{"id":20910,"date":"2026-06-24T10:02:16","date_gmt":"2026-06-24T02:02:16","guid":{"rendered":"https:\/\/92it.top\/?p=20910"},"modified":"2026-06-24T10:02:16","modified_gmt":"2026-06-24T02:02:16","slug":"%e6%af%8f%e5%a4%a9%e5%90%83%e9%80%8f%e4%b8%80%e4%b8%aa-ai-%e7%9f%a5%e8%af%86%e7%82%b9-%e5%be%aa%e7%8e%af%e5%b7%a5%e7%a8%8b%ef%bc%88loop-engineering%ef%bc%89","status":"publish","type":"post","link":"https:\/\/92it.top\/?p=20910","title":{"rendered":"\u6bcf\u5929\u5403\u900f\u4e00\u4e2a AI \u77e5\u8bc6\u70b9 \u2014\u2014 \u5faa\u73af\u5de5\u7a0b\uff08Loop Engineering\uff09"},"content":{"rendered":"\n<p><\/p>\n\n\n\n<p>\u8f6c\u8f7d\uff1a\u5c0f\u7ea2\u4e66 AI\u4ea7\u54c1\u8d75\u54e5<\/p>\n\n\n\n<p><strong>\u524d\u8a00\ud83d\udd16<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u4eca\u5929\uff0c\u54b1\u4eec\u8981\u804a\u4e00\u4e2a\u6700\u8fd1\u6bd4\u8f83\u70ed\u7684\u6982\u5ff5 \u2014\u2014 \u5faa\u73af\u5de5\u7a0b\uff08Loop 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srcset=\"https:\/\/92it.top\/wp-content\/uploads\/2026\/06\/\u56fe\u7247-39.png 980w, https:\/\/92it.top\/wp-content\/uploads\/2026\/06\/\u56fe\u7247-39-300x135.png 300w, https:\/\/92it.top\/wp-content\/uploads\/2026\/06\/\u56fe\u7247-39-768x346.png 768w, https:\/\/92it.top\/wp-content\/uploads\/2026\/06\/\u56fe\u7247-39-830x374.png 830w, https:\/\/92it.top\/wp-content\/uploads\/2026\/06\/\u56fe\u7247-39-230x104.png 230w, https:\/\/92it.top\/wp-content\/uploads\/2026\/06\/\u56fe\u7247-39-350x158.png 350w, https:\/\/92it.top\/wp-content\/uploads\/2026\/06\/\u56fe\u7247-39-480x216.png 480w\" sizes=\"(max-width: 980px) 100vw, 980px\" \/><\/figure><\/div>\n\n\n<p>\u770b\u51fa\u53d8\u5316\u4e86\u5417\uff1f\u91cd\u70b9\u4ece &#8220;\u63d0\u793a AI&#8221; \u53d8\u6210\u4e86 &#8220;\u8bbe\u8ba1\u5faa\u73af&#8221;\u3002\u542c\u8d77\u6765\u6709\u70b9\u7384\uff1f \u8fd9\u7bc7\u6587\u7ae0\u5c31\u628a &#8220;\u5faa\u73af\u5de5\u7a0b&#8221; 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has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u4e00\u4e2a\u6210\u719f\u7684\u5faa\u73af\u7cfb\u7edf\uff0c\u7531\u4e94\u5927\u6838\u5fc3\u8f66\u95f4\u548c\u4e00\u6761\u8d2f\u7a7f\u59cb\u7ec8\u7684\u751f\u547d\u7ebf\u7ec4\u6210\u3002<\/p>\n\n\n\n<ol>\n<li>\u81ea\u52a8\u5316\u8f66\u95f4\uff08\u5b9a\u65f6\u4efb\u52a1\uff09\uff1a\u5de5\u5382\u7684\u52a8\u529b\u5fc3\u810f\uff0c\u786e\u4fdd\u751f\u4ea7\u6c38\u4e0d\u505c\u6b47\u3002<\/li>\n\n\n\n<li>\u9694\u79bb\u751f\u4ea7\u533a\uff08WorkTree\uff09\uff1a\u4e3a\u6bcf\u4e2a\u4efb\u52a1\u63d0\u4f9b\u72ec\u7acb\u5de5\u4f4d\uff0c\u9632\u6b62\u4ea4\u53c9\u6c61\u67d3\u3002<\/li>\n\n\n\n<li>\u6280\u80fd\u57f9\u8bad\u4e2d\u5fc3\uff08Skills\uff09\uff1a\u7ed9\u673a\u5668\u4eba\u8fdb\u884c\u5c97\u524d\u57f9\u8bad\uff0c\u8ba9\u5b83\u4eec\u6210\u4e3a\u4e13\u5bb6\u3002<\/li>\n\n\n\n<li>\u7269\u6d41\u4e0e\u5916\u90e8\u63a5\u53e3\uff08MCP\uff09\uff1a\u8fde\u63a5\u5de5\u5382\u5185\u5916\uff0c\u6253\u901a\u4fe1\u606f\u548c\u7269\u6599\u6d41\u3002<\/li>\n\n\n\n<li>\u591a\u89d2\u8272\u56e2\u961f\uff08Sub-Agent\uff09\uff1a\u7ec4\u5efa\u4e13\u5bb6\u5c0f\u7ec4\uff0c\u5b9e\u73b0\u751f\u4ea7\u4e0e\u8d28\u68c0\u5206\u79bb\u3002\u4ee5\u53ca\u90a3\u6761\u81f3\u5173\u91cd\u8981\u7684\u751f\u547d\u7ebf\uff1a<\/li>\n\n\n\n<li>\u4e2d\u592e\u6570\u636e\u5e93 \/ \u751f\u4ea7\u65e5\u5fd7\uff08Memory\uff09\uff1a\u8bb0\u5f55\u4e00\u5207\uff0c\u8ba9\u5de5\u5382\u62e5\u6709\u957f\u671f\u8bb0\u5fc6\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u5c06\u9010\u4e00\u8d70\u8fdb\u6bcf\u4e2a\u8f66\u95f4\uff0c\u8be6\u7ec6\u8003\u5bdf\u5176\u529f\u80fd\u3001\u539f\u7406\u548c\u4ef7\u503c\u3002<\/p>\n\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>\ud83d\udd392.1 \u81ea\u52a8\u5316\u8f66\u95f4\uff1a\u5faa\u73af\u4efb\u52a1<\/strong><\/p>\n\n\n\n<p>\u8fd9\u662f\u5faa\u73af\u5de5\u7a0b\u7684\u8d77\u70b9\u3002\u5982\u679c\u6ca1\u6709\u81ea\u52a8\u5316\uff0c\u6240\u8c13\u7684 \u201c\u5faa\u73af\u201d \u5c31\u65e0\u4ece\u8c08\u8d77\uff0c\u6700\u591a\u53ea\u80fd\u7b97\u4e00\u6b21\u624b\u52a8\u89e6\u53d1\u7684\u6279\u5904\u7406\u4efb\u52a1\u3002<\/p>\n\n\n\n<p><strong>\u3010\u5b83\u662f\u4ec0\u4e48\uff1f\u3011<\/strong><\/p>\n\n\n\n<p>\u5faa\u73af\u4efb\u52a1\uff08Loop Task\uff09\uff0c\u672c\u8d28\u4e0a\u662f\u4e00\u4e2a\u8c03\u5ea6\u548c\u89e6\u53d1\u673a\u5236\u3002\u5b83\u50cf\u4e00\u4e2a\u8bbe\u5b9a\u597d\u7a0b\u5e8f\u7684\u603b\u5f00\u5173\uff0c\u6309\u7167\u9884\u5b9a\u7684\u89c4\u5219\uff0c\u81ea\u4e3b\u5730\u542f\u52a8\u3001\u76d1\u63a7\u548c\u7ba1\u7406\u4efb\u52a1\u3002<\/p>\n\n\n\n<p><strong>\u3010\u5de5\u4f5c\u539f\u7406\u8be6\u89e3\u3011<\/strong><\/p>\n\n\n\n<p>\u5728\u73b0\u4ee3 AI \u7f16\u7a0b\u5de5\u5177\u4e2d\uff0c\u81ea\u52a8\u5316\u901a\u5e38\u4ee5\u4ee5\u4e0b\u51e0\u79cd\u5f62\u5f0f\u5b58\u5728\uff1a<\/p>\n\n\n\n<ul>\n<li>\u5b9a\u65f6\u89e6\u53d1 (Time-based Triggers)\uff1a\u4f60\u53ef\u4ee5\u50cf\u8bbe\u7f6e\u95f9\u949f\u4e00\u6837\uff0c\u8bbe\u5b9a\u4e00\u4e2a\u4efb\u52a1\u5728\u7279\u5b9a\u7684\u65f6\u95f4\u70b9\u6216\u65f6\u95f4\u95f4\u9694\u6267\u884c\u3002\n<ul>\n<li>Cron Jobs\uff1a\u6700\u7ecf\u5178\u3001\u6700\u5f3a\u5927\u7684\u5b9a\u65f6\u4efb\u52a1\u3002\u4f60\u53ef\u4ee5\u7528 <code>\"0 9 * * 1-5\"<\/code> \u8fd9\u6837\u7684\u8868\u8fbe\u5f0f\uff0c\u6765\u5b9a\u4e49 \u201c\u5728\u6bcf\u5468\u4e00\u5230\u5468\u4e94\u7684\u65e9\u4e0a 9 \u70b9\u6574\u201d \u6267\u884c\u67d0\u4e2a\u4efb\u52a1\u3002\u8fd9\u5bf9\u4e8e\u65e5\u5e38\u62a5\u544a\u3001\u5b9a\u65f6\u6e05\u7406\u7b49\u4efb\u52a1\u975e\u5e38\u6709\u7528\u3002<\/li>\n\n\n\n<li>\u95f4\u9694\u5faa\u73af\uff08\/loop\uff09\uff1a\u4e00\u79cd\u66f4\u7b80\u5355\u7684\u5f62\u5f0f\uff0c\u6bd4\u5982 \u201c\u6bcf\u9694 30 \u5206\u949f\uff0c\u8fd0\u884c\u4e00\u6b21 @skill-check-new-issues\u201d\u3002\u8fd9\u79cd\u9ad8\u9891\u6b21\u7684\u8f6e\u8be2\uff0c\u9002\u5408\u9700\u8981\u5feb\u901f\u54cd\u5e94\u7684\u76d1\u63a7\u7c7b\u4efb\u52a1\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u4e8b\u4ef6\u89e6\u53d1 (Hooks)\uff1a\u4efb\u52a1\u4e0d\u518d\u662f\u76f2\u76ee\u5730\u6309\u65f6\u6267\u884c\uff0c\u800c\u662f\u5728\u67d0\u4e2a\u7279\u5b9a\u4e8b\u4ef6\u53d1\u751f\u65f6\u88ab\u5524\u9192\u3002\n<ul>\n<li>\u4ee3\u7801\u63d0\u4ea4\u94a9\u5b50 (Git Hooks)\uff1a\u4f8b\u5982\uff0c\u4f60\u53ef\u4ee5\u8bbe\u7f6e\u4e00\u4e2a post-commit \u94a9\u5b50\uff0c\u6bcf\u5f53\u4f60\u63d0\u4ea4\u4e00\u6b21\u4ee3\u7801\uff0c\u5c31\u81ea\u52a8\u89e6\u53d1\u4e00\u4e2a AI \u6765\u5e2e\u4f60\u68c0\u67e5\u63d0\u4ea4\u4fe1\u606f\u662f\u5426\u89c4\u8303\uff0c\u6216\u5bf9\u4f60\u4fee\u6539\u7684\u4ee3\u7801\u8fdb\u884c\u4e00\u6b21\u5feb\u901f\u9759\u6001\u5206\u6790\u3002<\/li>\n\n\n\n<li>CI\/CD \u6d41\u6c34\u7ebf\u96c6\u6210\uff1a\u8fd9\u662f\u4f01\u4e1a\u7ea7\u5e94\u7528\u4e2d\u6700\u5e38\u89c1\u7684\u5f62\u5f0f\u3002\u5728\u6301\u7eed\u96c6\u6210 \/ \u6301\u7eed\u4ea4\u4ed8\uff08CI\/CD\uff09\u7684\u6d41\u6c34\u7ebf\u4e2d\uff0c\u4f60\u53ef\u4ee5\u63d2\u5165\u4e00\u4e2a \u201cAI \u5ba1\u67e5\u201d \u8282\u70b9\u3002\u4f8b\u5982\uff0c\u5f53\u4e00\u4e2a PR \u7684\u81ea\u52a8\u5316\u6d4b\u8bd5\u5168\u90e8\u901a\u8fc7\u540e\uff0c\u81ea\u52a8\u89e6\u53d1\u4e00\u4e2a\u5faa\u73af\uff0c\u8ba9 AI \u5b50\u667a\u80fd\u4f53\u5bf9\u4ee3\u7801\u8fdb\u884c\u6df1\u5165\u7684\u903b\u8f91\u548c\u98ce\u683c\u5ba1\u67e5\u3002<\/li>\n\n\n\n<li>\u5916\u90e8\u670d\u52a1 Webhooks\uff1a\u5f53\u4f60\u5728 JIRA \u4e0a\u521b\u5efa\u4e00\u4e2a\u65b0\u7684 bug ticket \u65f6\uff0cJIRA \u53ef\u4ee5\u5411\u4f60\u7684\u5faa\u73af\u7cfb\u7edf\u53d1\u9001\u4e00\u4e2a Webhook \u901a\u77e5\uff0c\u7acb\u5373\u89e6\u53d1\u4e00\u4e2a \u201cBug \u5206\u6790\u548c\u590d\u73b0\u201d \u7684\u5faa\u73af\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p><strong>\u3010\u6838\u5fc3\u4ef7\u503c\u3011<\/strong><\/p>\n\n\n\n<p>\u81ea\u52a8\u5316\u7684\u6838\u5fc3\u4ef7\u503c\uff0c\u662f\u5c06 \u201c\u4eba\u627e\u4e8b\u201d \u7684\u6a21\u5f0f\uff0c\u5f7b\u5e95\u8f6c\u53d8\u4e3a \u201c\u4e8b\u627e\u4eba\u201d \u7684\u6a21\u5f0f\u3002\u5b83\u8ba9\u4f60\u7684\u5faa\u73af\u7cfb\u7edf\u62e5\u6709\u4e86\u4e3b\u52a8\u6027\u548c\u611f\u77e5\u80fd\u529b\uff0c\u80fd\u591f\u81ea\u4e3b\u5730\u53d1\u73b0\u5de5\u4f5c\uff0c\u800c\u4e0d\u662f\u88ab\u52a8\u5730\u7b49\u5f85\u4f60\u7684\u6307\u4ee4\u3002\u8fd9\u628a\u4f60\u4ece\u91cd\u590d\u6027\u7684\u68c0\u67e5\u5de5\u4f5c\u4e2d\u89e3\u653e\u51fa\u6765\uff0c\u8ba9\u4f60\u53ea\u9700\u5173\u6ce8\u7cfb\u7edf\u5904\u7406\u540e\u7684\u7ed3\u679c\u548c\u5f02\u5e38\u3002<\/p>\n\n\n\n<p>\u6b64\u5916\uff0c\u8fd8\u6709\u4e00\u4e2a\u9ad8\u7ea7\u7684\u81ea\u52a8\u5316\u539f\u8bed\u53eb <code>\/goal<\/code>\u3002\u5b83\u4ee3\u8868\u4e86<strong>\u76ee\u6807\u9a71\u52a8\u7684\u81ea\u52a8\u5316<\/strong>\u3002\u4f60\u4e0d\u518d\u544a\u8bc9 AI \u505a\u4ec0\u4e48\uff0c\u800c\u662f\u544a\u8bc9\u5b83<strong>\u4f60\u5e0c\u671b\u8fbe\u5230\u7684\u6700\u7ec8\u72b6\u6001\u662f\u4ec0\u4e48<\/strong>\u3002\u4f8b\u5982\uff0c\u76ee\u6807\u662f <code>.\/tests\/<\/code> \u76ee\u5f55\u4e0b\u7684\u4ee3\u7801\u8986\u76d6\u7387\u8fbe\u5230 90% \u4ee5\u4e0a\u3002AI \u4f1a\u542f\u52a8\u4e00\u4e2a\u6301\u7eed\u7684\u5faa\u73af\uff0c\u4e0d\u65ad\u5730\u7f16\u5199\u6d4b\u8bd5\u3001\u8fd0\u884c\u6d4b\u8bd5\u3001\u68c0\u67e5\u8986\u76d6\u7387\uff0c\u76f4\u5230\u8fd9\u4e2a\u76ee\u6807\u8fbe\u6210\u3002\u8fd9\u662f\u4e00\u79cd\u66f4\u9ad8\u7ef4\u5ea6\u7684\u81ea\u52a8\u5316\uff0c\u4ee3\u8868\u4e86\u5faa\u73af\u5de5\u7a0b\u7684\u672a\u6765\u65b9\u5411\u3002<\/p>\n\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>\ud83d\udd392.2 \u9694\u79bb\u751f\u4ea7\u533a\uff1a\u5de5\u4f5c\u6811 (Work Tree)<\/strong><\/p>\n\n\n\n<p>\u5f53\u4f60\u7684\u5de5\u5382\u5f00\u59cb\u9ad8\u901f\u8fd0\u8f6c\uff0c\u540c\u65f6\u5904\u7406\u51e0\u5341\u4e0a\u767e\u4e2a\u8ba2\u5355\uff08\u4efb\u52a1\uff09\u65f6\uff0c\u6df7\u4e71\u5c31\u6210\u4e86\u6700\u5927\u7684\u654c\u4eba\u3002\u60f3\u8c61\u4e00\u4e0b\uff0c\u4e24\u4e2a\u673a\u5668\u4eba\u5728\u540c\u4e00\u4e2a\u5de5\u4f5c\u53f0\u4e0a\u52a0\u5de5\u4e0d\u540c\u7684\u96f6\u4ef6\uff0c\u7ed3\u679c\u5fc5\u7136\u662f\u4e92\u76f8\u5e72\u6270\uff0c\u751a\u81f3\u5bfc\u81f4\u751f\u4ea7\u4e8b\u6545\u3002<\/p>\n\n\n\n<p><strong>\u3010\u5b83\u662f\u4ec0\u4e48\uff1f\u3011<\/strong><\/p>\n\n\n\n<p>\u5de5\u4f5c\u6811\uff08Worktrees\uff09\uff0c\u662f Git \u7248\u672c\u63a7\u5236\u7cfb\u7edf\u63d0\u4f9b\u7684\u4e00\u79cd\u9ad8\u7ea7\u529f\u80fd\uff0c\u5141\u8bb8\u4f60\u4ece\u540c\u4e00\u4e2a\u4ee3\u7801\u4ed3\u5e93\u4e2d\uff0c\u540c\u65f6\u68c0\u51fa\u591a\u4e2a\u4e0d\u540c\u7684\u5206\u652f\u5230\u7269\u7406\u4e0a\u76f8\u4e92\u9694\u79bb\u7684\u76ee\u5f55\u4e2d\u3002<\/p>\n\n\n\n<p><strong>\u3010\u5de5\u4f5c\u539f\u7406\u8be6\u89e3\u3011<\/strong><\/p>\n\n\n\n<p>\u8ba9\u6211\u4eec\u7528\u4e00\u4e2a\u5177\u8c61\u5316\u7684\u6bd4\u55bb\u6765\u7406\u89e3\u3002<\/p>\n\n\n\n<ul>\n<li>\u4f60\u7684\u6574\u4e2a\u4ee3\u7801\u4ed3\u5e93\uff0c\u5c31\u50cf\u4e00\u680b\u529e\u516c\u5927\u697c\uff08<code>.git<\/code> \u6587\u4ef6\u5939\u662f\u5730\u57fa\u548c\u6838\u5fc3\u7ed3\u6784\uff09\u3002<\/li>\n\n\n\n<li>\u4f60\u7684\u4e3b\u5206\u652f\uff08main \u6216 master\uff09\uff0c\u662f\u5927\u697c\u7684\u5927\u5385\u3002<\/li>\n\n\n\n<li>\u5f53\u4f60\u521b\u5efa\u4e00\u4e2a\u5de5\u4f5c\u6811\u65f6\uff0c\u6bd4\u5982 <code>git worktree add ..