u590d\u73b0\u4fe1\u606f\u3001\u76f8\u5173\u4ee3\u7801 |\r\n| PRD | PRD\u94fe\u63a5\u3001\u5f00\u53d1\u9636\u6bb5\u3001\u76f8\u5173\u4ee3\u7801\u4f4d\u7f6e |\r\n| MIGRATE | \u6e90\u7ec4\u4ef6\u4f4d\u7f6e\u3001\u76ee\u6807\u9879\u76ee\u3001\u8fc1\u79fb\u7b56\u7565 |\r\n\r\n## workflow\r\n1. \u8bc6\u522b\u4efb\u52a1\u7c7b\u578b\uff08\u4ece\u5173\u952e\u8bcd\u63a8\u65ad\uff09\r\n2. \u68c0\u67e5 Input Contract \u5fc5\u586b\u5b57\u6bb5\r\n3. \u8ffd\u95ee\u7f3a\u5931\u4fe1\u606f\r\n4. \u52a0\u8f7d\u5bf9\u5e94\u6a21\u677f\r\n5. \u586b\u5145\u751f\u6210\u63d0\u793a\u8bcd\r\n6. \u81ea\u68c0\u8f93\u51fa\r\n7. \u4ea4\u4ed8\r\n\r\n## output_contract\r\n\u6bcf\u6761\u63d0\u793a\u8bcd\u5fc5\u987b\u5305\u542b\uff1a\r\n- \u4efb\u52a1\u7c7b\u578b\u6807\u7b7e\uff08\u5982 [PAGE]\uff09\r\n- \u7ed3\u6784\u5316\u9700\u6c42\u63cf\u8ff0\r\n- \u9a8c\u6536\u6807\u51c6\r\n- \u53ef\u76f4\u63a5\u590d\u5236\u4f7f\u7528<\/code><\/pre>\n<ul id=\"code_id_6\" class=\"pre-numbering\">\n<li>1.<\/li>\n<li>2.<\/li>\n<li>3.<\/li>\n<li>4.<\/li>\n<li>5.<\/li>\n<li>6.<\/li>\n<li>7.<\/li>\n<li>8.<\/li>\n<li>9.<\/li>\n<li>10.<\/li>\n<li>11.<\/li>\n<li>12.<\/li>\n<li>13.<\/li>\n<li>14.<\/li>\n<li>15.<\/li>\n<li>16.<\/li>\n<li>17.<\/li>\n<li>18.<\/li>\n<li>19.<\/li>\n<li>20.<\/li>\n<li>21.<\/li>\n<li>22.<\/li>\n<li>23.<\/li>\n<li>24.<\/li>\n<li>25.<\/li>\n<li>26.<\/li>\n<li>27.<\/li>\n<li>28.<\/li>\n<li>29.<\/li>\n<li>30.<\/li>\n<li>31.<\/li>\n<li>32.<\/li>\n<li>33.<\/li>\n<li>34.<\/li>\n<li>35.<\/li>\n<\/ul>\n<div class=\"toolbar\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<h2>\u4e03\u3001\u7f16\u5199 test-prompts.json\uff08\u5173\u952e\u7247\u6bb5\uff09<\/h2>\n<h3>\u6d4b\u8bd5\u7528\u4f8b\u7ed3\u6784<\/h3>\n<div>\n<div class=\"hljs-cto\">\n<div class=\"hljs-cto\"><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_7\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-plain\" tabindex=\"0\"><code class=\"language-plain\">[\r\n{\r\n\"id\":1,\r\n\"prompt\":\"\u5e2e\u6211\u5199\u4e2a\u7528\u6237\u5217\u8868\u9875\u7684\u63d0\u793a\u8bcd\",\r\n\"expected\":{\r\n\"task_type\":\"PAGE\",\r\n\"behavior\":\"\u8ffd\u95ee\u9875\u9762\u4f4d\u7f6e\u3001\u6570\u636e\u6765\u6e90\u3001\u529f\u80fd\u63cf\u8ff0\"\r\n}\r\n},\r\n{\r\n\"id\":2,\r\n\"prompt\":\"\u8fd9\u4e2aFigma\u8bbe\u8ba1\u7a3f\u5e2e\u6211\u8fd8\u539f\u6210Vue\u7ec4\u4ef6\",\r\n\"expected\":{\r\n\"task_type\":\"UI\",\r\n\"behavior\":\"\u8ffd\u95ee\u8bbe\u8ba1\u7a3f\u94fe\u63a5\u3001\u76ee\u6807\u4f4d\u7f6e\u3001\u4ea4\u4e92\u8981\u6c42\"\r\n}\r\n},\r\n{\r\n\"id\":4,\r\n\"prompt\":\"\u63a5\u53e3\u8fd4\u56de500\u9519\u8bef\uff0c\u5e2e\u6211\u6392\u67e5\u4e00\u4e0b\",\r\n\"expected\":{\r\n\"task_type\":\"DEBUG\",\r\n\"behavior\":\"\u8ffd\u95ee\u9884\u671f\u884c\u4e3a\u3001\u5b9e\u9645\u884c\u4e3a\u3001\u590d\u73b0\u4fe1\u606f\u3001\u76f8\u5173\u4ee3\u7801\"\r\n}\r\n}\r\n\/\/ ...\u5171 8 \u4e2a\u7528\u4f8b\r\n]<\/code><\/pre>\n<ul id=\"code_id_7\" class=\"pre-numbering\">\n<li>1.<\/li>\n<li>2.<\/li>\n<li>3.<\/li>\n<li>4.<\/li>\n<li>5.<\/li>\n<li>6.<\/li>\n<li>7.<\/li>\n<li>8.<\/li>\n<li>9.<\/li>\n<li>10.<\/li>\n<li>11.<\/li>\n<li>12.<\/li>\n<li>13.<\/li>\n<li>14.<\/li>\n<li>15.<\/li>\n<li>16.<\/li>\n<li>17.<\/li>\n<li>18.<\/li>\n<li>19.<\/li>\n<li>20.<\/li>\n<li>21.<\/li>\n<li>22.<\/li>\n<li>23.<\/li>\n<li>24.<\/li>\n<li>25.<\/li>\n<li>26.<\/li>\n<li>27.<\/li>\n<\/ul>\n<div class=\"toolbar\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><strong>\u8bbe\u8ba1\u8981\u70b9<\/strong>\uff1a\u6bcf\u4e2a\u7c7b\u578b\u81f3\u5c11 1 \u4e2a\u6d4b\u8bd5\u7528\u4f8b\uff0c\u8986\u76d6\u8ffd\u95ee\u884c\u4e3a\u3002<\/p>\n<h2>\u516b\u3001\u5efa\u7acb Baseline<\/h2>\n<h3>\u7b2c\u4e00\u6b21\u8dd1 Eval<\/h3>\n<div>\n<div class=\"hljs-cto\">\n<div class=\"hljs-cto\"><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_8\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-plain\" tabindex=\"0\"><code class=\"language-plain\">Skill: frontend-dev-prompt-craft\r\nTest Prompts: 8 \u4e2a\r\n\r\nEval Result:\r\n- Test Prompts: 8\/8 passing (100%)\r\n- Regression: 3\/3 (100%)\r\n- Capability: 3\/3 (100%)\r\n\r\nTotal: 14\/14 passing (100%)\u2705<\/code><\/pre>\n<ul id=\"code_id_8\" class=\"pre-numbering\">\n<li>1.