{"id":4340,"date":"2026-06-24T20:23:31","date_gmt":"2026-06-24T12:23:31","guid":{"rendered":"http:\/\/viplao.com\/?p=4340"},"modified":"2026-06-26T20:04:02","modified_gmt":"2026-06-26T12:04:02","slug":"%e5%b7%a5%e5%85%b7%e6%8a%80%e8%83%bd%ef%bc%88skills%ef%bc%89-gstack%e4%b8%80%e6%94%af%e5%8f%af%e5%8d%8f%e5%90%8c%e7%9a%84%e8%99%9a%e6%8b%9f%e5%b7%a5%e7%a8%8b%e5%9b%a2%e9%98%9f","status":"publish","type":"post","link":"http:\/\/viplao.com\/index.php\/2026\/06\/24\/%e5%b7%a5%e5%85%b7%e6%8a%80%e8%83%bd%ef%bc%88skills%ef%bc%89-gstack%e4%b8%80%e6%94%af%e5%8f%af%e5%8d%8f%e5%90%8c%e7%9a%84%e8%99%9a%e6%8b%9f%e5%b7%a5%e7%a8%8b%e5%9b%a2%e9%98%9f\/","title":{"rendered":"\u00a0\u5de5\u5177\u6280\u80fd\uff08SKILLS\uff09\u00a0: gstack\u4e00\u652f\u53ef\u534f\u540c\u7684\u865a\u62df\u5de5\u7a0b\u56e2\u961f"},"content":{"rendered":"\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_71 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p 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class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"http:\/\/viplao.com\/index.php\/2026\/06\/24\/%e5%b7%a5%e5%85%b7%e6%8a%80%e8%83%bd%ef%bc%88skills%ef%bc%89-gstack%e4%b8%80%e6%94%af%e5%8f%af%e5%8d%8f%e5%90%8c%e7%9a%84%e8%99%9a%e6%8b%9f%e5%b7%a5%e7%a8%8b%e5%9b%a2%e9%98%9f\/#%F0%9F%93%8A_%E9%A1%B9%E7%9B%AE%E6%A6%82%E8%A7%88\" title=\"\ud83d\udcca \u9879\u76ee\u6982\u89c8\">\ud83d\udcca \u9879\u76ee\u6982\u89c8<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"http:\/\/viplao.com\/index.php\/2026\/06\/24\/%e5%b7%a5%e5%85%b7%e6%8a%80%e8%83%bd%ef%bc%88skills%ef%bc%89-gstack%e4%b8%80%e6%94%af%e5%8f%af%e5%8d%8f%e5%90%8c%e7%9a%84%e8%99%9a%e6%8b%9f%e5%b7%a5%e7%a8%8b%e5%9b%a2%e9%98%9f\/#%F0%9F%94%A5_%E6%A0%B8%E5%BF%83%E4%BB%B7%E5%80%BC%EF%BC%9A%E4%B8%80%E4%B8%AA%E4%BA%BA_%E4%B8%80%E4%B8%AA%E5%9B%A2%E9%98%9F\" title=\"\ud83d\udd25 \u6838\u5fc3\u4ef7\u503c\uff1a\u4e00\u4e2a\u4eba = \u4e00\u4e2a\u56e2\u961f\">\ud83d\udd25 \u6838\u5fc3\u4ef7\u503c\uff1a\u4e00\u4e2a\u4eba = \u4e00\u4e2a\u56e2\u961f<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-1'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"http:\/\/viplao.com\/index.php\/2026\/06\/24\/%e5%b7%a5%e5%85%b7%e6%8a%80%e8%83%bd%ef%bc%88skills%ef%bc%89-gstack%e4%b8%80%e6%94%af%e5%8f%af%e5%8d%8f%e5%90%8c%e7%9a%84%e8%99%9a%e6%8b%9f%e5%b7%a5%e7%a8%8b%e5%9b%a2%e9%98%9f\/#%F0%9F%8F%AD_gstack_%C2%B7_AI%E9%A9%B1%E5%8A%A8%E7%9A%84%E8%BD%AF%E4%BB%B6%E5%B7%A5%E5%8E%82\" title=\"\ud83c\udfed