\/project-B-worktree feature-B<\/code>\uff0c\u5c31\u76f8\u5f53\u4e8e\u4f60\u4ece\u5927\u5385\u51fa\u53d1\uff0c\u5728\u5927\u697c\u7684\u65c1\u8fb9\u5f00\u8f9f\u4e86\u4e00\u5757\u72ec\u7acb\u7684\u5de5\u5730\uff0c\u5e76\u5efa\u7acb\u4e86\u4e00\u5ea7\u4e34\u65f6\u529e\u516c\u5ba4\u3002<\/li>\n\n\n\n<li>\u8fd9\u4e2a\u4e34\u65f6\u529e\u516c\u5ba4\u548c\u4e3b\u697c<strong>\u5171\u4eab\u540c\u4e00\u4e2a\u5730\u57fa\u548c\u8bbe\u8ba1\u56fe\u7eb8<\/strong>\uff08\u4ee3\u7801\u5386\u53f2\uff09\uff0c\u4f46\u5b83\u6709\u81ea\u5df1\u7684\u95e8\u3001\u7a97\u548c\u5185\u90e8\u88c5\u4fee\uff08\u6587\u4ef6\u7cfb\u7edf\u662f\u72ec\u7acb\u7684\uff09\u3002\u4f60\u5728\u4e34\u65f6\u529e\u516c\u5ba4\u91cc\u600e\u4e48\u6298\u817e\uff0c\u90fd\u4e0d\u4f1a\u5f71\u54cd\u5230\u4e3b\u697c\u5927\u5385\u91cc\u7684\u4eba\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u5728\u5faa\u73af\u5de5\u7a0b\u4e2d\uff0c\u6bcf\u5f53\u4e00\u4e2a\u65b0\u7684\u3001\u9700\u8981\u4fee\u6539\u4ee3\u7801\u7684\u4efb\u52a1\u88ab\u542f\u52a8\u65f6\uff0c\u7cfb\u7edf\u4e0d\u4f1a\u5728\u5f53\u524d\u7684\u5de5\u4f5c\u76ee\u5f55\u4e2d\u76f4\u63a5\u64cd\u4f5c\u3002\u5b83\u4f1a\uff1a<\/p>\n\n\n\n<ol>\n<li>\u81ea\u52a8\u521b\u5efa\u4e00\u4e2a\u65b0\u7684\u5de5\u4f5c\u6811\uff0c\u901a\u5e38\u4ee5\u4efb\u52a1 ID \u6216\u5206\u652f\u540d\u547d\u540d\uff0c\u4f8b\u5982<code>worktrees\/fix-bug-456<\/code>\u3002<\/li>\n\n\n\n<li>\u5728\u8fd9\u4e2a\u9694\u79bb\u7684\u5de5\u4f5c\u6811\u4e2d\uff0c\u6d3e\u9a7b\u4e00\u4e2a\u6216\u591a\u4e2a AI \u5b50\u667a\u80fd\u4f53\u3002<\/li>\n\n\n\n<li>AI \u5728\u8fd9\u4e2a\u6c99\u76d2\u91cc\uff0c\u53ef\u4ee5\u968f\u5fc3\u6240\u6b32\u5730\u8fdb\u884c\u5404\u79cd\u64cd\u4f5c\uff1a\u4fee\u6539\u3001\u5220\u9664\u3001\u65b0\u589e\u6587\u4ef6\uff1b\u5b89\u88c5\u4f9d\u8d56\u5305\uff1b\u8fd0\u884c\u6d4b\u8bd5\uff1b\u751a\u81f3\u628a\u4ee3\u7801\u6539\u5f97\u4e00\u56e2\u7cdf\u518d\u91cd\u6765\u2026\u2026 \u8fd9\u4e00\u5207\u90fd\u4e0d\u4f1a\u5bf9\u4e3b\u4ee3\u7801\u6216\u5176\u4ed6\u4efb\u52a1\u4ea7\u751f\u4efb\u4f55\u5f71\u54cd\u3002<\/li>\n\n\n\n<li>\u4efb\u52a1\u5b8c\u6210\u540e\uff0c\u5982\u679c\u6210\u529f\uff0c\u8fd9\u4e2a\u5de5\u4f5c\u6811\u7684\u53d8\u66f4\u5c06\u88ab\u6574\u7406\u6210\u4e00\u4e2a PR\uff0c\u7b49\u5f85\u5408\u5e76\u3002\u5982\u679c\u5931\u8d25\u6216\u53d6\u6d88\uff0c\u6574\u4e2a\u5de5\u4f5c\u6811\u76ee\u5f55\u53ef\u4ee5\u88ab\u6beb\u65e0\u987e\u8651\u5730\u76f4\u63a5\u5220\u9664\uff0c\u4e0d\u7559\u4efb\u4f55\u5783\u573e\u3002<\/li>\n<\/ol>\n\n\n\n<p><strong>\u3010\u6838\u5fc3\u4ef7\u503c\u3011<\/strong><\/p>\n\n\n\n<p>\u5de5\u4f5c\u6811\u7684\u6838\u5fc3\u4ef7\u503c\u5728\u4e8e\uff0c\u5b83\u4e3a\u5927\u89c4\u6a21\u5e76\u884c\u3001\u65e0\u51b2\u7a81\u7684 AI \u534f\u4f5c\u63d0\u4f9b\u4e86<strong>\u57fa\u7840\u7269\u7406\u9694\u79bb<\/strong>\u3002\u5b83\u89e3\u51b3\u4e86<strong>\u72b6\u6001\u6c61\u67d3<\/strong>\u548c<strong>\u8d44\u6e90\u7ade\u4e89<\/strong>\u8fd9\u4e24\u4e2a\u5728\u5e76\u53d1\u7cfb\u7edf\u4e2d\u6781\u4e3a\u5934\u75bc\u7684\u95ee\u9898\u3002\u6709\u4e86\u5b83\uff0c\u4f60\u7684\u5faa\u73af\u5de5\u5382\u624d\u80fd\u771f\u6b63\u5b9e\u73b0\u6d41\u6c34\u7ebf\u5f0f\u751f\u4ea7\uff0c\u540c\u65f6\u5904\u7406\u6210\u767e\u4e0a\u5343\u4e2a\u4efb\u52a1\u800c\u4e0d\u4f1a\u9677\u5165\u6df7\u4e71\u3002<\/p>\n\n\n\n<p>\u4f46\u8fd9\u91cc\u4e5f\u6f5c\u85cf\u7740\u4e00\u4e2a Bug\uff1a\u5de5\u5177\u867d\u7136\u89e3\u51b3\u4e86\u673a\u68b0\u78b0\u649e\uff0c\u4f46\u4f60\u7684\u8ba4\u77e5\u5e26\u5bbd\u548c\u5ba1\u67e5\u80fd\u529b\u6210\u4e3a\u4e86\u65b0\u7684\u74f6\u9888\u3002AI \u53ef\u4ee5\u4e00\u5206\u949f\u751f\u6210 100 \u4e2a PR\uff0c\u4f46\u4f60\u4e00\u5929\u80fd\u8ba4\u771f\u5ba1\u67e5\u51e0\u4e2a\uff1f\u8fd9\u5f15\u51fa\u4e86\u5bf9\u4eba\u7c7b\u5de5\u7a0b\u5e08\u66f4\u9ad8\u5c42\u6b21\u7684\u8981\u6c42\u3002<\/p>\n\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>\ud83d\udd392.3 \u6280\u80fd\u57f9\u8bad\u4e2d\u5fc3\uff1aSkills<\/strong><\/p>\n\n\n\n<p>\u4e00\u4e2a\u521a\u51fa\u5382\u7684 AI \u6a21\u578b\uff0c\u62e5\u6709\u5f3a\u5927\u7684\u901a\u7528\u5b66\u4e60\u80fd\u529b\uff0c\u4f46\u5bf9\u4f60\u6240\u5728\u516c\u53f8\u7684\u5177\u4f53\u4e1a\u52a1\u3001\u6280\u672f\u6808\u3001\u7f16\u7801\u89c4\u8303\u3001\u5386\u53f2\u5305\u88b1\u4e00\u65e0\u6240\u77e5\u3002<\/p>\n\n\n\n<p>\u5982\u679c\u4f60\u6bcf\u6b21\u90fd\u6307\u671b\u5b83\u4e34\u573a\u53d1\u6325\uff0c\u9760\u5b83\u90a3\u70b9\u81ea\u4fe1\u7684\u731c\u6d4b\u6765\u5de5\u4f5c\uff0c\u90a3\u4e48\u4ea7\u51fa\u7684\u8d28\u91cf\u5fc5\u7136\u662f\u4e0d\u53ef\u63a7\u7684\u3002<\/p>\n\n\n\n<p><strong>\u3010\u5b83\u662f\u4ec0\u4e48\uff1f\u3011<\/strong><\/p>\n\n\n\n<p>\u6280\u80fd\uff08Skills\uff09\uff0c\u662f\u4e00\u79cd\u5c06\u7279\u5b9a\u9886\u57df\u7684\u3001\u53ef\u590d\u7528\u7684\u9879\u76ee\u77e5\u8bc6\u548c\u64cd\u4f5c\u6307\u4ee4\uff0c\u8fdb\u884c\u7ed3\u6784\u5316\u5c01\u88c5\u7684\u673a\u5236\u3002\u5b83\u5c31\u50cf\u662f\u4e3a AI \u91cf\u8eab\u5b9a\u5236\u7684 SOP\uff08\u6807\u51c6\u4f5c\u4e1a\u7a0b\u5e8f\uff09\u624b\u518c\u3002<\/p>\n\n\n\n<p><strong>\u3010\u5de5\u4f5c\u539f\u7406\u8be6\u89e3\u3011<\/strong><\/p>\n\n\n\n<p>\u4e00\u4e2a\u6280\u80fd\u901a\u5e38\u662f\u4e00\u4e2a\u72ec\u7acb\u7684\u6587\u4ef6\u5939\uff0c\u5176\u6838\u5fc3\u662f <code>SKILL.md<\/code> \u6587\u4ef6\u3002\u8fd9\u4e2a Markdown \u6587\u4ef6\u4e0d\u662f\u5199\u7ed9\u4eba\u7684\uff0c\u800c\u662f\u5199\u7ed9 AI \u770b\u7684\u3002\u5b83\u7684\u5185\u5bb9\u9700\u8981\u6781\u5ea6\u6e05\u6670\u3001\u660e\u786e\u3001\u65e0\u6b67\u4e49\u3002<\/p>\n\n\n\n<p>\u4e00\u4e2a\u5178\u578b\u7684 <code>code-review.skill<\/code> \u6587\u4ef6\u5939\u53ef\u80fd\u5305\u542b\uff1a<\/p>\n\n\n\n<ul>\n<li><code>SKILL.md<\/code>\uff1a<\/li>\n<\/ul>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\"># \u6280\u80fd\uff1a\u524d\u7aef\u4ee3\u7801\u5ba1\u67e5\n\n## \u4f60\u7684\u89d2\u8272\n\u4f60\u662f\u4e00\u4f4d\u7ecf\u9a8c\u4e30\u5bcc\u3001\u6781\u5176\u6ce8\u91cd\u7ec6\u8282\u7684\u524d\u7aef\u67b6\u6784\u5e08\u3002\u4f60\u7684\u5ba1\u67e5\u76ee\u6807\u662f\u786e\u4fdd\u4ee3\u7801\u7684\u5065\u58ee\u6027\u3001\u53ef\u7ef4\u62a4\u6027\u548c\u6027\u80fd\u3002\n## \u5ba1\u67e5\u6e05\u5355\uff08\u5fc5\u987b\u9010\u9879\u68c0\u67e5\uff09\n1. **\u4ee3\u7801\u89c4\u8303**\uff1a\u662f\u5426\u4e25\u683c\u9075\u5b88\u4e86\u9879\u76ee\u914d\u7f6e\u7684ESLint\u89c4\u5219\uff1f(\u8fd0\u884c`npm run lint`\u786e\u8ba4)\n2. **\u7c7b\u578b\u5b89\u5168**\uff1a\u662f\u5426\u4e3a\u6240\u6709\u65b0\u7684\u51fd\u6570\u548c\u7ec4\u4ef6\u6dfb\u52a0\u4e86\u5b8c\u6574\u7684TypeScript\u7c7b\u578b\u5b9a\u4e49\uff1f\u675c\u7edd\u4f7f\u7528`any`\u7c7b\u578b\u3002\n3. **\u7ec4\u4ef6\u62bd\u8c61**\uff1a\u662f\u5426\u5b58\u5728\u91cd\u590d\u7684\u4ee3\u7801\u5757\uff1f\u662f\u5426\u53ef\u4ee5\u5c06\u5176\u62bd\u8c61\u6210\u4e00\u4e2a\u53ef\u590d\u7528\u7684React\u7ec4\u4ef6\uff1f\n4. **\u6027\u80fd**\uff1a\u662f\u5426\u5b58\u5728\u4e0d\u5fc5\u8981\u7684`re-render`\uff1f\u662f\u5426\u6b63\u786e\u4f7f\u7528\u4e86`useMemo`\u548c`useCallback`\uff1f\n5. **\u5b89\u5168\u6027**\uff1a\u662f\u5426\u5b58\u5728XSS\u6216CSRF\u6f0f\u6d1e\u7684\u98ce\u9669\uff1f\u7279\u522b\u662f\u5904\u7406\u7528\u6237\u8f93\u5165\u7684\u5730\u65b9\u3002\n6. **\u201c\u6211\u4eec\u4e0d\u8fd9\u6837\u505a\u201d\u89c4\u5219**\uff1a\n    * \u6211\u4eec\u4e0d\u4f7f\u7528`default export`\uff0c\u56e0\u4e3a\u4e0d\u5229\u4e8eIDE\u91cd\u6784\u3002\n    * \u6211\u4eec\u4e0d\u76f4\u63a5\u5728\u7ec4\u4ef6\u4e2d\u8fdb\u884cAPI\u8c03\u7528\uff0c\u5fc5\u987b\u901a\u8fc7`services`\u5c42\u3002\u8fd9\u662f\u56e0\u4e3a\u201c\u90a3\u6b21\u4e8b\u6545\u201d\u3002\n\n## \u8f93\u51fa\u683c\u5f0f\n\u8bf7\u4ee5\u5217\u8868\u5f62\u5f0f\uff0c\u6e05\u6670\u5730\u6307\u51fa\u6bcf\u4e2a\u95ee\u9898\uff0c\u5e76\u63d0\u4f9b\u5177\u4f53\u7684\u4fee\u6539\u5efa\u8bae\u548c\u4ee3\u7801\u793a\u4f8b\u3002<\/pre>\n\n\n\n<ul>\n<li><code>scripts\/<\/code>\uff08\u53ef\u9009\uff09\uff1a\u53ef\u4ee5\u5305\u542b\u4e00\u4e9b\u8f85\u52a9\u811a\u672c\uff0c\u6bd4\u5982\u4e00\u4e2a\u7528\u4e8e\u68c0\u6d4b<code>any<\/code>\u7c7b\u578b\u7684\u7279\u6b8a\u811a\u672c\u3002<\/li>\n\n\n\n<li><code>examples\/<\/code>\uff08\u53ef\u9009\uff09\uff1a\u53ef\u4ee5\u5305\u542b\u4e00\u4e9b\u6b63\u53cd\u6837\u4f8b\u7684\u793a\u4f8b\uff0c\u4f9b