{"id":66046,"date":"2026-01-26T07:33:06","date_gmt":"2026-01-25T23:33:06","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/66046.html"},"modified":"2026-01-26T07:33:06","modified_gmt":"2026-01-25T23:33:06","slug":"vibe-coding-%e7%94%a8-superpowers-%e6%8a%8a-claude-code-%e5%8f%98%e6%88%90%e6%8c%89%e6%b5%81%e7%a8%8b%e4%ba%a4%e4%bb%98%e7%9a%84-ai-%e6%90%ad%e6%a1%a3","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/66046.html","title":{"rendered":"Vibe Coding - \u7528 Superpowers \u628a Claude Code \u53d8\u6210\u6309\u6d41\u7a0b\u4ea4\u4ed8\u7684 AI \u642d\u6863"},"content":{"rendered":"<\/p>\n<h4>\u6587\u7ae0\u76ee\u5f55<\/h4>\n<ul>\n<li>\u6982\u8ff0<\/li>\n<li>\u4e00\u3001AI \u4f1a\u5199\u4ee3\u7801&#xff0c;\u4f46\u4e0d\u4f1a\u4ea4\u4ed8<\/li>\n<li>\n<ul>\n<li>1.1 \u5e38\u89c1\u75db\u70b9&#xff1a;\u4ee3\u7801\u6709\u4e86&#xff0c;\u5de5\u7a0b\u6ca1\u6709<\/li>\n<li>1.2 \u4f20\u7edf\u7528\u6cd5\u7684\u5c40\u9650&#xff1a;\u4e00\u6761\u5927 prompt \u89e3\u51b3\u4e0d\u4e86\u6d41\u7a0b\u95ee\u9898<\/li>\n<\/ul>\n<\/li>\n<li>\u4e8c\u3001Claude Code \u4e0e Skills&#xff1a;\u4e3a\u4ec0\u4e48\u8981\u628a\u6d41\u7a0b\u505a\u6210\u6280\u80fd<\/li>\n<li>\n<ul>\n<li>2.1 Claude Code&#xff1a;\u4ece\u804a\u5929\u5230\u300c\u5de5\u7a0b\u4e0a\u4e0b\u6587\u300d<\/li>\n<li>2.2 Skills \/ Superpowers&#xff1a;\u628a\u5de5\u7a0b\u5b9e\u8df5\u300c\u56fa\u5316\u300d\u4e0b\u6765<\/li>\n<\/ul>\n<\/li>\n<li>\u4e09\u3001\u4ec0\u4e48\u662f Superpowers&#xff1a;\u7ed9 AI \u52a0\u4e0a\u5de5\u7a0b\u6d41\u7a0b\u7eaa\u5f8b<\/li>\n<li>\n<ul>\n<li>3.1 \u8bbe\u8ba1\u76ee\u6807&#xff1a;\u4ece\u300c\u80fd\u5199\u4ee3\u7801\u300d\u5230\u300c\u80fd\u4ea4\u4ed8\u300d<\/li>\n<li>3.2 \u6838\u5fc3\u6d41\u7a0b&#xff1a;brainstorm \u2192 plan \u2192 implement \u2192 review \u2192 verify \u2192 ship<\/li>\n<\/ul>\n<\/li>\n<li>\u56db\u3001Superpowers \u5de5\u4f5c\u6d41\u8be6\u89e3&#xff1a;\u4ece\u60f3\u6cd5\u5230\u53ef\u9a8c\u8bc1\u4ea4\u4ed8<\/li>\n<li>\n<ul>\n<li>4.1 \u9700\u6c42\u6f84\u6e05\u4e0e\u65b9\u6848\u8bbe\u8ba1&#xff1a;brainstorming<\/li>\n<li>4.2 \u751f\u6210\u53ef\u6267\u884c\u8ba1\u5212&#xff1a;writing-plans<\/li>\n<li>4.3 \u6309\u8ba1\u5212\u6267\u884c&#xff1a;execute-plan \/ executing-plans<\/li>\n<li>4.4 \u7cfb\u7edf\u5316\u8c03\u8bd5\u4e0e Bug \u4fee\u590d&#xff1a;systematic-debugging<\/li>\n<li>4.5 \u9a8c\u8bc1\u4f18\u5148&#xff1a;verification-before-completion<\/li>\n<li>4.6 \u4ee3\u7801\u5ba1\u67e5\u4e0e\u89c4\u8303\u5ba1\u6838&#xff1a;\u8bf7\u6c42 review \u7684\u6b63\u786e\u59ff\u52bf<\/li>\n<\/ul>\n<\/li>\n<li>\u4e94\u3001\u5b9e\u6218\u6848\u4f8b&#xff1a;\u4e3a\u540e\u7aef\u670d\u52a1\u65b0\u589e\u5bfc\u51fa\u62a5\u8868\u63a5\u53e3<\/li>\n<li>\n<ul>\n<li>5.1 \u573a\u666f\u8bbe\u5b9a<\/li>\n<li>5.2 \u9700\u6c42\u6f84\u6e05&#xff08;brainstorming&#xff09;<\/li>\n<li>5.3 \u751f\u6210\u5b9e\u73b0\u8ba1\u5212&#xff08;writing-plans&#xff09;<\/li>\n<li>5.4 \u6309\u8ba1\u5212\u6267\u884c&#xff08;execute-plan&#xff09;<\/li>\n<li>5.5 \u7cfb\u7edf\u5316\u8c03\u8bd5\u4e0e\u8865\u5f3a&#xff08;systematic-debugging&#xff09;<\/li>\n<li>5.6 \u9a8c\u8bc1\u4e0e\u4ea4\u4ed8&#xff08;verification-before-completion&#xff09;<\/li>\n<\/ul>\n<\/li>\n<li>\u516d\u3001\u4e0e\u5176\u4ed6\u65b9\u6848\u7684\u5bf9\u6bd4&#xff1a;Superpowers \u4e0d\u53ea\u662f\u300c\u66f4\u597d\u7684 prompt\u300d<\/li>\n<li>\n<ul>\n<li>\u4e0d\u540c AI \u7f16\u7a0b\u65b9\u5f0f\u7684\u5173\u952e\u5dee\u5f02<\/li>\n<\/ul>\n<\/li>\n<li>\u4e03\u3001\u5b9e\u8df5\u5efa\u8bae&#xff1a;\u5982\u4f55\u5728\u56e2\u961f\u91cc\u843d\u5730 Superpowers<\/li>\n<li>\n<ul>\n<li>7.1 \u5b89\u88c5\u4e0e\u96c6\u6210\u7684\u57fa\u672c\u601d\u8def<\/li>\n<li>7.2 \u5c06 brainstorming \u8f93\u51fa\u63a5\u5165\u56e2\u961f\u6587\u6863<\/li>\n<li>7.3 \u628a verification-before-completion \u5bf9\u63a5\u5230 CI<\/li>\n<li>7.4 \u4f55\u65f6\u8d70\u5168\u6d41\u7a0b&#xff0c;\u4f55\u65f6\u9002\u5ea6\u7b80\u5316<\/li>\n<li>7.5 \u5e38\u89c1\u5751\u4e0e\u9632\u5fa1\u6027\u8bbe\u8ba1<\/li>\n<\/ul>\n<\/li>\n<li>\u516b\u3001\u7ed3\u8bed&#xff1a;\u7528\u6d41\u7a0b\u9a6f\u5316 AI&#xff0c;\u800c\u4e0d\u662f\u9760\u8fd0\u6c14<\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/01\/20260125233304-6976a830b15a7.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h2>\u6982\u8ff0<\/h2>\n<p>\u5728\u5927\u591a\u6570\u4eba\u7684\u65e5\u5e38\u4f53\u9a8c\u91cc&#xff0c;\u300c\u4f1a\u5199\u4ee3\u7801\u7684 AI\u300d\u5df2\u7ecf\u4e0d\u662f\u65b0\u9c9c\u4e8b&#xff0c;\u4f46\u300c\u80fd\u6309\u5de5\u7a0b\u6d41\u7a0b\u4ea4\u4ed8\u7684 AI\u300d\u4f9d\u7136\u5f88\u5c11\u89c1\u3002\u5f88\u591a\u56e2\u961f\u5728\u628a Claude\u3001GPT \u63a5\u5165\u5f00\u53d1\u5de5\u4f5c\u6d41\u540e&#xff0c;\u4f1a\u53d1\u73b0\u4e00\u4e2a\u76f8\u540c\u7684\u95ee\u9898&#xff1a;\u5b83\u4eec\u5199\u4ee3\u7801\u5f88\u5feb&#xff0c;\u5374\u5f88\u96be\u771f\u6b63\u6491\u5f97\u4f4f\u4e00\u4e2a\u4e25\u8083\u9879\u76ee\u7684\u957f\u671f\u6f14\u8fdb\u3002<\/p>\n<p>\u63a5\u4e0b\u6765\u6211\u4f1a\u7cfb\u7edf\u8bb2\u8bb2\u4e00\u4e2a\u8fd1\u4e24\u5e74\u975e\u5e38\u6709\u4ee3\u8868\u6027\u7684\u65b9\u6848\u2014\u2014Superpowers&#xff1a;\u5b83\u4e0d\u662f\u8ba9 Claude Code \u5199\u5f97\u300c\u66f4\u806a\u660e\u300d&#xff0c;\u800c\u662f\u7ed9\u5b83\u52a0\u4e0a\u4e00\u6574\u5957\u5de5\u7a0b\u6d41\u7a0b\u7eaa\u5f8b&#xff0c;\u8ba9\u5b83\u6309\u7167\u300cbrainstorm \u2192 plan \u2192 implement \u2192 review \u2192 verify \u2192 ship\u300d\u8fd9\u6837\u7684\u8282\u594f\u7a33\u5b9a\u8f93\u51fa\u53ef\u9a8c\u8bc1\u7684\u4ea4\u4ed8\u7269\u3002<\/p>\n<p>https:\/\/github.com\/obra\/superpowers<\/p>\n<hr \/>\n<h2>\u4e00\u3001AI \u4f1a\u5199\u4ee3\u7801&#xff0c;\u4f46\u4e0d\u4f1a\u4ea4\u4ed8<\/h2>\n<h3>1.1 \u5e38\u89c1\u75db\u70b9&#xff1a;\u4ee3\u7801\u6709\u4e86&#xff0c;\u5de5\u7a0b\u6ca1\u6709<\/h3>\n<p>\u5728\u771f\u5b9e\u56e2\u961f\u91cc&#xff0c;\u7528 Claude \/ GPT \u8f85\u52a9\u5f00\u53d1\u7ecf\u5e38\u4f1a\u9047\u5230\u8fd9\u4e9b\u60c5\u51b5&#xff1a;<\/p>\n<ul>\n<li>\u9700\u6c42\u5bf9\u4e0d\u9f50&#xff1a;\u4f60\u7ed9\u51fa\u4e00\u6bb5\u81ea\u7136\u8bed\u8a00\u63cf\u8ff0&#xff0c;\u5b83\u4ea7\u51fa\u7684\u5b9e\u73b0\u53ea\u6ee1\u8db3\u4e86 60% \u7684\u5173\u952e\u9700\u6c42&#xff0c;\u5269\u4e0b\u7684\u9760\u6765\u56de\u8865\u4e01\u3002<\/li>\n<li>\u7f3a\u4e4f\u89c4\u5212&#xff1a;\u76f4\u63a5\u5728\u4e00\u5806\u6587\u4ef6\u91cc\u300c\u52a8\u5200\u300d&#xff0c;\u4f46\u6ca1\u6709\u5168\u5c40\u8bbe\u8ba1&#xff0c;\u4e5f\u6ca1\u6709\u6e05\u6670\u7684\u53d8\u66f4\u8fb9\u754c\u3002<\/li>\n<li>\u4fee bug \u9760\u300c\u611f\u89c9\u300d&#xff1a;\u8ba9 AI \u731c\u53ef\u80fd\u539f\u56e0&#xff0c;\u4e00\u987f\u4fee\u6539\u540e\u95ee\u9898\u4f3c\u4e4e\u6d88\u5931\u4e86&#xff0c;\u4f46\u4e00\u5468\u540e\u5c31\u56de\u5f52\u3002<\/li>\n<li>\u6ca1\u6709\u53ef\u4fe1\u7684\u9a8c\u8bc1&#xff1a;AI \u8bf4\u300c\u6211\u5df2\u7ecf\u8dd1\u8fc7\u6d4b\u8bd5\u4e86\u300d&#xff0c;\u5374\u4e0d\u7ed9\u4efb\u4f55\u6d4b\u8bd5\u8f93\u51fa\u3001\u65e5\u5fd7\u6216\u9a8c\u8bc1\u6b65\u9aa4\u3002<\/li>\n<\/ul>\n<p>\u8fd9\u4e9b\u95ee\u9898\u7684\u672c\u8d28&#xff0c;\u5e76\u4e0d\u662f\u300c\u6a21\u578b\u4e0d\u591f\u806a\u660e\u300d&#xff0c;\u800c\u662f\u7f3a\u4e4f\u53ef\u91cd\u590d\u7684\u5de5\u7a0b\u6d41\u7a0b&#xff1a;\u5373\u4f7f\u6362\u4e00\u4e2a\u4eba\u7c7b\u521d\u7ea7\u5f00\u53d1\u5728\u6ca1\u6709\u89c4\u8303\u7684\u6d41\u7a0b\u4e0b\u5de5\u4f5c&#xff0c;\u4e5f\u4f1a\u8e29\u7c7b\u4f3c\u7684\u5751\u3002<\/p>\n<h3>1.2 \u4f20\u7edf\u7528\u6cd5\u7684\u5c40\u9650&#xff1a;\u4e00\u6761\u5927 prompt \u89e3\u51b3\u4e0d\u4e86\u6d41\u7a0b\u95ee\u9898<\/h3>\n<p>\u5f88\u591a\u56e2\u961f\u4e00\u5f00\u59cb\u4f1a\u5c1d\u8bd5\u901a\u8fc7\u300c\u5199\u5927 prompt\u300d\u6765\u89e3\u51b3\u95ee\u9898&#xff0c;\u4f8b\u5982\u7ed9\u6a21\u578b\u4e00\u6bb5\u5de8\u957f\u7684\u6307\u4ee4&#xff1a;\u300c\u4f60\u662f\u4e00\u4e2a\u8d44\u6df1\u5de5\u7a0b\u5e08&#xff0c;\u8981\u5148\u5206\u6790\u9700\u6c42&#xff0c;\u518d\u5199\u8bbe\u8ba1&#xff0c;\u518d\u5199\u4ee3\u7801&#xff0c;\u518d\u5199\u6d4b\u8bd5\u2026\u2026\u300d\u3002<\/p>\n<p>\u8fd9\u7c7b\u65b9\u6cd5\u6709\u51e0\u4e2a\u73b0\u5b9e\u5c40\u9650&#xff1a;<\/p>\n<ul>\n<li>\u4e0d\u53ef\u9a8c\u8bc1&#xff1a;\u6a21\u578b\u6709\u6ca1\u6709\u771f\u7684\u6309\u4f60\u8bf4\u7684\u6b65\u9aa4\u505a&#xff0c;\u4f60\u5f88\u96be\u68c0\u67e5&#xff0c;\u5b83\u9876\u591a\u5728\u56de\u7b54\u91cc\u300c\u6f14\u4e00\u904d\u6d41\u7a0b\u300d\u3002<\/li>\n<li>\u4e0d\u53ef\u590d\u7528&#xff1a;\u6bcf\u4e2a\u9879\u76ee\u3001\u6bcf\u4e2a\u5f00\u53d1\u8005\u90fd\u8981\u81ea\u5df1\u7ef4\u62a4\u4e00\u5957 prompt&#xff0c;\u98ce\u683c\u5404\u5f02&#xff0c;\u5f88\u96be\u6807\u51c6\u5316\u3002<\/li>\n<li>\u4e0d\u53ef\u6f14\u8fdb&#xff1a;\u6d41\u7a0b\u3001\u89c4\u8303\u8c03\u6574\u65f6&#xff0c;\u8981\u624b\u52a8\u6539\u65e0\u6570 prompt&#xff0c;\u96be\u4ee5\u50cf\u914d\u7f6e\/\u4ee3\u7801\u90a3\u6837\u7edf\u4e00\u7ba1\u7406\u3002<\/li>\n<\/ul>\n<p>\u8981\u628a AI \u771f\u6b63\u7eb3\u5165\u5de5\u7a0b\u4f53\u7cfb&#xff0c;\u5c31\u9700\u8981\u628a\u300c\u6d41\u7a0b\u672c\u8eab\u300d\u7f16\u7801\u6210\u53ef\u590d\u7528\u7684\u6280\u80fd\/\u5de5\u5177&#xff0c;\u800c\u4e0d\u662f\u53ea\u5199\u5728\u8bf4\u660e\u6587\u6863\u548c prompt \u91cc\u3002<\/p>\n<hr \/>\n<h2>\u4e8c\u3001Claude Code \u4e0e Skills&#xff1a;\u4e3a\u4ec0\u4e48\u8981\u628a\u6d41\u7a0b\u505a\u6210\u6280\u80fd<\/h2>\n<h3>2.1 Claude Code&#xff1a;\u4ece\u804a\u5929\u5230\u300c\u5de5\u7a0b\u4e0a\u4e0b\u6587\u300d<\/h3>\n<p>Claude Code \u53ef\u4ee5\u770b\u4f5c\u662f\u300c\u9762\u5411\u5de5\u7a0b\u9879\u76ee\u300d\u7684\u4e00\u79cd\u7528\u6cd5&#xff0c;\u5b83\u901a\u5e38\u5177\u5907\u8fd9\u4e9b\u80fd\u529b&#xff1a;<\/p>\n<ul>\n<li>\u76f4\u63a5\u8bbf\u95ee\u9879\u76ee\u6587\u4ef6&#xff08;\u591a\u6587\u4ef6\u7f16\u8f91\u3001\u9605\u8bfb\u3001\u641c\u7d22&#xff09;&#xff1b;<\/li>\n<li>\u5728\u547d\u4ee4\u884c \/ IDE \u4e2d\u6267\u884c\u6784\u5efa\u3001\u6d4b\u8bd5\u7b49\u547d\u4ee4&#xff08;\u89c6\u5177\u4f53\u96c6\u6210\u65b9\u6848\u800c\u5b9a&#xff09;&#xff1b;<\/li>\n<li>\u5c06\u4e00\u6b21\u4f1a\u8bdd\u7ed1\u5b9a\u5230\u4e00\u4e2a\u7a33\u5b9a\u7684\u5de5\u7a0b\u4e0a\u4e0b\u6587&#xff0c;\u800c\u4e0d\u662f\u677e\u6563\u7684\u95f2\u804a\u3002<\/li>\n<\/ul>\n<p>\u5728\u8fd9\u79cd\u573a\u666f\u4e0b&#xff0c;\u300c\u600e\u4e48\u5199\u300d\u5df2\u7ecf\u4e0d\u662f\u6700\u5927\u95ee\u9898&#xff0c;\u771f\u6b63\u7684\u95ee\u9898\u662f\u300c\u6309\u4ec0\u4e48\u8fc7\u7a0b\u5199\u300d&#xff0c;\u4ee5\u53ca\u300c\u5982\u4f55\u4fdd\u8bc1\u6700\u540e\u7684\u7ed3\u679c\u53ef\u9a8c\u8bc1\u300d\u3002<\/p>\n<h3>2.2 Skills \/ Superpowers&#xff1a;\u628a\u5de5\u7a0b\u5b9e\u8df5\u300c\u56fa\u5316\u300d\u4e0b\u6765<\/h3>\n<p>Superpowers \u662f\u4e00\u4e2a\u56f4\u7ed5 Claude Code \u7684\u6280\u80fd\u5e93&#xff0c;\u7528\u6765\u628a\u5de5\u7a0b\u5b9e\u8df5\u6d41\u7a0b\u505a\u6210\u300c\u53ef\u8c03\u7528\u7684\u6280\u80fd\u300d&#xff0c;\u800c\u4e0d\u662f\u505c\u7559\u5728\u53e3\u5934\u7ea6\u5b9a\u4e0a\u3002<\/p>\n<p>\u5b83\u6709\u51e0\u4e2a\u5173\u952e\u7279\u5f81&#xff1a;<\/p>\n<ul>\n<li>\u5c06\u5de5\u7a0b\u6d41\u7a0b\u62c6\u89e3\u6210\u72ec\u7acb\u6280\u80fd&#xff08;brainstorming\u3001writing-plans\u3001systematic-debugging\u3001verification-before-completion \u7b49&#xff09;\u3002<\/li>\n<li>\u6bcf\u4e2a\u6280\u80fd\u90fd\u6709\u6e05\u6670\u7684\u8f93\u5165\u3001\u8f93\u51fa\u548c\u6210\u529f\u6761\u4ef6&#xff0c;\u884c\u4e3a\u76f8\u5bf9\u7a33\u5b9a\u3002<\/li>\n<li>\u6280\u80fd\u4e4b\u95f4\u53ef\u4ee5\u7ec4\u5408\u6210\u5b8c\u6574\u5de5\u4f5c\u6d41&#xff1a;\u4ece\u9700\u6c42\u6f84\u6e05\u5230\u4ee3\u7801\u5ba1\u67e5\u518d\u5230\u4ea4\u4ed8\u9a8c\u8bc1\u3002<\/li>\n<\/ul>\n<p>\u6362\u53e5\u8bdd\u8bf4&#xff0c;Superpowers \u4e0d\u76f4\u63a5\u8ba9\u6a21\u578b\u300c\u53d8\u806a\u660e\u300d&#xff0c;\u800c\u662f\u8ba9\u6a21\u578b\u300c\u6309\u89c4\u77e9\u529e\u4e8b\u300d\u3002<\/p>\n<hr \/>\n<h2>\u4e09\u3001\u4ec0\u4e48\u662f Superpowers&#xff1a;\u7ed9 AI \u52a0\u4e0a\u5de5\u7a0b\u6d41\u7a0b\u7eaa\u5f8b<\/h2>\n<h3>3.1 \u8bbe\u8ba1\u76ee\u6807&#xff1a;\u4ece\u300c\u80fd\u5199\u4ee3\u7801\u300d\u5230\u300c\u80fd\u4ea4\u4ed8\u300d<\/h3>\n<p>Superpowers \u7684\u8bbe\u8ba1\u76ee\u6807\u53ef\u4ee5\u7528\u4e00\u53e5\u8bdd\u6982\u62ec&#xff1a;<\/p>\n<p>\u8ba9 Claude Code \u50cf\u4e00\u4e2a\u53d7\u8fc7\u4e25\u683c\u8bad\u7ec3\u7684\u5de5\u7a0b\u5e08\u90a3\u6837\u5de5\u4f5c&#xff1a;\u6bcf\u4e2a\u6b65\u9aa4\u6709\u4ea7\u51fa\u3001\u6709\u9a8c\u8bc1\u3001\u6709\u8bb0\u5f55&#xff0c;\u800c\u4e0d\u662f\u4e00\u901a\u300c\u7075\u611f\u8f93\u51fa\u300d\u3002<\/p>\n<p>\u5b83\u5173\u6ce8\u7684\u6838\u5fc3\u95ee\u9898\u5305\u62ec&#xff1a;<\/p>\n<ul>\n<li>\u5982\u4f55\u7cfb\u7edf\u6f84\u6e05\u9700\u6c42\u548c\u8bbe\u8ba1&#xff08;brainstorming \u7c7b\u6280\u80fd&#xff09;\u3002<\/li>\n<li>\u5982\u4f55\u751f\u6210\u5e26\u9a8c\u8bc1\u8ba1\u5212\u7684\u6267\u884c\u65b9\u6848&#xff08;writing-plans&#xff09;\u3002<\/li>\n<li>\u5982\u4f55\u6309\u8ba1\u5212\u6267\u884c&#xff0c;\u800c\u4e0d\u662f\u4e34\u65f6\u8d77\u610f&#xff08;execute-plan \/ executing-plans&#xff09;\u3002<\/li>\n<li>\u5982\u4f55\u7cfb\u7edf\u5730\u8c03\u8bd5\u548c\u9a8c\u8bc1&#xff08;systematic-debugging\u3001test-driven-development\u3001verification-before-completion \u7b49&#xff09;\u3002<\/li>\n<\/ul>\n<h3>3.2 \u6838\u5fc3\u6d41\u7a0b&#xff1a;brainstorm \u2192 plan \u2192 implement \u2192 review \u2192 verify \u2192 ship<\/h3>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/01\/20260125233305-6976a8312303b.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>Superpowers \u80cc\u540e\u7684\u5178\u578b\u5de5\u7a0b\u6d41\u7a0b\u53ef\u4ee5\u62bd\u8c61\u4e3a\u8fd9\u4e00\u4e32&#xff1a;brainstorm \u2192 plan \u2192 implement \u2192 review \u2192 verify \u2192 ship\u3002<\/p>\n<ul>\n<li>brainstorming&#xff1a;\u56f4\u7ed5\u9700\u6c42\u5c55\u5f00\u7ed3\u6784\u5316\u8ba8\u8bba&#xff0c;\u751f\u6210\u5c0f\u89c4\u683c\u8bf4\u660e&#xff08;\u76ee\u6807\u3001\u975e\u76ee\u6807\u3001\u7ea6\u675f\u3001\u9a8c\u6536\u6807\u51c6&#xff09;\u3002<\/li>\n<li>writing-plans&#xff1a;\u5c06\u9700\u6c42\u62c6\u89e3\u6210\u4e00\u7cfb\u5217\u300c\u53ef\u6267\u884c\u3001\u53ef\u9a8c\u8bc1\u300d\u7684\u4efb\u52a1&#xff0c;\u5305\u542b\u4fee\u6539\u6587\u4ef6\u3001\u63a5\u53e3\u3001\u6570\u636e\u7ed3\u6784\u4ee5\u53ca\u5bf9\u5e94\u9a8c\u8bc1\u65b9\u5f0f\u3002<\/li>\n<li>implement&#xff08;\u901a\u5e38\u901a\u8fc7 execute-plan \u7cfb\u5217\u6280\u80fd&#xff09;&#xff1a;\u6839\u636e\u8ba1\u5212\u9010\u9879\u5b9e\u65bd&#xff0c;\u6bcf\u4e00\u6b65\u4e4b\u540e\u8fdb\u884c\u5c40\u90e8\u9a8c\u8bc1\u3002<\/li>\n<li>review&#xff1a;\u5bf9\u53d8\u66f4\u8fdb\u884c\u5ba1\u67e5&#xff0c;\u68c0\u67e5\u662f\u5426\u6ee1\u8db3\u89c4\u683c\u3001\u662f\u5426\u7b26\u5408\u4ee3\u7801\u8d28\u91cf\u548c\u67b6\u6784\u7ea6\u675f\u3002<\/li>\n<li>verify&#xff08;verification-before-completion&#xff09;&#xff1a;\u5728\u5ba3\u5e03\u5b8c\u6210\u524d\u6267\u884c\u5fc5\u8981\u7684\u6d4b\u8bd5\u3001\u68c0\u67e5\u548c\u9a8c\u8bc1&#xff0c;\u5e76\u4fdd\u5b58\u8bc1\u636e\u3002<\/li>\n<li>ship&#xff1a;\u5c06\u7ed3\u679c\u7eb3\u5165\u4ed3\u5e93\u3001\u5408\u5e76 PR \u6216\u6807\u8bb0\u4efb\u52a1\u5b8c\u6210\u3002<\/li>\n<\/ul>\n<p>\u6ce8\u610f&#xff1a;Superpowers \u5e76\u4e0d\u5f3a\u5236\u4f60\u6c38\u8fdc\u8d70\u5b8c\u6574\u7684\u957f\u6d41\u7a0b&#xff0c;\u5b83\u652f\u6301\u6839\u636e\u4efb\u52a1\u98ce\u9669\u9002\u5ea6\u7b80\u5316&#xff0c;\u4f46\u9ed8\u8ba4\u5047\u8bbe\u300c\u4e25\u8083\u53d8\u66f4\u5e94\u8be5\u8d70\u5b8c\u6d41\u7a0b\u300d\u3002<\/p>\n<hr \/>\n<h2>\u56db\u3001Superpowers \u5de5\u4f5c\u6d41\u8be6\u89e3&#xff1a;\u4ece\u60f3\u6cd5\u5230\u53ef\u9a8c\u8bc1\u4ea4\u4ed8<\/h2>\n<p>\u8fd9\u4e00\u90e8\u5206\u6211\u4eec\u7ed3\u5408\u5178\u578b\u6280\u80fd&#xff0c;\u6309\u987a\u5e8f\u8d70\u4e00\u904d\u5b8c\u6574\u5de5\u4f5c\u6d41\u3002\u5177\u4f53\u547d\u4ee4\u540d\u3001\u8c03\u7528\u65b9\u5f0f\u4f1a\u56e0\u96c6\u6210\u65b9\u5f0f\u4e0d\u540c\u7565\u6709\u5dee\u522b&#xff0c;\u4f46\u601d\u8def\u662f\u4e00\u81f4\u7684\u3002<\/p>\n<h3>4.1 \u9700\u6c42\u6f84\u6e05\u4e0e\u65b9\u6848\u8bbe\u8ba1&#xff1a;brainstorming<\/h3>\n<p>\u7b2c\u4e00\u6b65\u662f\u5e2e Claude \u628a\u300c\u4f60\u8111\u4e2d\u7684\u9700\u6c42\u300d\u53d8\u6210\u300c\u7ed3\u6784\u5316\u7684\u89c4\u683c\u300d\u3002<\/p>\n<p>\u4f60\u53ef\u4ee5\u7ed9\u51fa\u4e00\u4e2a\u76f8\u5bf9\u7c97\u7cd9\u7684\u76ee\u6807&#xff0c;\u4f8b\u5982&#xff1a;<\/p>\n<p>\u300c\u5728\u73b0\u6709\u7684\u540e\u7aef\u670d\u52a1\u4e2d\u589e\u52a0\u4e00\u4e2a\u5bfc\u51fa\u62a5\u8868\u7684\u63a5\u53e3&#xff0c;\u652f\u6301\u6309\u65f6\u95f4\u8303\u56f4\u548c\u7528\u6237\u7b49\u7ea7\u8fc7\u6ee4\u3002\u300d<\/p>\n<p>\u8c03\u7528 brainstorming \u7c7b\u6280\u80fd\u540e&#xff0c;\u5b83\u4f1a\u5f15\u5bfc\u751f\u6210\u4e00\u4e2a\u5305\u542b\u4ee5\u4e0b\u8981\u7d20\u7684\u89c4\u683c\u8349\u6848&#xff1a;<\/p>\n<ul>\n<li>\u80cc\u666f\u4e0e\u76ee\u6807&#xff1a;\u4e3a\u4ec0\u4e48\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3&#xff0c;\u5b83\u89e3\u51b3\u4ec0\u4e48\u95ee\u9898\u3002<\/li>\n<li>\u975e\u76ee\u6807&#xff1a;\u672c\u6b21\u4e0d\u5904\u7406\u7684\u6570\u636e\u79cd\u7c7b\u3001\u6781\u7aef\u6027\u80fd\u4f18\u5316\u3001\u67d0\u4e9b\u7279\u6b8a\u8fc7\u6ee4\u6761\u4ef6\u7b49\u3002<\/li>\n<li>\u7ea6\u675f\u6761\u4ef6&#xff1a;\u63a5\u53e3\u5b89\u5168\u6027\u8981\u6c42\u3001\u54cd\u5e94\u65f6\u95f4\u3001\u8c03\u7528\u9891\u7387\u9650\u5236\u3001\u4e0e\u73b0\u6709\u6743\u9650\u7cfb\u7edf\u7684\u517c\u5bb9\u6027\u3002<\/li>\n<li>\u8f93\u5165\u4e0e\u8f93\u51fa&#xff1a;\u8bf7\u6c42\u53c2\u6570\u3001\u5b57\u6bb5\u7c7b\u578b\u3001\u8fd4\u56de\u7ed3\u6784\u3001\u9519\u8bef\u7801\u8bbe\u8ba1\u3002<\/li>\n<li>\u9a8c\u6536\u6807\u51c6&#xff1a;\u54ea\u4e9b\u7528\u4f8b\u901a\u8fc7&#xff0c;\u624d\u7b97\u300c\u529f\u80fd\u5b8c\u6210\u300d\u3002<\/li>\n<\/ul>\n<p>\u597d\u5904\u5728\u4e8e&#xff1a;<\/p>\n<ul>\n<li>\u4f60\u53ef\u4ee5\u76f4\u63a5\u5bf9\u8fd9\u4efd\u8349\u6848\u8fdb\u884c\u4fee\u6539\u3001\u8bc4\u8bba&#xff0c;\u7136\u540e\u518d\u8ba9 AI \u66f4\u65b0\u4e00\u7248\u89c4\u683c\u3002<\/li>\n<li>\u540e\u7eed\u6240\u6709\u6b65\u9aa4\u90fd\u53ef\u4ee5\u5f15\u7528\u8fd9\u4efd\u89c4\u683c&#xff0c;\u4ee5\u51cf\u5c11\u300c\u9700\u6c42\u89e3\u8bfb\u504f\u5dee\u300d\u3002<\/li>\n<\/ul>\n<h3>4.2 \u751f\u6210\u53ef\u6267\u884c\u8ba1\u5212&#xff1a;writing-plans<\/h3>\n<p>\u5f53\u89c4\u683c\u57fa\u672c\u8fbe\u6210\u5171\u8bc6\u540e&#xff0c;\u5c31\u53ef\u4ee5\u8c03\u7528 writing-plans \u7c7b\u6280\u80fd&#xff0c;\u8ba9 AI \u628a\u9700\u6c42\u62c6\u89e3\u6210\u4e00\u7cfb\u5217\u6267\u884c\u6b65\u9aa4\u3002<\/p>\n<p>\u4e00\u4e2a\u5178\u578b\u7684\u8ba1\u5212\u4f1a\u5305\u542b&#xff1a;<\/p>\n<ul>\n<li>\u8981\u4fee\u6539 \/ \u65b0\u589e\u7684\u6587\u4ef6\u5217\u8868&#xff08;\u4f8b\u5982 controller\u3001service\u3001repository\u3001\u6d4b\u8bd5\u6587\u4ef6\u3001\u914d\u7f6e\u7b49&#xff09;\u3002<\/li>\n<li>\u6bcf\u4e2a\u6b65\u9aa4\u8981\u505a\u7684\u5177\u4f53\u4e8b\u60c5&#xff08;\u4f8b\u5982\u300c\u5728 XController \u4e2d\u65b0\u589e GET \/reports\/export \u63a5\u53e3\u300d\u300c\u5728 ReportService \u4e2d\u589e\u52a0 assembleExportData \u65b9\u6cd5\u300d&#xff09;\u3002<\/li>\n<li>\u5bf9\u5e94\u7684\u9a8c\u8bc1\u65b9\u5f0f&#xff1a;\u6bcf\u4e00\u6b65\u5982\u4f55\u786e\u8ba4\u6210\u529f&#xff08;\u5355\u6d4b\u3001\u96c6\u6210\u6d4b\u8bd5\u3001\u624b\u52a8\u8c03\u7528\u3001\u65e5\u5fd7\u68c0\u67e5\u7b49&#xff09;\u3002<\/li>\n<\/ul>\n<p>\u8fd9\u91cc\u6709\u4e00\u4e2a\u91cd\u8981\u539f\u5219&#xff1a;<\/p>\n<p>\u6ca1\u6709\u5199\u660e\u300c\u5982\u4f55\u9a8c\u8bc1\u300d\u7684\u8ba1\u5212\u6b65\u9aa4&#xff0c;\u89c6\u4e3a\u4e0d\u5b8c\u6574\u3002<\/p>\n<p>\u8fd9\u53ef\u4ee5\u5f3a\u8feb AI \u5728\u8ba1\u5212\u9636\u6bb5\u5c31\u601d\u8003\u300c\u8bc1\u660e\u81ea\u5df1\u6ca1\u5199\u9519\u300d\u7684\u65b9\u6cd5&#xff0c;\u800c\u4e0d\u662f\u7b49\u51fa\u95ee\u9898\u518d\u8865\u6551\u3002<\/p>\n<h3>4.3 \u6309\u8ba1\u5212\u6267\u884c&#xff1a;execute-plan \/ executing-plans<\/h3>\n<p>\u8ba1\u5212\u786e\u8ba4\u540e&#xff0c;\u5c31\u53ef\u4ee5\u4f7f\u7528 execute-plan \/ executing-plans \u4e4b\u7c7b\u7684\u6280\u80fd\u6309\u6b65\u9aa4\u63a8\u8fdb\u5b9e\u73b0\u3002 \u7279\u5f81\u5305\u62ec&#xff1a;<\/p>\n<ul>\n<li>\u5206\u6279\u6267\u884c&#xff1a;\u6bcf\u6b21\u53ea\u5904\u7406\u8ba1\u5212\u4e2d\u7684\u4e00\u5c0f\u90e8\u5206&#xff08;\u4f8b\u5982\u4e00\u4e2a\u6587\u4ef6\u6216\u4e00\u7ec4\u76f8\u5173\u6539\u52a8&#xff09;&#xff0c;\u964d\u4f4e\u98ce\u9669\u3002<\/li>\n<li>\u6bcf\u6b65\u7ed3\u675f\u540e\u6267\u884c\u5bf9\u5e94\u9a8c\u8bc1\u64cd\u4f5c&#xff0c;\u5982\u8fd0\u884c\u7279\u5b9a\u5355\u6d4b\u3001\u6784\u5efa\u9879\u76ee\u3001\u542f\u52a8\u670d\u52a1\u5e76\u8c03\u7528\u63a5\u53e3\u3002<\/li>\n<li>\u907f\u514d\u968f\u610f\u8de8\u6587\u4ef6\u3001\u8de8\u6a21\u5757\u5730\u300c\u81ea\u7531\u53d1\u6325\u300d&#xff0c;\u4fdd\u6301\u4e0e\u8ba1\u5212\u4e00\u81f4\u3002<\/li>\n<\/ul>\n<p>\u5728\u5b9e\u8df5\u4e2d&#xff0c;\u4f60\u53ef\u4ee5\u9009\u62e9\u300c\u5168\u81ea\u52a8\u300d\u6216\u300c\u534a\u81ea\u52a8\u300d&#xff1a;<\/p>\n<ul>\n<li>\u5168\u81ea\u52a8&#xff1a;\u8ba9 AI \u76f4\u63a5\u6267\u884c\u4e0e\u8ba1\u5212\u5bf9\u5e94\u7684\u4fee\u6539\u547d\u4ee4&#xff08;\u5982\u679c\u96c6\u6210\u4e86\u7f16\u8f91\u5668\/CLI&#xff09;\u3002<\/li>\n<li>\u534a\u81ea\u52a8&#xff1a;AI \u63d0\u4f9b patch \/ diff&#xff0c;\u7531\u4eba\u5de5\u5ba1\u9605\u540e\u518d\u5e94\u7528\u5230\u4ee3\u7801\u5e93\u3002<\/li>\n<\/ul>\n<p>\u5bf9\u4e8e\u591a\u6587\u4ef6\u91cd\u6784\u3001\u63a5\u53e3\u95e8\u9762\u8c03\u6574\u8fd9\u7c7b\u9ad8\u98ce\u9669\u6539\u52a8&#xff0c;\u5206\u6279\u6267\u884c &#043; \u5206\u6b65\u9a8c\u8bc1\u7684\u6536\u76ca\u975e\u5e38\u660e\u663e\u3002[<\/p>\n<h3>4.4 \u7cfb\u7edf\u5316\u8c03\u8bd5\u4e0e Bug \u4fee\u590d&#xff1a;systematic-debugging<\/h3>\n<p>\u4fee\u6539\u8fc7\u7a0b\u4e2d\u6216\u8005\u7ebf\u4e0a\u51fa\u73b0\u95ee\u9898\u65f6&#xff0c;\u53ef\u4ee5\u542f\u7528 systematic-debugging \u7c7b\u6280\u80fd\u6765\u66ff\u4ee3\u300c\u731c\u6d4b\u5f0f\u8c03\u8bd5\u300d\u3002<\/p>\n<p>\u5178\u578b\u7684\u8c03\u8bd5\u6d41\u7a0b\u5305\u62ec&#xff1a;<\/p>\n<li>\u5b9a\u4e49\u95ee\u9898\u4e0e\u6700\u5c0f\u590d\u73b0&#xff1a;\u8ba9 AI \u5e2e\u4f60\u6574\u7406\u300c\u95ee\u9898\u5728\u4ec0\u4e48\u73af\u5883\u3001\u4ec0\u4e48\u8f93\u5165\u4e0b\u51fa\u73b0\u300d&#xff0c;\u5e76\u5c1d\u8bd5\u6784\u9020\u6700\u5c0f\u590d\u73b0\u7528\u4f8b\u3002<\/li>\n<li>\u8303\u56f4\u6536\u7a84&#xff1a;\u6839\u636e\u65e5\u5fd7\u3001\u8c03\u7528\u94fe\u3001\u6700\u8fd1\u53d8\u66f4\u8bb0\u5f55&#xff0c;\u9501\u5b9a\u53ef\u80fd\u76f8\u5173\u7684\u6a21\u5757\u4e0e\u6587\u4ef6\u3002<\/li>\n<li>\u63d0\u51fa\u5047\u8bbe\u5217\u8868&#xff1a;\u5217\u51fa\u51e0\u79cd\u53ef\u80fd\u7684\u6839\u56e0&#xff0c;\u6bcf\u4e2a\u5047\u8bbe\u90fd\u8981\u9644\u5e26\u300c\u5982\u4f55\u9a8c\u8bc1\u300d\u3002<\/li>\n<li>\u9010\u4e00\u9a8c\u8bc1\u4e0e\u4fee\u590d&#xff1a;\u9009\u62e9\u4e00\u4e2a\u5047\u8bbe&#xff0c;\u8bbe\u8ba1\u5b9e\u9a8c\u6216\u589e\u8865\u65e5\u5fd7\u6765\u9a8c\u8bc1&#xff0c;\u5982\u679c\u786e\u8ba4&#xff0c;\u5c31\u8bbe\u8ba1\u5bf9\u5e94\u4fee\u590d\u5e76\u518d\u6b21\u9a8c\u8bc1\u3002<\/li>\n<p>\u8fd9\u4e00\u7cfb\u5217\u52a8\u4f5c\u7684\u5173\u952e&#xff0c;\u4e0d\u662f\u300c\u4e00\u6b21\u5c31\u731c\u5bf9\u300d&#xff0c;\u800c\u662f\u300c\u6bcf\u4e00\u6b65\u90fd\u6709\u8bb0\u5f55\u3001\u6709\u9a8c\u8bc1\u300d&#xff0c;\u4f60\u751a\u81f3\u53ef\u4ee5\u56de\u653e