{"id":113285,"date":"2026-10-05T21:25:46","date_gmt":"2026-10-05T13:25:46","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/113285.html"},"modified":"2026-10-05T21:25:46","modified_gmt":"2026-10-05T13:25:46","slug":"zcode-%e8%87%aa%e5%8a%a8%e5%8c%96%e6%b5%8b%e8%af%95%e5%ae%9e%e6%88%98%e7%ac%94%e8%ae%b0%ef%bc%9a%e5%86%99%e6%b5%8b%e8%af%95%e3%80%81%e8%b7%91%e6%b5%8b%e8%af%95%e3%80%81%e7%9b%af%e5%9b%9e%e5%bd%92","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/113285.html","title":{"rendered":"ZCode \u81ea\u52a8\u5316\u6d4b\u8bd5\u5b9e\u6218\u7b14\u8bb0\uff1a\u5199\u6d4b\u8bd5\u3001\u8dd1\u6d4b\u8bd5\u3001\u76ef\u56de\u5f52\uff0c8 \u4e2a\u6a21\u677f\u76f4\u63a5\u7167\u6284"},"content":{"rendered":"<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/10\/20261005132541-6ac3a5554eb0e.png\" alt=\"ZCode \u81ea\u52a8\u5316\u6d4b\u8bd5\u5b9e\u6218\" \/><\/p>\n<p>&#x1f4a1; \u770b\u5b8c\u4f60\u80fd\u5e26\u8d70:\u4e00\u5957\u5199\u8fdb AGENTS.md \u7684\u6d4b\u8bd5\u7ea6\u5b9a\u6a21\u677f\u3001\u7ed9\u5b58\u91cf\u4ee3\u7801\u8865\u5355\u5143\u6d4b\u8bd5\u7684\u4e94\u6b65\u8282\u594f\u3001AI \u4fee\u5931\u8d25\u6d4b\u8bd5\u7684&#034;\u7ea2\u7eff\u5faa\u73af&#034;\u3001\u628a&#034;\u6539\u5b8c\u5fc5\u6d4b&#034;\u53d8\u6210\u673a\u5236\u7684 Hook \u6302\u6cd5\u3001\u8ba9 AI \u50cf\u771f\u5b9e\u7528\u6237\u4e00\u6837\u70b9\u7f51\u9875\u7684\u9ed1\u76d2\u6d4b\u8bd5\u6cd5,\u5916\u52a0 6 \u4e2a\u6211\u5168\u8e29\u8fc7\u7684\u5751\u3002\u5168\u6587 8 \u4e2a\u7f16\u53f7\u6a21\u677f,\u5168\u90e8\u53ef\u76f4\u63a5\u7167\u6284,\u5efa\u8bae\u5148\u6536\u85cf\u518d\u770b\u3002<\/p>\n<h3>&#x1f9ea; \u5148\u8bf4\u7ed3\u8bba:\u6d4b\u8bd5,\u662f AI \u7f16\u7a0b\u6700\u5212\u7b97\u7684\u6295\u5165<\/h3>\n<p>\u5f88\u591a\u670b\u53cb\u7528 AI \u7f16\u7a0b\u52a9\u624b,\u6d3b\u513f\u5e72\u5230&#034;\u751f\u6210\u4ee3\u7801&#034;\u5c31\u505c\u4e86\u3002\u5176\u5b9e\u8fd8\u6709\u4e00\u7c7b\u4e8b,\u6bd4\u5199\u4ee3\u7801\u66f4\u9002\u5408\u4ea4\u7ed9 AI\u3001\u6536\u76ca\u4e5f\u66f4\u6301\u4e45\u2014\u2014\u6d4b\u8bd5\u3002<\/p>\n<p>\u4e3a\u4ec0\u4e48\u8fd9\u4e48\u8bf4?\u4e09\u4e2a\u7406\u7531:<\/p>\n<ul>\n<li>\u6d4b\u8bd5\u662f\u5178\u578b\u7684\u6a21\u5f0f\u5316\u52b3\u52a8:\u6b63\u5e38\u8def\u5f84\u3001\u8fb9\u754c\u503c\u3001\u5f02\u5e38\u5206\u652f\u2026\u2026\u5199\u6cd5\u9ad8\u5ea6\u5957\u8def\u5316,\u6070\u6070\u662f AI \u6700\u64c5\u957f\u627f\u63a5\u7684\u90e8\u5206;<\/li>\n<li>\u53cd\u9988\u5373\u65f6\u4e14\u5ba2\u89c2:\u4ee3\u7801\u597d\u4e0d\u597d\u7528,\u53ef\u80fd\u8981\u4e0a\u7ebf\u51e0\u5929\u624d\u77e5\u9053;\u6d4b\u8bd5\u8fc7\u4e0d\u8fc7,\u51e0\u79d2\u949f\u5c31\u6709\u88c1\u51b3,\u800c\u4e14\u88c1\u51b3\u6807\u51c6(\u65ad\u8a00)\u767d\u7eb8\u9ed1\u5b57;<\/li>\n<li>\u6210\u672c\u6700\u4e0d\u5bf9\u7b49:\u4e00\u4e2a\u8fb9\u754c\u6f0f\u8fdb\u7ebf\u4e0a,\u6392\u67e5\u52a0\u8865\u9505\u7684\u4ee3\u4ef7,\u5f80\u5f80\u662f\u591a\u5199\u51e0\u6761\u7528\u4f8b\u7684\u51e0\u5341\u500d\u4e0d\u6b62\u2014\u2014\u6d4b\u8bd5\u662f\u82b1\u5c0f\u94b1\u9632\u5927\u5751\u3002<\/li>\n<\/ul>\n<p>\u7528\u4e00\u5f20\u6d4b\u8bd5\u91d1\u5b57\u5854,\u8bf4\u6e05 AI \u80fd\u5728\u54ea\u51e0\u5c42\u53d1\u529b:<br \/>\n<img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/10\/20261005132542-6ac3a5561e1bb.png\" alt=\"\u6d4b\u8bd5\u91d1\u5b57\u5854:AI \u5728\u6bcf\u4e00\u5c42\u5e72\u4ec0\u4e48\" \/><\/p>\n<p>\u8d8a\u5f80\u4e0a\u8d8a\u63a5\u8fd1\u771f\u5b9e\u7528\u6237,\u8d8a\u5f80\u4e0b\u8dd1\u5f97\u8d8a\u5feb\u3001AI \u7684\u4ea7\u51fa\u8d8a\u53ef\u9760\u3002\u672c\u6587\u91cd\u70b9\u8bb2\u4e24\u5934:\u5e95\u5c42\u2014\u2014\u8ba9 AI \u6279\u91cf\u5199\u5355\u5143\u6d4b\u8bd5;\u9876\u5c42\u2014\u2014\u8ba9 AI \u5f53&#034;\u7528\u6237&#034;\u505a\u754c\u9762\u9ed1\u76d2\u6d4b\u8bd5\u3002<\/p>\n<p>\u5f00\u5de5\u524d\u5148\u7acb\u4e09\u6761\u5fc3\u6cd5,\u540e\u9762\u6240\u6709\u6280\u5de7\u90fd\u5efa\u5728\u5b83\u4eec\u4e0a\u9762:<\/p>\n<li>\u6d4b\u8bd5\u4ee3\u7801\u4e5f\u662f\u4ee3\u7801\u2014\u2014AI \u5199\u7684\u6d4b\u8bd5\u540c\u6837\u8981\u8fc7\u76ee,\u4e0d\u5408\u683c\u5c31\u6253\u56de;<\/li>\n<li>\u5148\u8dd1\u901a,\u518d\u4fe1\u4efb\u2014\u2014&#034;AI \u8bf4\u5168\u7eff&#034;\u548c&#034;\u4f60\u4eb2\u773c\u770b\u5230\u5168\u7eff&#034;\u662f\u4e24\u56de\u4e8b;<\/li>\n<li>\u6d4b\u884c\u4e3a,\u4e0d\u6d4b\u5b9e\u73b0\u2014\u2014\u65ad\u8a00&#034;\u8f93\u5165 200 \u8fd4\u56de 180&#034;,\u800c\u4e0d\u662f\u65ad\u8a00&#034;\u5b83\u5185\u90e8\u5148\u8c03\u4e86\u67d0\u51fd\u6570&#034;\u3002\u65ad\u8a00\u7ed1\u6b7b\u5b9e\u73b0\u7ec6\u8282,\u91cd\u6784\u4e00\u6b21\u5d29\u4e00\u6b21\u3002<\/li>\n<h3>&#x1f4d0; \u7b2c 0 \u6b65:\u628a\u6d4b\u8bd5\u7ea6\u5b9a\u5199\u8fdb AGENTS.md(\u6a21\u677f 1)<\/h3>\n<p>\u65b0\u9879\u76ee\u5148\u8ba9 ZCode \u6267\u884c \/init \u751f\u6210\u9879\u76ee\u8bf4\u660e\u6587\u4ef6,\u7136\u540e\u624b\u52a8\u8865\u4e00\u8282&#034;\u6d4b\u8bd5\u7ea6\u5b9a&#034;\u3002\u8fd9\u4e00\u6b65\u7684\u4ef7\u503c\u548c\u7ed9\u65b0\u540c\u4e8b\u5199\u4ea4\u63a5\u6587\u6863\u4e00\u6837:\u4e00\u6b21\u5199\u597d,\u4e4b\u540e\u6bcf\u6b21\u5bf9\u8bdd\u81ea\u52a8\u751f\u6548,\u4f60\u518d\u4e5f\u4e0d\u7528\u53cd\u590d\u4ea4\u4ee3&#034;\u7528 pytest&#034;\u201c\u522b\u8fde\u751f\u4ea7\u5e93\u201d\u3002<\/p>\n<p>## \u6d4b\u8bd5\u7ea6\u5b9a<br \/>\n&#8211; \u6846\u67b6:\u540e\u7aef pytest,\u524d\u7aef Vitest<br \/>\n&#8211; \u4f4d\u7f6e:\u5c0f\u811a\u672c\u6d4b\u8bd5\u653e\u88ab\u6d4b\u4ee3\u7801\u65c1(test_xxx.py \u96f6\u914d\u7f6e\u53ef\u8dd1);<br \/>\n  \u5de5\u7a0b\u5316\u9879\u76ee\u8fdb tests\/,\u4e0e src\/ \u540c\u6784,import \u914d\u7f6e\u7531 ZCode \u8d1f\u8d23<br \/>\n&#8211; \u547d\u540d:test_\u51fd\u6570\u540d_\u573a\u666f_\u671f\u671b\u7ed3\u679c<br \/>\n&#8211; \u6539\u52a8 src\/ \u4e0b\u4efb\u4f55\u6587\u4ef6,\u540c\u4e00\u6b21\u4efb\u52a1\u91cc\u8865\u9f50\u6216\u66f4\u65b0\u5bf9\u5e94\u6d4b\u8bd5<br \/>\n&#8211; \u5b8c\u6210\u6807\u51c6:pytest -q \u5168\u7eff,\u63d0\u4ea4\u524d\u5fc5\u987b\u8dd1\u4e00\u904d<br \/>\n&#8211; \u6d4b\u8bd5\u4e00\u5f8b\u7528 fixtures \u91cc\u7684\u6d4b\u8bd5\u6570\u636e,\u7981\u6b62\u8fde\u63a5\u771f\u5b9e\u6570\u636e\u5e93<br \/>\n&#8211; \u6838\u5fc3\u6a21\u5757\u884c\u8986\u76d6\u4e0d\u4f4e\u4e8e 80%,\u4e25\u7981\u5199\u65ad\u8a00\u7a7a\u6d1e\u7684\u51d1\u6570\u7528\u4f8b<\/p>\n<p>(\u5185\u5bb9\u662f\u793a\u610f,\u6309\u4f60\u7684\u6280\u672f\u6808\u6539\u3002\u8fd9\u6761\u5c5e\u4e8e\u7cfb\u5217\u7b2c\u4e00\u7bc7&#034;\u6c89\u6dc0\u8c03\u6559\u6210\u679c&#034;\u6280\u5de7\u5728\u6d4b\u8bd5\u573a\u666f\u7684\u76f4\u63a5\u5e94\u7528\u3002)<\/p>\n<h3>&#x1f3af; \u5b9e\u6218\u4e00:\u7ed9\u5b58\u91cf\u4ee3\u7801\u8865\u5355\u5143\u6d4b\u8bd5(\u6a21\u677f 2\u30013\u30014)<\/h3>\n<p>\u6700\u5e38\u89c1\u5904\u5883:\u51fd\u6570\u662f\u7956\u4f20\u7684,\u80fd\u8dd1,\u4f46\u6ca1\u6d4b\u8bd5,\u6539\u4e0d\u6562\u6539\u3002\u8ba9 ZCode \u8865\u6d4b\u8bd5,\u522b\u4e00\u53e5&#034;\u5e2e\u6211\u5199\u6d4b\u8bd5&#034;\u5c31\u5b8c\u4e8b,\u6309\u8fd9\u4e2a\u4e94\u6b65\u8282\u594f\u6765:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/10\/20261005132542-6ac3a556c9fb3.png\" alt=\"\u7ed9\u5b58\u91cf\u4ee3\u7801\u8865\u6d4b\u8bd5\u7684\u4e94\u6b65\u8282\u594f\" \/><\/p>\n<p>\u603b\u63d0\u793a\u8bcd(\u6a21\u677f 2):<\/p>\n<p>\u8bf7\u5148\u9605\u8bfb src\/pricing\/discount.py \u548c\u5b83\u7684\u8c03\u7528\u65b9,\u7136\u540e:<br \/>\n1. \u5217\u51fa\u4f60\u8ba1\u5212\u8986\u76d6\u7684\u6d4b\u8bd5\u70b9\u6e05\u5355(\u6b63\u5e38\u8def\u5f84 \/ \u8fb9\u754c \/ \u5f02\u5e38 \/ \u7ec4\u5408),<br \/>\n   \u6bcf\u6761\u6807\u6ce8&#034;\u4e3a\u4ec0\u4e48\u503c\u5f97\u6d4b&#034;,\u7b49\u6211\u786e\u8ba4\u540e\u518d\u52a8\u7b14;<br \/>\n2. \u6d4b\u8bd5\u6309 AGENTS.md \u7684\u6d4b\u8bd5\u7ea6\u5b9a\u653e\u7f6e,\u6846\u67b6\u7528 pytest,<br \/>\n   \u51fd\u6570\u540d\u6309&#034;test_\u884c\u4e3a_\u671f\u671b&#034;\u547d\u540d;<br \/>\n3. \u53ea\u6d4b\u516c\u5f00\u884c\u4e3a,\u7981\u6b62\u4e3a\u4e86\u6d4b\u8bd5\u65b9\u4fbf\u53bb\u4fee\u6539\u5b9e\u73b0\u4ee3\u7801;<br \/>\n4. \u5199\u5b8c\u771f\u8dd1\u4e00\u904d pytest,\u628a\u5b8c\u6574\u8f93\u51fa\u539f\u6837\u8d34\u7ed9\u6211\u3002<\/p>\n<p>\u7b2c 2 \u6b65&#034;\u5217\u6e05\u5355\u5148\u786e\u8ba4&#034;\u662f\u62e6\u4f4f AI \u8dd1\u504f\u7684\u5173\u952e\u2014\u2014\u6e05\u5355\u9519\u4e86\u6539\u6e05\u5355,\u6bd4\u5199\u5b8c\u4e09\u5341\u4e2a\u7528\u4f8b\u518d\u8fd4\u5de5\u4fbf\u5b9c\u5f97\u591a\u3002<\/p>\n<p>\u7528\u4f8b\u957f\u4ec0\u4e48\u6837?