<\/li>\n<li>2.<\/li>\n<li>3.<\/li>\n<li>4.<\/li>\n<li>5.<\/li>\n<li>6.<\/li>\n<li>7.<\/li>\n<li>8.<\/li>\n<li>9.<\/li>\n<\/ul>\n<div class=\"toolbar\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<h3>Baseline \u8bb0\u5f55\uff08skill-meta.json \u5173\u952e\u7247\u6bb5\uff09<\/h3>\n<div>\n<div class=\"hljs-cto\">\n<div class=\"hljs-cto\"><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_9\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-plain\" tabindex=\"0\"><code class=\"language-plain\">{\r\n\"skill_name\":\"frontend-dev-prompt-craft\",\r\n\"version\":\"0.1.0\",\r\n\"maturity\":\"draft\",\r\n\"baseline\":{\r\n\"regression_pass_rate\":\"3\/3 (100%)\",\r\n\"capability_pass_rate\":\"3\/3 (100%)\",\r\n\"test_prompts_pass_rate\":\"8\/8 (100%)\",\r\n\"total\":\"14\/14 (100%)\"\r\n}\r\n}<\/code><\/pre>\n<ul id=\"code_id_9\" class=\"pre-numbering\">\n<li>1.<\/li>\n<li>2.<\/li>\n<li>3.<\/li>\n<li>4.<\/li>\n<li>5.<\/li>\n<li>6.<\/li>\n<li>7.<\/li>\n<li>8.<\/li>\n<li>9.<\/li>\n<li>10.<\/li>\n<li>11.<\/li>\n<\/ul>\n<div class=\"toolbar\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<h2>\u4e5d\u3001\u8bbe\u7f6e skill-issues.jsonl<\/h2>\n<h3>\u95ee\u9898\u8bb0\u5f55\u683c\u5f0f<\/h3>\n<div>\n<div class=\"hljs-cto\">\n<div class=\"hljs-cto\"><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_10\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-plain\" tabindex=\"0\"><code class=\"language-plain\">{\r\n\"date\":\"2026-06-09\",\r\n\"skill\":\"frontend-dev-prompt-craft\",\r\n\"task_type\":\"PAGE\",\r\n\"symptom\":\"\u8ffd\u95ee\u4e86\u4e0d\u5fc5\u8981\u7684\u5b57\u6bb5\uff08\u53c2\u8003\u9875\u9762\u975e\u5fc5\u586b\uff09\",\r\n\"expected\":\"\u53ea\u8ffd\u95ee\u5fc5\u586b\u5b57\u6bb5\",\r\n\"severity\":\"medium\",\r\n\"source\":\"\u9996\u6b21\u4f7f\u7528\",\r\n\"converted_to_eval\":false,\r\n\"status\":\"open\"\r\n}<\/code><\/pre>\n<ul id=\"code_id_10\" class=\"pre-numbering\">\n<li>1.<\/li>\n<li>2.<\/li>\n<li>3.<\/li>\n<li>4.<\/li>\n<li>5.<\/li>\n<li>6.<\/li>\n<li>7.<\/li>\n<li>8.<\/li>\n<li>9.<\/li>\n<li>10.<\/li>\n<li>11.<\/li>\n<\/ul>\n<div class=\"toolbar\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><strong>\u8bbe\u8ba1\u8981\u70b9<\/strong>\uff1a<\/p>\n<p>\u2022\u6bcf\u4e2a issue \u8bb0\u5f55\u4e00\u4e2a\u95ee\u9898<\/p>\n<p>\u2022<code>converted_to_eval<\/code>\u00a0\u6807\u8bb0\u662f\u5426\u8f6c\u5316\u4e3a\u6d4b\u8bd5\u7528\u4f8b<\/p>\n<p>\u2022<code>status<\/code>\u00a0\u8ddf\u8e2a\u95ee\u9898\u72b6\u6001<\/p>\n<h2>\u5341\u3001\u4f7f\u7528 skill-engineering \u811a\u624b\u67b6\u9a8c\u8bc1<\/h2>\n<div>\n<div class=\"hljs-cto\">\n<div class=\"hljs-cto\"><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_11\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-plain\" tabindex=\"0\"><code class=\"language-plain\"># \u9a8c\u8bc1 Skill \u7ed3\u6784\r\npython validate-skill.py frontend-dev-prompt-craft\r\n\r\n# \u8f93\u51fa\r\n\u2705 SKILL.md \u5b58\u5728\r\n\u2705 skill-meta.json \u5b58\u5728\r\n\u2705 test-prompts.json \u5b58\u5728\r\n\u2705 skill-issues.jsonl \u5b58\u5728\r\n\u2705 \u76ee\u5f55\u7ed3\u6784\u5b8c\u6574\r\n\r\nPASS: Skill \u7ed3\u6784\u9a8c\u8bc1\u901a\u8fc7<\/code><\/pre>\n<ul id=\"code_id_11\" class=\"pre-numbering\">\n<li>1.<\/li>\n<li>2.<\/li>\n<li>3.<\/li>\n<li>4.<\/li>\n<li>5.<\/li>\n<li>6.<\/li>\n<li>7.<\/li>\n<li>8.<\/li>\n<li>9.<\/li>\n<li>10.<\/li>\n<li>11.<\/li>\n<\/ul>\n<div class=\"toolbar\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<h2>\u5341\u3001\u5b9e\u6218\u56de\u987e<\/h2>\n<h3>\u4ece\u771f\u5b9e\u7684\u63d0\u793a\u8bcd\u6587\u4ef6\u6570\u636e\u51fa\u53d1\uff0c\u8ba9AI\u5bf9\u6240\u6709\u7684\u56db\u4e2a\u63d0\u793a\u8bcd\u6587\u6863\u8fdb\u884c\u5206\u6790\u63d0\u70bc\u3002<\/h3>\n<h3>\u521b\u5efa\u63d0\u70bc\u8fc7\u7a0b\uff0c\u622a\u56fe\u5982\u4e0b\uff1a<\/h3>\n<p><img data-dominant-color=\"262726\" data-has-transparency=\"false\" style=\"--dominant-color: #262726;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-29547\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/740e9f034193a5814c55203ebce7e28edf1645.jpg\" width=\"580\" height=\"716\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/740e9f034193a5814c55203ebce7e28edf1645.jpg 