{"id":29687,"date":"2026-07-06T08:18:13","date_gmt":"2026-07-06T00:18:13","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=29687"},"modified":"2026-07-06T08:18:13","modified_gmt":"2026-07-06T00:18:13","slug":"58k%e6%98%9f-openspec-%e7%ae%a1%e8%a7%84%e5%88%92%ef%bc%8c245k-%e6%98%9f-superpowers-%e7%ae%a1%e6%89%a7%e8%a1%8c%ef%bc%8c%e4%bd%86%e6%98%af%e5%a6%82%e4%bd%95%e8%9e%8d%e5%90%88%e6%88%90%e4%ba%86","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2026\/07\/06\/29687\/","title":{"rendered":"58k\u661f OpenSpec \u7ba1\u89c4\u5212\uff0c245k \u661f Superpowers \u7ba1\u6267\u884c\uff0c\u4f46\u662f\u5982\u4f55\u878d\u5408\u6210\u4e86\u5927\u96be\u9898"},"content":{"rendered":"<div class=\"article-desc\">OpenSpec \u662f\u4e00\u5934\u731b\u864e\uff0c\u5b83\u6709\u5b8c\u6574\u7684\u89c4\u5212\u65b9\u6cd5\u8bba\uff0c58,000 \u591a\u4e2a star \u662f\u793e\u533a\u5bf9\u5b83\u7684\u8ba4\u53ef\u3002Superpowers \u662f\u4e00\u53cc\u94c1\u7ffc\uff0c245,000 \u591a\u4e2a star \u8bc1\u660e\u4e86\u6267\u884c\u7eaa\u5f8b\u662f AI \u7f16\u7a0b\u7684\u521a\u9700\u3002\u4f46\u5982\u679c\u4f60\u53ea\u662f\u628a\u5b83\u4eec\u653e\u5728\u540c\u4e00\u4e2a\u9879\u76ee\u91cc\uff0c\u4f60\u5f97\u5230\u7684\u662f\u300c\u4e00\u5934\u8001\u864e + \u4e00\u53cc\u7fc5\u8180\u300d\uff0c\u800c\u4e0d\u662f\u300c\u4e00\u5934\u4f1a\u98de\u7684\u8001\u864e\u300d\u3002<\/div>\n<div id=\"postspictures\" class=\"article-content\">\n<div id=\"container\" class=\"container am-engine\" data-v-01a18e2f=\"\" data-element=\"root\">\n<p>\u6211\u662f\u7801\u54e5\uff0c\u4eca\u5929\u7ed9\u5927\u5bb6\u5206\u4eab\u4e00\u4e2a\u5728 Github \u5f88\u6709\u7279\u8272\u7684\u4e00\u4e2a\u5de5\u4f5c\u6d41\u00a0spec-superflow\u3002<\/p>\n<p>\u6211\u4eec\u77e5\u9053 OpenSpec\uff08GitHub 58k stars\uff09\u7ba1\u89c4\u5212\uff0cSuperpowers\uff08245k stars\uff09\u7ba1\u6267\u884c\uff0c\u4f46\u88c5\u4e86\u4e24\u4e2a\u63d2\u4ef6\u4e0d\u7b49\u4e8e\u6709\u4e86\u5de5\u4f5c\u6d41\u3002<\/p>\n<p>spec-superflow\u628a\u4e24\u4e2a\u795e\u7ea7\u6846\u67b6\u7684\u5f15\u64ce\u6e90\u7801\u7ea7\u878d\u5408\uff0c\u72ec\u521bcontract-builder\u5951\u7ea6\u6865\u63a5\u5c42\uff0c\u8ba9AI\u7f16\u7a0b\u4ece\u78b0\u8fd0\u6c14\u53d8\u6210\u53ef\u9884\u6d4b\u3002<\/p>\n<p>https:\/\/github.com\/MageByte-Zero\/spec-superflow \u00a0\u63a8\u8350\u5927\u5bb6\u5b89\u88c5\u4f7f\u7528\uff0c\u70b9\u4e2a\u00a0<strong>Star\u3002<\/strong><\/p>\n<p>\u8fd9\u51e0\u5929\u4f53\u9a8c\u4e0b\u6765\uff0c\u592a\u723d\u4e86\uff01\u65e2\u6709\u521d\u604b\u7684\u7f8e\u597d\uff0c\u8fd8\u6709\u77e5\u5fc3\u59d0\u59d0\u7684\u98ce\u97f5\uff01<\/p>\n<h3>\u4e00\u3001\u89c4\u5212\u5f52\u89c4\u5212\uff0c\u6267\u884c\u5f52\u6267\u884c<\/h3>\n<p>\u6211\u7528\u4e86\u4e24\u5e74 AI \u7f16\u7a0b\u5de5\u5177\uff0c\u8e29\u8fc7\u7684\u6700\u6df1\u7684\u5751\u4e0d\u662f\u4ee3\u7801\u5199\u9519\u4e86\uff0c\u800c\u662f\u4ee3\u7801\u5199\u5b8c\u4e86\uff0c\u89c4\u5212\u6587\u6863\u8fd8\u8eba\u5728\u4ed3\u5e93\u91cc\u5403\u7070\u3002<\/p>\n<p>\u8fd9\u4e2a\u573a\u666f\u4f60\u5e94\u8be5\u4e0d\u964c\u751f\uff0c\u82b1\u4e86\u534a\u5c0f\u65f6\u8ddf Claude Code \u804a\u9700\u6c42\uff0c\u4ea7\u51fa\u4e00\u4efd\u6f02\u4eae\u7684<code>proposal.md<\/code>\u00a0\u548c<code>design.md<\/code>\u3002\u7136\u540e\u5462\uff1f\u7136\u540e\u4f60\u5f00\u59cb\u5199\u4ee3\u7801\uff0cAI \u5f00\u59cb\u5e2e\u4f60\u5199\u4ee3\u7801\uff0c\u4e09\u5929\u540e\u529f\u80fd\u4e0a\u7ebf\u4e86\u3002<\/p>\n<p>\u56de\u5934\u4e00\u770b\uff0c\u5f53\u521d\u90a3\u4efd\u89c4\u5212\u6587\u6863\u91cc\u7684\u7ea6\u675f\uff0c\u300c\u8fd9\u4e2a\u6a21\u5757\u8981\u652f\u6301\u6c34\u5e73\u6269\u5c55\u300d\u300cAPI \u54cd\u5e94\u65f6\u95f4\u5fc5\u987b\u63a7\u5236\u5728 200ms \u4ee5\u5185\u300d\uff0c\u4ee3\u7801\u91cc\u4e00\u6761\u90fd\u6ca1\u5151\u73b0\u3002<\/p>\n<p>\u4e0d\u662f AI \u4e0d\u542c\u8bdd\uff0c\u662f\u6ca1\u4eba\u628a\u89c4\u5212\u300c\u710a\u300d\u5230\u6267\u884c\u6d41\u91cc\u3002<\/p>\n<p>\u89c4\u5212\u6587\u6863\u5199\u5b8c\u7684\u90a3\u4e00\u523b\uff0c\u5b83\u5c31\u6210\u4e86\u5386\u53f2\u6587\u4ef6\u3002\u6267\u884c\u9636\u6bb5\u7684 AI \u4e0d\u77e5\u9053\u5b83\u5b58\u5728\uff0c\u77e5\u9053\u4e5f\u4e0d\u4f1a\u4e3b\u52a8\u53bb\u8bfb\u3002\u4f60\u5728\u89c4\u5212\u9636\u6bb5\u82b1\u4e86 30% \u7684\u7cbe\u529b\uff0c\u4f46\u8fd9\u4e9b\u7cbe\u529b\u7684\u4ea7\u51fa\u7269\u5bf9\u540e\u7eed 70% \u7684\u6267\u884c\u9636\u6bb5\u6beb\u65e0\u7ea6\u675f\u529b\u3002<\/p>\n<p>\u8fd9\u5c31\u662f AI \u7f16\u7a0b\u5f53\u524d\u6700\u5927\u7684\u7ed3\u6784\u6027\u7f3a\u9677\uff0c\u89c4\u5212\u548c\u6267\u884c\u662f\u65ad\u5c42\u7684\u3002<\/p>\n<p><img data-dominant-color=\"f6f5f2\" data-has-transparency=\"true\" style=\"--dominant-color: #f6f5f2;\" loading=\"lazy\" decoding=\"async\" class=\"has-transparency alignnone size-full wp-image-29688\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/07\/433709e6964944da37e780d4f82bb318e3a7c4.png\" width=\"1080\" height=\"720\" alt=\"AI \u7f16\u7a0b\u7684\u89c4\u5212-\u6267\u884c\u65ad\u5c42\u95ee\u9898\" title=\"AI \u7f16\u7a0b\u7684\u89c4\u5212-\u6267\u884c\u65ad\u5c42\u95ee\u9898\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/07\/433709e6964944da37e780d4f82bb318e3a7c4.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/07\/433709e6964944da37e780d4f82bb318e3a7c4-300x200.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/07\/433709e6964944da37e780d4f82bb318e3a7c4-1024x683.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/07\/433709e6964944da37e780d4f82bb318e3a7c4-150x100.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/07\/433709e6964944da37e780d4f82bb318e3a7c4-768x512.png 768w\" sizes=\"auto, 100vw\" \/><span class=\"data-image-title\">AI \u7f16\u7a0b\u7684\u89c4\u5212-\u6267\u884c\u65ad\u5c42\u95ee\u9898<\/span><\/p>\n<p>\u5766\u767d\u8bb2\uff0c\u8fd9\u4e2a\u95ee\u9898\u4e0d\u662f\u67d0\u4e2a\u5de5\u5177\u7684\u95ee\u9898\uff0c\u662f\u6574\u4e2a AI \u7f16\u7a0b\u8303\u5f0f\u7684\u9752\u6625\u671f\u70e6\u607c\u30022025 \u5e74\u5230 2026 \u5e74\uff0c\u793e\u533a\u91cc\u5192\u51fa\u4e86\u4e24\u4e2a\u65b9\u5411\u8bd5\u56fe\u89e3\u51b3\u5b83\uff0c\u4e00\u4e2a\u662f Spec-Driven Development\uff08SDD\uff09\uff0c\u8ba9 AI \u5148\u5199\u89c4\u683c\u518d\u5199\u4ee3\u7801\uff1b\u53e6\u4e00\u4e2a\u662f Test-Driven Development \u7684 AI \u589e\u5f3a\u7248\uff0c\u7528\u6d4b\u8bd5\u7528\u4f8b\u7ea6\u675f AI \u7684\u884c\u4e3a\u3002<\/p>\n<p>\u8fd9\u4e24\u4e2a\u65b9\u5411\u7684\u4ee3\u8868\u4f5c\uff0c\u4e00\u4e2a\u53eb OpenSpec\uff0c\u4e00\u4e2a\u53eb Superpowers\u3002\u90fd\u662f GitHub \u4e0a\u7684\u795e\u7ea7\u9879\u76ee\uff0cOpenSpec 58,522 stars\uff0cSuperpowers 245,221 stars\u3002\u4e00\u4e2a\u7ba1\u300c\u5199\u4ec0\u4e48\u300d\uff0c\u4e00\u4e2a\u7ba1\u300c\u600e\u4e48\u5199\u300d\u3002<\/p>\n<p>\u7406\u8bba\u4e0a\uff0c\u4f60\u88c5\u4e86\u4e24\u4e2a\u63d2\u4ef6\uff0c\u5c31\u65e2\u6709\u89c4\u5212\u53c8\u6709\u6267\u884c\u7eaa\u5f8b\u4e86\u3002<\/p>\n<p>\u5b9e\u9645\u4e0a\uff0c\u4e24\u4e2a\u63d2\u4ef6\u4e4b\u95f4\u6ca1\u6709\u8854\u63a5\u5c42\u3002\u89c4\u5212\u6587\u6863\u5199\u5b8c\u4e86\uff0c\u6267\u884c\u9636\u6bb5\u4e0d\u4f1a\u81ea\u52a8\u8bfb\u53d6\u3002\u4f60\u8fd8\u662f\u5728\u624b\u52a8\u642c\u8fd0\u3002<\/p>\n<p>\u8fd9\u5c31\u662f spec-superflow \u8981\u89e3\u51b3\u7684\u95ee\u9898\u3002\u5b83\u4e0d\u662f\u4e00\u4e2a\u65b0\u6846\u67b6\uff0c\u800c\u662f\u628a\u00a0OpenSpec \u548c Superpowers \u7684\u5f15\u64ce\u5438\u6536\u91cd\u6784\uff0c\u505a\u6210\u4e86\u4e00\u4e2a\u81ea\u6d3d\u7684\u3001\u6709\u5951\u7ea6\u6865\u63a5\u5c42\u7684 9-skill \u5de5\u4f5c\u6d41\u3002<\/p>\n<p>\u7528\u4e00\u4e2a\u6bd4\u55bb\u6765\u8bf4\uff0cOpenSpec \u662f\u731b\u864e\uff0cSuperpowers \u662f\u53cc\u7ffc\uff0c\u4f46\u5982\u679c\u4f60\u53ea\u662f\u628a\u8001\u864e\u548c\u7fc5\u8180\u653e\u5728\u540c\u4e00\u4e2a\u7b3c\u5b50\u91cc\uff0c\u5b83\u4eec\u4e0d\u4f1a\u81ea\u52a8\u7ec4\u5408\u6210\u4e00\u5934\u4f1a\u98de\u7684\u8001\u864e\u3002spec-superflow \u505a\u7684\u4e8b\uff0c\u5c31\u662f\u628a\u7fc5\u8180\u710a\u5728\u8001\u864e\u8eab\u4e0a\u3002<\/p>\n<h3>\u4e8c\u3001\u4e24\u4e2a\u795e\u7ea7\u6846\u67b6\uff0c\u5404\u7ba1\u4e00\u534a<\/h3>\n<p>\u5148\u8bf4 OpenSpec\u3002<\/p>\n<p>Fission-AI \u5728 2025 \u5e74 8 \u6708\u5f00\u6e90\u7684\u8fd9\u4e2a\u9879\u76ee\uff0c\u6838\u5fc3\u601d\u60f3\u5f88\u7b80\u5355\uff0c\u8ba9 AI \u5728\u5199\u4ee3\u7801\u4e4b\u524d\uff0c\u5148\u5199\u4e00\u4efd\u53ef\u9a8c\u8bc1\u7684\u89c4\u683c\u8bf4\u660e\u3002<\/p>\n<p>\u5b83\u7684\u5de5\u4f5c\u6d41\u662f proposal\uff08\u63d0\u6848\uff09\u2192 specs\uff08\u89c4\u683c\uff09\u2192 design\uff08\u8bbe\u8ba1\uff09\u2192 tasks\uff08\u4efb\u52a1\u62c6\u89e3\uff09\uff0c\u56db\u4e2a artifact \u6784\u6210\u4e00\u4e2a\u5b8c\u6574\u7684\u89c4\u5212\u94fe\u3002\u6bcf\u4e2a artifact \u6709\u4e25\u683c\u7684\u683c\u5f0f\u7ea6\u675f\uff0c\u786e\u4fdd\u89c4\u5212\u4e0d\u662f\u968f\u4fbf\u5199\u5199\uff0c\u800c\u662f\u6709\u7ed3\u6784\u7684\u3001\u53ef\u8ffd\u6eaf\u7684\u3002<\/p>\n<p>58,522 \u4e2a star \u4e0d\u662f\u767d\u6765\u7684\u3002OpenSpec \u505a\u5230\u4e86\u4e24\u4ef6\u5f88\u96be\u7684\u4e8b\uff0c\u7b2c\u4e00\uff0c\u5b83\u8ba9\u89c4\u5212\u6587\u6863\u4ece\u300c\u7ed9\u4eba\u770b\u7684\u300d\u53d8\u6210\u4e86\u300c\u7ed9 AI \u770b\u7684\u300d\uff0c\u683c\u5f0f\u5316\u7684 Delta Spec \u65e2\u6709\u4eba\u7c7b\u53ef\u8bfb\u6027\uff0c\u53c8\u6709\u673a\u5668\u53ef\u89e3\u6790\u6027\uff1b\u7b2c\u4e8c\uff0c\u5b83\u628a\u89c4\u5212\u6d41\u7a0b\u6807\u51c6\u5316\u4e86\uff0c\u4e0d\u9700\u8981\u6bcf\u6b21\u4ece\u5934\u8bbe\u8ba1\u6587\u6863\u7ed3\u6784\u3002<\/p>\n<p>\u4f46 OpenSpec \u6709\u4e00\u4e2a\u5929\u751f\u7684\u8fb9\u754c\uff0c\u5b83\u53ea\u8d1f\u8d23\u300c\u5199\u4ec0\u4e48\u300d\uff0c\u4e0d\u8d1f\u8d23\u300c\u600e\u4e48\u5199\u300d\u3002\u89c4\u5212\u505a\u5b8c\u4e4b\u540e\uff0c\u6267\u884c\u9636\u6bb5\u8be5\u600e\u4e48\u505a\uff0c\u5b83\u4e0d\u7ba1\u3002\u4f60\u62ff\u5230 tasks.md\uff0c\u7136\u540e\u5462\uff1f\u624b\u52a8\u9010\u4e2a\u6267\u884c\uff1f\u8fd8\u662f\u8ba9 AI \u81ea\u7531\u53d1\u6325\uff1fOpenSpec \u6ca1\u6709\u7ed9\u51fa\u7b54\u6848\u3002<\/p>\n<p><img data-dominant-color=\"f6f5f2\" data-has-transparency=\"true\" style=\"--dominant-color: #f6f5f2;\" loading=\"lazy\" decoding=\"async\" class=\"has-transparency alignnone size-full wp-image-29689\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/07\/33ee590939390bf298659427daa39a95501272.png\" width=\"1080\" height=\"720\" alt=\"OpenSpec \u5de5\u4f5c\u6d41\u793a\u610f\" title=\"OpenSpec \u5de5\u4f5c\u6d41\u793a\u610f\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/07\/33ee590939390bf298659427daa39a95501272.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/07\/33ee590939390bf298659427daa39a95501272-300x200.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/07\/33ee590939390bf298659427daa39a95501272-1024x683.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/07\/33ee590939390bf298659427daa39a95501272-150x100.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/07\/33ee590939390bf298659427daa39a95501272-768x512.png 768w\" sizes=\"auto, 100vw\" \/><span class=\"data-image-title\">OpenSpec \u5de5\u4f5c\u6d41\u793a\u610f<\/span><\/p>\n<p>\u518d\u8bf4 Superpowers\u3002<\/p>\n<p>obra\uff08Jesse Vincent\uff09\u7684\u8fd9\u4e2a\u9879\u76ee\u662f Claude Code \u63d2\u4ef6\u751f\u6001\u7684\u7edd\u5bf9\u738b\u8005\u3002245,221 stars\uff0cv6.0.3\uff0c2026 \u5e74 6 \u6708 18 \u65e5\u8fd8\u5728\u66f4\u65b0\u3002\u5b83\u7684\u6838\u5fc3\u662f\u4e09\u4e2a\u94c1\u5f8b\uff0cTDD\uff08\u5148\u5199\u6d4b\u8bd5\u518d\u5199\u4ee3\u7801\uff09\u3001SDD \u5b50\u4ee3\u7406\uff08\u7528\u4e13\u95e8\u7684 subagent \u505a\u89c4\u683c\u68c0\u67e5\uff09\u3001Review Gate\uff08\u4ee3\u7801\u8bc4\u5ba1\u95e8\u7981\uff09\u3002\u6267\u884c\u9636\u6bb5\u7684\u6bcf\u4e00\u6b65\u90fd\u6709\u786c\u7ea6\u675f\uff0cAI \u4e0d\u80fd\u8df3\u8fc7\u6d4b\u8bd5\u76f4\u63a5\u5199\u4ee3\u7801\uff0c\u4e0d\u80fd\u7ed5\u8fc7\u8bc4\u5ba1\u76f4\u63a5\u5408\u5e76\u3002<\/p>\n<p>Superpowers \u7684\u5f3a\u5927\u4e4b\u5904\u5728\u4e8e\u6267\u884c\u7eaa\u5f8b\u3002\u5b83\u628a\u300cAI \u7f16\u7a0b\u7684\u968f\u610f\u6027\u300d\u5173\u8fdb\u4e86\u7b3c\u5b50\u91cc\u3002\u4f46\u5b83\u7684\u8fb9\u754c\u540c\u6837\u660e\u663e\uff0c\u5b83\u7684\u7eaa\u5f8b\u673a\u5236\u9700\u8981\u4e00\u4e2a\u8d77\u70b9\uff0c\u4e00\u4efd\u5df2\u7ecf\u5b9a\u4e49\u597d\u7684\u4efb\u52a1\u6e05\u5355\u3002\u800c\u8fd9\u4efd\u6e05\u5355\u4ece\u54ea\u6765\uff1fSuperpowers \u4e0d\u7ba1\u3002<\/p>\n<p>\u770b\u5230\u95ee\u9898\u4e86\u6ca1\u6709\uff1f<\/p>\n<p>OpenSpec \u662f\u706b\u8f66\u5934\uff0c\u8d1f\u8d23\u5236\u5b9a\u8def\u7ebf\u56fe\uff0c\u4f46\u5230\u4e86\u7ad9\u53f0\u5c31\u7184\u706b\u4e86\u3002Superpowers \u662f\u94c1\u8f68\uff0c\u4fdd\u8bc1\u5217\u8f66\u6309\u89c4\u8303\u884c\u9a76\uff0c\u4f46\u94c1\u8f68\u4e0d\u4f1a\u81ea\u5df1\u94fa\u5230\u76ee\u7684\u5730\u3002\u4e24\u4e2a\u6846\u67b6\u5404\u81ea\u89e3\u51b3\u4e86 AI \u7f16\u7a0b\u4e00\u534a\u7684\u95ee\u9898\uff0c\u4f46\u4e2d\u95f4\u7f3a\u4e86\u4e00\u4e2a\u5173\u952e\u7684\u8854\u63a5\u5c42\u3002<\/p>\n<p><img data-dominant-color=\"f2f3f0\" data-has-transparency=\"true\" style=\"--dominant-color: #f2f3f0;\" loading=\"lazy\" decoding=\"async\" class=\"has-transparency alignnone size-full wp-image-29690\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/07\/65703e657f65514486b227397caf7111e75126.png\" width=\"1080\" height=\"765\" alt=\"OpenSpec + Superpowers \u80fd\u529b\u77e9\u9635\" title=\"OpenSpec + Superpowers \u80fd\u529b\u77e9\u9635\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/07\/65703e657f65514486b227397caf7111e75126.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/07\/65703e657f65514486b227397caf7111e75126-300x213.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/07\/65703e657f65514486b227397caf7111e75126-1024x725.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/07\/65703e657f65514486b227397caf7111e75126-150x106.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/07\/65703e657f65514486b227397caf7111e75126-768x544.png 768w\" sizes=\"auto, 100vw\" \/><span class=\"data-image-title\">OpenSpec + Superpowers \u80fd\u529b\u77e9\u9635<\/span><\/p>\n<p>\u8fd9\u5c31\u662f\u4e3a\u4ec0\u4e48\u88c5\u4e86 OpenSpec \u7684\u4eba\u8fd8\u5728\u62b1\u6028\u300c\u89c4\u5212\u5199\u4e86\u767d\u5199\u300d\uff0c\u88c5\u4e86 Superpowers \u7684\u4eba\u4e5f\u5728\u62b1\u6028\u300cTDD \u662f\u597d\u7684\uff0c\u4f46\u6211\u4e0d\u77e5\u9053\u8be5\u6d4b\u4ec0\u4e48\u300d\u3002\u4e24\u4e2a\u5de5\u5177\u90fd\u5f88\u597d\uff0c\u4f46\u5b83\u4eec\u4e4b\u95f4\u6ca1\u6709\u5bf9\u8bdd\u3002<\/p>\n<h3>\u4e09\u3001\u300c\u710a\u6b7b\u300d\u7684\u6838\u5fc3\uff1a\u6e90\u7801\u7ea7\u878d\u5408 vs \u88c5\u4e24\u4e2a\u63d2\u4ef6<\/h3>\n<p>spec-superflow \u505a\u7684\u7b2c\u4e00\u4ef6\u4e8b\uff0c\u662f\u628a\u4e24\u4e2a\u6846\u67b6\u7684\u5f15\u64ce\u6e90\u7801\u7ea7\u5438\u6536\uff0c\u800c\u4e0d\u662f\u5916\u90e8\u8c03\u7528\u3002<\/p>\n<p>\u8fd9\u4e2a\u533a\u522b\u5f88\u5173\u952e\u3002\u8ba9\u6211\u89e3\u91ca\u4e00\u4e0b\u3002<\/p>\n<p>\u5916\u90e8\u7f16\u6392\u6a21\u5f0f\u7684\u610f\u601d\u662f\uff0c\u4f60\u7684\u5de5\u4f5c\u6d41\u811a\u672c\u8c03\u7528 OpenSpec CLI \u751f\u6210\u89c4\u5212\u6587\u6863\uff0c\u7136\u540e\u8c03\u7528 Superpowers \u7684 skill \u6267\u884c\u4efb\u52a1\u3002\u4e24\u4e2a\u5de5\u5177\u5404\u8dd1\u5404\u7684\uff0c\u901a\u8fc7\u6587\u4ef6\u7cfb\u7edf\u4ea4\u6362\u6570\u636e\u3002<\/p>\n<p>Comet\uff08rpamis\/comet\uff09\u8d70\u7684\u5c31\u662f\u8fd9\u6761\u8def\uff0c\u7528 YAML \u72b6\u6001\u673a\u7f16\u6392 OpenSpec \u548c Superpowers \u7684\u5916\u90e8\u8c03\u7528\uff0c\u901a\u8fc7 shell guard \u811a\u672c\u505a\u72b6\u6001\u68c0\u6d4b\u3002<\/p>\n<p>\u8fd9\u4e2a\u65b9\u6848\u80fd\u7528\uff0c\u4f46\u6709\u4e00\u4e2a\u81f4\u547d\u7f3a\u9677\uff0c\u4e24\u4e2a\u5de5\u5177\u5bf9\u5f7c\u6b64\u7684\u5185\u90e8\u72b6\u6001\u4e00\u65e0\u6240\u77e5\u3002<\/p>\n<p>OpenSpec \u751f\u6210\u4e86\u4e00\u4efd spec\uff0cSuperpowers \u4e0d\u77e5\u9053\u8fd9\u4efd spec \u91cc\u6709\u54ea\u4e9b\u7ea6\u675f\u6761\u4ef6\u9700\u8981\u5f3a\u5236\u6267\u884c\u3002<\/p>\n<p>Superpowers \u6267\u884c\u5230\u4e00\u534a\u53d1\u73b0\u6d4b\u8bd5\u5931\u8d25\u4e86\uff0cOpenSpec \u4e0d\u77e5\u9053\u6267\u884c\u9636\u6bb5\u51fa\u4e86\u4ec0\u4e48\u95ee\u9898\u3001\u9700\u4e0d\u9700\u8981\u56de\u5934\u4fee\u6539\u89c4\u5212\u6587\u6863\u3002<\/p>\n<p>\u800c\u4f60\u4f5c\u4e3a\u5f00\u53d1\u8005\uff0c\u5c31\u6210\u4e86\u4e24\u4e2a\u4eba\u4e4b\u95f4\u7684\u7ffb\u8bd1\u5b98\u3002\u6bcf\u6b21\u72b6\u6001\u4e0d\u5bf9\u9f50\uff0c\u4f60\u5c31\u5f97\u624b\u52a8\u8c03\u505c\u3002<\/p>\n<p><img data-dominant-color=\"f7f6f6\" data-has-transparency=\"false\" style=\"--dominant-color: #f7f6f6;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-29691\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/07\/63bce3d8074529e8d6b82656d641f7b8384404.png\" width=\"1080\" height=\"720\" alt=\"\u6e90\u7801\u7ea7\u878d\u5408 vs \u5916\u90e8\u7f16\u6392\u5bf9\u6bd4\" title=\"\u6e90\u7801\u7ea7\u878d\u5408 vs \u5916\u90e8\u7f16\u6392\u5bf9\u6bd4\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/07\/63bce3d8074529e8d6b82656d641f7b8384404.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/07\/63bce3d8074529e8d6b82656d641f7b8384404-300x200.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/07\/63bce3d8074529e8d6b82656d641f7b8384404-1024x683.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/07\/63bce3d8074529e8d6b82656d641f7b8384404-150x100.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/07\/63bce3d8074529e8d6b82656d641f7b8384404-768x512.png 768w\" sizes=\"auto, 100vw\" \/><span class=\"data-image-title\">\u6e90\u7801\u7ea7\u878d\u5408 vs \u5916\u90e8\u7f16\u6392\u5bf9\u6bd4<\/span><\/p>\n<p>spec-superflow \u8d70\u7684\u662f\u53e6\u4e00\u6761\u8def\uff0c\u6e90\u7801\u7ea7\u878d\u5408\u3002\u5b83\u4e0d\u662f\u8c03\u7528 OpenSpec \u7684 CLI\uff0c\u800c\u662f\u628a OpenSpec \u7684\u89c4\u5212\u903b\u8f91\u5438\u6536\u8fdb\u81ea\u5df1\u7684 skill \u4f53\u7cfb\uff1b\u4e0d\u662f\u8c03\u7528 Superpowers \u7684 skill\uff0c\u800c\u662f\u628a Superpowers \u7684\u6267\u884c\u7eaa\u5f8b\u5185\u5316\u6210\u81ea\u5df1\u7684\u72b6\u6001\u673a\u3002<\/p>\n<p>\u8fd9\u6837\u505a\u7684\u7ed3\u679c\u662f\uff0c\u6240\u6709 9 \u4e2a skill \u5171\u4eab\u540c\u4e00\u5957\u72b6\u6001\u673a\uff0c\u4efb\u4f55\u4e00\u4e2a skill \u90fd\u77e5\u9053\u5de5\u4f5c\u6d41\u5f53\u524d\u5904\u4e8e\u54ea\u4e2a\u9636\u6bb5\u3001\u4e0a\u4e00\u4e2a\u9636\u6bb5\u4ea7\u51fa\u4e86\u4ec0\u4e48\u3001\u4e0b\u4e00\u4e2a\u9636\u6bb5\u9700\u8981\u4ec0\u4e48\u7ea6\u675f\u6761\u4ef6\u3002\u72b6\u6001\u4e0d\u662f\u5199\u5728\u6587\u4ef6\u7cfb\u7edf\u91cc\u7684\uff0c\u800c\u662f\u5185\u5efa\u4e8e\u5de5\u4f5c\u6d41\u5f15\u64ce\u7684\u3002<\/p>\n<p>\u7528\u6280\u672f\u672f\u8bed\u8bf4\uff0c\u5916\u90e8\u7f16\u6392\u662f\u300c\u63a7\u5236\u53cd\u8f6c\u300d\uff0c\u6e90\u7801\u7ea7\u878d\u5408\u662f\u300c\u5f15\u64ce\u5185\u805a\u300d\u3002\u524d\u8005\u7075\u6d3b\u4f46\u677e\u6563\uff0c\u540e\u8005\u7d27\u81f4\u4f46\u81ea\u6d3d\u3002<\/p>\n<p>\u5bf9\u4e8e AI \u7f16\u7a0b\u5de5\u4f5c\u6d41\u6765\u8bf4\uff0c\u81ea\u6d3d\u6bd4\u7075\u6d3b\u66f4\u91cd\u8981\u3002\u56e0\u4e3a AI \u672c\u8eab\u5c31\u6709\u8db3\u591f\u7684\u7075\u6d3b\u6027\uff0c\u4f60\u4e0d\u9700\u8981\u518d\u7ed9\u5b83\u677e\u677e\u7ed1\uff0c\u4f60\u9700\u8981\u7684\u662f\u7ed9\u5b83\u52a0\u7ea6\u675f\u3002<\/p>\n<p>\u8fd9\u5c31\u662f\u300c\u710a\u6b7b\u300d\u7684\u542b\u4e49\u3002\u4e0d\u662f\u7269\u7406\u610f\u4e49\u4e0a\u7684\u710a\u63a5\uff0c\u800c\u662f\u67b6\u6784\u5c42\u9762\u7684\u5185\u805a\uff0c\u628a OpenSpec \u7684\u89c4\u5212\u80fd\u529b\u548c Superpowers \u7684\u6267\u884c\u7eaa\u5f8b\uff0c\u91cd\u6784\u4e3a\u4e00\u4e2a\u4e0d\u53ef\u5206\u5272\u7684\u6574\u4f53\u3002<\/p>\n<h3>\u56db\u30019 \u4e2a skill + 8 \u72b6\u6001\u673a\uff0c\u4e00\u4e2a\u81ea\u6d3d\u7684\u5de5\u4f5c\u6d41\u5f15\u64ce<\/h3>\n<p>spec-superflow \u7684\u67b6\u6784\u53ef\u4ee5\u7528\u4e00\u53e5\u8bdd\u6982\u62ec\uff0c9 \u4e2a skill \u5bf9\u5e94 9 \u4e2a\u5de5\u4f5c\u6d41\u9636\u6bb5\uff0c8 \u79cd\u72b6\u6001\u673a\u72b6\u6001\u4fdd\u8bc1\u4f60\u4e0d\u4f1a\u8df3\u8fc7\u4efb\u4f55\u4e00\u6b65\u3002<\/p>\n<p><img data-dominant-color=\"f2f3f0\" data-has-transparency=\"true\" style=\"--dominant-color: #f2f3f0;\" loading=\"lazy\" decoding=\"async\" class=\"has-transparency alignnone size-full wp-image-29692\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/07\/f24686892868d1a96e3079eaad5a67dcdecb45.png\" width=\"1080\" height=\"782\" alt=\"spec-superflow \u6574\u4f53\u67b6\u6784\" title=\"spec-superflow \u6574\u4f53\u67b6\u6784\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/07\/f24686892868d1a96e3079eaad5a67dcdecb45.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/07\/f24686892868d1a96e3079eaad5a67dcdecb45-300x217.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/07\/f24686892868d1a96e3079eaad5a67dcdecb45-1024x741.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/07\/f24686892868d1a96e3079eaad5a67dcdecb45-150x109.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/07\/f24686892868d1a96e3079eaad5a67dcdecb45-768x556.png 768w\" sizes=\"auto, 100vw\" \/><span class=\"data-image-title\">spec-superflow \u6574\u4f53\u67b6\u6784<\/span><\/p>\n<p>9 \u4e2a skill \u5206\u522b\u662f\uff0c<\/p>\n<ol class=\"list-paddingleft-1\" data-id=\"odd3d8fc-cm500DMA\">\n<li data-id=\"ld70c578-1hDf6dNB\"><strong>workflow-start<\/strong>\uff1a\u5165\u53e3\uff0c\u68c0\u6d4b\u5f53\u524d\u72b6\u6001\uff0c\u51b3\u5b9a\u4e0b\u4e00\u6b65<\/li>\n<li data-id=\"ld70c578-2XkOQ4Rl\"><strong>need-explorer<\/strong>\uff1a\u9700\u6c42\u6f84\u6e05\uff0c\u786e\u4fdd\u300c\u8981\u505a\u7684\u4e8b\u300d\u5b9a\u4e49\u6e05\u6670<\/li>\n<li data-id=\"ld70c578-Hn13T8QU\"><strong>spec-writer<\/strong>\uff1a\u89c4\u5212\u6587\u6863\u751f\u6210\uff08proposal \/ specs \/ design \/ tasks\uff09<\/li>\n<li data-id=\"ld70c578-pDnLImJT\"><strong>contract-builder<\/strong>\uff1a\u6838\u5fc3\u521b\u65b0\uff0c\u628a\u89c4\u5212\u6587\u6863\u538b\u7f29\u4e3a\u6267\u884c\u5951\u7ea6<\/li>\n<li data-id=\"ld70c578-i0dFER5M\"><strong>build-executor<\/strong>\uff1a\u6709\u7eaa\u5f8b\u7684\u6279\u91cf\u6267\u884c<\/li>\n<li data-id=\"ld70c578-cmrVFn6L\"><strong>code-reviewer<\/strong>\uff1a\u6267\u884c\u540e\u4ee3\u7801\u8bc4\u5ba1<\/li>\n<li data-id=\"ld70c578-Ea9VBfIa\"><strong>spec-merger<\/strong>\uff1aDelta Spec \u5408\u5e76\u5230\u4e3b Spec<\/li>\n<li data-id=\"ld70c578-6tFlACWT\"><strong>release-archivist<\/strong>\uff1a\u6536\u5c3e\u3001\u9a8c\u8bc1\u3001\u5f52\u6863<\/li>\n<li data-id=\"ld70c578-Ga79TsON\"><strong>bug-investigator<\/strong>\uff1a\u4fa7\u8def\u5f84\uff0c\u9047\u5230 bug \u65f6\u89e6\u53d1\u8c03\u67e5<\/li>\n<\/ol>\n<p>8 \u79cd\u72b6\u6001\u673a\u72b6\u6001\u6784\u6210\u4e86\u4e25\u683c\u7684\u5de5\u4f5c\u6d41\u6d41\u8f6c\uff0cexploring \u2192 specifying \u2192 bridging \u2192 approved-for-build \u2192 executing \u2192 reviewing \u2192 merging \u2192 closing\u3002\u6bcf\u4e00\u6b65\u90fd\u6709\u524d\u7f6e\u6761\u4ef6\uff0c\u4e0d\u6ee1\u8db3\u524d\u7f6e\u6761\u4ef6\u5c31\u65e0\u6cd5\u8fdb\u5165\u4e0b\u4e00\u6b65\u3002<\/p>\n<p>\u8bf4\u4e00\u4e0b\u8fd9\u91cc\u7684\u8bbe\u8ba1\u54f2\u5b66\u3002<\/p>\n<p>\u5f88\u591a\u5de5\u4f5c\u6d41\u5de5\u5177\u7684\u95ee\u9898\u662f\u300c\u72b6\u6001\u68c0\u67e5\u592a\u5f31\u300d\u3002\u5b83\u4eec\u68c0\u67e5\u300c\u6709\u6ca1\u6709\u8fd9\u4e2a\u6587\u4ef6\u300d\uff0c\u4f46\u4ece\u4e0d\u68c0\u67e5\u300c\u8fd9\u4e2a\u6587\u4ef6\u91cc\u7684\u5185\u5bb9\u6709\u6ca1\u6709\u771f\u6b63\u843d\u5b9e\u300d\u3002<\/p>\n<p>spec-superflow \u7684\u505a\u6cd5\u662f\u5185\u5bb9\u7ea7\u72b6\u6001\u68c0\u6d4b\uff0c\u4e0d\u53ea\u662f\u68c0\u67e5<code>execution-contract.md<\/code>\u00a0\u5b58\u4e0d\u5b58\u5728\uff0c\u800c\u662f\u68c0\u67e5\u5b83\u7684 SHA256 \u54c8\u5e0c\u662f\u5426\u4e0e\u89c4\u5212\u6587\u6863\u7684\u8f93\u51fa\u4e00\u81f4\u3002<\/p>\n<p>\u5982\u679c\u89c4\u5212\u6587\u6863\u66f4\u65b0\u4e86\u4f46\u5951\u7ea6\u6ca1\u66f4\u65b0\uff0c\u72b6\u6001\u673a\u4f1a\u963b\u6b62\u4f60\u8fdb\u5165\u6267\u884c\u9636\u6bb5\u3002<\/p>\n<p>\u8fd9\u4e2a\u7ec6\u8282\u5f88\u5c0f\uff0c\u4f46\u5f71\u54cd\u5de8\u5927\u3002\u5b83\u89e3\u51b3\u4e86\u4e00\u4e2a\u5e38\u89c1\u7684\u573a\u666f\uff0c\u4f60\u89c4\u5212\u505a\u597d\u4e86\uff0c\u5951\u7ea6\u4e5f\u7b7e\u4e86\uff0c\u4f46\u6267\u884c\u524d\u53c8\u6539\u4e86\u4e00\u4e0b\u89c4\u5212\u6587\u6863\u3002<\/p>\n<p>\u5728\u4f20\u7edf\u5de5\u4f5c\u6d41\u91cc\uff0c\u6ca1\u4eba\u4f1a\u63d0\u9192\u4f60\u300c\u5951\u7ea6\u8fc7\u671f\u4e86\u300d\u3002\u5728 spec-superflow \u91cc\uff0c\u72b6\u6001\u673a\u4f1a\u76f4\u63a5\u62a5\u9519\u3002<\/p>\n<p><img data-dominant-color=\"f0f1ed\" data-has-transparency=\"true\" style=\"--dominant-color: #f0f1ed;\" loading=\"lazy\" decoding=\"async\" class=\"has-transparency alignnone size-full wp-image-29693\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/07\/29add930419fc405340582be55eec7bb8ada30.png\" width=\"1080\" height=\"792\" alt=\"\u72b6\u6001\u673a\u5168\u6d41\u8f6c\u56fe\" title=\"\u72b6\u6001\u673a\u5168\u6d41\u8f6c\u56fe\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/07\/29add930419fc405340582be55eec7bb8ada30.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/07\/29add930419fc405340582be55eec7bb8ada30-300x220.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/07\/29add930419fc405340582be55eec7bb8ada30-1024x751.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/07\/29add930419fc405340582be55eec7bb8ada30-150x110.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/07\/29add930419fc405340582be55eec7bb8ada30-768x563.png 768w\" sizes=\"auto, 100vw\" \/><span class=\"data-image-title\">\u72b6\u6001\u673a\u5168\u6d41\u8f6c\u56fe<\/span><\/p>\n<p>\u53e6\u4e00\u4e2a\u8bbe\u8ba1\u4eae\u70b9\u662f\u51b3\u7b56\u70b9\u534f\u8bae\uff08Decision Point\uff0cDP\uff09\u3002\u5de5\u4f5c\u6d41\u5728 8 \u4e2a\u5173\u952e\u8282\u70b9\u8bbe\u7f6e\u4e86 DP\uff0cAI \u4e0d\u80fd\u81ea\u5df1\u62cd\u677f\uff0c\u5fc5\u987b\u505c\u4e0b\u6765\u95ee\u4f60\u7684\u610f\u89c1\u3002<\/p>\n<p>\u6bd4\u5982 DP-0 \u7528\u6237\u786e\u8ba4\u95e8\u7981\uff0c\u5728 need-explorer \u9636\u6bb5\u7ed3\u675f\u540e\uff0cAI \u5fc5\u987b\u628a\u9700\u6c42\u7406\u89e3\u7ed3\u679c\u5448\u73b0\u7ed9\u4f60\uff0c\u4f60\u786e\u8ba4\u4e86\u624d\u80fd\u8fdb\u5165 spec-writer\u3002\u8fd9\u4e2a\u8bbe\u8ba1\u4e13\u95e8\u9632\u8303 AI \u300c\u81ea\u4ee5\u4e3a\u7406\u89e3\u4e86\u9700\u6c42\u4f46\u5b9e\u9645\u4e0a\u8dd1\u504f\u4e86\u300d\u7684\u7ecf\u5178\u95ee\u9898\u3002<\/p>\n<p>8 \u4e2a DP \u5206\u5e03\u5728\uff0c<\/p>\n<ul data-id=\"u738a58b-DQ1IQISC\">\n<li data-id=\"ld70c578-SubY36VC\">DP-0\uff1a\u9700\u6c42\u786e\u8ba4\uff08need-explorer \u540e\uff09<\/li>\n<li data-id=\"ld70c578-EgIdAAaY\">DP-1\uff1a\u63d0\u6848\u786e\u8ba4\uff08proposal \u751f\u6210\u540e\uff09<\/li>\n<li data-id=\"ld70c578-AeJl3FTq\">DP-2\uff1a\u89c4\u683c\u786e\u8ba4\uff08specs \u751f\u6210\u540e\uff09<\/li>\n<li data-id=\"ld70c578-lv5WKl4X\">DP-3\uff1a\u8bbe\u8ba1\u786e\u8ba4\uff08design \u751f\u6210\u540e\uff09<\/li>\n<li data-id=\"ld70c578-LtVhORqE\">DP-4\uff1a\u4efb\u52a1\u786e\u8ba4\uff08tasks \u751f\u6210\u540e\uff09<\/li>\n<li data-id=\"ld70c578-gxqDelDT\">DP-5\uff1a\u5951\u7ea6\u786e\u8ba4\uff08contract-builder \u540e\uff09<\/li>\n<li data-id=\"ld70c578-sRoHSqkX\">DP-6\uff1a\u6279\u6b21\u786e\u8ba4\uff08\u6bcf\u6279\u6267\u884c\u524d\u540e\uff09<\/li>\n<li data-id=\"ld70c578-agIU4JCJ\">DP-7\uff1a\u6536\u5c3e\u786e\u8ba4\uff08release-archivist \u540e\uff09<\/li>\n<\/ul>\n<p>\u6709\u4eba\u53ef\u80fd\u4f1a\u89c9\u5f97 8 \u4e2a\u786e\u8ba4\u70b9\u592a\u591a\u4e86\u3002\u4f46\u6211\u7684\u4f7f\u7528\u4f53\u9a8c\u662f\uff0c\u8fd9 8 \u4e2a\u70b9\u6070\u597d\u662f AI \u7f16\u7a0b\u6700\u9700\u8981\u4eba\u7c7b\u5224\u65ad\u529b\u7684\u5730\u65b9\u3002\u628a\u5224\u65ad\u529b\u7528\u5728\u5200\u5203\u4e0a\uff0c\u800c\u4e0d\u662f\u8ba9 AI \u5728\u65e0\u5173\u7d27\u8981\u7684\u5730\u65b9\u53cd\u590d\u95ee\u300c\u8981\u4e0d\u8981\u7ee7\u7eed\u300d\u3002<\/p>\n<h3>\u4e94\u3001contract-builder\uff1a\u89c4\u5212\u5230\u6267\u884c\u7684\u5951\u7ea6\u6865\u63a5\u5c42<\/h3>\n<p>\u5982\u679c\u8981\u6211\u4ece 9 \u4e2a skill \u91cc\u9009\u4e00\u4e2a\u6700\u80fd\u4ee3\u8868 spec-superflow \u8bbe\u8ba1\u601d\u60f3\u7684\uff0c\u6211\u4f1a\u9009 contract-builder\u3002<\/p>\n<p><img data-dominant-color=\"f4f4f1\" data-has-transparency=\"true\" style=\"--dominant-color: #f4f4f1;\" loading=\"lazy\" decoding=\"async\" class=\"has-transparency alignnone size-full wp-image-29694\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/07\/852554217d6d2e0166c344a3ce8135ded2e273.png\" width=\"1080\" height=\"720\" alt=\"contract-builder \u5951\u7ea6\u6865\u63a5\u5c42\u5de5\u4f5c\u6d41\u7a0b\" title=\"contract-builder \u5951\u7ea6\u6865\u63a5\u5c42\u5de5\u4f5c\u6d41\u7a0b\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/07\/852554217d6d2e0166c344a3ce8135ded2e273.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/07\/852554217d6d2e0166c344a3ce8135ded2e273-300x200.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/07\/852554217d6d2e0166c344a3ce8135ded2e273-1024x683.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/07\/852554217d6d2e0166c344a3ce8135ded2e273-150x100.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/07\/852554217d6d2e0166c344a3ce8135ded2e273-768x512.png 768w\" sizes=\"auto, 100vw\" \/><span class=\"data-image-title\">contract-builder \u5951\u7ea6\u6865\u63a5\u5c42\u5de5\u4f5c\u6d41\u7a0b<\/span><\/p>\n<p>contract-builder \u505a\u7684\u4e8b\u5f88\u7b80\u5355\u63cf\u8ff0\u8d77\u6765\uff0c\u628a proposal\u3001specs\u3001design\u3001tasks \u8fd9\u56db\u4e2a\u89c4\u5212\u6587\u6863\uff0c\u538b\u7f29\u6210\u4e00\u4efd<code>execution-contract.md<\/code>\u3002\u8fd9\u4efd\u5951\u7ea6\u5305\u542b\u4e09\u4e2a\u5173\u952e\u4fe1\u606f\uff0c<\/p>\n<ol class=\"list-paddingleft-1\" data-id=\"odd3d8fc-7R1mSdlm\">\n<li data-id=\"ld70c578-qjxyVnRT\"><strong>\u610f\u56fe\u9501<\/strong>\uff08Intent Lock\uff09\uff1a\u7528\u4e00\u53e5\u8bdd\u9501\u5b9a\u8fd9\u6b21\u53d8\u66f4\u7684\u6838\u5fc3\u610f\u56fe\u3002\u6267\u884c\u9636\u6bb5\u7684 AI \u505a\u4efb\u4f55\u51b3\u7b56\uff0c\u90fd\u5fc5\u987b\u5bf9\u9f50\u8fd9\u4e2a\u610f\u56fe\u3002\u610f\u56fe\u5bf9\u4e0d\u4e0a\uff0c\u62d2\u7edd\u6267\u884c\u3002<\/li>\n<li data-id=\"ld70c578-tJu4ryHC\"><strong>\u7ea6\u675f\u6e05\u5355<\/strong>\uff08Constraint Checklist\uff09\uff1a\u4ece\u56db\u4e2a\u89c4\u5212\u6587\u6863\u4e2d\u63d0\u53d6\u6240\u6709\u786c\u6027\u7ea6\u675f\uff0c\u6027\u80fd\u6307\u6807\u3001\u517c\u5bb9\u6027\u8981\u6c42\u3001\u5b89\u5168\u89c4\u8303\uff0c\u53d8\u6210\u53ef\u9a8c\u8bc1\u7684\u68c0\u67e5\u9879\u3002<\/li>\n<li data-id=\"ld70c578-YEglou2j\"><strong>\u9a8c\u6536\u6807\u51c6<\/strong>\uff08Acceptance Criteria\uff09\uff1a\u6bcf\u4e2a task \u7684\u5b8c\u6210\u6807\u51c6\uff0c\u4e0d\u53ea\u662f\u300c\u4ee3\u7801\u5199\u5b8c\u4e86\u300d\uff0c\u800c\u662f\u300c\u4ee3\u7801\u5199\u5b8c\u4e86\u4e14\u901a\u8fc7\u4e86\u8fd9\u4e9b\u9a8c\u8bc1\u300d\u3002<\/li>\n<\/ol>\n<p>\u6700\u7cbe\u5f69\u7684\u5730\u65b9\u5728\u4e8e\uff0ccontract-builder \u5728\u751f\u6210\u5951\u7ea6\u7684\u540c\u65f6\u4f1a\u8ba1\u7b97 SHA256 \u54c8\u5e0c\uff0c\u628a\u54c8\u5e0c\u5199\u5165\u5951\u7ea6\u6587\u4ef6\u3002\u6267\u884c\u9636\u6bb5\u542f\u52a8\u524d\uff0c\u72b6\u6001\u673a\u4f1a\u91cd\u65b0\u8ba1\u7b97\u89c4\u5212\u6587\u6863\u7684\u54c8\u5e0c\uff0c\u5982\u679c\u548c\u5951\u7ea6\u4e2d\u7684\u54c8\u5e0c\u4e0d\u4e00\u81f4\uff0c\u8bf4\u660e\u89c4\u5212\u6587\u6863\u5728\u5951\u7ea6\u7b7e\u7f72\u540e\u88ab\u4fee\u6539\u4e86\uff0c\u6267\u884c\u9636\u6bb5\u88ab\u81ea\u52a8\u9501\u5b9a\u3002<\/p>\n<p>\u8fd9\u89e3\u51b3\u4e86\u4e00\u4e2a\u975e\u5e38\u5b9e\u9645\u7684\u95ee\u9898\uff0c\u4f60\u4ee5\u4e3a\u81ea\u5df1\u5728\u6309\u89c4\u5212\u5199\u4ee3\u7801\uff0c\u4f46\u89c4\u5212\u5176\u5b9e\u6084\u6084\u53d8\u4e86\u3002\u53ef\u80fd\u662f\u4f60\u624b\u52a8\u6539\u4e86\u4e00\u4e2a spec \u6587\u4ef6\uff0c\u53ef\u80fd\u662f AI \u5728\u67d0\u4e2a\u5bf9\u8bdd\u91cc\u300c\u4f18\u5316\u300d\u4e86\u4e00\u4e0b design\u3002\u4e0d\u7ba1\u539f\u56e0\u662f\u4ec0\u4e48\uff0c\u7ed3\u679c\u90fd\u4e00\u6837\uff0c\u4f60\u6267\u884c\u7684\u89c4\u5212\uff0c\u548c\u4f60\u5f53\u521d\u7b7e\u7684\u89c4\u5212\uff0c\u4e0d\u662f\u540c\u4e00\u4efd\u3002<\/p>\n<p>\u610f\u56fe\u9501\u662f\u53e6\u4e00\u4e2a\u6740\u624b\u7ea7\u8bbe\u8ba1\u3002\u6211\u4e3e\u4e2a\u771f\u5b9e\u4f8b\u5b50\uff0c\u5728\u7528 spec-superflow \u505a v0.8.7 \u7684\u4e00\u4e2a\u8865\u4e01\u65f6\uff0c\u6267\u884c\u9636\u6bb5\u7684 AI \u5728\u6267\u884c\u4e2d\u9014\u5efa\u8bae\u300c\u8fd9\u4e2a\u5730\u65b9\u4e0d\u5982\u987a\u4fbf\u91cd\u6784\u4e00\u4e0b\uff0c\u628a\u914d\u7f6e\u9879\u7edf\u4e00\u7ba1\u7406\u300d\u3002<\/p>\n<p>\u542c\u8d77\u6765\u662f\u4e2a\u597d\u5efa\u8bae\uff0c\u5bf9\u5427\uff1f\u4f46 contract-builder \u91cc\u7684\u610f\u56fe\u9501\u5199\u7684\u662f\u300c\u4fee\u590d 3 \u4e2a\u8fb9\u754c\u6761\u4ef6 bug\uff0c\u4e0d\u6539\u53d8\u73b0\u6709 API \u7b7e\u540d\u300d\u3002AI \u7684\u5efa\u8bae\u88ab\u610f\u56fe\u9501\u62e6\u622a\u4e86\uff0c\u91cd\u6784\u4e0d\u5728\u672c\u6b21\u53d8\u66f4\u7684\u610f\u56fe\u8303\u56f4\u5185\u3002<\/p>\n<p>\u5982\u679c\u6ca1\u6709\u610f\u56fe\u9501\uff0c\u8fd9\u4e2a\u300c\u987a\u624b\u91cd\u6784\u300d\u53ef\u80fd\u5c31\u505a\u4e86\u3002\u7136\u540e\u5462\uff1f\u7136\u540e\u56de\u5f52\u6d4b\u8bd5\u70b8\u4e86\uff0c\u56e0\u4e3a\u7edf\u4e00\u914d\u7f6e\u9879\u7684\u6539\u52a8\u6ce2\u53ca\u4e86 7 \u4e2a\u6587\u4ef6\u3002\u4f60\u5c31\u5f97\u82b1\u4e00\u4e2a\u4e0b\u5348\u6392\u67e5\u95ee\u9898\u3002<\/p>\n<p>\u8fd9\u5c31\u662f contract-builder \u7684\u6838\u5fc3\u4ef7\u503c\uff0c\u5b83\u4e0d\u662f\u963b\u6b62 AI \u63d0\u5efa\u8bae\uff0c\u800c\u662f\u786e\u4fdd\u5efa\u8bae\u4e0d\u504f\u79bb\u672c\u6b21\u53d8\u66f4\u7684\u610f\u56fe\u3002\u8303\u56f4\u8513\u5ef6\uff08scope creep\uff09\u662f\u4eba\u7c7b\u5f00\u53d1\u8005\u548c AI \u5f00\u53d1\u8005\u7684\u901a\u75c5\uff0ccontract-builder \u662f\u7ed9\u4e24\u8005\u540c\u65f6\u4e0a\u7684\u7d27\u7b8d\u5492\u3002<\/p>\n<h3>\u516d\u3001\u7528 spec-superflow \u5ba1\u8ba1 spec-superflow<\/h3>\n<p>\u8bf4\u518d\u591a\u8bbe\u8ba1\u7406\u5ff5\uff0c\u4e0d\u5982\u770b\u4e00\u4e2a\u771f\u5b9e\u6848\u4f8b\u3002\u6700\u597d\u7684\u6848\u4f8b\u5c31\u662f spec-superflow \u81ea\u5df1\u3002<\/p>\n<p>v0.8.7 \u7684\u5f00\u53d1\u6d41\u7a0b\uff0c\u6211\u5168\u7a0b\u7528 spec-superflow \u7ba1\u7406\u3002\u5c31\u662f\u8bf4\uff0c\u6211\u7528\u8fd9\u4e2a\u5de5\u4f5c\u6d41\u6765\u5ba1\u8ba1\u548c\u6539\u8fdb\u8fd9\u4e2a\u5de5\u4f5c\u6d41\u672c\u8eab\u3002\u5178\u578b\u7684 dogfooding\u3002<\/p>\n<p><img data-dominant-color=\"f4f3ef\" data-has-transparency=\"true\" style=\"--dominant-color: #f4f3ef;\" loading=\"lazy\" decoding=\"async\" class=\"has-transparency alignnone size-full wp-image-29695\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/07\/2672cd6710cde7407c7277f0a105abde2070e0.png\" width=\"1080\" height=\"731\" alt=\"dogfooding \u6848\u4f8b\u6d41\u7a0b\" title=\"dogfooding \u6848\u4f8b\u6d41\u7a0b\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/07\/2672cd6710cde7407c7277f0a105abde2070e0.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/07\/2672cd6710cde7407c7277f0a105abde2070e0-300x203.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/07\/2672cd6710cde7407c7277f0a105abde2070e0-1024x693.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/07\/2672cd6710cde7407c7277f0a105abde2070e0-150x102.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/07\/2672cd6710cde7407c7277f0a105abde2070e0-768x520.png 768w\" sizes=\"auto, 100vw\" \/><span class=\"data-image-title\">dogfooding \u6848\u4f8b\u6d41\u7a0b<\/span><\/p>\n<p>\u8fd9\u4e2a\u8fc7\u7a0b\u53d1\u73b0\u5e76\u4fee\u590d\u4e86 5 \u4e2a\u5173\u952e\u95ee\u9898\uff0c<\/p>\n<p><strong>\u95ee\u9898\u4e00\uff0c\u6280\u80fd\u63cf\u8ff0\u6587\u4ef6\u4e2d\u7684 token \u4f30\u7b97\u504f\u5dee\u3002<\/strong>\u00a0\u5728 v0.8.6 \u4e2d\uff0c\u67d0\u4e9b skill \u63cf\u8ff0\u6587\u4ef6\u58f0\u660e\u7684 token \u4f7f\u7528\u91cf\u4e0e\u5b9e\u6d4b\u504f\u5dee\u8d85\u8fc7 40%\u3002\u8fd9\u4e2a\u95ee\u9898\u662f\u88ab code-reviewer \u5728\u6267\u884c\u540e\u8bc4\u5ba1\u4e2d\u53d1\u73b0\u7684\uff0c\u5b83\u68c0\u67e5\u4e86 skill \u63cf\u8ff0\u6587\u4ef6\u7684\u58f0\u660e\u503c\u4e0e\u5b9e\u9645\u6ce8\u5165\u4e0a\u4e0b\u6587\u7684 token \u8ba1\u6570\u3002\u6839\u56e0\u662f skill \u63cf\u8ff0\u6587\u4ef6\u66f4\u65b0\u540e\u6ca1\u6709\u540c\u6b65\u66f4\u65b0 token \u4f30\u7b97\u5b57\u6bb5\u3002\u4fee\u590d\u65b9\u6848\uff0c\u5728 contract-builder \u7684\u7ea6\u675f\u6e05\u5355\u4e2d\u589e\u52a0\u300ctoken \u4f30\u7b97\u4e00\u81f4\u6027\u300d\u68c0\u67e5\u9879\u3002<\/p>\n<p><strong>\u95ee\u9898\u4e8c\uff0ctweak \u6a21\u5f0f\u4e0b\u7684\u6b7b\u9501\u3002<\/strong>\u00a0\u5728\u6267\u884c\u9636\u6bb5\uff0c\u5982\u679c\u7528\u6237\u5728 tweak \u6a21\u5f0f\u4e0b\u8f93\u5165\u4e0e\u5f53\u524d batch \u610f\u56fe\u4e0d\u4e00\u81f4\u7684\u6307\u4ee4\uff0cstate machine \u4f1a\u8fdb\u5165\u4e00\u4e2a\u65e2\u65e0\u6cd5\u7ee7\u7eed\u4e5f\u65e0\u6cd5\u56de\u6eda\u7684\u72b6\u6001\u3002\u8fd9\u4e2a\u95ee\u9898\u662f\u6211\u5728 dogfooding \u4e2d\u53d1\u73b0\u7684\uff0c\u6211\u5728\u6267\u884c batch-3 \u7684\u65f6\u5019\u624b\u8d31\u6539\u4e86\u4e00\u884c\u65e0\u5173\u4ee3\u7801\uff0c\u89e6\u53d1 tweak \u68c0\u6d4b\uff0c\u4f46\u9519\u8bef\u5904\u7406\u8def\u5f84\u6ca1\u6709\u8986\u76d6\u8fd9\u4e2a\u573a\u666f\u3002bug-investigator \u4ecb\u5165\u540e\u5b9a\u4f4d\u5230\u72b6\u6001\u8f6c\u6362\u903b\u8f91\u7f3a\u5c11\u4e00\u4e2a\u300c\u7528\u6237\u8f93\u5165\u51b2\u7a81\u300d\u5206\u652f\u3002<\/p>\n<p><strong>\u95ee\u9898\u4e09\uff0c\u72b6\u6001\u6587\u4ef6\u4e0e\u89c4\u5212\u6587\u6863\u7684\u540c\u6b65\u6f02\u79fb\u3002<\/strong>\u00a0\u8fd9\u662f\u5185\u5bb9\u7ea7\u72b6\u6001\u68c0\u6d4b\u53cd\u5411\u53d1\u73b0\u7684\u95ee\u9898\u3002contract-builder \u7684 SHA256 \u6821\u9a8c\u6b63\u786e\u5730\u68c0\u6d4b\u5230\u4e86\u72b6\u6001\u4e0d\u4e00\u81f4\uff0c\u4f46\u9519\u8bef\u4fe1\u606f\u53ea\u8bf4\u300c\u54c8\u5e0c\u4e0d\u5339\u914d\u300d\uff0c\u6ca1\u6709\u544a\u8bc9\u7528\u6237\u54ea\u4e2a\u6587\u4ef6\u53d8\u4e86\u3001\u53d8\u4e86\u4ec0\u4e48\u3002\u4fee\u590d\u65b9\u6848\uff0c\u589e\u52a0 diff \u6458\u8981\u8f93\u51fa\uff0c\u8ba9\u7528\u6237\u4e00\u773c\u770b\u5230\u300cdesign.md \u7b2c 42 \u884c\u7684\u7ea6\u675f\u6761\u4ef6\u88ab\u4fee\u6539\u4e86\u300d\u3002<\/p>\n<p><strong>\u95ee\u9898\u56db\uff0c\u591a\u5e73\u53f0\u5b89\u88c5\u811a\u672c\u7684 shell \u517c\u5bb9\u6027\u3002<\/strong>\u00a0spec-superflow \u58f0\u79f0\u652f\u6301 7 \u4e2a\u5e73\u53f0\uff0c\u4f46\u5728 Zsh \u548c Fish shell \u4e0b\u7684\u5b89\u88c5\u811a\u672c\u6709\u517c\u5bb9\u6027\u95ee\u9898\u3002\u8fd9\u662f release-archivist \u7684\u8de8\u5e73\u53f0\u9a8c\u8bc1\u77e9\u9635\u53d1\u73b0\u7684\u3002\u4fee\u590d\u65b9\u6848\uff0c\u589e\u52a0 shell \u68c0\u6d4b\u903b\u8f91\u548c\u5bf9\u5e94\u7684\u8bed\u6cd5\u9002\u914d\u3002<\/p>\n<p><strong>\u95ee\u9898\u4e94\uff0ccontract-builder \u5bf9\u5927 spec \u6587\u4ef6\u7684\u6027\u80fd\u95ee\u9898\u3002<\/strong>\u00a0\u5f53 specs \u76ee\u5f55\u4e0b\u6709\u8d85\u8fc7 5 \u4e2a\u6587\u4ef6\u6216\u5355\u4e2a\u6587\u4ef6\u8d85\u8fc7 2000 \u884c\u65f6\uff0ccontract-builder \u7684\u63d0\u53d6\u548c\u538b\u7f29\u8017\u65f6\u8d85\u8fc7 30 \u79d2\u3002<\/p>\n<p>\u8fd9\u4e2a\u6027\u80fd\u74f6\u9888\u662f\u5728\u5ba1\u8ba1 spec-superflow \u81ea\u8eab\u7684 