\u62ff\u4e00\u4e2a\u6298\u6263\u51fd\u6570\u505a\u5b8c\u6574\u793a\u8303(\u4e0b\u9762\u7684\u4ee3\u7801\u6211\u5b9e\u9645\u8dd1\u8fc7,\u6570\u503c\u90fd\u662f\u771f\u7684):<\/p>\n<p><span class=\"token comment\"># discount.py \u2014\u2014 \u5f85\u6d4b\u7684\u5b58\u91cf\u51fd\u6570(\u793a\u610f)<\/span><br \/>\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">discount<\/span><span class=\"token punctuation\">(<\/span>price<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">float<\/span><span class=\"token punctuation\">,<\/span> vip<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">bool<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token boolean\">False<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token operator\">&gt;<\/span> <span class=\"token builtin\">float<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u6ee1 100 \u6253\u4e5d\u6298;VIP \u518d\u53e0\u4e5d\u4e94\u6298;\u7ed3\u679c\u4fdd\u7559\u4e24\u4f4d\u5c0f\u6570\u3002&#034;&#034;&#034;<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> price <span class=\"token operator\">&lt;<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">raise<\/span> ValueError<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;price \u4e0d\u80fd\u4e3a\u8d1f&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    final <span class=\"token operator\">&#061;<\/span> price <span class=\"token operator\">*<\/span> <span class=\"token number\">0.9<\/span> <span class=\"token keyword\">if<\/span> price <span class=\"token operator\">&gt;&#061;<\/span> <span class=\"token number\">100<\/span> <span class=\"token keyword\">else<\/span> price<br \/>\n    <span class=\"token keyword\">if<\/span> vip<span class=\"token punctuation\">:<\/span><br \/>\n        final <span class=\"token operator\">*&#061;<\/span> <span class=\"token number\">0.95<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> <span class=\"token builtin\">round<\/span><span class=\"token punctuation\">(<\/span>final<span class=\"token punctuation\">,<\/span> <span class=\"token number\">2<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># test_discount.py \u2014\u2014 \u4e0e\u88ab\u6d4b\u6587\u4ef6\u540c\u76ee\u5f55,\u516d\u6761\u7528\u4f8b\u8986\u76d6\u56db\u7c7b\u573a\u666f<\/span><br \/>\n<span class=\"token keyword\">import<\/span> pytest<br \/>\n<span class=\"token keyword\">from<\/span> discount <span class=\"token keyword\">import<\/span> discount<\/p>\n<p><span class=\"token keyword\">def<\/span> test_\u4e0d\u8db3\u4e00\u767e\u4e0d\u6253\u6298<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">assert<\/span> discount<span class=\"token punctuation\">(<\/span><span class=\"token number\">99<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token number\">99.0<\/span><\/p>\n<p><span class=\"token keyword\">def<\/span> test_\u6070\u597d\u4e00\u767e_\u8fb9\u754c\u503c\u6253\u4e5d\u6298<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">assert<\/span> discount<span class=\"token punctuation\">(<\/span><span class=\"token number\">100<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token number\">90.0<\/span><\/p>\n<p><span class=\"token keyword\">def<\/span> test_\u8d85\u8fc7\u4e00\u767e\u6253\u4e5d\u6298<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">assert<\/span> discount<span class=\"token punctuation\">(<\/span><span class=\"token number\">200<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token