580w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/740e9f034193a5814c55203ebce7e28edf1645-243x300.jpg 243w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/740e9f034193a5814c55203ebce7e28edf1645-122x150.jpg 122w\" sizes=\"auto, (max-width: 580px) 100vw, 580px\" \/><\/p>\n<p><img data-dominant-color=\"252725\" data-has-transparency=\"false\" style=\"--dominant-color: #252725;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-29548\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/a8f7fb10982d7d06ad2399260678bfb7d734ba.jpg\" width=\"596\" height=\"754\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/a8f7fb10982d7d06ad2399260678bfb7d734ba.jpg 596w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/a8f7fb10982d7d06ad2399260678bfb7d734ba-237x300.jpg 237w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/a8f7fb10982d7d06ad2399260678bfb7d734ba-119x150.jpg 119w\" sizes=\"auto, (max-width: 596px) 100vw, 596px\" \/><\/p>\n<p><img data-dominant-color=\"20211f\" data-has-transparency=\"false\" style=\"--dominant-color: #20211f;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-29549\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/d30c10f00559c8744511654c2db5bb16fa4ff0.jpg\" width=\"603\" height=\"721\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/d30c10f00559c8744511654c2db5bb16fa4ff0.jpg 603w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/d30c10f00559c8744511654c2db5bb16fa4ff0-251x300.jpg 251w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/d30c10f00559c8744511654c2db5bb16fa4ff0-125x150.jpg 125w\" sizes=\"auto, (max-width: 603px) 100vw, 603px\" \/><\/p>\n<p><img data-dominant-color=\"1f201e\" data-has-transparency=\"false\" style=\"--dominant-color: #1f201e;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-29550\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/e2426342853c9a4f80d145019278101e6df699.jpg\" width=\"595\" height=\"751\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/e2426342853c9a4f80d145019278101e6df699.jpg 595w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/e2426342853c9a4f80d145019278101e6df699-238x300.jpg 238w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/e2426342853c9a4f80d145019278101e6df699-119x150.jpg 119w\" sizes=\"auto, (max-width: 595px) 100vw, 595px\" \/><\/p>\n<p><img data-dominant-color=\"212221\" data-has-transparency=\"false\" style=\"--dominant-color: #212221;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-29551\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/54e7cdf386018717dc29287ca8f2fcfd4a6a46.jpg\" width=\"582\" height=\"694\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/54e7cdf386018717dc29287ca8f2fcfd4a6a46.jpg 582w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/54e7cdf386018717dc29287ca8f2fcfd4a6a46-252x300.jpg 252w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/54e7cdf386018717dc29287ca8f2fcfd4a6a46-126x150.jpg 126w\" sizes=\"auto, (max-width: 582px) 100vw, 582px\" \/><\/p>\n<p><img data-dominant-color=\"222221\" data-has-transparency=\"false\" style=\"--dominant-color: #222221;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-29552\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/090f5c4983db8671a78655482dd1d0443acf15.jpg\" width=\"597\" height=\"621\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/090f5c4983db8671a78655482dd1d0443acf15.jpg 597w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/090f5c4983db8671a78655482dd1d0443acf15-288x300.jpg 288w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/090f5c4983db8671a78655482dd1d0443acf15-144x150.jpg 144w\" sizes=\"auto, (max-width: 597px) 100vw, 597px\" \/><\/p>\n<p><img data-dominant-color=\"222222\" data-has-transparency=\"false\" style=\"--dominant-color: #222222;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-29553\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/e64e21f070bc00b1b532697ea61ab606e6e9fc.jpg\" width=\"606\" height=\"450\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/e64e21f070bc00b1b532697ea61ab606e6e9fc.jpg 606w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/e64e21f070bc00b1b532697ea61ab606e6e9fc-300x223.jpg 