gstack \u00b7 AI\u9a71\u52a8\u7684\u8f6f\u4ef6\u5de5\u5382\">\ud83c\udfed gstack \u00b7 AI\u9a71\u52a8\u7684\u8f6f\u4ef6\u5de5\u5382<\/a><ul class='ez-toc-list-level-2' ><li class='ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"http:\/\/viplao.com\/index.php\/2026\/06\/24\/%e5%b7%a5%e5%85%b7%e6%8a%80%e8%83%bd%ef%bc%88skills%ef%bc%89-gstack%e4%b8%80%e6%94%af%e5%8f%af%e5%8d%8f%e5%90%8c%e7%9a%84%e8%99%9a%e6%8b%9f%e5%b7%a5%e7%a8%8b%e5%9b%a2%e9%98%9f\/#%F0%9F%93%8B_%E4%B8%80%E3%80%81%E6%8A%80%E8%83%BD%E6%A6%82%E8%A7%88\" title=\"\ud83d\udccb \u4e00\u3001\u6280\u80fd\u6982\u89c8\">\ud83d\udccb \u4e00\u3001\u6280\u80fd\u6982\u89c8<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"http:\/\/viplao.com\/index.php\/2026\/06\/24\/%e5%b7%a5%e5%85%b7%e6%8a%80%e8%83%bd%ef%bc%88skills%ef%bc%89-gstack%e4%b8%80%e6%94%af%e5%8f%af%e5%8d%8f%e5%90%8c%e7%9a%84%e8%99%9a%e6%8b%9f%e5%b7%a5%e7%a8%8b%e5%9b%a2%e9%98%9f\/#%F0%9F%8F%9B%EF%B8%8F_%E4%BA%8C%E3%80%81%E4%B8%89%E5%A4%A7%E6%9E%84%E5%BB%BA%E5%93%B2%E5%AD%A6\" title=\"\ud83c\udfdb\ufe0f \u4e8c\u3001\u4e09\u5927\u6784\u5efa\u54f2\u5b66\">\ud83c\udfdb\ufe0f \u4e8c\u3001\u4e09\u5927\u6784\u5efa\u54f2\u5b66<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"http:\/\/viplao.com\/index.php\/2026\/06\/24\/%e5%b7%a5%e5%85%b7%e6%8a%80%e8%83%bd%ef%bc%88skills%ef%bc%89-gstack%e4%b8%80%e6%94%af%e5%8f%af%e5%8d%8f%e5%90%8c%e7%9a%84%e8%99%9a%e6%8b%9f%e5%b7%a5%e7%a8%8b%e5%9b%a2%e9%98%9f\/#AI%E8%BE%85%E5%8A%A9%E5%8E%8B%E7%BC%A9%E6%AF%94\" title=\"AI\u8f85\u52a9\u538b\u7f29\u6bd4\">AI\u8f85\u52a9\u538b\u7f29\u6bd4<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"http:\/\/viplao.com\/index.php\/2026\/06\/24\/%e5%b7%a5%e5%85%b7%e6%8a%80%e8%83%bd%ef%bc%88skills%ef%bc%89-gstack%e4%b8%80%e6%94%af%e5%8f%af%e5%8d%8f%e5%90%8c%e7%9a%84%e8%99%9a%e6%8b%9f%e5%b7%a5%e7%a8%8b%e5%9b%a2%e9%98%9f\/#%F0%9F%A7%AD_%E4%B8%89%E3%80%8123%E4%B8%AA%E4%B8%93%E5%AE%B6%E6%8A%80%E8%83%BD_8%E4%B8%AA%E5%B7%A5%E5%85%B7%E6%8A%80%E8%83%BD\" title=\"\ud83e\udded \u4e09\u300123\u4e2a\u4e13\u5bb6\u6280\u80fd 