number\">180.0<\/span><\/p>\n<p><span class=\"token keyword\">def<\/span> test_VIP\u518d\u53e0\u52a0\u4e5d\u4e94\u6298<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">assert<\/span> discount<span class=\"token punctuation\">(<\/span><span class=\"token number\">200<\/span><span class=\"token punctuation\">,<\/span> vip<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">True<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token number\">171.0<\/span><\/p>\n<p><span class=\"token keyword\">def<\/span> test_\u4e0d\u6ee1\u4e00\u767e_VIP\u540c\u6837\u4eab\u4e5d\u4e94\u6298<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">assert<\/span> discount<span class=\"token punctuation\">(<\/span><span class=\"token number\">50<\/span><span class=\"token punctuation\">,<\/span> vip<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">True<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token number\">47.5<\/span><\/p>\n<p><span class=\"token keyword\">def<\/span> test_\u8d1f\u6570\u62a5\u4ef7\u76f4\u63a5\u62d2\u7edd<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">with<\/span> pytest<span class=\"token punctuation\">.<\/span>raises<span class=\"token punctuation\">(<\/span>ValueError<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        discount<span class=\"token punctuation\">(<\/span><span class=\"token operator\">&#8211;<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>\u6b63\u5e38\u8def\u5f84(99\u3001200)\u3001\u8fb9\u754c\u503c(\u6070\u597d 100)\u3001\u7ec4\u5408\u573a\u666f(\u4e0d\u6ee1\u4e00\u767e\u4f46 VIP)\u3001\u5f02\u5e38\u8f93\u5165(\u8d1f\u6570),\u5404\u5c31\u5404\u4f4d\u3002\u60f3\u5feb\u901f\u8865\u9f50\u6e05\u5355,\u6709\u4e2a\u5077\u61d2\u529e\u6cd5\u2014\u2014\u8fb9\u754c\u4e03\u8fde\u95ee(\u6a21\u677f 3):<\/p>\n<p>\u5bf9\u7167\u8fd9\u4e2a\u51fd\u6570\u9010\u6761\u81ea\u67e5,\u6ca1\u8986\u76d6\u7684\u8865\u7528\u4f8b:<br \/>\n\u96f6\u503c\u3001\u7a7a\u503c\u3001\u8d1f\u503c\u3001\u6781\u5927\u503c\u3001\u6070\u597d\u7b49\u4e8e\u9608\u503c\u3001\u975e\u6cd5\u7c7b\u578b\u3001\u7279\u6b8a\u5b57\u7b26<\/p>\n<p>\u6700\u540e\u4e00\u6b65&#034;\u67e5\u7a7a\u6d1e&#034;\u6700\u5bb9\u6613\u88ab\u8df3\u8fc7,\u5374\u6700\u503c\u94b1\u3002AI \u5199\u6d4b\u8bd5\u6709\u4e2a\u5178\u578b\u6bdb\u75c5:\u65ad\u8a00\u6052\u771f\u2014\u2014assert result is not None \u8fd9\u79cd,\u5b9e\u73b0\u6539\u9519\u4e86\u7167\u6837\u7eff,\u6d4b\u4e86\u4e2a\u5bc2\u5bde\u3002\u7528\u8d28\u91cf\u81ea\u67e5\u63d0\u793a\u8bcd(\u6a21\u677f 4)\u6253\u56de\u53bb:<\/p>\n<p>\u590d\u67e5\u4f60\u521a\u5199\u7684\u5168\u90e8\u6d4b\u8bd5,\u9010\u6761\u56de\u7b54:<br \/>\n1. \u5982\u679c\u628a\u5b9e\u73b0\u6539\u9519,\u8fd9\u6761\u6d4b\u8bd5\u771f\u7684\u4f1a\u53d8\u7ea2\u5417?\u600e\u4e48\u53d8\u7ea2?<br \/>\n2. \u6709\u6ca1\u6709&#034;\u53ea\u8981\u4e0d\u629b\u5f02\u5e38\u5c31\u7b97\u8fc7&#034;\u7684\u7a7a\u6d4b\u8bd5?<br \/>\n3. \u6709\u6ca1\u6709\u62ff\u5b9e\u73b0\u4ee3\u7801\u7b97\u671f\u671b\u503c\u7684\u5faa\u73af\u8bba\u8bc1?<br \/>\n\u53ea\u6307\u51fa\u95ee\u9898\u548c\u7ed9\u4fee\u6539\u5efa\u8bae,\u5148\u522b\u52a8\u624b\u6539\u3002<\/p>\n<h3>&#x1f501; \u5b9e\u6218\u4e8c:\u5931\u8d25\u6d4b\u8bd5\u7684\u4fee\u590d\u5faa\u73af(\u6a21\u677f 5)<\/h3>\n<p>\u6d4b\u8bd5\u94fa\u597d\u4e4b\u540e,\u4f60\u6539\u4ee3\u7801\u3001\u7ea2\u706f\u4eae\u8d77,\u600e\u4e48\u8ba9 ZCode \u4fee\u5f97\u53c8\u5feb\u53c8\u7a33?\u8bb0\u4f4f\u8fd9\u4e2a\u5faa\u73af:<br \/>\n<img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/10\/20261005132543-6ac3a55752741.png\" alt=\"\u7ea2\u7eff\u4fee\u590d\u5faa\u73af:\u6bcf\u8f6e\u53ea\u89e3\u51b3\u4e00\u4e2a\u5931\u8d25\" \/><\/p>\n<p>\u4e09\u4e2a\u8981\u70b9:<\/p>\n<ul>\n<li>\u8d34\u5168\u62a5\u9519:\u4ece\u7b2c\u4e00\u884c FAILED \u5230\u6700\u540e\u4e00\u6bb5 traceback \u539f\u6837\u8d34\u7ed9\u5b83,\u522b\u622a\u534a\u53e5\u2014\u2014\u8fd9\u662f\u7cfb\u5217\u7b2c\u4e00\u7bc7\u7684\u8001\u89c4\u77e9,\u6d4b\u8bd5\u573a\u666f\u540c\u6837\u9002\u7528;<\/li>\n<li>\u5148\u5224\u5f52\u5c5e:\u662f\u4ee3\u7801\u9519\u4e86,\u8fd8\u662f\u6d4b\u8bd5\u9519\u4e86?