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/e64e21f070bc00b1b532697ea61ab606e6e9fc-150x111.jpg 150w\" sizes=\"auto, (max-width: 606px) 100vw, 606px\" \/><\/p>\n<h3>\u771f\u5b9e\u9700\u6c42\u6f14\u793a\uff1a<\/h3>\n<p>\u6211\u627e\u4e86\u4e2a\u9700\u6c42\uff0c\u5982\u4e0b\u56fe\uff1a<\/p>\n<p><img data-dominant-color=\"c8c9ca\" data-has-transparency=\"false\" style=\"--dominant-color: #c8c9ca;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-29554\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/d58b6f1936fd12ccee4876d77d92310b0762db.png\" width=\"843\" height=\"541\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/d58b6f1936fd12ccee4876d77d92310b0762db.png 843w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/d58b6f1936fd12ccee4876d77d92310b0762db-300x193.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/d58b6f1936fd12ccee4876d77d92310b0762db-150x96.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/d58b6f1936fd12ccee4876d77d92310b0762db-768x493.png 768w\" sizes=\"auto, (max-width: 843px) 100vw, 843px\" \/><\/p>\n<p>\u4e0d\u4f7f\u7528\u6280\u80fd\uff0cAI\u7406\u89e3\u7684\u9700\u6c42\uff1a<\/p>\n<p><img data-dominant-color=\"2a2a2a\" data-has-transparency=\"false\" style=\"--dominant-color: #2a2a2a;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-29555\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/57c0ef606e04f338473350824e2792b9f8d3d5.png\" width=\"617\" height=\"553\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/57c0ef606e04f338473350824e2792b9f8d3d5.png 617w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/57c0ef606e04f338473350824e2792b9f8d3d5-300x269.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/57c0ef606e04f338473350824e2792b9f8d3d5-150x134.png 150w\" sizes=\"auto, (max-width: 617px) 100vw, 617px\" \/><\/p>\n<p>\u4f7f\u7528\u6280\u80fd\uff0cAI\u7406\u89e3\u7684\u9700\u6c42\uff0c\u5e76\u751f\u6210\u7684\u63d0\u793a\u8bcd\uff1a<\/p>\n<p><img data-dominant-color=\"2d2d2d\" data-has-transparency=\"false\" style=\"--dominant-color: #2d2d2d;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-29556\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/1196501921d88b16dae665278ea5f2af4ef6dc.png\" width=\"595\" height=\"380\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/1196501921d88b16dae665278ea5f2af4ef6dc.png 595w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/1196501921d88b16dae665278ea5f2af4ef6dc-300x192.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/1196501921d88b16dae665278ea5f2af4ef6dc-150x96.png 150w\" sizes=\"auto, (max-width: 595px) 100vw, 595px\" \/><\/p>\n<p><img data-dominant-color=\"252626\" data-has-transparency=\"false\" style=\"--dominant-color: #252626;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-29557\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/f28af7064c088e72d2d156ab44a3fcd71431ba.png\" width=\"587\" height=\"538\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/f28af7064c088e72d2d156ab44a3fcd71431ba.png 587w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/f28af7064c088e72d2d156ab44a3fcd71431ba-300x275.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/f28af7064c088e72d2d156ab44a3fcd71431ba-150x137.png 150w\" sizes=\"auto, (max-width: 587px) 100vw, 587px\" \/><\/p>\n<p><img data-dominant-color=\"292a2a\" data-has-transparency=\"false\" style=\"--dominant-color: #292a2a;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-29558\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/126c57134eb29283430109298ad0f502a44b1b.png\" width=\"815\" height=\"673\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/126c57134eb29283430109298ad0f502a44b1b.png 815w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/126c57134eb29283430109298ad0f502a44b1b-300x248.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/126c57134eb29283430109298ad0f502a44b1b-150x124.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/126c57134eb29283430109298ad0f502a44b1b-768x634.png 768w\" sizes=\"auto, (max-width: 815px) 100vw, 815px\" \/><\/p>\n<p><img data-dominant-color=\"2b292a\" data-has-transparency=\"false\" style=\"--dominant-color: #2b292a;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-29559\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/d5e4de583513d08661f91347e78123578dba55.png\" width=\"860\" height=\"339\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/d5e4de583513d08661f91347e78123578dba55.png 860w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/d5e4de583513d08661f91347e78123578dba55-300x118.