AI \u7684\u8c03\u8bd5\u8fc7\u7a0b&#xff0c;\u67e5\u51fa\u54ea\u4e00\u6b65\u7684\u5047\u8bbe\u662f\u9519\u8bef\u7684\u3002[web:8]<\/p>\n<h3>4.5 \u9a8c\u8bc1\u4f18\u5148&#xff1a;verification-before-completion<\/h3>\n<p>\u5728\u4f20\u7edf AI \u4f7f\u7528\u65b9\u5f0f\u91cc&#xff0c;\u6a21\u578b\u5f88\u5bb9\u6613\u5728\u4ee3\u7801\u5199\u5b8c\u540e\u9a6c\u4e0a\u8bf4\u300c\u5b8c\u6210\u4e86\u300d&#xff0c;\u5374\u4e0d\u7ed9\u4efb\u4f55\u8bc1\u636e\u3002verification-before-completion \u7c7b\u6280\u80fd\u7684\u76ee\u6807&#xff0c;\u5c31\u662f\u5728\u300c\u5ba3\u5e03\u5b8c\u6210\u300d\u524d\u5f3a\u5236\u8d70\u9a8c\u8bc1\u6b65\u9aa4\u3002<\/p>\n<p>\u5e38\u89c1\u7684\u9a8c\u8bc1\u9879\u5305\u62ec&#xff1a;<\/p>\n<ul>\n<li>\u9759\u6001\u68c0\u67e5&#xff1a;lint\u3001format\u3001\u7c7b\u578b\u68c0\u67e5\u3002<\/li>\n<li>\u81ea\u52a8\u6d4b\u8bd5&#xff1a;\u6838\u5fc3\u5355\u5143\u6d4b\u8bd5\u3001\u5173\u952e\u96c6\u6210\u6d4b\u8bd5\u3002<\/li>\n<li>\u6838\u5fc3\u7528\u6237\u8def\u5f84&#xff1a;\u4f8b\u5982\u5173\u952e API \u7684\u8c03\u7528\u8def\u5f84\u3001\u4e3b\u8981\u9875\u9762\u7684\u4ea4\u4e92\u6d41\u7a0b\u3002<\/li>\n<\/ul>\n<p>\u901a\u8fc7 skill&#xff0c;\u53ef\u4ee5\u8981\u6c42 AI&#xff1a;<\/p>\n<ul>\n<li>\u663e\u5f0f\u5217\u51fa\u672c\u6b21\u6267\u884c\u4e86\u54ea\u4e9b\u9a8c\u8bc1\u6b65\u9aa4\u3002<\/li>\n<li>\u5c3d\u53ef\u80fd\u9644\u4e0a\u5173\u952e\u8f93\u51fa\u7247\u6bb5&#xff08;\u6d4b\u8bd5\u7ed3\u679c\u3001\u65e5\u5fd7\u6458\u8981&#xff09;&#xff0c;\u800c\u4e0d\u662f\u53ea\u8bf4\u300c\u6211\u8dd1\u8fc7\u4e86\u300d\u3002<\/li>\n<\/ul>\n<p>\u8fd9\u4e00\u6b65\u53ef\u4ee5\u5927\u5927\u51cf\u5c11\u300c\u5b8c\u6210\u4e86&#xff0c;\u4f46\u5176\u5b9e\u6ca1\u8dd1\u8d77\u6765\u300d\u7684\u60c5\u51b5\u3002<\/p>\n<h3>4.6 \u4ee3\u7801\u5ba1\u67e5\u4e0e\u89c4\u8303\u5ba1\u6838&#xff1a;\u8bf7\u6c42 review \u7684\u6b63\u786e\u59ff\u52bf<\/h3>\n<p>Superpowers \u8fd8\u9f13\u52b1\u5c06\u300c\u5b9e\u73b0\u300d\u4e0e\u300c\u5ba1\u67e5\u300d\u5206\u79bb&#xff0c;\u901a\u5e38\u7531\u4e0d\u540c\u7684\u6280\u80fd\/agent \u5b8c\u6210&#xff1a;<\/p>\n<ul>\n<li>\u89c4\u683c\u7b26\u5408\u6027\u5ba1\u67e5&#xff1a;\u68c0\u67e5\u5f53\u524d\u5b9e\u73b0\u662f\u5426\u6ee1\u8db3\u4e4b\u524d\u7684\u89c4\u683c\u8bf4\u660e&#xff08;\u76ee\u6807\u3001\u7ea6\u675f\u3001\u9a8c\u6536\u6807\u51c6&#xff09;\u3002<\/li>\n<li>\u4ee3\u7801\u8d28\u91cf\u5ba1\u67e5&#xff1a;\u5173\u6ce8\u547d\u540d\u3001\u7ed3\u6784\u3001\u53ef\u7ef4\u62a4\u6027\u3001\u9519\u8bef\u5904\u7406\u3001\u8fb9\u754c\u60c5\u51b5\u7b49\u3002<\/li>\n<\/ul>\n<p>\u8fd9\u79cd\u62c6\u5206\u6709\u4e24\u4e2a\u597d\u5904&#xff1a;<\/p>\n<ul>\n<li>\u5bb9\u6613\u53d1\u73b0\u300c\u529f\u80fd\u770b\u8d77\u6765 OK&#xff0c;\u4f46\u504f\u79bb\u539f\u59cb\u610f\u56fe\u300d\u7684\u95ee\u9898\u3002<\/li>\n<li>\u66f4\u63a5\u8fd1\u771f\u5b9e\u56e2\u961f\u91cc\u7684 code review \u6d41\u7a0b&#xff0c;\u4fbf\u4e8e\u63a5\u5165\u73b0\u6709\u5f00\u53d1\u89c4\u8303\u3002<\/li>\n<\/ul>\n<hr \/>\n<h2>\u4e94\u3001\u5b9e\u6218\u6848\u4f8b&#xff1a;\u4e3a\u540e\u7aef\u670d\u52a1\u65b0\u589e\u5bfc\u51fa\u62a5\u8868\u63a5\u53e3<\/h2>\n<p>\u4e0b\u9762\u6211\u4eec\u7528\u4e00\u4e2a\u76f8\u5bf9\u7b80\u5355\u4f46\u8db3\u591f\u5b8c\u6574\u7684\u4f8b\u5b50&#xff0c;\u628a\u4e0a\u9762\u7684\u6d41\u7a0b\u4e32\u8d77\u6765\u3002\u8fd9\u91cc\u4e0d\u4f1a\u8d34\u51fa\u5927\u6bb5\u4ee3\u7801&#xff0c;\u800c\u662f\u91cd\u70b9\u5c55\u793a\u6d41\u7a0b\u548c\u5173\u952e\u4ea4\u4e92\u3002<\/p>\n<h3>5.1 \u573a\u666f\u8bbe\u5b9a<\/h3>\n<p>\u5047\u8bbe\u4f60\u6709\u4e00\u4e2a\u57fa\u4e8e\u67d0\u4e3b\u6d41\u6846\u67b6&#xff08;\u4f8b\u5982 Spring Boot&#xff09;\u7684\u540e\u7aef\u670d\u52a1&#xff0c;\u9700\u8981\u65b0\u589e\u4e00\u4e2a\u5bfc\u51fa\u62a5\u8868\u7684\u63a5\u53e3&#xff0c;\u652f\u6301\u6309\u65f6\u95f4\u8303\u56f4\u548c\u7528\u6237\u7b49\u7ea7\u8fc7\u6ee4&#xff0c;\u5e76\u8f93\u51fa CSV \u6587\u4ef6\u3002<\/p>\n<p>\u4f60\u7684\u76ee\u6807\u662f&#xff1a;<\/p>\n<ul>\n<li>\u5728\u4e0d\u7834\u574f\u73b0\u6709\u63a5\u53e3\u7684\u524d\u63d0\u4e0b\u589e\u52a0\u65b0\u529f\u80fd\u3002<\/li>\n<li>\u786e\u4fdd\u63a5\u53e3\u6709\u6d4b\u8bd5\u3001\u6709\u6743\u9650\u6821\u9a8c\u3001\u6709\u57fa\u672c\u6027\u80fd\u4fdd\u969c\u3002<\/li>\n<\/ul>\n<h3>5.2 \u9700\u6c42\u6f84\u6e05&#xff08;brainstorming&#xff09;<\/h3>\n<p>\u4f60\u5411 Claude Code \u63cf\u8ff0\u5927\u81f4\u9700\u6c42&#xff0c;\u7136\u540e\u8c03\u7528 brainstorming \u6280\u80fd\u3002\u8f93\u51fa\u7684\u89c4\u683c\u8349\u6848\u53ef\u80fd\u5305\u542b&#xff1a;<\/p>\n<ul>\n<li>\u76ee\u6807&#xff1a;\n<ul>\n<li>\u65b0\u589e\u4e00\u4e2a GET \/reports\/export \u63a5\u53e3&#xff0c;\u652f\u6301\u901a\u8fc7 query \u53c2\u6570\u6307\u5b9a\u65f6\u95f4\u8303\u56f4\u4e0e\u7528\u6237\u7b49\u7ea7\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u975e\u76ee\u6807&#xff1a;\n<ul>\n<li>\u4e0d\u505a\u590d\u6742 BI \u5206\u6790&#xff0c;\u53ea\u63d0\u4f9b\u539f\u59cb\u6570\u636e\u5bfc\u51fa\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u7ea6\u675f&#xff1a;\n<ul>\n<li>\u63a5\u53e3\u9700\u8981\u8d70\u73b0\u6709\u7684\u8ba4\u8bc1\u4e0e\u6743\u9650\u7cfb\u7edf\u3002<\/li>\n<li>\u5bfc\u51fa\u6570\u636e\u91cf\u6700\u591a\u9650\u5b9a\u5728\u67d0\u4e2a\u8303\u56f4\u5185&#xff0c;\u8d85\u8fc7\u65f6\u9700\u8981\u63d0\u793a\u7528\u6237\u7f29\u5c0f\u6761\u4ef6\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u9a8c\u6536\u6807\u51c6&#xff1a;\n<ul>\n<li>\u5728\u6d4b\u8bd5\u73af\u5883\u4e2d\u53ef\u901a\u8fc7\u82e5\u5e72\u793a\u4f8b\u8bf7\u6c42\u5f97\u5230\u6b63\u786e\u683c\u5f0f\u7684 