\u5f88\u591a\u4fee\u590d\u8d70\u6837,\u662f\u56e0\u4e3a AI \u4e3a\u4e86\u8ba9\u6d4b\u8bd5\u53d8\u7eff,\u987a\u624b\u628a\u6d4b\u8bd5\u4e00\u8d77\u6539\u4e86\u3002\u6d4b\u8bd5\u4f53\u73b0\u7684\u662f\u4f60\u7684\u610f\u56fe,\u4e0d\u80fd\u88ab\u5b83\u6084\u6084&#034;\u7ea0\u6b63&#034;;<\/li>\n<li>\u6700\u5c0f\u4fee\u6539:\u4e00\u8f6e\u53ea\u89e3\u51b3\u4e00\u4e2a\u5931\u8d25,\u4fee\u5b8c\u5168\u91cf\u91cd\u8dd1,\u786e\u8ba4\u6ca1\u5f15\u5165\u65b0\u7684\u7ea2\u706f\u3002<\/li>\n<\/ul>\n<p>\u4fee\u590d\u63d0\u793a\u8bcd(\u6a21\u677f 5):<\/p>\n<p>pytest \u5168\u91cf\u8f93\u51fa\u5982\u4e0b(\u8d34\u5168)\u3002\u8981\u6c42:<br \/>\n1. \u5148\u5224\u65ad:\u662f\u5b9e\u73b0\u9519\u4e86\u8fd8\u662f\u6d4b\u8bd5\u9519\u4e86?\u7ed9\u51fa\u5224\u65ad\u4f9d\u636e;<br \/>\n2. \u5b9e\u73b0\u9519\u4e86\u5c31\u4fee\u5b9e\u73b0;\u6d4b\u8bd5\u671f\u671b\u672c\u8eab\u6ca1\u9519,\u5c31\u4e0d\u8bb8\u52a8\u6d4b\u8bd5;<br \/>\n3. \u53ea\u6539\u6700\u5c0f\u8303\u56f4,\u7981\u6b62\u987a\u624b\u91cd\u6784\u3001\u7981\u6b62\u987a\u624b\u5347\u7ea7\u4f9d\u8d56;<br \/>\n4. \u4fee\u5b8c\u8dd1\u5168\u91cf\u6d4b\u8bd5,\u5217\u51fa\u6539\u52a8\u6587\u4ef6\u4e0e\u539f\u56e0\u3002<\/p>\n<p>\u53e6\u5916,\u201c\u7eff\u4e86&#034;\u4e0d\u7b49\u4e8e&#034;\u4fee\u5bf9\u4e86\u201d\u3002\u5408\u5165\u524d\u62bd\u67e5\u4e00\u773c\u5b83\u8d34\u56de\u7684\u539f\u59cb\u8f93\u51fa:\u901a\u8fc7\u6570\u5bf9\u4e0d\u5bf9\u3001\u6709\u6ca1\u6709\u7528\u4f8b\u88ab\u8df3\u8fc7\u3001\u8017\u65f6\u662f\u5426\u6b63\u5e38\u3002\u8fd9\u5341\u79d2\u949f,\u662f\u5bf9&#034;AI \u62a5\u559c&#034;\u7684\u6700\u540e\u4e00\u9053\u4fdd\u9669\u3002<\/p>\n<h3>&#x1f6e1;\ufe0f \u5b9e\u6218\u4e09:\u628a&#034;\u6539\u5b8c\u5fc5\u6d4b&#034;\u53d8\u6210\u673a\u5236(\u6a21\u677f 6)<\/h3>\n<p>\u524d\u9762\u4e24\u8282\u90fd\u9760&#034;\u4f60\u8bb0\u5f97\u63d0\u9192&#034;\u3002\u8001\u8bfb\u8005\u77e5\u9053\u6211\u7684\u4e3b\u5f20:\u9760\u8bb0\u6027\u7684\u4e8b,\u8fdf\u65e9\u6f0f\u3002\u672c\u7cfb\u5217\u4e13\u95e8\u5199\u8fc7 Hooks\u2014\u2014\u5728 ZCode \u5de5\u4f5c\u6d41\u7684\u56fa\u5b9a\u8282\u70b9\u81ea\u52a8\u6267\u884c\u4f60\u7684\u811a\u672c,\u673a\u5236\u7ec6\u8282\u770b\u90a3\u7bc7,\u8fd9\u91cc\u76f4\u63a5\u7ed9\u6d4b\u8bd5\u573a\u666f\u7684\u6302\u6cd5(\u6a21\u677f 6):<\/p>\n<p><span class=\"token punctuation\">{<\/span><br \/>\n  <span class=\"token string-property property\">&#034;hooks&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n    <span class=\"token string-property property\">&#034;enabled&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token boolean\">true<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token string-property property\">&#034;events&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n      <span class=\"token string-property property\">&#034;PostToolUse&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">[<\/span><br \/>\n        <span class=\"token punctuation\">{<\/span><br \/>\n          <span class=\"token string-property property\">&#034;matcher&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;Edit|Write&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n          <span class=\"token string-property property\">&#034;hooks&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">[<\/span><br \/>\n            <span class=\"token punctuation\">{<\/span><br \/>\n              <span class=\"token string-property property\">&#034;type&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;process&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n              <span class=\"token string-property property\">&#034;command&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;D:\/tools\/remind-test.cmd&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n              <span class=\"token string-property