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/d5e4de583513d08661f91347e78123578dba55-150x59.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/d5e4de583513d08661f91347e78123578dba55-768x303.png 768w\" sizes=\"auto, (max-width: 860px) 100vw, 860px\" \/><\/p>\n<p>\u4ece\u4e0a\u8ff0\u7684\u63d0\u793a\u8bcd\u53ef\u4ee5\u770b\u51fa\u6765\uff0c\u53ea\u6709\u4f60\u8865\u5145\u4e00\u4e0b\u63a5\u53e3\u548c\u76f8\u5173\u7684\u6570\u636e\u679a\u4e3e\u503c\uff0c\u90a3\u4e48\u8fd9\u4e2a\u751f\u6210\u7684\u63d0\u793a\u8bcd\u5c31\u662f\u4f60\u672c\u6b21\u9700\u6c42\u5f00\u53d1\u7684\u5f00\u53d1\u6587\u6863\u3002<\/p>\n<p>\u4f60\u4e0d\u9700\u8981\u5199\u592a\u591a\u7684\u9700\u6c42\u63cf\u8ff0\u3002\u53ea\u9700\u8981\u8865\u5145\u4e00\u4e0b\uff0c\u8fd9\u6837\u7684\u63d0\u793a\u8bcd\u5c31\u662f\u771f\u5b9e\u9700\u6c42\u7684\u5f00\u53d1\u6587\u6863\u3002<\/p>\n<p>\u6211\u7684\u8fd9\u4e2a\u662f\u7f51\u4e0a\u627e\u7684\u622a\u56fe\uff0c\u5982\u679c\u662f\u771f\u5b9e\u7684\u9879\u76ee\u4e2d\uff0c\u63d0\u793a\u8bcd\u8fd8\u662f\u4f1a\u7ed9\u51fa\u7b26\u5408\u4f60\u5f53\u524d\u9879\u76ee\u7684\u9700\u6c42\u529f\u80fd\u63cf\u8ff0\u3002<\/p>\n<p>\u6240\u4ee5\u540e\u7eed\u5f00\u53d1\u5c31\u76f4\u63a5\u8ba9AI\u6839\u636e\u4f60\u7684\u63d0\u793a\u8bcd\u8fdb\u884c\u5f00\u53d1\u5c31\u53ef\u4ee5\u4e86\u3002<\/p>\n<p>\u771f\u6b63\u505a\u5230\u4e86\u4e00\u53e5\u8bdd\u5c31\u53ef\u4ee5\u5b8c\u6210\u6574\u4e2a\u9700\u6c42\u5f00\u53d1\u3002<\/p>\n<p>\u6848\u4f8b\u5c55\u793a\u7684\u529f\u80fd\uff0c\u6bd4\u8f83\u9002\u5408\u4e8c\u6b21\u8fed\u4ee3\u9879\u76ee\u3002\u5f53\u7136\u65b0\u7684\u9700\u6c42\u4e5f\u662f\u53ef\u4ee5\u7684\u3002<\/p>\n<h3>\u521b\u5efa\u8fc7\u7a0b\u56de\u987e<\/h3>\n<table class=\"data-table\" data-transient-attributes=\"class\" data-width=\"677px\">\n<colgroup data-id=\"c7104f7d-dZQlFn8c\">\n<col span=\"1\" width=\"225.667\" data-id=\"cd89ecb0-YjLZLya1\" \/>\n<col span=\"1\" width=\"225.667\" data-id=\"cd89ecb0-qlm5AKpD\" \/>\n<col span=\"1\" width=\"225.667\" data-id=\"cd89ecb0-mj5a7gs8\" \/><\/colgroup>\n<tbody data-id=\"t6d5e859-G7FKF9bk\">\n<tr data-id=\"t31e458f-bBLFTOpJ\">\n<td data-id=\"t6267798-dykkzdO3\" data-transient-attributes=\"table-cell-selection\">\u6b65\u9aa4<\/td>\n<td data-id=\"t6267798-xSc3zbEu\" data-transient-attributes=\"table-cell-selection\">\u505a\u4e86\u4ec0\u4e48<\/td>\n<td class=\"table-last-row\" data-id=\"t6267798-a4Gbu45h\" data-transient-attributes=\"table-cell-selection\">\u5173\u952e\u4ea7\u51fa<\/td>\n<\/tr>\n<tr data-id=\"t31e458f-lmZARTAF\">\n<td data-id=\"t238c116-mlKpJWEV\" data-transient-attributes=\"table-cell-selection\">1<\/td>\n<td data-id=\"t6267798-FN8x1Xpu\" data-transient-attributes=\"table-cell-selection\">\u56de\u987e\u5386\u53f2\u8bf7\u6c42\uff0c\u8bc6\u522b\u4efb\u52a1\u7c7b\u578b<\/td>\n<td class=\"table-last-row\" data-id=\"t6267798-R92qx4b0\" data-transient-attributes=\"table-cell-selection\">8 \u79cd\u7c7b\u578b\u5206\u7c7b<\/td>\n<\/tr>\n<tr data-id=\"t31e458f-YlZ189Uk\">\n<td data-id=\"t238c116-alOL2Al7\" data-transient-attributes=\"table-cell-selection\">2<\/td>\n<td data-id=\"t6267798-CpvDeFa0\" data-transient-attributes=\"table-cell-selection\">\u5b9a\u4e49\u89e6\u53d1\u8fb9\u754c<\/td>\n<td class=\"table-last-row\" data-id=\"t6267798-HGF6xw8q\" data-transient-attributes=\"table-cell-selection\">trigger + trigger_negation<\/td>\n<\/tr>\n<tr data-id=\"t31e458f-c3G0n450\">\n<td data-id=\"t238c116-1LJ1sMqk\" data-transient-attributes=\"table-cell-selection\">3<\/td>\n<td data-id=\"t6267798-kaa2IH4P\" data-transient-attributes=\"table-cell-selection\">\u8bbe\u8ba1 Input Contract<\/td>\n<td class=\"table-last-row\" data-id=\"t6267798-cfTYIYBY\" data-transient-attributes=\"table-cell-selection\">8 \u79cd\u7c7b\u578b\u7684\u5fc5\u586b\u5b57\u6bb5\u8868<\/td>\n<\/tr>\n<tr data-id=\"t31e458f-6zk5Yila\">\n<td data-id=\"t238c116-siXH823Q\" data-transient-attributes=\"table-cell-selection\">4<\/td>\n<td