spec \u6587\u4ef6\u65f6\u53d1\u73b0\u7684\uff08ironically\uff0cspec-superflow \u81ea\u5df1\u7684 spec \u6587\u4ef6\u5c31\u5f88\u5927\uff09\u3002\u4fee\u590d\u65b9\u6848\uff0c\u589e\u52a0\u589e\u91cf\u5904\u7406\u903b\u8f91\uff0c\u53ea\u91cd\u65b0\u5904\u7406\u53d8\u66f4\u7684 spec \u6587\u4ef6\u3002<\/p>\n<p>\u8fd9\u4e2a dogfooding \u6848\u4f8b\u7684\u4ef7\u503c\u4e0d\u5728\u4e8e\u4fee\u4e86 5 \u4e2a bug\uff0c\u4efb\u4f55\u9879\u76ee\u90fd\u6709 bug\u3002\u4ef7\u503c\u5728\u4e8e\uff0c\u8fd9 5 \u4e2a bug \u4e2d\u7684 3 \u4e2a\uff08\u95ee\u9898\u4e00\u3001\u4e09\u3001\u4e94\uff09\uff0c\u5728\u6ca1\u6709 spec-superflow \u7684\u60c5\u51b5\u4e0b\u5f88\u96be\u88ab\u53d1\u73b0\u3002\u56e0\u4e3a\u5b83\u4eec\u4e0d\u662f\u529f\u80fd bug\uff0c\u800c\u662f\u5143\u5c42\u9762\u7684\u95ee\u9898\uff0c\u6587\u4ef6\u4e00\u81f4\u6027\u3001token \u51c6\u786e\u6027\u3001\u72b6\u6001\u6f02\u79fb\u3002\u4f20\u7edf\u7684\u6d4b\u8bd5\u6846\u67b6\u4e0d\u592a\u4f1a\u8986\u76d6\u8fd9\u7c7b\u95ee\u9898\uff0c\u4f46 spec-superflow \u7684\u5185\u5bb9\u7ea7\u72b6\u6001\u68c0\u6d4b\u548c\u5951\u7ea6\u6821\u9a8c\u521a\u597d\u80fd\u6355\u6349\u5230\u3002<\/p>\n<p>\u8fd9\u5c31\u662f\u6211\u8bf4\u7684\u300c\u81ea\u6d3d\u300d\u3002\u4e00\u4e2a\u5de5\u4f5c\u6d41\u5de5\u5177\u80fd\u53d1\u73b0\u81ea\u5df1\u4ea7\u751f\u7684\u95ee\u9898\uff0c\u8bf4\u660e\u5b83\u7684\u53cd\u9988\u56de\u8def\u662f\u95ed\u5408\u7684\u3002<\/p>\n<h3>\u4e03\u3001\u7ade\u54c1\u5bf9\u6bd4\uff1a\u4e3a\u4ec0\u4e48\u4e0d\u662f Comet\u3001QFAI \u6216 sdd\uff1f<\/h3>\n<p>2026 \u5e74\uff0cSDD \u5de5\u4f5c\u6d41\u8d5b\u9053\u7206\u53d1\u5f0f\u589e\u957f\uff0c\u81f3\u5c11 10+ \u4e2a\u5f00\u6e90\u9879\u76ee\u5728\u62a2\u8fd9\u4e2a\u65b9\u5411\u3002\u7b80\u5355\u8fc7\u4e00\u4e0b\u51e0\u4e2a\u4e3b\u8981\u7ade\u54c1\uff0c\u5e2e\u4f60\u7406\u89e3 spec-superflow \u7684\u5b9a\u4f4d\u3002<\/p>\n<h4>Comet\uff08rpamis\/comet\uff09<\/h4>\n<p>Comet \u662f\u76ee\u524d\u6700\u63a5\u8fd1 spec-superflow \u7684\u7ade\u54c1\u3002\u5b83\u7684\u601d\u8def\u662f\uff0c\u7528 YAML \u5b9a\u4e49\u5de5\u4f5c\u6d41\u72b6\u6001\u673a\uff0c\u901a\u8fc7 shell guard \u811a\u672c\u7f16\u6392 OpenSpec \u548c Superpowers \u7684\u5916\u90e8\u8c03\u7528\u3002\u652f\u6301 29 \u4e2a\u5e73\u53f0\uff0cnpm \u5305 v0.3.9\u3002<\/p>\n<p>Comet \u7684\u4f18\u52bf\u662f\u7075\u6d3b\uff0cYAML \u914d\u7f6e\uff0c\u60f3\u600e\u4e48\u7f16\u6392\u5c31\u600e\u4e48\u7f16\u6392\uff0c29 \u5e73\u53f0\u8986\u76d6\u6bd4 spec-superflow \u66f4\u5e7f\u3002<\/p>\n<p>\u52a3\u52bf\u4e5f\u5f88\u660e\u663e\uff0c\u5916\u90e8\u7f16\u6392\u6a21\u5f0f\u51b3\u5b9a\u4e86\u5b83\u53ea\u80fd\u505a\u300c\u8868\u9762\u7684\u72b6\u6001\u68c0\u67e5\u300d\uff08\u6587\u4ef6\u5b58\u5728\u3001\u65f6\u95f4\u6233\uff09\uff0c\u505a\u4e0d\u4e86\u300c\u5185\u5bb9\u7ea7\u72b6\u6001\u68c0\u6d4b\u300d\uff08SHA256 \u54c8\u5e0c\u3001\u610f\u56fe\u4e00\u81f4\u6027\uff09\u3002\u800c\u4e14\u5b83\u9700\u8981\u4f60\u5148\u88c5 OpenSpec \u548c Superpowers\uff0cComet \u53ea\u662f\u80f6\u6c34\u3002<\/p>\n<h4>QFAI<\/h4>\n<p>\u8d28\u91cf\u4f18\u5148\u5f00\u53d1\u5957\u4ef6\uff0cnpm \u5305\uff0c\u8986\u76d6 SDD \u2192 ATDD \u2192 TDD \u5168\u94fe\u8def\u3002\u7406\u5ff5\u5f88\u5b8c\u6574\uff0c\u4f46\u592a\u91cd\u4e86\u3002\u5b83\u7684\u5178\u578b\u7528\u6237\u753b\u50cf\u662f\u6709 CI\/CD pipeline \u7684\u4f01\u4e1a\u56e2\u961f\uff0c\u9700\u8981\u5b8c\u6574\u7684\u8d28\u91cf\u95e8\u7981\u4f53\u7cfb\u3002\u4e2a\u4eba\u5f00\u53d1\u8005\u6216\u8005\u5c0f\u56e2\u961f\u7528 QFAI\uff0c\u5149\u662f\u521d\u59cb\u914d\u7f6e\u5c31\u80fd\u529d\u9000\u4e00\u534a\u4eba\u3002<\/p>\n<h4>genkovich\/sdd<\/h4>\n<p>18 \u4e2a\u82cf\u683c\u62c9\u5e95\u5f0f skill\uff0c12 \u6b65\u5de5\u4f5c\u6d41\u3002\u5b66\u672f\u6c14\u606f\u5f88\u6d53\uff0c\u6bcf\u4e00\u6b65\u90fd\u8981\u6c42 AI \u7528\u63d0\u95ee\u5f15\u5bfc\u4f60\u601d\u8003\u3002\u9002\u5408\u559c\u6b22\u6df1\u5ea6\u601d\u8003\u7684\u5f00\u53d1\u8005\uff0c\u4f46\u6b65\u9aa4\u592a\u591a\uff0c12 \u6b65\u8d70\u5b8c\u4e00\u4e2a\u53d8\u66f4\u5468\u671f\uff0c\u5bf9\u4e8e\u4e2d\u5c0f\u9700\u6c42\u6765\u8bf4\u592a\u91cd\u4e86\u3002<\/p>\n<p><img data-dominant-color=\"f7f8f7\" data-has-transparency=\"false\" style=\"--dominant-color: #f7f8f7;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-29696\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/07\/d252e0b29478aacf70611726a603c1a307e5ba.png\" width=\"1080\" height=\"720\" alt=\"\u7ade\u54c1\u529f\u80fd\u5bf9\u6bd4\u8868\" title=\"\u7ade\u54c1\u529f\u80fd\u5bf9\u6bd4\u8868\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/07\/d252e0b29478aacf70611726a603c1a307e5ba.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/07\/d252e0b29478aacf70611726a603c1a307e5ba-300x200.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/07\/d252e0b29478aacf70611726a603c1a307e5ba-1024x683.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/07\/d252e0b29478aacf70611726a603c1a307e5ba-150x100.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/07\/d252e0b29478aacf70611726a603c1a307e5ba-768x512.png 768w\" sizes=\"auto, 100vw\" \/><span class=\"data-image-title\">\u7ade\u54c1\u529f\u80fd\u5bf9\u6bd4\u8868<\/span><\/p>\n<p>spec-superflow \u548c\u5b83\u4eec\u7684\u6700\u672c\u8d28\u533a\u522b\u5728\u4e8e\u54f2\u5b66\u5c42\u9762\uff0c<\/p>\n<ul data-id=\"u738a58b-i5WVI1CY\">\n<li data-id=\"ld70c578-mrWA2whL\">Comet \u662f\u300c\u80f6\u6c34\u54f2\u5b66\u300d\uff0c\u7528\u5916\u90e8\u7f16\u6392\u628a\u5df2\u6709\u5de5\u5177\u7c98\u8d77\u6765<\/li>\n<li data-id=\"ld70c578-2Owwz198\">QFAI \u662f\u300c\u5168\u6808\u54f2\u5b66\u300d\uff0c\u81ea\u5df1\u9020\u4e00\u5957\u5b8c\u6574\u7684\u8d28\u91cf\u4f53\u7cfb<\/li>\n<li data-id=\"ld70c578-5mH3npf4\">sdd \u662f\u300c\u5b66\u9662\u54f2\u5b66\u300d\uff0c\u7528\u82cf\u683c\u62c9\u5e95\u5f0f\u5bf9\u8bdd\u5f15\u5bfc\u4eba\u601d\u8003<\/li>\n<li data-id=\"ld70c578-8sIeb4Ri\">spec-superflow \u662f\u300c\u878d\u5408\u54f2\u5b66\u300d\uff0c\u5438\u6536\u795e\u7ea7\u6846\u67b6\u7684\u5f15\u64ce\uff0c\u91cd\u6784\u4e3a\u81ea\u6d3d\u7684\u6574\u4f53<\/li>\n<\/ul>\n<p>\u6ca1\u6709\u54ea\u4e2a\u54f2\u5b66\u7edd\u5bf9\u6b63\u786e\u3002\u4f46\u5982\u679c\u4f60\u662f\u4e00\u4e2a\u6bcf\u5929\u548c AI \u6253\u4ea4\u9053\u7684\u5de5\u7a0b\u5e08\uff0c\u4f60\u5927\u6982\u7387\u4f1a\u66f4\u559c\u6b22\u300c\u878d\u5408\u54f2\u5b66\u300d\uff0c\u4f60\u4e0d\u9700\u8981\u518d\u7ef4\u62a4\u4e00\u5957 YAML \u914d\u7f6e\u6587\u4ef6\uff08Comet\uff09\uff0c\u4e0d\u9700\u8981\u5b66\u4e60\u4e00\u5957\u5b8c\u6574\u7684\u4f01\u4e1a\u7ea7\u8d28\u91cf\u65b9\u6cd5\u8bba\uff08QFAI\uff09\uff0c\u4e0d\u9700\u8981\u8d70 12 \u6b65\u624d\u80fd\u5b8c\u6210\u4e00\u4e2a\u5c0f\u9700\u6c42\uff08sdd\uff09\u3002\u4f60\u53ea\u9700\u8981\u4e00\u6761\u5b89\u88c5\u547d\u4ee4\uff0c\u7136\u540e\u6309\u5de5\u4f5c\u6d41\u8d70\u5c31\u884c\u3002<\/p>\n<p>\u53e6\u4e00\u4e2a\u5b9e\u9645\u7684\u533a\u522b\uff0c\u4e2d\u6587\u652f\u6301\u3002spec-superflow \u662f\u76ee\u524d\u552f\u4e00\u4e00\u4e2a\u652f\u6301\u4e2d\u82f1\u53cc\u8bed\u7684 SDD \u5de5\u4f5c\u6d41\u5de5\u5177\u3002\u5bf9\u4e8e\u4e2d\u6587\u5f00\u53d1\u8005\u6765\u8bf4\uff0c\u8fd9\u4e2a\u5dee\u522b\u662f\u5b9e\u8d28\u6027\u7684\uff0c\u89c4\u5212\u6587\u6863\u3001\u6267\u884c\u5951\u7ea6\u3001\u8bc4\u5ba1\u610f\u89c1\uff0c\u5168\u90fd\u53ef\u4ee5\u7528\u4e2d\u6587\u5199\u3002\u5176\u4ed6\u7ade\u54c1\u90fd\u662f\u7eaf\u82f1\u6587\u3002<\/p>\n<h3>\u516b\u3001\u5b89\u88c5\u548c\u4e0a\u624b<\/h3>\n<p>Claude Code \u7528\u6237\u4e00\u6761\u547d\u4ee4\u5b89\u88c5\uff1a<\/p>\n<div>\n<div class=\"hljs-cto\">\n<div class=\"hljs-cto\"><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_0\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-plain\" tabindex=\"0\"><code class=\"language-plain\">\/plugin marketplace add MageByte-Zero\/spec-superflow\r\n\/plugin install spec-superflow@spec-superflow<\/code><\/pre>\n<ul id=\"code_id_0\" class=\"pre-numbering\">\n<li>1.<\/li>\n<li>2.