property\">&#034;args&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span><br \/>\n              <span class=\"token string-property property\">&#034;timeoutMs&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token number\">10000<\/span><br \/>\n            <span class=\"token punctuation\">}<\/span><br \/>\n          <span class=\"token punctuation\">]<\/span><br \/>\n        <span class=\"token punctuation\">}<\/span><br \/>\n      <span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span><br \/>\n      <span class=\"token string-property property\">&#034;Stop&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">[<\/span><br \/>\n        <span class=\"token punctuation\">{<\/span><br \/>\n          <span class=\"token string-property property\">&#034;hooks&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">[<\/span><br \/>\n            <span class=\"token punctuation\">{<\/span><br \/>\n              <span class=\"token string-property property\">&#034;type&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;process&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n              <span class=\"token string-property property\">&#034;command&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;python&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n              <span class=\"token string-property property\">&#034;args&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;-m&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;pytest&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;-q&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span><br \/>\n              <span class=\"token string-property property\">&#034;timeoutMs&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token number\">120000<\/span><br \/>\n            <span class=\"token punctuation\">}<\/span><br \/>\n          <span class=\"token punctuation\">]<\/span><br \/>\n        <span class=\"token punctuation\">}<\/span><br \/>\n      <span class=\"token punctuation\">]<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><br \/>\n  <span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<p>\u653e\u5728\u7528\u6237\u7ea7 ~\/.zcode\/cli\/config.json(\u5168\u9879\u76ee\u751f\u6548)\u6216\u5de5\u4f5c\u533a\u7ea7 .zcode\/config.json(\u4ec5\u5f53\u524d\u9879\u76ee\u3001\u53ef\u968f Git \u5171\u4eab)\u7684 hooks \u5b57\u6bb5\u91cc\u3002\u56db\u4e2a\u8981\u70b9:<\/p>\n<ul>\n<li>enabled: true \u5fc5\u987b\u8bbe\u2014\u2014\u914d\u7f6e\u6587\u4ef6\u91cc\u7684 Hook \u9ed8\u8ba4\u5173\u95ed,\u5fd8\u4e86\u5b83,\u540e\u9762\u5168\u767d\u642d;<\/li>\n<li>PostToolUse \u5728\u6bcf\u6b21\u7f16\u8f91\/\u5199\u5165\u540e\u89e6\u53d1,\u9002\u5408\u6302\u8f7b\u91cf\u52a8\u4f5c:\u68c0\u6d4b\u672c\u6b21\u6539\u52a8\u662f\u5426\u6d89\u53ca\u6838\u5fc3\u76ee\u5f55\u3001\u63d0\u9192\u8865\u6d4b\u8bd5\u3002\u793a\u4f8b\u91cc\u7684\u811a\u672c\u8def\u5f84\u662f\u793a\u610f,\u6362\u6210\u4f60\u81ea\u5df1\u7684;<\/li>\n<li>Stop \u5728\u4e00\u8f6e\u56de\u7b54\u7ed3\u675f\u65f6\u89e6\u53d1,\u793a\u4f8b\u76f4\u63a5\u6302\u4e86\u5feb\u901f\u6d4b\u8bd5\u5957\u4ef6(python -m pytest -q),\u4e00\u8f6e\u6536\u5c3e\u81ea\u52a8\u9a8c\u8bc1\u3002\u6162\u6d4b\u8bd5\u522b\u5728\u8fd9\u513f\u786c\u7b49\u2014\u2014Hook \u662f\u540c\u6b65\u6267\u884c\u7684,\u8ba9\u811a\u672c\u81ea\u5df1\u628a\u91cd\u6d3b\u4e22\u5230\u540e\u53f0;<\/li>\n<li>\u8d85\u65f6\u5355\u4f4d\u522b\u8bb0\u6df7:command \u578b\u6309\u79d2,process \u578b\u6309\u6beb\u79d2(\u793a\u4f8b\u7528\u7684 process \u578b,120000 \u6beb\u79d2 &#061; \u4e24\u5206\u949f)\u3002\u8de8\u5e73\u53f0\u56e2\u961f\u4f18\u5148\u7528 process \u578b\u2014\u2014\u4e0d\u8d70 shell,\u4e09\u5927\u7cfb\u7edf\u8868\u73b0\u4e00\u81f4\u3002<\/li>\n<\/ul>\n<p>\u5206\u5bf8\u611f\u5f88\u91cd\u8981:Hook \u9002\u5408&#034;\u68c0\u67e5\u3001\u63d0\u9192\u3001\u62e6\u622a&#034;,\u522b\u8ba9\u5b83\u66ff\u4f60\u505a\u91cd\u51b3\u5b9a\u3002&#034;\u6bcf\u6b21\u7f16\u8f91\u90fd\u81ea\u52a8\u8dd1\u5168\u91cf\u6d4b\u8bd5&#034;\u8fd9\u79cd\u914d\u7f6e,\u8981\u4e48\u6162\u5230\u6000\u7591\u4eba\u751f,\u8981\u4e48\u903c\u4f60\u628a Hook \u5173\u6389\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/10\/20261005132543-6ac3a557ce873.png\" alt=\"\u4e24\u4e2a\u6302\u70b9:\u6539\u5b8c\u5c31\u63d0\u9192,\u6536\u5c3e\u5fc5\u9a8c\u8bc1\" \/><\/p>\n<h3>&#x1f310; \u5b9e\u6218\u56db:\u8ba9 AI \u50cf\u7528\u6237\u4e00\u6837\u6d4b\u7f51\u9875(\u6a21\u677f 7)<\/h3>\n<p>\u5355\u5143\u6d4b\u8bd5\u7ba1\u4f4f\u4e86\u51fd\u6570,\u4f46&#034;\u9875\u9762\u767d\u5c4f&#034;\u201c\u6309\u94ae\u70b9\u4e86\u6ca1\u53cd\u5e94&#034;\u8fd9\u7c7b\u95ee\u9898,\u53ea\u6709\u771f\u70b9\u4e00\u904d\u624d\u77e5\u9053\u3002\u6211\u4f7f\u7528\u7684 ZCode \u684c\u9762\u7248\u5185\u7f6e\u6d4f\u89c8\u5668\u81ea\u52a8\u5316\u80fd\u529b(\u4f60\u7684\u7248\u672c\u82e5\u6ca1\u6709,\u4ee5\u5b98\u65b9\u8bf4\u660e\u4e3a\u51c6),\u53ef\u4ee5\u8ba9\u5b83\u626e\u6f14&#034;\u771f\u5b9e\u7528\u6237\u201d,\u5bf9\u9875\u9762\u505a\u7eaf\u9ed1\u76d2\u6d4b\u8bd5\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/10\/20261005132544-6ac3a5583fbc1.png\" alt=\"\u7f51\u9875\u9ed1\u76d2\u6d4b\u8bd5\u56db\u9636\u6bb5\u4e0e\u4e24\u6761\u7ea2\u7ebf\" \/><\/p>\n<p>\u597d\u7528\u7684\u5173\u952e,\u662f\u628a\u89c4\u77e9\u4e00\u6b21\u6027\u8bf4\u6e05(\u6a21\u677f 7):<\/p>\n<p>\u8bf7\u5bf9 http:\/\/localhost:5173 \u505a\u9ed1\u76d2\u754c\u9762\u6d4b\u8bd5:<br \/>\n1. \u73af\u5883\u51c6\u5907:\u542f\u52a8\u672c\u5730\u5f00\u53d1\u670d\u52a1,\u7528\u6d4b\u8bd5\u8d26\u53f7 test01 \u767b\u5f55;<br \/>\n2. \u5148\u7ed9\u6211\u6d4b\u8bd5\u8ba1\u5212:P0 \u4e3b\u6d41\u7a0b \/ P1 \u4ea4\u4e92\u53cd\u9988 \/ P2 \u8f93\u5165\u8fb9\u754c \/<br \/>\n   P3 \u5e03\u5c40\u6837\u5f0f,\u4ece P0 \u5f00\u59cb\u6267\u884c;<br \/>\n3. \u5168\u7a0b\u50cf\u771f\u5b9e\u7528\u6237:\u53ea\u7528\u70b9\u51fb\u3001\u8f93\u5165\u3001\u6eda\u52a8\u5b8c\u6210\u64cd\u4f5c,<br \/>\n   \u4e0d\u8bb8\u6ce8\u5165\u811a\u672c\u6539\u9875\u9762\u72b6\u6001,\u4e0d\u8bb8\u6539 URL \u6284\u8fd1\u8def;<br \/>\n4. \u6bcf\u4e2a\u6d4b\u8bd5\u70b9\u90fd\u8981\u622a\u56fe\u7559\u8bc1,\u4fdd\u5b58\u5230 gui-test-screenshots\/;<br \/>\n5. \u53ea\u6d4b\u4e0d\u6539:\u53d1\u73b0 bug \u5148\u8bb0\u5f55,\u5168\u90e8\u6d4b\u5b8c\u518d\u95ee\u6211\u8981\u4e0d\u8981\u4fee;<br \/>\n6. \u6700\u540e\u51fa\u62a5\u544a:\u901a\u8fc7 \/ \u5931\u8d25 \/ \u65e0\u6cd5\u6267\u884c\u4e09\u7c7b,<br \/>\n   \u5931\u8d25\u9879\u9644\u590d\u73b0\u6b65\u9aa4\u548c\u622a\u56fe\u3002<\/p>\n<p>\u8fd9\u5957\u6d41\u7a0b\u8dd1\u5b8c,\u4f60\u4f1a\u62ff\u5230\u4e00\u4efd\u5e26\u622a\u56fe\u8bc1\u636e\u7684\u6d4b\u8bd5\u62a5\u544a\u3002\u51e0\u4e2a\u8bbe\u8ba1\u610f\u56fe\u8bf4\u900f:<\/p>\n<ul>\n<li>\u73af\u5883\u51c6\u5907\u4e0e\u6b63\u5f0f\u6d4b\u8bd5\u5206\u79bb:\u542f\u52a8\u670d\u52a1\u3001\u9020\u6d4b\u8bd5\u6570\u636e\u3001\u5907\u6d4b\u8bd5\u8d26\u53f7\u90fd\u5141\u8bb8,\u4f46\u4e00\u65e6\u58f0\u660e&#034;\u5f00\u59cb\u6d4b\u8bd5&#034;,\u5c31\u5207\u6362\u6210\u9ed1\u76d2\u6a21\u5f0f\u2014\u2014\u9632\u6b62\u5b83\u65e2\u5f53\u8003\u751f\u53c8\u5f53\u9605\u5377\u4eba;<\/li>\n<li>\u53cc\u9a8c\u8bc1:\u6bcf\u4e2a\u7ed3\u8bba\u90fd\u8981&#034;\u622a\u56fe &#043; \u9875\u9762\u7ed3\u6784\u53ea\u8bfb\u6838\u5bf9&#034;\u4e92\u76f8\u5370\u8bc1,\u5355\u51ed\u4e00\u6837\u4e0d\u7b97\u6570,\u9632\u6b62\u5b83\u770b\u8d70\u773c\u4e4b\u540e\u4e00\u672c\u6b63\u7ecf\u5730\u80e1\u8bf4;<\/li>\n<li>\u4e24\u6761\u7ea2\u7ebf:\u6d89\u53ca\u771f\u5b9e\u8d26\u53f7\u3001\u771f\u5b9e\u6570\u636e\u5199\u5165(\u4e0b\u5355\u3001\u652f\u4ed8\u3001\u5220\u9664)\u65f6,\u5148\u505c\u4e0b\u6765\u95ee\u4f60;\u6d4b\u8bd5\u9636\u6bb5\u53ea\u8bb0\u5f55\u4e0d\u4fee\u590d,\u5168\u90e8\u6d4b\u5b8c\u518d\u7edf\u4e00\u51b3\u5b9a\u4fee\u54ea\u4e9b\u2014\u2014\u987a\u5e8f\u53cd\u4e86,\u6d4b\u8bd5\u5c31\u5931\u53bb\u4e86\u72ec\u7acb\u6027\u3002<\/li>\n<\/ul>\n<p>\u5b83\u8fd8\u7279\u522b\u9002\u5408\u590d\u73b0 