data-id=\"t6267798-JM0Det8T\" data-transient-attributes=\"table-cell-selection\">\u8bbe\u8ba1\u8ffd\u95ee\u673a\u5236<\/td>\n<td class=\"table-last-row\" data-id=\"t6267798-WrReME8f\" data-transient-attributes=\"table-cell-selection\">\u8ffd\u95ee\u89c4\u5219 + \u793a\u4f8b<\/td>\n<\/tr>\n<tr data-id=\"t31e458f-Z14eo08n\">\n<td data-id=\"t238c116-i7dIY2no\" data-transient-attributes=\"table-cell-selection\">5<\/td>\n<td data-id=\"t6267798-T4nKWMWx\" data-transient-attributes=\"table-cell-selection\">\u8bbe\u8ba1\u6682\u505c\u68c0\u67e5\u70b9<\/td>\n<td class=\"table-last-row\" data-id=\"t6267798-z9Ap7jp2\" data-transient-attributes=\"table-cell-selection\">3 \u4e2a\u6682\u505c\u573a\u666f<\/td>\n<\/tr>\n<tr data-id=\"t31e458f-JecdFMGs\">\n<td data-id=\"t238c116-jn7dDVKE\" data-transient-attributes=\"table-cell-selection\">6<\/td>\n<td data-id=\"t6267798-APXtkd9e\" data-transient-attributes=\"table-cell-selection\">\u7f16\u5199 SKILL.md<\/td>\n<td class=\"table-last-row\" data-id=\"t6267798-VXgd2IvB\" data-transient-attributes=\"table-cell-selection\">\u5b8c\u6574\u6280\u80fd\u5b9a\u4e49<\/td>\n<\/tr>\n<tr data-id=\"t31e458f-EP3gw3Xm\">\n<td data-id=\"t238c116-qPrrcOmM\" data-transient-attributes=\"table-cell-selection\">7<\/td>\n<td data-id=\"t6267798-8Q9cHTTB\" data-transient-attributes=\"table-cell-selection\">\u7f16\u5199 test-prompts.json<\/td>\n<td class=\"table-last-row\" data-id=\"t6267798-c09hGBQu\" data-transient-attributes=\"table-cell-selection\">8 \u4e2a\u6d4b\u8bd5\u7528\u4f8b<\/td>\n<\/tr>\n<tr data-id=\"t31e458f-Mgq3FGVW\">\n<td data-id=\"t238c116-9vC8suBr\" data-transient-attributes=\"table-cell-selection\">8<\/td>\n<td data-id=\"t6267798-tnc1veQC\" data-transient-attributes=\"table-cell-selection\">\u5efa\u7acb Baseline<\/td>\n<td class=\"table-last-row\" data-id=\"t6267798-F9IDYeBG\" data-transient-attributes=\"table-cell-selection\">14\/14 passing (100%)<\/td>\n<\/tr>\n<tr data-id=\"t31e458f-7PZH5zMF\">\n<td data-id=\"t238c116-hyp1snbZ\" data-transient-attributes=\"table-cell-selection\">9<\/td>\n<td data-id=\"t6267798-SboYW7Ps\" data-transient-attributes=\"table-cell-selection\">\u8bbe\u7f6e skill-issues.jsonl<\/td>\n<td class=\"table-last-row\" data-id=\"t6267798-v9bDD9y0\" data-transient-attributes=\"table-cell-selection\">\u95ee\u9898\u8bb0\u5f55\u673a\u5236<\/td>\n<\/tr>\n<tr data-id=\"t31e458f-ksMRMzsP\">\n<td class=\"table-last-column\" data-id=\"t238c116-UHFZIbpI\" data-transient-attributes=\"table-cell-selection\">10<\/td>\n<td class=\"table-last-column\" data-id=\"t6267798-r19NrGk4\" data-transient-attributes=\"table-cell-selection\">\u811a\u624b\u67b6\u9a8c\u8bc1<\/td>\n<td class=\"table-last-column table-last-row\" data-id=\"t6267798-k8jWPMzL\" data-transient-attributes=\"table-cell-selection\">PASS<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>\u5173\u952e\u8981\u70b9<\/h3>\n<p>1.<strong>\u4efb\u52a1\u5206\u7c7b\u662f\u8d77\u70b9<\/strong>\uff1a\u4e0d\u6e05\u695a\u4efb\u52a1\u7c7b\u578b\uff0c\u5c31\u65e0\u6cd5\u8bbe\u8ba1 Input Contract<\/p>\n<p>2.<strong>\u5fc5\u586b\u5b57\u6bb5\u662f\u6838\u5fc3<\/strong>\uff1a\u4fe1\u606f\u4e0d\u8db3\u5c31\u65e0\u6cd5\u751f\u6210\u6709\u6548\u8f93\u51fa<\/p>\n<p>3.<strong>\u8ffd\u95ee\u662f\u4ea4\u4e92\u8bbe\u8ba1<\/strong>\uff1a\u7f3a\u5931\u4fe1\u606f\u5fc5\u987b\u8ffd\u95ee\uff0c\u4e0d\u80fd\u5047\u8bbe<\/p>\n<p>4.<strong>Baseline \u662f\u951a\u70b9<\/strong>\uff1a\u7b2c\u4e00\u6b21\u8dd1 Eval \u7684\u7ed3\u679c\uff0c\u662f\u540e\u7eed\u8fed\u4ee3\u7684\u57fa\u7ebf<\/p>\n<p>5.<strong>\u95ee\u9898\u6c60\u662f\u8fed\u4ee3\u57fa\u7840<\/strong>\uff1askill-issues.jsonl \u8bb0\u5f55\u53d1\u73b0\u7684\u95ee\u9898\uff0c\u540e\u7eed\u8f6c\u5316\u4e3a Eval<\/p>\n<h2>\u9644\u8d60\u8d44\u4ea7<\/h2>\n<table class=\"data-table\" data-transient-attributes=\"class\" data-width=\"677px\">\n<colgroup data-id=\"c7104f7d-YvhYME3j\">\n<col span=\"1\" width=\"225.667\" data-id=\"cd89ecb0-TjyEsm3i\" \/>\n<col span=\"1\" width=\"225.667\" data-id=\"cd89ecb0-NYpKsm2x\" \/>\n<col span=\"1\" width=\"225.667\" data-id=\"cd89ecb0-7Rz63WxJ\" \/><\/colgroup>\n<tbody data-id=\"t6d5e859-VS5g6LTO\">\n<tr data-id=\"t31e458f-0NeGsvE5\">\n<td