<\/li>\n<\/ul>\n<div class=\"toolbar\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p>Cursor \/ Copilot \u7528\u6237\uff1a<\/p>\n<div>\n<div class=\"hljs-cto\">\n<div class=\"hljs-cto\"><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_1\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-plain\" tabindex=\"0\"><code class=\"language-plain\">node \/path\/to\/spec-superflow\/scripts\/install-cursor.mjs<\/code><\/pre>\n<ul id=\"code_id_1\" class=\"pre-numbering\">\n<li>1.<\/li>\n<\/ul>\n<div class=\"toolbar\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p>\u96f6\u8fd0\u884c\u65f6\u4f9d\u8d56\u3002\u4e0d\u9700\u8981\u5148\u88c5 OpenSpec\uff0c\u4e0d\u9700\u8981\u5148\u88c5 Superpowers\uff0cspec-superflow \u5185\u7f6e\u4e86\u5b83\u4eec\u7684\u5f15\u64ce\u903b\u8f91\u3002\u652f\u6301 7 \u4e2a\u5e73\u53f0\uff1aClaude Code\u3001Cursor\u3001Codex\u3001Copilot CLI\u3001Gemini CLI\u3001OpenCode\u3001Trae\u3002<\/p>\n<p>\u4e0a\u624b\u6d41\u7a0b\u4e5f\u5f88\u7b80\u5355\uff0c<\/p>\n<ol class=\"list-paddingleft-1\" data-id=\"odd3d8fc-WYafonRk\">\n<li data-id=\"ld70c578-1I6S7VGS\">\u5728\u9879\u76ee\u6839\u76ee\u5f55\u8fd0\u884c<code>workflow-start<\/code>\uff0c\u521d\u59cb\u5316<code>.spec-superflow.yaml<\/code>\u00a0\u548c\u5de5\u4f5c\u6d41\u76ee\u5f55<\/li>\n<li data-id=\"ld70c578-AAgrXCNi\"><code>need-explorer<\/code>\u00a0\u5f15\u5bfc\u4f60\u6f84\u6e05\u9700\u6c42<\/li>\n<li data-id=\"ld70c578-iBzB6YwD\"><code>spec-writer<\/code>\u00a0\u81ea\u52a8\u751f\u6210 4 \u4e2a\u89c4\u5212\u6587\u6863<\/li>\n<li data-id=\"ld70c578-b4xwYb8j\">\u4f60\u5ba1\u67e5\u786e\u8ba4\u540e\uff0c<code>contract-builder<\/code>\u00a0\u751f\u6210\u6267\u884c\u5951\u7ea6<\/li>\n<li data-id=\"ld70c578-bRnw6h6r\"><code>build-executor<\/code>\u00a0\u5206\u6279\u6267\u884c<\/li>\n<li data-id=\"ld70c578-qR034ks9\"><code>release-archivist<\/code>\u00a0\u6536\u5c3e\u5f52\u6863<\/li>\n<\/ol>\n<p>\u6574\u4e2a\u6d41\u7a0b\u8d70\u4e0b\u6765\uff0c\u4e00\u4e2a\u4e2d\u7b49\u590d\u6742\u5ea6\u7684\u9700\u6c42\uff08\u6bd4\u5982\u300c\u7ed9 CLI \u589e\u52a0\u4e00\u4e2a\u5b50\u547d\u4ee4\u300d\uff09\uff0c\u4ece\u89c4\u5212\u5230\u5408\u5e76\u5927\u7ea6 40-60 \u5206\u949f\u3002\u5176\u4e2d\u4eba\u7c7b\u7684\u51b3\u7b56\u65f6\u95f4\u5927\u7ea6\u5360 15 \u5206\u949f\uff08\u4e3b\u8981\u82b1\u5728 DP \u786e\u8ba4\u70b9\u4e0a\uff09\uff0c\u5176\u4f59\u65f6\u95f4\u90fd\u662f AI \u5728\u6267\u884c\u3002<\/p>\n<p>\u5766\u767d\u8bb2\uff0c\u7b2c\u4e00\u6b21\u7528\u7684\u5b66\u4e60\u66f2\u7ebf\u4e0d\u7b97\u4f4e\u30029 \u4e2a skill\uff0c8 \u4e2a\u72b6\u6001\u673a\u72b6\u6001\uff0c8 \u4e2a\u51b3\u7b56\u70b9\uff0c\u6982\u5ff5\u4e0d\u5c11\u3002\u4f46\u8d70\u5b8c\u4e24\u4e2a\u5b8c\u6574\u7684\u53d8\u66f4\u5468\u671f\u4e4b\u540e\uff0c\u6d41\u7a0b\u5c31\u53d8\u6210\u808c\u8089\u8bb0\u5fc6\u4e86\u3002\u6211\u73b0\u5728\u5f00\u65b0\u9700\u6c42\u7684\u65f6\u5019\uff0c\u5982\u679c\u4e0d\u7528<code>workflow-start<\/code>\uff0c\u4f1a\u611f\u89c9\u5c11\u4e86\u70b9\u4ec0\u4e48\u3002<\/p>\n<h3>\u4e5d\u3001FAQ<\/h3>\n<h4>Q1\uff1a\u6211\u5df2\u7ecf\u5728\u7528 Cursor \/ Claude Code \u4e86\uff0c\u8fd8\u9700\u8981 spec-superflow \u5417\uff1f<\/h4>\n<p>Cursor \u548c Claude Code \u89e3\u51b3\u7684\u662f\u300c\u600e\u4e48\u5199\u4ee3\u7801\u300d\u7684\u95ee\u9898\u3002spec-superflow \u89e3\u51b3\u7684\u662f\u300c\u5199\u4ec0\u4e48\u4ee3\u7801\u3001\u6309\u4ec0\u4e48\u987a\u5e8f\u5199\u3001\u5199\u5230\u4ec0\u4e48\u7a0b\u5ea6\u7b97\u5b8c\u300d\u7684\u95ee\u9898\u3002\u4e24\u8005\u662f\u4e0d\u540c\u5c42\u9762\u7684\u5de5\u5177\uff0c\u524d\u8005\u662f\u7f16\u8f91\u5668\/\u7f16\u7801\u52a9\u624b\uff0c\u540e\u8005\u662f\u5de5\u4f5c\u6d41\u5f15\u64ce\u3002\u4e0d\u51b2\u7a81\uff0c\u53ef\u4ee5\u53e0\u52a0\u4f7f\u7528\u3002<\/p>\n<h4>Q2\uff1aspec-superflow \u548c\u76f4\u63a5\u7528 GitHub Copilot Workspace \u6709\u4ec0\u4e48\u533a\u522b\uff1f<\/h4>\n<p>Copilot Workspace \u6709\u7c7b\u4f3c\u7684\u7ed3\u6784\u5316\u89c4\u5212\u529f\u80fd\uff08spec \u2192 plan \u2192 tasks \u2192 code\uff09\uff0c\u4f46\u5b83\u7684\u89c4\u5212\u903b\u8f91\u662f\u9ed1\u76d2\u7684\uff0c\u4f60\u6ca1\u6cd5\u81ea\u5b9a\u4e49\u5de5\u4f5c\u6d41\u9636\u6bb5\u6216\u51b3\u7b56\u70b9\u3002spec-superflow \u662f\u5b8c\u5168\u900f\u660e\u7684\u72b6\u6001\u673a\uff0c\u4f60\u53ef\u4ee5\u770b\u5230\u6bcf\u4e00\u6b65\u7684\u524d\u7f6e\u6761\u4ef6\u548c\u72b6\u6001\u8f6c\u6362\u3002\u800c\u4e14 spec-superflow \u8de8\u5e73\u53f0\uff0c\u4e0d\u7ed1\u5b9a\u4efb\u4f55\u5355\u4e00 AI \u7f16\u7801\u5de5\u5177\u3002<\/p>\n<h4>Q3\uff1a\u5c0f\u9879\u76ee\u503c\u5f97\u7528\u5417\uff1f\u4e2a\u4eba side project \u5462\uff1f<\/h4>\n<p>\u770b\u9700\u6c42\u590d\u6742\u5ea6\u3002\u5982\u679c\u4e00\u4e2a\u9700\u6c42\u4f60\u8111\u5b50\u91cc\u5c31\u80fd\u5b8c\u5168 hold \u4f4f\uff08\u6bd4\u5982\u6539\u4e2a\u914d\u7f6e\u3001\u4fee\u4e2a\u6587\u6848\uff09\uff0c\u4e0d\u9700\u8981\u8d70\u5b8c\u6574\u5de5\u4f5c\u6d41\u3002\u4f46\u5982\u679c\u4e00\u4e2a\u9700\u6c42\u9700\u8981 3 \u4e2a\u4ee5\u4e0a\u7684\u6587\u4ef6\u4fee\u6539\u3001\u6d89\u53ca\u591a\u4e2a\u6a21\u5757\u3001\u6216\u8005\u4f60\u5bf9\u65b9\u6848\u8fd8\u4e0d\u591f\u786e\u5b9a\uff0c\u8d70\u4e00\u904d spec-superflow \u662f\u503c\u7684\uff0c\u5b83\u80fd\u5e2e\u4f60\u628a\u4e0d\u786e\u5b9a\u7684\u90e8\u5206\u63d0\u524d\u66b4\u9732\u51fa\u6765\uff0c\u800c\u4e0d\u662f\u5199\u5230\u4e00\u534a\u624d\u53d1\u73b0\u60f3\u9519\u4e86\u3002<\/p>\n<p>\u6211\u81ea\u5df1\u7684\u7ecf\u9a8c\u662f\uff0c\u8d85\u8fc7 2 \u5c0f\u65f6\u7684\u9700\u6c42\uff0c\u8d70\u5de5\u4f5c\u6d41\uff1b\u5c0f\u4e8e 30 \u5206\u949f\u7684\u9700\u6c42\uff0c\u76f4\u63a5\u5199\u3002\u4e2d\u95f4\u5730\u5e26\u770b\u5fc3\u60c5\u3002<\/p>\n<h4>Q4\uff1a\u548c\u516c\u53f8\u5185\u90e8\u7684 CI\/CD pipeline \u600e\u4e48\u96c6\u6210\uff1f<\/h4>\n<p>execution-contract.md \u53ef\u4ee5\u88ab CI \u7cfb\u7edf\u8bfb\u53d6\u3002\u4f60\u53ef\u4ee5\u5728 CI \u91cc\u52a0\u4e00\u4e2a\u68c0\u67e5\u6b65\u9aa4\uff0c\u9a8c\u8bc1\u4ee3\u7801\u53d8\u66f4\u662f\u5426\u4e0e execution-contract.md \u7684\u9a8c\u6536\u6807\u51c6\u4e00\u81f4\u3002contract-builder \u751f\u6210\u7684\u7ea6\u675f\u6e05\u5355\u672c\u8eab\u5c31\u662f\u7ed3\u6784\u5316\u7684\uff0c\u89e3\u6790\u8d77\u6765\u5f88\u65b9\u4fbf\u3002<\/p>\n<p><strong>Q5\uff1a\u6027\u80fd\u5f00\u9500\u5927\u5417\uff1f<\/strong><\/p>\n<p>\u72b6\u6001\u68c0\u6d4b\u548c SHA256 \u6821\u9a8c\u7684\u65f6\u95f4\u5f00\u9500\u57fa\u672c\u53ef\u4ee5\u5ffd\u7565\uff08\u6beb\u79d2\u7ea7\uff09\u3002contract-builder \u5bf9\u5927\u578b spec \u6587\u4ef6\u7684\u5904\u7406\u65f6\u95f4\u5728 v0.8.7 \u4e2d\u5df2\u4f18\u5316\u5230 5 \u79d2\u4ee5\u5185\uff08\u4e4b\u524d\u662f 30+ \u79d2\uff0c\u5c31\u662f dogfooding \u53d1\u73b0\u7684\u95ee\u9898\u4e94\uff09\u3002\u5bf9\u4e8e\u65e5\u5e38\u4f7f\u7528\uff0c\u6027\u80fd\u5b8c\u5168\u4e0d\u662f\u74f6\u9888\u3002<\/p>\n<h3>\u5341\u3001\u731b\u864e\u6dfb\u7ffc\uff0c\u4e0d\u88c5\u5c31\u843d\u540e\u4e86<\/h3>\n<p>\u5199\u5230\u8fd9\u91cc\uff0c\u6211\u60f3\u56de\u5230\u6807\u9898\u90a3\u4e2a\u6bd4\u55bb\u3002<\/p>\n<p>OpenSpec \u662f\u4e00\u5934\u731b\u864e\uff0c\u5b83\u6709\u5b8c\u6574\u7684\u89c4\u5212\u65b9\u6cd5\u8bba\uff0c58,000 \u591a\u4e2a star \u662f\u793e\u533a\u5bf9\u5b83\u7684\u8ba4\u53ef\u3002Superpowers \u662f\u4e00\u53cc\u94c1\u7ffc\uff0c245,000 \u591a\u4e2a star \u8bc1\u660e\u4e86\u6267\u884c\u7eaa\u5f8b\u662f AI \u7f16\u7a0b\u7684\u521a\u9700\u3002\u4f46\u5982\u679c\u4f60\u53ea\u662f\u628a\u5b83\u4eec\u653e\u5728\u540c\u4e00\u4e2a\u9879\u76ee\u91cc\uff0c\u4f60\u5f97\u5230\u7684\u662f\u300c\u4e00\u5934\u8001\u864e + \u4e00\u53cc\u7fc5\u8180\u300d\uff0c\u800c\u4e0d\u662f\u300c\u4e00\u5934\u4f1a\u98de\u7684\u8001\u864e\u300d\u3002<\/p>\n<p>spec-superflow \u505a\u7684\u4e8b\uff0c\u5c31\u662f\u5b8c\u6210\u90a3\u4e2a\u300c\u6dfb\u300d\u7684\u52a8\u4f5c\u3002\u4e0d\u662f\u628a\u5df2\u6709\u7684\u4e1c\u897f\u5806\u5728\u4e00\u8d77\uff0c\u800c\u662f\u7528\u6e90\u7801\u7ea7\u878d\u5408 + \u5951\u7ea6\u6865\u63a5\u5c42 + \u5185\u5bb9\u7ea7\u72b6\u6001\u673a\uff0c\u505a\u51fa\u4e00\u4e2a\u771f\u6b63\u81ea\u6d3d\u7684\u5de5\u4f5c\u6d41\u5f15\u64ce\u3002<\/p>\n<p>198 \u4e2a star \u4e0d\u7b97\u591a\uff0c\u4f46\u6bcf\u4e2a star \u80cc\u540e\u90fd\u6709\u4e00\u4e2a\u88ab AI \u7f16\u7a0b\u7684\u968f\u610f\u6027\u6298\u78e8\u8fc7\u7684\u5f00\u53d1\u8005\u3002\u8fd9\u4e2a\u8d5b\u9053\u5728 2026 \u5e74\u7206\u53d1\u4e0d\u662f\u5076\u7136\u7684\uff0c\u5f53 AI \u5199\u4ee3\u7801\u7684\u901f\u5ea6\u8d8a\u6765\u8d8a\u5feb\uff0c\u6211\u4eec\u5bf9\u5b83\u7684\u8d28\u91cf\u8981\u6c42\u4e5f\u5e94\u8be5\u8d8a\u6765\u8d8a\u9ad8\u3002\u5feb\u800c\u4e0d\u7a33\uff0c\u7b49\u4e8e\u767d\u5feb\u3002<\/p>\n<p>\u6211\u5728 v0.8.7 \u7684 dogfooding \u4e2d\u5207\u8eab\u4f53\u4f1a\u5230\u4e86\u8fd9\u4e2a\u5de5\u4f5c\u6d41\u7684\u529b\u91cf\uff0c\u4e0d\u662f\u56e0\u4e3a\u5b83\u5e2e\u6211\u5199\u51fa\u4e86\u66f4\u6f02\u4eae\u7684\u4ee3\u7801\uff0c\u800c\u662f\u56e0\u4e3a\u5b83\u5e2e\u6211\u907f\u514d\u4e86 5 \u4e2a\u5728\u4f20\u7edf\u5de5\u4f5c\u6d41\u4e0b\u5927\u6982\u7387\u4f1a\u88ab\u6f0f\u6389\u7684\u5143\u5c42\u9762\u95ee\u9898\u3002\u8fd9\u4e9b\u95ee\u9898\u7684\u5171\u540c\u70b9\u662f\uff0c\u5b83\u4eec\u90fd\u4e0d\u5728\u300c\u4ee3\u7801\u5199\u6ca1\u5199\u5bf9\u300d\u7684\u68c0\u67e5\u8303\u56f4\u5185\uff0c\u800c\u5728\u300c\u4e8b\u60c5\u505a\u6ca1\u505a\u5bf9\u300d\u7684\u68c0\u67e5\u8303\u56f4\u5185\u3002<\/p>\n<p>\u5982\u679c\u4f60\u60f3\u8bd5\u4e00\u4e0b\uff0cGitHub \u641c<code>MageByte-Zero\/spec-superflow<\/code>\uff0cMIT \u534f\u8bae\uff0c\u4e00\u6761\u547d\u4ee4\u88c5\u597d\u3002\u5982\u679c\u4f60\u5728\u7528 Cursor \u6216\u8005 Copilot\uff0c\u5b83\u4e5f\u652f\u6301\uff0c\u5b89\u88c5\u811a\u672c\u4f1a\u81ea\u52a8\u68c0\u6d4b\u4f60\u7684\u73af\u5883\u3002<\/p>\n<p>AI \u7f16\u7a0b\u7684\u4e0b\u4e00\u4e2a\u9636\u6bb5\uff0c\u4e0d\u662f\u8ba9 AI \u5199\u5f97\u66f4\u5feb\uff0c\u800c\u662f\u8ba9 AI \u5199\u5f97\u66f4\u7a33\u3002SDD \u5de5\u4f5c\u6d41\u662f\u901a\u5f80\u8fd9\u4e2a\u76ee\u6807\u7684\u5fc5\u7ecf\u4e4b\u8def\uff0c\u800c spec-superflow \u662f\u76ee\u524d\u8fd9\u6761\u8def\u4e0a\u8d70\u5f97\u6700\u8fdc\u7684\u5f00\u6e90\u9879\u76ee\u4e4b\u4e00\u3002<\/p>\n<\/div>\n<p>\u6587\u7ae0\u6765\u81ea\uff1a51CTO<\/p>\n<\/div>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_29687\" class=\"pvc_stats total_only  \" data-element-id=\"29687\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.0\" viewBox=\"0 0 502 315\" preserveAspectRatio=\"xMidYMid meet\"><g transform=\"translate(0,332) scale(0.1,-0.1)\" fill=\"\" stroke=\"none\"><path d=\"M2394 3279 l-29 -30 -3 -207 c-2 -182 0 -211 15 -242 39 -76 157 -76 196 0 15 31 17 60 15 243 l-3 209 -33 29 c-26 23 -41 29 -80 29 -41 0 -53 -5 -78 -31z\"\/><path d=\"M3085 3251 c-45 -19 -58 -50 -96 -229 -47 -217 -49 -260 -13 -295 52 -53 146 -42 177 20 16 31 87 366 87 410 0 70 -86 122 -155 94z\"\/><path d=\"M1751 3234 c-13 -9 -29 -31 -37 -50 -12 -29 -10 -49 21 -204 19 -94 39 -189 45 -210 14 -50 54 -80 110 -80 34 0 48 6 76 34 21 21 34 44 34 59 0 14 -18 113 -40 219 -37 178 -43 195 -70 221 -36 32 -101 37 -139 11z\"\/><path d=\"M1163 3073 c-36 -7 -73 -59 -73 -102 0 -56 133 -378 171 -413 34 -32 83 -37 129 -13 70 36 67 87 -16 290 -86 209 -89 214 -129 231 -35 14 -42 15 -82 7z\"\/><path d=\"M3689 3066 c-15 -9 -33 -30 -42 -48 -48 -103 -147 -355 -147 -375 0 -98 131 -148 192 -74 13 15 57 108 97 206 80 196 84 226 37 273 -30 30 -99 39 -137 18z\"\/><path d=\"M583 2784 c-38 -19 -67 -74 -58 -113 9 -42 211 -354 242 -373 16 -10 45 -18 66 -18 51 0 107 52 107 100 0 39 -1 41 -124 234 -80 126 -108 162 -133 173 -41 17 -61 16 -100 -3z\"\/><path d=\"M4250 2784 c-14 -9 -74 -91 -133 -183 -95 -150 -107 -173 -107 -213 0 -55 33 -94 87 -104 67 -13 90 8 211 198 130 202 137 225 78 284 -27 27 -42 34 -72 34 -22 0 -50 -8 -64 -16z\"\/><path d=\"M2275 2693 c-553 -48 -1095 -270 -1585 -649 -135 -104 -459 -423 -483 -476 -23 -49 -22 -139 2 -186 73 -142 361 -457 571 -626 285 -228 642 -407 990 -497 242 -63 336 -73 660 -74 310 0 370 5 595 52 535 111 1045 392 1455 803 122 121 250 273 275 326 19 41 19 137 0 174 -41 79 -309 363 -465 492 -447 370 -946 591 -1479 653 -113 14 -422 18 -536 8z m395 -428 c171 -34 330 -124 456 -258 112 -119 167 -219 211 -378 27 -96 24 -300 -5 -401 -72 -255 -236 -447 -474 -557 -132 -62 -201 -76 -368 -76 -167 0 -236 14 -368 76 -213 98 -373 271 -451 485 -162 444 86 934 547 1084 153 49 292 57 452 25z m909 -232 c222 -123 408 -262 593 -441 76 -74 138 -139 138 -144 0 -16 -233 -242 -330 -319 -155 -123 -309 -223 -461 -299 l-81 -41 32 46 c18 26 49 83 70 128 143 306 141 649 -6 957 -25 52 -61 116 -79 142 l-34 47 45 -20 c26 -10 76 -36 113 -56z m-2057 25 c-40 -58 -105 -190 -130 -263 -110 -324 -59 -707 132 -981 25 -35 42 -64 37 -64 -19 0 -241 119 -326 174 -188 122 -406 314 -532 468 l-58 71 108 103 c185 178 428 349 672 473 66 33 121 60 123 61 2 0 -10 -19 -26 -42z\"\/><path d=\"M2375 1950 c-198 -44 -350 -190 -395 -379 -18 -76 -8 -221 19 -290 114 -284 457 -406 731 -260 98 52 188 154 231 260 27 69 37 214 19 290 -38 163 -166 304 -326 360 -67 23 -215 33 -279 19z\"\/><\/g><\/svg><\/i> <img loading=\"lazy\" decoding=\"async\" width=\"16\" height=\"16\" alt=\"Loading\" src=\"https:\/\/aif.amtbbs.org\/wp-content\/plugins\/page-views-count\/ajax-loader-2x.gif\" border=0 \/><\/p>\n<div class=\"pvc_clear\"><\/div>\n","protected":false},"excerpt":{"rendered":"<p>OpenSpec \u662f\u4e00\u5934\u731b\u864e\uff0c\u5b83\u6709\u5b8c\u6574\u7684\u89c4\u5212\u65b9\u6cd5\u8bba\uff0c58,000 \u591a\u4e2a star \u662f\u793e\u533a\u5bf9\u5b83\u7684\u8ba4\u53ef\u3002Super &hellip; <a href=\"https:\/\/aif.amtbbs.org\/index.php\/2026\/07\/06\/29687\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;58k\u661f OpenSpec \u7ba1\u89c4\u5212\uff0c245k \u661f Superpowers \u7ba1\u6267\u884c\uff0c\u4f46\u662f\u5982\u4f55\u878d\u5408\u6210\u4e86\u5927\u96be\u9898&#8221;<\/span><\/a><\/p>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_29687\" class=\"pvc_stats total_only  \" data-element-id=\"29687\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.0\" viewBox=\"0 0 502 315\" preserveAspectRatio=\"xMidYMid meet\"><g transform=\"translate(0,332) scale(0.1,-0.1)\" fill=\"\" stroke=\"none\"><path d=\"M2394 3279 l-29 -30 -3 -207 c-2 -182 0 -211 15 -242 39 -76 157 -76 196 0 15 31 17 60 15 243 l-3 209 -33 29 c-26 23 -41 29 -80 29 -41 0 -53 -5 -78 -31z\"\/><path d=\"M3085 3251 c-45 -19 -58 -50 -96 -229 -47 -217 -49 -260 -13 -295 52 -53 146 -42 177 20 16 31 87 366 87 410 0 70 -86 122 -155 94z\"\/><path d=\"M1751 3234 c-13 -9 -29 -31 -37 -50 -12 -29 -10 -49 21 -204 19 -94 39 -189 45 -210 14 -50 54 -80 110 -80 34 0 48 6 76 34 21 21 34 44 34 59 0 14 -18 113 -40 219 -37 178 -43 195 -70 221 -36 32 -101 37 -139 11z\"\/><path d=\"M1163 3073 c-36 -7 -73 -59 -73 -102 0 -56 133 -378 171 -413 34 -32 83 -37 129 -13 70 36 67 87 -16 290 -86 209 -89 214 -129 231 -35 14 -42 15 -82 7z\"\/><path d=\"M3689 3066 c-15 -9 -33 -30 -42 -48 -48 -103 -147 -355 -147 -375 0 -98 131 -148 192 -74 13 15 57 108 97 206 80 196 84 226 37 273 -30 30 -99 39 -137 18z\"\/><path d=\"M583 2784 c-38 -19 -67 -74 -58 -113 9 -42 211 -354 242 -373 16 -10 45 -18 66 -18 51 0 107 52 107 100 0 39 -1 41 -124 234 -80 126 -108 162 -133 173 -41 17 -61 16 -100 -3z\"\/><path d=\"M4250 2784 c-14 -9 -74 -91 -133 -183 -95 -150 -107 -173 -107 -213 0 -55 33 -94 87 -104 67 -13 90 8 211 198 130 202 137 225 78 284 -27 27 -42 34 -72 34 -22 0 -50 -8 -64 -16z\"\/><path d=\"M2275 2693 c-553 -48 -1095 -270 -1585 -649 -135 -104 -459 -423 -483 -476 -23 -49 -22 -139 2 -186 73 -142 361 -457 571 -626 285 -228 642 -407 990 -497 242 -63 336 -73 660 -74 310 0 370 5 595 52 535 111 1045 392 1455 803 122 121 250 273 275 326 19 41 19 137 0 174 -41 79 -309 363 -465 492 -447 370 -946 591 -1479 653 -113 14 -422 18 -536 8z m395 -428 c171 -34 330 -124 456 -258 112 -119 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