CSV\u3002<\/li>\n<li>\u5bf9\u8d8a\u754c\u6761\u4ef6&#xff08;\u65e0\u6743\u9650\u3001\u53c2\u6570\u4e0d\u5408\u6cd5\u3001\u6570\u636e\u91cf\u8fc7\u5927&#xff09;\u6709\u660e\u786e\u9519\u8bef\u54cd\u5e94\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>\u4f60\u53ef\u4ee5\u5728\u8fd9\u4e2a\u57fa\u7840\u4e0a\u8fdb\u884c\u589e\u5220&#xff0c;\u7136\u540e\u8ba9 AI \u66f4\u65b0\u4e00\u7248\u6700\u7ec8\u89c4\u683c\u3002<\/p>\n<h3>5.3 \u751f\u6210\u5b9e\u73b0\u8ba1\u5212&#xff08;writing-plans&#xff09;<\/h3>\n<p>\u786e\u5b9a\u89c4\u683c\u540e&#xff0c;\u8c03\u7528 writing-plans&#xff0c;\u8ba9 Claude \u751f\u6210\u5e26\u9a8c\u8bc1\u6b65\u9aa4\u7684\u5b9e\u73b0\u8ba1\u5212\u3002<\/p>\n<p>\u53ef\u80fd\u7684\u8ba1\u5212\u7ed3\u6784&#xff1a;<\/p>\n<li>\u5728 ReportController \u4e2d\u65b0\u589e \/reports\/export \u8def\u7531\u4e0e\u53c2\u6570\u89e3\u6790\u903b\u8f91&#xff0c;\u9a8c\u8bc1\u65b9\u5f0f&#xff1a;\u7f16\u5199\u4e00\u4e2a\u7b80\u5355\u96c6\u6210\u6d4b\u8bd5&#xff0c;\u8c03\u7528\u8be5\u63a5\u53e3\u5e76\u68c0\u67e5 HTTP \u72b6\u6001\u4e0e\u54cd\u5e94\u5934\u3002<\/li>\n<li>\u5728 ReportService \u4e2d\u65b0\u589e exportReport \u65b9\u6cd5&#xff0c;\u5c01\u88c5\u4e1a\u52a1\u903b\u8f91&#xff0c;\u9a8c\u8bc1\u65b9\u5f0f&#xff1a;\u7f16\u5199\u5355\u6d4b&#xff0c;\u5bf9\u4e0d\u540c\u53c2\u6570\u7ec4\u5408\u68c0\u67e5\u8fd4\u56de\u6570\u636e\u96c6\u5408\u3002<\/li>\n<li>\u5728 ReportRepository \u4e2d\u65b0\u589e\u67e5\u8be2\u65b9\u6cd5&#xff0c;\u652f\u6301\u6309\u65f6\u95f4\u4e0e\u7528\u6237\u7b49\u7ea7\u8fc7\u6ee4&#xff0c;\u9a8c\u8bc1\u65b9\u5f0f&#xff1a;\u4f7f\u7528\u6d4b\u8bd5\u6570\u636e\u6784\u5efa\u51e0\u4e2a\u5178\u578b\u573a\u666f&#xff0c;\u7f16\u5199\u5355\u6d4b\u3002<\/li>\n<li>\u65b0\u589e CSV \u5e8f\u5217\u5316\u5de5\u5177\u7c7b&#xff0c;\u5c06\u6570\u636e\u8f6c\u4e3a CSV \u5b57\u7b26\u4e32&#xff0c;\u9a8c\u8bc1\u65b9\u5f0f&#xff1a;\u7ed9\u5b9a\u56fa\u5b9a\u8f93\u5165&#xff0c;\u68c0\u67e5\u8f93\u51fa\u5b57\u7b26\u4e32\u662f\u5426\u7b26\u5408\u9884\u671f\u683c\u5f0f\u3002<\/li>\n<li>\u5728\u5b89\u5168\u914d\u7f6e\u4e2d\u6ce8\u518c\u63a5\u53e3\u6743\u9650\u6821\u9a8c&#xff0c;\u9a8c\u8bc1\u65b9\u5f0f&#xff1a;\u7528\u5e26\u6743\u9650\/\u65e0\u6743\u9650 token \u5206\u522b\u8c03\u7528\u63a5\u53e3&#xff0c;\u68c0\u67e5\u54cd\u5e94\u3002<\/li>\n<p>\u6bcf\u4e00\u6b65\u90fd\u6709\u5bf9\u5e94\u7684\u300c\u600e\u4e48\u9a8c\u8bc1\u300d&#xff0c;\u540e\u7eed\u6267\u884c\u8fc7\u7a0b\u5c31\u6709\u636e\u53ef\u4f9d\u3002<\/p>\n<h3>5.4 \u6309\u8ba1\u5212\u6267\u884c&#xff08;execute-plan&#xff09;<\/h3>\n<p>\u63a5\u4e0b\u6765\u53ef\u4ee5\u6309\u8ba1\u5212\u9010\u6b65\u6267\u884c&#xff0c;\u6bcf\u5b8c\u6210\u4e00\u6b65\u5c31\u505a\u5bf9\u5e94\u7684\u9a8c\u8bc1\u3002<\/p>\n<p>\u4f8b\u5982\u6267\u884c\u6b65\u9aa4 1&#xff1a;<\/p>\n<ul>\n<li>\u8ba9 Claude \u751f\u6210 ReportController \u7684\u6539\u52a8 diff&#xff0c;\u4f60\u5ba1\u67e5\u540e\u5e94\u7528\u3002<\/li>\n<li>\u8ba9\u5b83\u751f\u6210\u4e00\u4e2a\u57fa\u7840\u96c6\u6210\u6d4b\u8bd5&#xff0c;\u53d1\u8d77\u5bf9 \/reports\/export \u7684\u8bf7\u6c42&#xff0c;\u68c0\u67e5\u8def\u7531\u662f\u5426\u5de5\u4f5c\u3002<\/li>\n<li>\u8dd1\u6d4b\u8bd5&#xff08;\u624b\u52a8\u6216\u8ba9 AI \u89e6\u53d1&#xff09;&#xff0c;\u5982\u679c\u5931\u8d25&#xff0c;\u5c31\u91cd\u65b0\u8fdb\u5165 systematic-debugging\u3002<\/li>\n<\/ul>\n<p>\u4f9d\u6b21\u63a8\u8fdb&#xff0c;\u76f4\u5230\u6240\u6709\u8ba1\u5212\u6b65\u9aa4\u90fd\u5b8c\u6210\u5e76\u901a\u8fc7\u5404\u81ea\u7684\u9a8c\u8bc1\u3002<\/p>\n<h3>5.5 \u7cfb\u7edf\u5316\u8c03\u8bd5\u4e0e\u8865\u5f3a&#xff08;systematic-debugging&#xff09;<\/h3>\n<p>\u5047\u8bbe\u5728\u5927\u6570\u636e\u91cf\u573a\u666f\u4e0b&#xff0c;\u63a5\u53e3\u54cd\u5e94\u8d85\u65f6\u3002\u4f60\u53ef\u4ee5\u542f\u7528 systematic-debugging&#xff0c;\u8ba9 AI \u6839\u636e\u65e5\u5fd7\u548c\u4ee3\u7801\u884c\u4e3a\u5206\u6790\u74f6\u9888\u6765\u6e90&#xff1a;[web:8]<\/p>\n<ul>\n<li>\u5b83\u53ef\u80fd\u63d0\u51fa\u51e0\u4e2a\u5047\u8bbe&#xff0c;\u4f8b\u5982&#xff1a;\n<ul>\n<li>\u67e5\u8be2\u65e0\u5206\u9875&#xff0c;\u5bfc\u81f4\u4e00\u6b21\u6027\u52a0\u8f7d\u5927\u91cf\u6570\u636e\u3002<\/li>\n<li>CSV \u5e8f\u5217\u5316\u4f7f\u7528\u4e86\u4f4e\u6548\u7684\u5b57\u7b26\u4e32\u62fc\u63a5\u65b9\u5f0f\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u5bf9\u6bcf\u4e2a\u5047\u8bbe&#xff0c;\u8bbe\u8ba1\u9a8c\u8bc1\u65b9\u6cd5&#xff1a;\n<ul>\n<li>\u52a0\u65e5\u5fd7\u7edf\u8ba1\u67e5\u8be2\u8017\u65f6\u548c\u8fd4\u56de\u6570\u636e\u91cf\u3002<\/li>\n<li>\u9488\u5bf9\u5e8f\u5217\u5316\u90e8\u5206\u7f16\u5199\u5fae\u57fa\u51c6\u6d4b\u8bd5\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>\u786e\u8ba4\u6839\u56e0\u540e&#xff0c;\u5c06\u300c\u5206\u9875\u67e5\u8be2 &#043; \u6d41\u5f0f\u5199\u51fa\u300d\u7eb3\u5165\u65b0\u7684\u5b9e\u73b0\u8ba1\u5212&#xff0c;\u518d\u901a\u8fc7 execute-plan \u6267\u884c\u4e0e\u9a8c\u8bc1\u3002<\/p>\n<h3>5.6 \u9a8c\u8bc1\u4e0e\u4ea4\u4ed8&#xff08;verification-before-completion&#xff09;<\/h3>\n<p>\u5728\u4f60\u51c6\u5907\u5408\u5e76\u6539\u52a8\u524d&#xff0c;\u8c03\u7528 verification-before-completion \u7c7b\u578b\u6280\u80fd&#xff0c;\u8ba9 AI \u6c47\u603b\u672c\u6b21\u6539\u52a8\u7ecf\u5386\u7684\u6240\u6709\u9a8c\u8bc1\u6b65\u9aa4&#xff1a;<\/p>\n<ul>\n<li>\u5355\u6d4b&#xff1a;\u5217\u51fa\u589e\u52a0\u6216\u4fee\u6539\u4e86\u54ea\u4e9b\u6d4b\u8bd5\u7528\u4f8b&#xff0c;\u4ee5\u53ca\u5b83\u4eec\u7684\u8fd0\u884c\u7ed3\u679c\u3002<\/li>\n<li>\u96c6\u6210\u6d4b\u8bd5&#xff1a;\u5217\u51fa\u8986\u76d6\u7684\u63a5\u53e3\u573a\u666f\u3002<\/li>\n<li>\u5b89\u5168\u68c0\u67e5&#xff1a;\u5217\u51fa\u6743\u9650\u9a8c\u8bc1\u3001\u9519\u8bef\u5904\u7406\u7b49\u5173\u952e\u70b9\u3002<\/li>\n<\/ul>\n<p>\u4f60\u53ef\u4ee5\u8981\u6c42\u5b83\u8f93\u51fa\u7c7b\u4f3c\u300c\u9a8c\u8bc1\u62a5\u544a\u300d\u7684\u5c0f\u7ed3&#xff0c;\u4f5c\u4e3a