data-id=\"t6267798-yctX4jXz\" data-transient-attributes=\"table-cell-selection\">\u8d44\u4ea7<\/td>\n<td data-id=\"t6267798-lbBBJJOZ\" data-transient-attributes=\"table-cell-selection\">\u8bf4\u660e<\/td>\n<td class=\"table-last-row\" data-id=\"t6267798-rhb4abYp\" data-transient-attributes=\"table-cell-selection\">\u83b7\u53d6\u65b9\u5f0f<\/td>\n<\/tr>\n<tr data-id=\"t31e458f-TrsDh6ct\">\n<td data-id=\"t6267798-Ki11o1Eq\" data-transient-attributes=\"table-cell-selection\"><strong>\u5b8c\u6574 SKILL.md<\/strong><\/td>\n<td data-id=\"t6267798-49Hi8mLZ\" data-transient-attributes=\"table-cell-selection\">frontend-dev-prompt-craft \u5b8c\u6574\u6280\u80fd\u5b9a\u4e49<\/td>\n<td class=\"table-last-row\" data-id=\"t6267798-yCwT3eHi\" data-transient-attributes=\"table-cell-selection\">GitHub\u94fe\u63a5<\/td>\n<\/tr>\n<tr data-id=\"t31e458f-N591NxzG\">\n<td data-id=\"t6267798-7WnmAWEv\" data-transient-attributes=\"table-cell-selection\"><strong>\u5b8c\u6574 test-prompts.json<\/strong><\/td>\n<td data-id=\"t6267798-lwMmUJz4\" data-transient-attributes=\"table-cell-selection\">8 \u4e2a\u6d4b\u8bd5\u7528\u4f8b\u5b8c\u6574\u5185\u5bb9<\/td>\n<td class=\"table-last-row\" data-id=\"t6267798-uU0nazaj\" data-transient-attributes=\"table-cell-selection\">GitHub\u94fe\u63a5<\/td>\n<\/tr>\n<tr data-id=\"t31e458f-cfgap9yS\">\n<td class=\"table-last-column\" data-id=\"t6267798-9n0nWznr\" data-transient-attributes=\"table-cell-selection\"><strong>skill-issues \u6a21\u677f<\/strong><\/td>\n<td class=\"table-last-column\" data-id=\"t6267798-1Gatzt8V\" data-transient-attributes=\"table-cell-selection\">\u95ee\u9898\u8bb0\u5f55 JSONL \u683c\u5f0f\u6a21\u677f<\/td>\n<td class=\"table-last-column table-last-row\" data-id=\"t6267798-8QNHYwXc\" data-transient-attributes=\"table-cell-selection\">\u89c1\u4e0b\u65b9<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>skill-issues.jsonl \u6a21\u677f<\/h3>\n<div>\n<div class=\"hljs-cto\">\n<div class=\"hljs-cto\"><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_12\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-plain\" tabindex=\"0\"><code class=\"language-plain\">{\"date\":\"YYYY-MM-DD\",\"skill\":\"SKILL_NAME\",\"task_type\":\"TYPE\",\"symptom\":\"\u95ee\u9898\u63cf\u8ff0\",\"expected\":\"\u671f\u671b\u884c\u4e3a\",\"severity\":\"high\/medium\/low\",\"source\":\"\u9996\u6b21\u4f7f\u7528\/\u8fed\u4ee3\u53d1\u73b0\/\u7528\u6237\u53cd\u9988\",\"converted_to_eval\":false,\"eval_id\":null,\"status\":\"open\/resolved\/converted\"}<\/code><\/pre>\n<ul id=\"code_id_12\" class=\"pre-numbering\">\n<li>1.<\/li>\n<\/ul>\n<div class=\"toolbar\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<h2>\u6838\u5fc3\u7ed3\u8bba\uff1a\u4ece&#8221;\u51ed\u611f\u89c9&#8221;\u5230&#8221;\u6709\u7ae0\u6cd5&#8221;<\/h2>\n<p>\u8fd9\u7bc7\u6587\u7ae0\u8d70\u5b8c\u4e86\u4e00\u4e2a Skill \u4ece 0 \u5230 1 \u7684\u5b8c\u6574\u751f\u547d\u5468\u671f\u3002<\/p>\n<p>\u56de\u5934\u6765\u770b\uff0cSkill \u5de5\u7a0b\u5316\u7684\u6838\u5fc3\u4e0d\u5728\u4e8e\u5de5\u5177\u6216\u683c\u5f0f\uff0c\u800c\u5728\u4e8e<strong>\u601d\u7ef4\u65b9\u5f0f\u7684\u8f6c\u53d8<\/strong>\uff1a<\/p>\n<table class=\"data-table\" data-transient-attributes=\"class\" data-width=\"677px\">\n<colgroup data-id=\"c7104f7d-DbGBBMPW\">\n<col span=\"1\" width=\"338.5\" data-id=\"cd89ecb0-HenxqRGz\" \/>\n<col span=\"1\" width=\"338.5\" data-id=\"cd89ecb0-UyBhPFzf\" \/><\/colgroup>\n<tbody data-id=\"t6d5e859-uFPkEd9Y\">\n<tr data-id=\"t31e458f-g7fNdspv\">\n<td data-id=\"t6267798-g7x7mOEh\" data-transient-attributes=\"table-cell-selection\">\u4f20\u7edf\u505a\u6cd5<\/td>\n<td class=\"table-last-row\" data-id=\"t6267798-4MpQR8fw\" data-transient-attributes=\"table-cell-selection\">\u5de5\u7a0b\u5316\u505a\u6cd5<\/td>\n<\/tr>\n<tr data-id=\"t31e458f-UcmErDiw\">\n<td data-id=\"t6267798-RfwR2eOc\" data-transient-attributes=\"table-cell-selection\">\u201c\u6211\u89c9\u5f97 AI \u5e94\u8be5\u61c2\u201d<\/td>\n<td class=\"table-last-row\" data-id=\"t6267798-lPad9IT2\" data-transient-attributes=\"table-cell-selection\">\u660e\u786e\u5b9a\u4e49 8 \u79cd\u4efb\u52a1\u7c7b\u578b<\/td>\n<\/tr>\n<tr data-id=\"t31e458f-5qNZd6ID\">\n<td