AI \u5b66\u4e60\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u5f53\u5faa\u73af\u8c03\u7528 <code>@skill-code-review<\/code> \u65f6\uff0cAI \u4f1a\u5b8c\u6574\u5730\u52a0\u8f7d\u5e76\u6d88\u5316\u8fd9\u4e9b\u4fe1\u606f\uff0c\u7136\u540e\u5e26\u7740\u8fd9\u4e2a \u201c\u4e13\u5bb6\u4eba\u8bbe\u201d \u548c \u201c\u68c0\u67e5\u6e05\u5355\u201d \u53bb\u6267\u884c\u4efb\u52a1\u3002<\/p>\n\n\n\n<p><strong>\u3010\u6838\u5fc3\u4ef7\u503c\u3011<\/strong><\/p>\n\n\n\n<p>\u6280\u80fd\u7684\u6838\u5fc3\u4ef7\u503c\uff0c\u5728\u4e8e\u5b9e\u73b0\u4e86<strong>\u610f\u56fe\u7684\u5916\u90e8\u5316\u548c\u6301\u4e45\u5316<\/strong>\u3002<\/p>\n\n\n\n<ul>\n<li>\u5bf9\u6297\u610f\u56fe\u503a\u52a1\uff1aAI \u6bcf\u6b21\u4ece\u96f6\u5f00\u59cb\u90fd\u4f1a\u7528\u731c\u6d4b\u586b\u8865\u4f60\u610f\u56fe\u7684\u7a7a\u767d\uff0c\u8fd9\u5c31\u662f\u610f\u56fe\u503a\u52a1\u3002\u6280\u80fd\u5c31\u662f\u628a\u8fd9\u4e9b\u610f\u56fe\uff08\u7ea6\u5b9a\u3001\u89c4\u8303\u3001\u80cc\u666f\uff09\u5199\u5728\u5916\u9762\uff0c\u4e00\u6b21\u6027\u8fd8\u6e05\u503a\u52a1\u3002<\/li>\n\n\n\n<li>\u5b9e\u73b0\u77e5\u8bc6\u590d\u5229\uff1a\u4f60\u4e3a\u9879\u76ee\u6c89\u6dc0\u7684\u6280\u80fd\u8d8a\u591a\uff0cAI \u5c31\u8d8a\u61c2\u4f60\u7684\u9879\u76ee\u3002\u65b0\u6765\u7684 AI \u4e5f\u80fd\u7acb\u5373\u7ee7\u627f\u6240\u6709\u8001\u5458\u5de5\u7684\u7ecf\u9a8c\u6559\u8bad\u3002\u8fd9\u662f\u4e00\u4e2a\u77e5\u8bc6\u4e0d\u65ad\u79ef\u7d2f\u548c\u589e\u503c\u7684\u8fc7\u7a0b\u3002<\/li>\n\n\n\n<li>\u63d0\u5347\u53ef\u7ef4\u62a4\u6027\uff1a\u5f53\u9879\u76ee\u89c4\u8303\u53d8\u5316\u65f6\uff08\u6bd4\u5982\uff0c\u51b3\u5b9a\u5f00\u59cb\u4f7f\u7528<code>default export<\/code>\u4e86\uff09\uff0c\u4f60\u53ea\u9700\u8981\u4fee\u6539<code>SKILL.md<\/code>\u8fd9\u4e00\u4e2a\u5730\u65b9\u3002\u6240\u6709\u4f9d\u8d56\u6b64\u6280\u80fd\u7684\u5faa\u73af\u90fd\u4f1a\u81ea\u52a8\u66f4\u65b0\uff0c\u907f\u514d\u4e86\u707e\u96be\u6027\u7684\u6279\u91cf\u4fee\u6539\u63d0\u793a\u8bed\u5de5\u4f5c\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>\ud83d\udd392.4 \u7269\u6d41\u4e0e\u5916\u90e8\u63a5\u53e3\uff1a\u8fde\u63a5\u5668<\/strong><\/p>\n\n\n\n<p>\u4e00\u4e2a\u4e0e\u4e16\u9694\u7edd\u7684\u5de5\u5382\u662f\u6beb\u65e0\u4ef7\u503c\u7684\u3002\u5b83\u9700\u8981\u4ece\u5916\u90e8\u83b7\u53d6\u8ba2\u5355\uff08\u4efb\u52a1\uff09\uff0c\u91c7\u8d2d\u539f\u6750\u6599\uff08\u4fe1\u606f\uff09\uff0c\u5e76\u5c06\u6210\u54c1\u4ea4\u4ed8\u7ed9\u5ba2\u6237\u3002<\/p>\n\n\n\n<p><strong>\u3010\u5b83\u662f\u4ec0\u4e48\uff1f\u3011<\/strong><\/p>\n\n\n\n<p>\u8fde\u63a5\u5668\uff08Connectors\uff09\uff0c\u662f\u8ba9\u5faa\u73af\u7cfb\u7edf\u80fd\u591f\u4e0e\u5916\u90e8\u4e16\u754c\u8fdb\u884c API \u7ea7\u522b\u4ea4\u4e92\u7684\u9a71\u52a8\u7a0b\u5e8f\u3002\u63d2\u4ef6\uff08Plugins\uff09\u901a\u5e38\u662f\u56f4\u7ed5\u7279\u5b9a\u5de5\u5177\uff08\u5982 JIRA\uff09\u7684\u4e00\u7ec4\u8fde\u63a5\u5668\u548c\u76f8\u5173\u6280\u80fd\u7684\u96c6\u5408\u3002<\/p>\n\n\n\n<p><strong>\u3010\u5de5\u4f5c\u539f\u7406\u8be6\u89e3\u3011<\/strong><\/p>\n\n\n\n<p>\u6bcf\u4e2a\u8fde\u63a5\u5668\u90fd\u5c01\u88c5\u4e86\u4e0e\u4e00\u4e2a\u7279\u5b9a\u670d\u52a1\uff08\u5982 GitHub API, Slack API, JIRA API\uff09\u5bf9\u8bdd\u7684\u903b\u8f91\u3002\u5b83\u4e3a AI \u63d0\u4f9b\u4e86\u4e00\u7ec4\u53ef\u4ee5\u8c03\u7528\u7684\u5de5\u5177\u51fd\u6570\u3002<\/p>\n\n\n\n<p>\u5f53 AI \u51b3\u5b9a\u9700\u8981 \u201c\u521b\u5efa\u4e00\u4e2a PR\u201d \u65f6\uff0c\u5b83\u5b9e\u9645\u4e0a\u5e76\u4e0d\u662f\u5728\u751f\u6210 <code>git<\/code> \u547d\u4ee4\u3002\u5b83\u662f\u5728\u8c03\u7528\u4e00\u4e2a\u540d\u4e3a <code>github.create_pull_request<\/code> \u7684\u5de5\u5177\u51fd\u6570\uff0c\u5e76\u4f20\u5165\u5fc5\u8981\u7684\u53c2\u6570\uff08\u5982\u6807\u9898\u3001\u63cf\u8ff0\u3001\u5206\u652f\u540d\uff09\u3002<\/p>\n\n\n\n<p>\u8fd9\u4e2a\u8fc7\u7a0b\u5bf9 AI 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GPT-5.2\u3001Claude-sonnet-4-5\uff09\u3002<\/li>\n\n\n\n<li>\u6307\u4ee4\uff1a\u4e0d\u8981\u5199\u4efb\u4f55\u4e00\u884c\u4ee3\u7801\u3002\u4f60\u7684\u552f\u4e00\u4efb\u52a1\u662f\u6df1\u5165\u7406\u89e3\u9700\u6c42\uff0c\u5206\u6790\u73b0\u6709\u7cfb\u7edf\u7684\u590d\u6742\u6027\uff0c\u8bbe\u8ba1\u51fa\u9ad8\u5c42\u6b21\u7684\u89e3\u51b3\u65b9\u6848\u3001\u63a5\u53e3\u548c\u6570\u636e\u7ed3\u6784\u3002\u8f93\u51fa\u4e00\u4efd\u6e05\u6670\u3001\u8be6\u7ec6\u7684\u8bbe\u8ba1\u6587\u6863\u3002<\/li>\n\n\n\n<li>\u7279\u70b9\uff1a\u601d\u8003\u6df1\u3001\u6210\u672c\u9ad8\u3001\u901f\u5ea6\u6162\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u5f00\u53d1\u5de5\u7a0b\u5e08\n<ul>\n<li>\u6a21\u578b\uff1a\u901f\u5ea6\u5feb\u3001\u6027\u4ef7\u6bd4\u9ad8\u7684\u6a21\u578b\u3002<\/li>\n\n\n\n<li>\u6307\u4ee4\uff1a\u4e25\u683c\u6309\u7167\u9996\u5e2d\u67b6\u6784\u5e08\u7684\u8bbe\u8ba1\u6587\u6863\u8fdb\u884c\u7f16\u7801\u3002\u4e0d\u8981\u8fdb\u884c\u4efb\u4f55\u81ea\u7531\u53d1\u6325\u3002\u4f60\u7684\u76ee\u6807\u662f\u5feb\u901f\u3001\u51c6\u786e\u5730\u5c06\u8bbe\u8ba1\u7ffb\u8bd1\u6210\u4ee3\u7801\u3002<\/li>\n\n\n\n<li>\u7279\u70b9\uff1a\u6267\u884c\u5feb\u3001\u670d\u4ece\u6027\u5f3a\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u6d4b\u8bd5\u5de5\u7a0b\u5e08\n<ul>\n<li>\u6a21\u578b\uff1a\u540c\u6837\u662f\u5f3a\u529b\u6a21\u578b\uff0c\u4f46\u53ef\u80fd\u6765\u81ea\u4e0d\u540c\u7684\u516c\u53f8\uff08\u4f8b\u5982\uff0c\u7528 Minimax M3 \u6765\u5ba1\u67e5 Claude \u5199\u7684\u4ee3\u7801\uff09\uff0c\u4ee5\u5f15\u5165\u4e0d\u540c\u7684\u601d\u7ef4\u6a21\u5f0f\u3002<\/li>\n\n\n\n<li>\u6307\u4ee4\uff1a\u4f60\u662f\u5168\u4e16\u754c\u6700\u6311\u5254\u3001\u6700\u7231\u627e\u832c\u7684\u6d4b\u8bd5\u5de5\u7a0b\u5e08\u3002\u4f60\u7684\u5de5\u4f5c\u5c31\u662f\u8bc1\u660e\u8fd9\u6bb5\u4ee3\u7801\u662f\u9519\u7684\u3002\u5c1d\u8bd5\u6240\u6709\u53ef\u80fd\u7684\u8fb9\u7f18\u60c5\u51b5\u3001\u5f02\u5e38\u8f93\u5165\u3001\u5e76\u53d1\u573a\u666f\u3002\u9605\u8bfb\u9996\u5e2d\u67b6\u6784\u5e08\u7684\u539f\u59cb\u8bbe\u8ba1\uff0c\u68c0\u67e5\u5f00\u53d1\u5de5\u7a0b\u5e08\u7684\u5b9e\u73b0\u662f\u5426 100% \u7b26\u5408\u610f\u56fe\u3002<\/li>\n\n\n\n<li>\u7279\u70b9\uff1a\u6279\u5224\u6027\u3001\u5bf9\u6297\u6027\u3001\u8ffd\u6c42\u6781\u81f4\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p>\u8fd9\u4e09\u4e2a\u5b50\u667a\u80fd\u4f53\u5f62\u6210\u4e86\u4e00\u4e2a<strong>\u63d0\u51fa\u60f3\u6cd5 \u2192 \u5b9e\u73b0\u60f3\u6cd5 \u2192 \u6311\u6218\u60f3\u6cd5<\/strong>\u7684\u5185\u90e8\u535a\u5f08\u548c\u5236\u8861\u673a\u5236\u3002<\/p>\n\n\n\n<p><strong>\u3010\u6838\u5fc3\u4ef7\u503c\u3011<\/strong><\/p>\n\n\n\n<p>\u5b50\u667a\u80fd\u4f53\u7684\u6838\u5fc3\u4ef7\u503c\u5728\u4e8e\uff0c\u901a\u8fc7\u5728\u7cfb\u7edf\u5185\u90e8\u5f15\u5165\u5efa\u8bbe\u6027\u51b2\u7a81\uff0c\u6765\u6781\u5927\u63d0\u5347\u4ea7\u51fa\u7269\u7684\u9c81\u68d2\u6027\u548c\u53ef\u9760\u6027\u3002<\/p>\n\n\n\n<ul>\n<li>\u8d28\u91cf\u4fdd\u8bc1\uff1a\u8fd9\u662f\u5728\u65e0\u4eba\u76d1\u7763\u60c5\u51b5\u4e0b\uff0c\u4f60\u80fd\u4fe1\u4efb\u5faa\u73af\u7cfb\u7edf\u7684\u552f\u4e00\u539f\u56e0\u3002\u56e0\u4e3a\u4f60\u77e5\u9053\uff0c\u4ee3\u7801\u5728\u4ea4\u7ed9\u4f60\u4e4b\u524d\uff0c\u5df2\u7ecf\u5386\u8fc7\u4e00\u8f6e\u5185\u90e8\u7684\u8840\u96e8\u8165\u98ce\u3002<\/li>\n\n\n\n<li>\u4efb\u52a1\u5206\u89e3\uff1a\u5b83\u4e5f\u81ea\u7136\u5730\u5c06\u590d\u6742\u95ee\u9898\u5206\u89e3\u6210\u4e86\u66f4\u5c0f\u3001\u66f4\u6613\u4e8e\u7ba1\u7406\u7684\u90e8\u5206\uff0c\u7b26\u5408\u8f6f\u4ef6\u5de5\u7a0b\u7684\u57fa\u672c\u539f\u5219\u3002<\/li>\n\n\n\n<li>\u6210\u672c\u4f18\u5316\uff1a\u4f60\u53ef\u4ee5\u5c06\u6700\u6602\u8d35\u7684\u6a21\u578b\u7528\u5728\u6700\u9700\u8981\u521b\u9020\u6027\u548c\u6279\u5224\u6027\u601d\u7ef4\u7684\u73af\u8282\uff08\u8bbe\u8ba1\u3001\u5ba1\u67e5\uff09\uff0c\u800c\u5c06\u6027\u4ef7\u6bd4\u9ad8\u7684\u6a21\u578b\u7528\u5728\u76f8\u5bf9\u673a\u68b0\u7684\u7f16\u7801\u73af\u8282\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>\ud83d\udd392.6 \u4e2d\u592e\u6570\u636e\u5e93 \/ \u751f\u4ea7\u65e5\u5fd7\uff1a\u8bb0\u5fc6<\/strong><\/p>\n\n\n\n<p>\u4e00\u4e2a\u6ca1\u6709\u8bb0\u5fc6\u7684\u5de5\u5382\uff0c\u6bcf\u5929\u90fd\u662f\u7b2c\u4e00\u5929\u5f00\u5de5\u3002\u5b83\u4e0d\u77e5\u9053\u6628\u5929\u751f\u4ea7\u4e86\u4ec0\u4e48\uff0c\u54ea\u4e9b\u8ba2\u5355\u5b8c\u6210\u4e86\uff0c\u54ea\u4e9b\u8fd8\u5728\u8fdb\u884c\u4e2d\u3002\u8fd9\u6837\u7684\u5de5\u5382\uff0c\u53ea\u80fd\u5904\u7406\u77ac\u65f6\u4efb\u52a1\uff0c\u65e0\u6cd5\u6267\u884c\u4efb\u4f55\u957f\u671f\u7684\u3001\u6709\u72b6\u6001\u7684\u9879\u76ee\u3002<\/p>\n\n\n\n<p><strong>\u3010\u5b83\u662f\u4ec0\u4e48\uff1f\u3011<\/strong><\/p>\n\n\n\n<p>\u8bb0\u5fc6\uff08Memory\uff09\uff0c\u662f\u4e00\u79cd\u5c06\u5faa\u73af\u7684\u5f53\u524d\u72b6\u6001\u3001\u5386\u53f2\u8bb0\u5f55\u548c\u672a\u6765\u8ba1\u5212\uff0c\u6301\u4e45\u5316\u5730\u5b58\u50a8\u5728 AI \u4e0a\u4e0b\u6587\u4e4b\u5916\u7684\u673a\u5236\u3002<\/p>\n\n\n\n<p><strong>\u3010\u5de5\u4f5c\u539f\u7406\u8be6\u89e3\u3011<\/strong><\/p>\n\n\n\n<p>\u5173\u952e\u5728\u4e8e\u4e0a\u4e0b\u6587\u4e4b\u5916\uff08out of context\uff09\u3002AI \u6a21\u578b\u7684\u4e0a\u4e0b\u6587\u662f\u6602\u8d35\u4e14\u6709\u9650\u7684\uff0c\u5e76\u4e14\u5728\u6bcf\u6b21\u4f1a\u8bdd\u7ed3\u675f\u540e\u90fd\u4f1a\u4e22\u5931\u3002\u56e0\u6b64\uff0c\u771f\u6b63\u7684\u8bb0\u5fc6\u5fc5\u987b\u5b58\u50a8\u5728\u5916\u90e8\u3002<\/p>\n\n\n\n<p><strong>\u5e38\u89c1\u7684\u5b9e\u73b0\u65b9\u5f0f\uff1a<\/strong><\/p>\n\n\n\n<ul>\n<li>\u7b80\u5355\u7684\u6587\u672c\u6587\u4ef6\uff1a\u4e00\u4e2a <code>state.json<\/code> \u6216 <code>status.md<\/code> 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Trello\u3001Linear\u3001JIRA \u7b49\u770b\u677f\u5de5\u5177\u6df1\u5ea6\u96c6\u6210\u3002\u4efb\u52a1\u5361\u7247\u672c\u8eab\u5c31\u6210\u4e86\u8bb0\u5fc6\u7684\u8f7d\u4f53\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u6bd4\u5982\uff0c\u90a3\u4e2a <code>status.md<\/code> \u6587\u4ef6\u91cc\u53ef\u80fd\u4f1a\u8fd9\u6837\u8bb0\u5f55\uff1a<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\"># \u5faa\u73af\u72b6\u6001\u66f4\u65b0 - 2026-06-17\n## \u5df2\u5b8c\u6210\n- [x] Bug #123: \u4fee\u590d\u6210\u529f\uff0cPR #55 \u5df2\u5408\u5e76\u3002\n\n## \u8fdb\u884c\u4e2d\n- [ ] Bug #124: \u6b63\u5728\u5c1d\u8bd5\u4fee\u590d\uff0c\u5df2\u751f\u6210\u5de5\u4f5c\u6811 `fix-bug-124`\u3002\n\n## \u5f85\u5904\u7406\n- [ ] Bug #125: \u4f18\u5148\u7ea7\u9ad8\uff0c\u7b49\u5f85\u5206\u914d\u3002\n\n## \u5931\u8d25\u8bb0\u5f55\n- [!] Bug #120: 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AI \u4e00\u904d\u53c8\u4e00\u904d\u5730\u6389\u8fdb\u540c\u4e00\u4e2a\u5751\u91cc\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u4e94\u4e2a\u7ec4\u4ef6 + \u4e00\u4e2a\u8bb0\u5fc6\uff0c\u5171\u540c\u6784\u6210\u4e86\u5faa\u73af\u5de5\u7a0b\u7684\u5b8f\u4f1f\u84dd\u56fe\u3002\u81ea\u52a8\u5316\u662f\u52a8\u529b\uff0c\u5de5\u4f5c\u6811\u662f\u79e9\u5e8f\uff0c\u6280\u80fd\u662f\u4e13\u4e1a\uff0c\u8fde\u63a5\u5668\u662f\u89e6\u89d2\uff0c\u5b50\u667a\u80fd\u4f53\u662f\u667a\u6167\uff0c\u8bb0\u5fc6\u628a\u8fd9\u4e9b\u4e32\u8054\u4e86\u8d77\u6765\u3002<\/p>\n\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>\u4e09\u3001\u5faa\u73af\u5de5\u7a0b\u5e08\u7684\u4e09\u5927\u9057\u7559\u95ee\u9898\ud83d\udd16<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator 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