bug:\u628a\u7528\u6237\u53cd\u9988\u4e22\u7ed9\u5b83,\u201c\u6309\u8fd9\u4e2a\u6b65\u9aa4\u5728\u9875\u9762\u4e0a\u70b9\u4e00\u904d,\u590d\u73b0\u4e86\u622a\u56fe\u7ed9\u6211\u201d,\u6bd4\u4f60\u81ea\u5df1\u5f00\u7740\u4e00\u5806\u7a97\u53e3\u6765\u56de\u5207\u6362\u5feb\u5f97\u591a,\u8bc1\u636e\u8fd8\u9f50\u5168\u3002<\/p>\n<h3>\u23f0 \u5b9e\u6218\u4e94:\u5b9a\u65f6\u56de\u5f52\u4e0e\u540e\u53f0\u957f\u8dd1(\u6a21\u677f 8)<\/h3>\n<p>\u56de\u5f52\u6d4b\u8bd5\u6700\u70e6\u4eba\u7684\u662f&#034;\u8bb0\u4e0d\u4f4f\u3001\u61d2\u5f97\u8dd1&#034;\u3002\u4e24\u62db,\u628a\u5b83\u53d8\u6210\u4e0d\u7528\u60e6\u8bb0\u7684\u4e8b:<\/p>\n<p>\u957f\u6d4b\u8bd5\u4e22\u540e\u53f0\u3002\u5168\u91cf\u6d4b\u8bd5\u8981\u8dd1\u51e0\u5206\u949f?\u76f4\u63a5\u8bf4&#034;\u653e\u5230\u540e\u53f0\u8fd0\u884c&#034;,\u4e0d\u963b\u585e\u5bf9\u8bdd,\u8dd1\u5b8c\u901a\u77e5\u4f60\u2014\u2014\u7b49\u5f85\u65f6\u95f4\u8be5\u5e72\u561b\u5e72\u561b\u3002<\/p>\n<p>\u5b9a\u65f6\u81ea\u52a8\u56de\u5f52\u3002\u5728\u5bf9\u8bdd\u91cc\u76f4\u63a5\u8bf4:&#034;\u6bcf\u5929\u65e9\u4e0a\u516b\u70b9,\u5168\u91cf\u8dd1\u4e00\u904d\u9879\u76ee\u6d4b\u8bd5,\u6309\u6a21\u677f\u5199\u62a5\u544a\u5b58\u5230 reports\/ \u76ee\u5f55\u3002&#034;\u5230\u70b9\u81ea\u52a8\u6267\u884c,\u4f60\u5230\u5de5\u4f4d\u65f6\u62a5\u544a\u5df2\u7ecf\u8eba\u5728\u90a3\u91cc\u4e86\u3002\u8fd9\u6b63\u662f\u7cfb\u5217\u7b2c\u4e00\u7bc7&#034;\u5b9a\u65f6\u4efb\u52a1&#034;\u6280\u5de7\u7684\u7528\u6b66\u4e4b\u5730\u3002<\/p>\n<p>\u56de\u5f52\u62a5\u544a\u6a21\u677f(\u6a21\u677f 8):<\/p>\n<p>\u6c47\u603b\u672c\u6b21\u56de\u5f52\u7ed3\u679c,\u8f93\u51fa\u5230 reports\/regression-\u5f53\u65e5\u65e5\u671f.md:<br \/>\n\u4e00\u3001\u603b\u4f53\u7ed3\u8bba:\u901a\u8fc7\u7387\u3001\u8017\u65f6\u3001\u5931\u8d25\u6570<br \/>\n\u4e8c\u3001\u5931\u8d25\u6e05\u5355:\u7528\u4f8b\u540d\u3001\u62a5\u9519\u9996\u884c\u3001<br \/>\n    \u521d\u6b65\u5f52\u56e0(\u4ee3\u7801\u95ee\u9898 \/ \u73af\u5883\u95ee\u9898 \/ \u6d4b\u8bd5\u672c\u8eab)<br \/>\n\u4e09\u3001\u4e0e\u4e0a\u4e00\u6b21\u76f8\u6bd4\u65b0\u589e\u4e0e\u6062\u590d\u7684\u7528\u4f8b<\/p>\n<p>&#034;\u521d\u6b65\u5f52\u56e0&#034;\u8fd9\u680f\u503c\u5f97\u591a\u8bf4\u4e00\u53e5:\u5931\u8d25\u4e0d\u7b49\u4e8e bug\u2014\u2014\u53ef\u80fd\u662f\u73af\u5883\u6302\u4e86\u3001\u4f9d\u8d56\u8fc7\u671f\u3001\u6d4b\u8bd5\u6570\u636e\u88ab\u4eba\u52a8\u4e86\u3002\u8ba9 AI \u5148\u628a\u5f52\u56e0\u5206\u597d\u7c7b,\u4f60\u65e9\u4e0a\u53ea\u9700\u8981\u76ef&#034;\u4ee3\u7801\u95ee\u9898&#034;\u90a3\u4e00\u680f\u3002<\/p>\n<h3>&#x1f9ef; 6 \u4e2a\u9ad8\u9891\u5751(\u6211\u5168\u8e29\u8fc7)<\/h3>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/10\/20261005132544-6ac3a558d9b79.png\" alt=\"6 \u4e2a\u9ad8\u9891\u5751\u4e0e\u5bf9\u7b56\" \/><\/p>\n<li>\u65ad\u8a00\u6052\u771f:\u6d4b\u8bd5\u6570\u91cf\u6da8\u5f97\u98de\u5feb,\u4e8b\u6545\u7167\u51fa\u4e0d\u8bef\u2014\u2014AI \u5728\u7528&#034;\u5199\u6ee1\u7528\u4f8b&#034;\u5b8c\u6210\u4efb\u52a1,\u800c\u4e0d\u662f&#034;\u6d4b\u4f4f\u98ce\u9669&#034;\u3002\u5bf9\u7b56\u5c31\u662f\u6a21\u677f 4 \u7684\u4e09\u8fde\u95ee;<\/li>\n<li>\u8fde\u4e0a\u771f\u5b9e\u73af\u5883:\u6d4b\u8bd5\u811a\u672c\u91cc\u8eba\u7740\u4f60\u771f\u5b9e\u5e93\u7684\u8fde\u63a5\u4e32,\u4e00\u8dd1,\u6570\u636e\u6ca1\u4e86\u3002\u6d4b\u8bd5\u5e93 &#043; \u6d4b\u8bd5\u53f7\u5199\u8fdb AGENTS.md,\u4ece\u6e90\u5934\u65ad\u6389\u8fd9\u6761\u8def\u5f84;<\/li>\n<li>\u4e00\u53e3\u6c14\u8981\u4e00\u767e\u4e2a\u7528\u4f8b:\u6570\u91cf\u76ee\u6807\u5fc5\u7136\u903c\u51fa\u51d1\u6570\u7528\u4f8b\u3002\u6309&#034;\u6838\u5fc3\u903b\u8f91 \u2192 \u9ad8\u9891\u8def\u5f84 \u2192 \u5176\u4f59&#034;\u5206\u6279,\u6bcf\u6279\u8fc7\u76ee\u518d\u653e\u4e0b\u4e00\u6279;<\/li>\n<li>\u8fd0\u52a8\u5458\u517c\u88c1\u5224:\u8ba9 AI \u540c\u65f6\u6539\u5b9e\u73b0\u548c\u6539\u6d4b\u8bd5,\u574f\u5f97\u6084\u65e0\u58f0\u606f\u3002\u4fee bug 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