PR \u63cf\u8ff0\u7684\u4e00\u90e8\u5206&#xff0c;\u8ba9\u56e2\u961f\u6210\u5458\u4e00\u773c\u770b\u5230\u8fd9\u6b21\u6539\u52a8\u7684\u8d28\u91cf\u4fdd\u969c\u63aa\u65bd\u3002<\/p>\n<hr \/>\n<h2>\u516d\u3001\u4e0e\u5176\u4ed6\u65b9\u6848\u7684\u5bf9\u6bd4&#xff1a;Superpowers \u4e0d\u53ea\u662f\u300c\u66f4\u597d\u7684 prompt\u300d<\/h2>\n<p>\u4e0b\u9762\u7528\u4e00\u4e2a\u8868\u683c&#xff0c;\u5bf9\u6bd4\u51e0\u79cd\u5e38\u89c1\u7684 AI \u7f16\u7a0b\u4f7f\u7528\u65b9\u5f0f\u3002<\/p>\n<h3>\u4e0d\u540c AI \u7f16\u7a0b\u65b9\u5f0f\u7684\u5173\u952e\u5dee\u5f02<\/h3>\n<table>\n<tr>\u65b9\u5f0f\u6d41\u7a0b\u663e\u5f0f\u7a0b\u5ea6\u9a8c\u8bc1\u662f\u5426\u5f3a\u5236\u662f\u5426\u652f\u6301\u5206\u6b65\u6267\u884c\u662f\u5426\u6709\u72ec\u7acb\u5ba1\u67e5\u73af\u8282\u9002\u5408\u573a\u666f<\/tr>\n<tbody>\n<tr>\n<td>\u7eaf\u81ea\u7136\u8bed\u8a00 prompt \u5199\u4ee3\u7801<\/td>\n<td>\u6781\u4f4e<\/td>\n<td>\u5426<\/td>\n<td>\u5426<\/td>\n<td>\u5426<\/td>\n<td>\u5c0f\u811a\u672c\u3001\u4e00\u6b21\u6027\u5de5\u5177<\/td>\n<\/tr>\n<tr>\n<td>\u4e00\u6761\u957f prompt \u5e26\u300c\u8bf7\u6309\u6d41\u7a0b\u505a\u300d<\/td>\n<td>\u4e2d&#xff08;\u6587\u5b57\u63cf\u8ff0&#xff09;<\/td>\n<td>\u5426<\/td>\n<td>\u6709\u9650<\/td>\n<td>\u5426<\/td>\n<td>\u5bf9\u6d41\u7a0b\u8981\u6c42\u4e0d\u9ad8\u7684\u4e2a\u4eba\u9879\u76ee<\/td>\n<\/tr>\n<tr>\n<td>\u4efb\u52a1\u89c4\u5212\u5e08&#xff08;Planning Agent&#xff09;<\/td>\n<td>\u4e2d\u9ad8&#xff08;\u6709\u4efb\u52a1\u62c6\u5206&#xff09;<\/td>\n<td>\u89c6\u5b9e\u73b0\u800c\u5b9a<\/td>\n<td>\u662f<\/td>\n<td>\u90e8\u5206<\/td>\n<td>\u4e2d\u7b49\u590d\u6742\u5ea6\u4efb\u52a1<\/td>\n<\/tr>\n<tr>\n<td>Superpowers for Claude Code<\/td>\n<td>\u9ad8&#xff08;\u6d41\u7a0b\u88ab\u7f16\u7801\u4e3a\u6280\u80fd&#xff09;<\/td>\n<td>\u662f&#xff08;\u53ef\u914d\u7f6e&#xff09;<\/td>\n<td>\u662f&#xff08;execute-plan&#xff09;<\/td>\n<td>\u662f&#xff08;\u591a agent \u534f\u4f5c&#xff09;<\/td>\n<td>\u4e2d\u5927\u578b\u5de5\u7a0b\u3001\u957f\u671f\u7ef4\u62a4\u9879\u76ee<\/td>\n<\/tr>\n<tr>\n<td>\u81ea\u7814\u590d\u6742\u591a Agent \u7cfb\u7edf<\/td>\n<td>\u6700\u9ad8&#xff08;\u53ef\u5b8c\u5168\u5b9a\u5236&#xff09;<\/td>\n<td>\u662f<\/td>\n<td>\u662f<\/td>\n<td>\u662f<\/td>\n<td>\u5927\u56e2\u961f\u3001\u9700\u8981\u6df1\u5ea6\u5b9a\u5236\u5de5\u4f5c\u6d41\u7684\u573a\u666f<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>Superpowers \u7684\u4f4d\u7f6e&#xff0c;\u5927\u81f4\u4ecb\u4e8e\u300c\u901a\u7528\u89c4\u5212\u5de5\u5177\u300d\u548c\u300c\u5b8c\u5168\u81ea\u7814 Agent \u7cfb\u7edf\u300d\u4e4b\u95f4&#xff1a;<\/p>\n<ul>\n<li>\u6bd4\u4e00\u6761\u957f prompt \u66f4\u6807\u51c6\u5316\u3001\u66f4\u53ef\u9a8c\u8bc1\u3002<\/li>\n<li>\u6bd4\u5b8c\u5168\u81ea\u7814\u7684\u591a Agent \u67b6\u6784\u8f7b\u91cf&#xff0c;\u6613\u4e8e\u4e2a\u4eba\u5f00\u53d1\u8005\u548c\u5c0f\u56e2\u961f\u91c7\u7528\u3002<\/li>\n<\/ul>\n<hr \/>\n<h2>\u4e03\u3001\u5b9e\u8df5\u5efa\u8bae&#xff1a;\u5982\u4f55\u5728\u56e2\u961f\u91cc\u843d\u5730 Superpowers<\/h2>\n<h3>7.1 \u5b89\u88c5\u4e0e\u96c6\u6210\u7684\u57fa\u672c\u601d\u8def<\/h3>\n<p>\u5177\u4f53\u5b89\u88c5\u65b9\u5f0f\u4f1a\u4f9d\u8d56\u4f60\u4f7f\u7528\u7684\u5de5\u5177\u94fe&#xff08;\u4f8b\u5982 CLI\u3001\u7f16\u8f91\u5668\u6269\u5c55\u3001\u4e91\u7aef Agent \u5e73\u53f0\u7b49&#xff09;&#xff0c;\u4f46\u6574\u4f53\u601d\u8def\u7c7b\u4f3c&#xff1a;<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/01\/20260125233305-6976a8313b043.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<ul>\n<li>\u5c06 Superpowers \u4f5c\u4e3a\u4e00\u5957\u6280\u80fd\u5e93\u5f15\u5165 Claude Code \u8fd0\u884c\u73af\u5883\u3002<\/li>\n<li>\u5728\u9879\u76ee\u7ea7\u522b\u914d\u7f6e\u4e00\u4e9b\u9ed8\u8ba4\u7ea6\u5b9a&#xff0c;\u6bd4\u5982&#xff1a;\n<ul>\n<li>\u54ea\u4e9b\u4efb\u52a1\u5fc5\u987b\u8d70\u5b8c\u6574\u6d41\u7a0b&#xff08;\u9700\u6c42\u6f84\u6e05 \u2192 \u8ba1\u5212 \u2192 \u5b9e\u65bd \u2192 \u5ba1\u67e5 \u2192 \u9a8c\u8bc1&#xff09;\u3002<\/li>\n<li>\u54ea\u4e9b\u53ef\u4ee5\u8d70\u7b80\u5316\u6d41\u7a0b&#xff08;\u4f8b\u5982\u5355\u6587\u4ef6\u6587\u6848\u4fee\u6539&#xff09;\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>\u4f60\u53ef\u4ee5\u4ece\u5b98\u65b9\u4ed3\u5e93\u548c\u793a\u4f8b\u914d\u7f6e\u5165\u624b&#xff0c;\u7136\u540e\u6839\u636e\u81ea\u8eab\u9879\u76ee\u7279\u70b9\u8c03\u6574\u6280\u80fd\u53c2\u6570\u548c\u9ed8\u8ba4\u884c\u4e3a\u3002<\/p>\n<h3>7.2 \u5c06 brainstorming \u8f93\u51fa\u63a5\u5165\u56e2\u961f\u6587\u6863<\/h3>\n<p>\u4e00\u4e2a\u5b9e\u7528\u7684\u5c0f\u6280\u5de7\u662f&#xff1a;\u4e0d\u8981\u8ba9 brainstorming \u7684\u8f93\u51fa\u300c\u53ea\u6d3b\u5728\u804a\u5929\u8bb0\u5f55\u91cc\u300d\u3002<\/p>\n<ul>\n<li>\u6bcf\u6b21\u751f\u6210\u7684\u89c4\u683c\u8349\u6848&#xff0c;\u6574\u7406\u540e\u53ef\u4ee5\u76f4\u63a5\u5b58\u5230\u9879\u76ee\u7684\u8bbe\u8ba1\u6587\u6863\u76ee\u5f55&#xff08;wiki\u3001docs \u6587\u4ef6\u5939\u7b49&#xff09;\u3002<\/li>\n<li>PR \u4e2d\u53ef\u4ee5\u5f15\u7528\u672c\u6b21\u53d8\u66f4\u5173\u8054\u7684\u89c4\u683c\u94fe\u63a5&#xff0c;\u65b9\u4fbf\u540e\u7eed\u7ef4\u62a4\u8005\u7406\u89e3\u4e0a\u4e0b\u6587\u3002<\/li>\n<\/ul>\n<p>\u8fd9\u6837&#xff0c;Superpowers \u4e0d\u4ec5\u5e2e\u4f60\u5199\u4ee3\u7801&#xff0c;\u8fd8\u5728\u6301\u7eed\u4ea7\u51fa\u7ed3\u6784\u5316\u7684\u8bbe\u8ba1\u6587\u6863\u3002<\/p>\n<h3>7.3 \u628a verification-before-completion \u5bf9\u63a5\u5230 