data-id=\"t6267798-5L1B0f94\" data-transient-attributes=\"table-cell-selection\">\u201c\u5199\u8d8a\u957f\u8d8a\u597d\u201d<\/td>\n<td class=\"table-last-row\" data-id=\"t6267798-JChD5nOc\" data-transient-attributes=\"table-cell-selection\">\u5fc5\u586b\u5b57\u6bb5 = \u4fe1\u606f\u4e0d\u8db3\u5c31\u65e0\u6cd5\u751f\u6210\u7684\u5b57\u6bb5<\/td>\n<\/tr>\n<tr data-id=\"t31e458f-JicsuT26\">\n<td data-id=\"t6267798-nlfvtHv9\" data-transient-attributes=\"table-cell-selection\">\u201c\u51fa\u4e86\u95ee\u9898\u518d\u8bf4\u201d<\/td>\n<td class=\"table-last-row\" data-id=\"t6267798-BAYo0LTg\" data-transient-attributes=\"table-cell-selection\">Baseline + Eval \u63d0\u524d\u62e6\u622a\u9000\u5316<\/td>\n<\/tr>\n<tr data-id=\"t31e458f-WFfr75xX\">\n<td class=\"table-last-column\" data-id=\"t6267798-AA9c4yE9\" data-transient-attributes=\"table-cell-selection\">\u201c\u51ed\u7ecf\u9a8c\u8fed\u4ee3\u201d<\/td>\n<td class=\"table-last-column table-last-row\" data-id=\"t6267798-EUHCcVJp\" data-transient-attributes=\"table-cell-selection\">skill-issues.jsonl \u8bb0\u5f55 \u2192 \u8f6c\u5316\u4e3a\u6d4b\u8bd5\u7528\u4f8b<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><strong>\u4e94\u4e2a\u5173\u952e\u8ba4\u77e5\uff1a<\/strong><\/p>\n<p>1.<strong>\u4efb\u52a1\u5206\u7c7b\u662f\u8d77\u70b9<\/strong>\u2014\u2014\u4e0d\u6e05\u695a AI \u8981\u5904\u7406\u4ec0\u4e48\u7c7b\u578b\u7684\u8bf7\u6c42\uff0c\u5c31\u65e0\u6cd5\u8bbe\u8ba1\u6709\u6548\u7684 Input Contract<\/p>\n<p>2.<strong>\u5fc5\u586b\u5b57\u6bb5\u662f\u6838\u5fc3<\/strong>\u2014\u2014\u6bcf\u4e2a\u5b57\u6bb5\u80cc\u540e\u90fd\u5e94\u8be5\u662f&#8221;\u7f3a\u5931\u5c31\u65e0\u6cd5\u5de5\u4f5c&#8221;\u7684\u771f\u5b9e\u573a\u666f\uff0c\u800c\u4e0d\u662f&#8221;\u53ef\u80fd\u6709\u7528&#8221;\u7684\u60f3\u8c61<\/p>\n<p>3.<strong>\u8ffd\u95ee\u662f\u4ea4\u4e92\u8bbe\u8ba1\u7684\u7075\u9b42<\/strong>\u2014\u2014AI \u4e0d\u5e94\u8be5\u731c\u6d4b\uff0c\u7f3a\u5931\u4fe1\u606f\u5fc5\u987b\u8ffd\u95ee\uff0c\u8fd9\u662f Skill \u4e0e\u7528\u6237\u4e4b\u95f4\u7684\u5951\u7ea6<\/p>\n<p>4.<strong>Baseline \u662f\u8fed\u4ee3\u7684\u951a\u70b9<\/strong>\u2014\u2014\u7b2c\u4e00\u6b21\u8dd1 Eval \u7684 100% \u4e0d\u662f\u7ec8\u70b9\uff0c\u800c\u662f\u540e\u7eed\u6240\u6709\u4fee\u6539\u7684&#8221;\u9000\u5316\u68c0\u6d4b\u7ebf&#8221;<\/p>\n<p>5.<strong>\u95ee\u9898\u6c60\u662f\u6301\u7eed\u8fdb\u5316\u7684\u57fa\u7840<\/strong>\u2014\u2014skill-issues.jsonl \u4e0d\u662f\u6446\u8bbe\uff0c\u6bcf\u4e2a open \u7684\u95ee\u9898\u90fd\u5e94\u8be5\u5728\u4e0b\u4e00\u6b21\u8fed\u4ee3\u4e2d\u8f6c\u5316\u4e3a Eval \u6216\u4fee\u590d<\/p>\n<p><strong>\u6700\u540e\u7684\u8bdd\uff1a<\/strong><\/p>\n<p>\u8fd9\u4e2a\u00a0<code>frontend-dev-prompt-craft<\/code>\u00a0Skill \u672c\u8d28\u4e0a\u662f\u6211\u5dee\u4e0d\u591a\u4e24\u5e74\u65f6\u95f4\u7684 AI \u7f16\u7a0b\u7ecf\u9a8c\u7684&#8221;\u6570\u5b57\u5316\u8eab&#8221;\u3002<\/p>\n<p>\u5b83\u4e0d\u662f\u51ed\u7a7a\u8bbe\u8ba1\u51fa\u6765\u7684\uff0c\u800c\u662f\u4ece 100+ \u6b21\u771f\u5b9e\u8bf7\u6c42\u4e2d\u63d0\u70bc\u3001\u4ece\u53cd\u590d\u8e29\u5751\u4e2d\u603b\u7ed3\u3001\u4ece Eval \u9a8c\u8bc1\u4e2d\u6253\u78e8\u51fa\u6765\u7684\u3002<\/p>\n<p>Skill \u5de5\u7a0b\u5316\u4e0d\u662f&#8221;\u5199\u5b8c\u5c31\u7ed3\u675f&#8221;\uff0c\u800c\u662f&#8221;\u53d1\u5e03\u624d\u5f00\u59cb&#8221;\u3002<\/p>\n<p>\u771f\u6b63\u7684\u4ef7\u503c\u5728\u4e8e\u540e\u7eed\u7684\u6301\u7eed\u8fed\u4ee3\uff1a<\/p>\n<p>\u6bcf\u6b21\u53d1\u73b0\u95ee\u9898 \u2192 \u8bb0\u5f55\u5230 issues \u2192 \u8f6c\u5316\u4e3a Eval \u2192 \u4fee\u6539 SKILL.md \u2192 \u9a8c\u8bc1\u4e0d\u9000\u5316\u3002<\/p>\n<p>\u8fd9\u4e2a\u95ed\u73af\u8dd1\u8d77\u6765\u4e4b\u540e\uff0c\u4f60\u7684 Skill \u624d\u4f1a\u771f\u6b63\u6210\u4e3a\u56e2\u961f\u7684&#8221;\u96c6\u4f53\u667a\u6167\u6c89\u6dc0&#8221;\u3002<\/p>\n<blockquote><p><strong>\u597d\u7684 Skill \u4e0d\u662f\u5199\u51fa\u6765\u7684\uff0c\u662f&#8221;\u517b&#8221;\u51fa\u6765\u7684\u3002<\/strong><\/p>\n<p>\u6587\u7ae0\u6765\u81ea\uff1a51CTO<\/p><\/blockquote>\n<\/div>\n<\/div>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_29545\" class=\"pvc_stats total_only  \" data-element-id=\"29545\" style=\"\"><i 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