CI<\/h3>\n<p>\u5728\u6210\u719f\u56e2\u961f\u91cc&#xff0c;\u9a8c\u8bc1\u903b\u8f91\u5f80\u5f80\u5df2\u7ecf\u5305\u542b\u5728 CI \u6d41\u6c34\u7ebf\u4e2d&#xff0c;\u4f8b\u5982\u8fd0\u884c\u5355\u6d4b\u3001\u9759\u6001\u5206\u6790\u7b49\u3002<\/p>\n<p>\u4f60\u53ef\u4ee5&#xff1a;<\/p>\n<ul>\n<li>\u5728\u8ba1\u5212\u548c\u9a8c\u8bc1\u6b65\u9aa4\u4e2d&#xff0c;\u660e\u786e\u6307\u51fa\u9700\u8981\u901a\u8fc7\u54ea\u4e9b CI \u4efb\u52a1\u3002<\/li>\n<li>\u8ba9 AI \u5728\u672c\u5730\u5148\u6a21\u62df\u6267\u884c\u5173\u952e\u9a8c\u8bc1&#xff08;\u4f8b\u5982\u8fd0\u884c\u5bf9\u5e94\u6d4b\u8bd5\u96c6&#xff09;&#xff0c;\u51cf\u5c11 CI \u7ea2\u706f\u6b21\u6570\u3002<\/li>\n<li>\u5728 PR \u63cf\u8ff0\u4e2d\u5f15\u7528\u9a8c\u8bc1-before-completion \u7684\u6c47\u603b\u7ed3\u679c&#xff0c;\u4e0e CI \u72b6\u6001\u76f8\u4e92\u5370\u8bc1\u3002<\/li>\n<\/ul>\n<p>\u8fd9\u6837\u53ef\u4ee5\u8ba9 AI \u7684\u672c\u5730\u9a8c\u8bc1\u548c\u56e2\u961f\u7684 CI \u6d41\u7a0b\u5f62\u6210\u95ed\u73af\u3002<\/p>\n<h3>7.4 \u4f55\u65f6\u8d70\u5168\u6d41\u7a0b&#xff0c;\u4f55\u65f6\u9002\u5ea6\u7b80\u5316<\/h3>\n<p>\u5e76\u4e0d\u662f\u6bcf\u4e2a\u4efb\u52a1\u90fd\u9700\u8981\u5b8c\u6574\u7684 Superpowers \u6d41\u7a0b&#xff0c;\u5426\u5219\u6210\u672c\u8fc7\u9ad8\u3002[web:7][web:8]<\/p>\n<p>\u53ef\u4ee5\u53c2\u8003\u4ee5\u4e0b\u7c97\u7565\u5206\u7ea7&#xff1a;<\/p>\n<ul>\n<li>\u9ad8\u98ce\u9669\u53d8\u66f4&#xff08;\u6838\u5fc3\u4e1a\u52a1\u903b\u8f91\u3001\u8de8\u6a21\u5757\u91cd\u6784\u3001\u5b89\u5168\u76f8\u5173\u6539\u52a8&#xff09;&#xff1a;\u5fc5\u987b\u8d70\u5b8c brainstorm \u2192 plan \u2192 implement \u2192 review \u2192 verify \u5168\u6d41\u7a0b\u3002<\/li>\n<li>\u4e2d\u7b49\u98ce\u9669\u53d8\u66f4&#xff08;\u5355\u6a21\u5757\u65b0\u529f\u80fd\u3001\u4e2d\u7b49\u89c4\u6a21\u91cd\u6784&#xff09;&#xff1a;\u5141\u8bb8\u5728\u660e\u786e\u5c0f\u89c4\u683c\u7684\u524d\u63d0\u4e0b\u7cbe\u7b80 brainstorm&#xff0c;\u4f46\u4fdd\u7559 plan &#043; verify\u3002<\/li>\n<li>\u4f4e\u98ce\u9669\u53d8\u66f4&#xff08;\u6587\u6848\u8c03\u6574\u3001\u5355\u6d4b\u8bd5\u6570\u636e\u66f4\u65b0\u3001\u5c0f\u8303\u56f4\u6837\u5f0f\u4fee\u6539&#xff09;&#xff1a;\u53ef\u4ee5\u4f7f\u7528\u8f7b\u91cf\u6d41\u7a0b\u6216\u76f4\u63a5\u4eba\u5de5\u4fee\u6539\u3002<\/li>\n<\/ul>\n<p>\u5173\u952e\u662f&#xff1a;\u9ed8\u8ba4\u8981\u6709\u4e00\u4e2a\u6e05\u6670\u7684\u300c\u6d41\u7a0b\u7b49\u7ea7\u300d\u7ea6\u5b9a&#xff0c;\u800c\u4e0d\u662f\u4e34\u65f6\u51ed\u611f\u89c9\u51b3\u5b9a\u3002<\/p>\n<h3>7.5 \u5e38\u89c1\u5751\u4e0e\u9632\u5fa1\u6027\u8bbe\u8ba1<\/h3>\n<p>\u4e00\u4e9b\u56e2\u961f\u5728\u5b9e\u8df5\u7c7b\u4f3c\u5de5\u4f5c\u6d41\u65f6&#xff0c;\u5bb9\u6613\u8e29\u5230\u8fd9\u4e9b\u5751&#xff1a;<\/p>\n<ul>\n<li>\u53ea\u7528\u4e86\u4e00\u90e8\u5206\u6280\u80fd&#xff1a;\u53ea\u7528 planning&#xff0c;\u4e0d\u7528 verification-before-completion&#xff0c;\u5bfc\u81f4\u300c\u8ba1\u5212\u5f88\u597d&#xff0c;\u4ea4\u4ed8\u5f88\u968f\u610f\u300d\u3002<\/li>\n<li>\u628a skill \u5f53\u6210\u300c\u63d0\u793a\u8bcd\u5feb\u6377\u65b9\u5f0f\u300d&#xff0c;\u800c\u4e0d\u662f\u7ea6\u675f\u6d41\u7a0b\u7684\u5de5\u5177\u3002<\/li>\n<li>\u653e\u5f03\u89c4\u683c\u5ba1\u67e5&#xff0c;\u53ea\u505a\u7b80\u5355\u4ee3\u7801 review&#xff0c;\u4e45\u800c\u4e45\u4e4b\u5b9e\u73b0\u4e0e\u9700\u6c42\u504f\u79bb\u3002<\/li>\n<\/ul>\n<p>\u5bf9\u5e94\u7684\u9632\u5fa1\u6027\u7b56\u7565\u5305\u62ec&#xff1a;<\/p>\n<ul>\n<li>\u5728\u56e2\u961f\u5185\u90e8\u660e\u786e&#xff1a;\u5bf9\u4e8e\u67d0\u7c7b\u4efb\u52a1&#xff0c;\u5fc5\u987b\u8c03\u7528\u54ea\u4e9b\u6280\u80fd&#xff0c;\u5e76\u5728 PR \u6a21\u677f\u91cc\u8981\u6c42\u8d34\u4e0a\u8f93\u51fa\u6458\u8981\u3002<\/li>\n<li>\u5b9a\u671f\u56de\u987e\u51e0\u6b21\u5173\u952e\u4ea4\u4ed8\u7684\u5b8c\u6574\u5386\u53f2&#xff0c;\u68c0\u67e5\u54ea\u4e00\u6b65\u6700\u5bb9\u6613\u88ab\u5ffd\u7565&#xff0c;\u7136\u540e\u9488\u5bf9\u6027\u52a0\u5f3a\u3002<\/li>\n<\/ul>\n<hr \/>\n<h2>\u516b\u3001\u7ed3\u8bed&#xff1a;\u7528\u6d41\u7a0b\u9a6f\u5316 AI&#xff0c;\u800c\u4e0d\u662f\u9760\u8fd0\u6c14<\/h2>\n<p>Superpowers \u4ee3\u8868\u7684\u4e00\u7c7b\u5b9e\u8df5&#xff0c;\u628a\u7126\u70b9\u4ece\u300c\u6a21\u578b\u591a\u806a\u660e\u300d\u79fb\u5230\u4e86\u300c\u5de5\u7a0b\u6d41\u7a0b\u591a\u624e\u5b9e\u300d\u3002 \u5728\u8fd9\u4e2a\u89c6\u89d2\u4e0b&#xff0c;Claude Code \u4e0d\u518d\u53ea\u662f\u4e00\u4e2a\u4f1a\u5199\u4ee3\u7801\u7684\u804a\u5929\u673a\u5668\u4eba&#xff0c;\u800c\u662f\u4e00\u4e2a\u88ab\u7f16\u6392\u5728\u5de5\u7a0b\u5de5\u4f5c\u6d41\u91cc\u7684\u300c\u6d41\u7a0b\u53c2\u4e0e\u8005\u300d&#xff1a;<\/p>\n<ul>\n<li>\u5b83\u5728\u6bcf\u4e2a\u73af\u8282\u90fd\u6709\u660e\u786e\u7684\u804c\u8d23\u548c\u4ea7\u51fa&#xff08;\u89c4\u683c\u3001\u8ba1\u5212\u3001\u5b9e\u73b0\u3001\u5ba1\u67e5\u3001\u9a8c\u8bc1\u62a5\u544a&#xff09;\u3002<\/li>\n<li>\u5b83\u7684\u884c\u4e3a\u53d7\u6280\u80fd\u4e0e\u6d41\u7a0b\u7ea6\u675f&#xff0c;\u800c\u4e0d\u4ec5\u4ec5\u4f9d\u8d56 prompt \u7075\u611f\u3002<\/li>\n<\/ul>\n<p>\u5bf9\u4e8e\u4e2a\u4eba\u5f00\u53d1\u8005&#xff0c;\u8fd9\u610f\u5473\u7740\u4f60\u53ef\u4ee5\u5728\u4e00\u4e2a\u4eba\u8eab\u517c\u300c\u4ea7\u54c1 &#043; \u5f00\u53d1 &#043; \u6d4b\u8bd5\u300d\u7684\u60c5\u51b5\u4e0b&#xff0c;\u501f\u52a9 AI \u628a\u6d41\u7a0b\u8dd1\u5f97\u66f4\u50cf\u4e00\u4e2a\u5c0f\u56e2\u961f\u3002\u5bf9\u4e8e\u56e2\u961f\u6765\u8bf4&#xff0c;Superpowers \u8fd9\u6837\u7684\u6280\u80fd\u5e93\u5219\u662f\u4e00\u6761\u66f4\u73b0\u5b9e\u7684\u8def\u5f84&#xff1a;\u5148\u7528\u53ef\u63a7\u7684\u65b9\u5f0f\u628a AI \u7eb3\u5165\u73b0\u6709\u6d41\u7a0b&#xff0c;\u518d\u9010\u6b65\u6f14\u5316\u51fa\u66f4\u590d\u6742\u7684\u591a Agent \u7cfb\u7edf\u3002<\/p>\n<p>\u5982\u679c\u4f60\u5df2\u7ecf\u5728\u7528 Claude Code 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