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href=\"http:\/\/viplao.com\/index.php\/2026\/06\/24\/%e5%b7%a5%e5%85%b7%e6%8a%80%e8%83%bd%ef%bc%88skills%ef%bc%89-gstack%e4%b8%80%e6%94%af%e5%8f%af%e5%8d%8f%e5%90%8c%e7%9a%84%e8%99%9a%e6%8b%9f%e5%b7%a5%e7%a8%8b%e5%9b%a2%e9%98%9f\/#%F0%9F%8E%A8_%E8%AE%BE%E8%AE%A1%E7%B3%BB%E7%BB%9F%EF%BC%884%E4%B8%AA%EF%BC%89\" title=\"\ud83c\udfa8 \u8bbe\u8ba1\u7cfb\u7edf\uff084\u4e2a\uff09\">\ud83c\udfa8 \u8bbe\u8ba1\u7cfb\u7edf\uff084\u4e2a\uff09<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"http:\/\/viplao.com\/index.php\/2026\/06\/24\/%e5%b7%a5%e5%85%b7%e6%8a%80%e8%83%bd%ef%bc%88skills%ef%bc%89-gstack%e4%b8%80%e6%94%af%e5%8f%af%e5%8d%8f%e5%90%8c%e7%9a%84%e8%99%9a%e6%8b%9f%e5%b7%a5%e7%a8%8b%e5%9b%a2%e9%98%9f\/#%F0%9F%94%8D_%E5%AE%A1%E6%9F%A5%E4%B8%8E%E8%B0%83%E8%AF%95%EF%BC%884%E4%B8%AA%EF%BC%89\" title=\"\ud83d\udd0d \u5ba1\u67e5\u4e0e\u8c03\u8bd5\uff084\u4e2a\uff09\">\ud83d\udd0d 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href=\"http:\/\/viplao.com\/index.php\/2026\/06\/24\/%e5%b7%a5%e5%85%b7%e6%8a%80%e8%83%bd%ef%bc%88skills%ef%bc%89-gstack%e4%b8%80%e6%94%af%e5%8f%af%e5%8d%8f%e5%90%8c%e7%9a%84%e8%99%9a%e6%8b%9f%e5%b7%a5%e7%a8%8b%e5%9b%a2%e9%98%9f\/#%F0%9F%94%92_%E5%AE%89%E5%85%A8%E4%B8%8E%E5%8F%91%E5%B8%83%EF%BC%884%E4%B8%AA%EF%BC%89\" title=\"\ud83d\udd12 \u5b89\u5168\u4e0e\u53d1\u5e03\uff084\u4e2a\uff09\">\ud83d\udd12 \u5b89\u5168\u4e0e\u53d1\u5e03\uff084\u4e2a\uff09<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"http:\/\/viplao.com\/index.php\/2026\/06\/24\/%e5%b7%a5%e5%85%b7%e6%8a%80%e8%83%bd%ef%bc%88skills%ef%bc%89-gstack%e4%b8%80%e6%94%af%e5%8f%af%e5%8d%8f%e5%90%8c%e7%9a%84%e8%99%9a%e6%8b%9f%e5%b7%a5%e7%a8%8b%e5%9b%a2%e9%98%9f\/#%F0%9F%93%B1_iOS%E7%9C%9F%E6%9C%BA%EF%BC%884%E4%B8%AA%EF%BC%89\" title=\"\ud83d\udcf1 iOS\u771f\u673a\uff084\u4e2a\uff09\">\ud83d\udcf1 iOS\u771f\u673a\uff084\u4e2a\uff09<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"http:\/\/viplao.com\/index.php\/2026\/06\/24\/%e5%b7%a5%e5%85%b7%e6%8a%80%e8%83%bd%ef%bc%88skills%ef%bc%89-gstack%e4%b8%80%e6%94%af%e5%8f%af%e5%8d%8f%e5%90%8c%e7%9a%84%e8%99%9a%e6%8b%9f%e5%b7%a5%e7%a8%8b%e5%9b%a2%e9%98%9f\/#%F0%9F%9B%A0%EF%B8%8F_%E5%B7%A5%E5%85%B7%E6%8A%80%E8%83%BD%EF%BC%888%E4%B8%AA%EF%BC%89\" title=\"\ud83d\udee0\ufe0f \u5de5\u5177\u6280\u80fd\uff088\u4e2a\uff09\">\ud83d\udee0\ufe0f \u5de5\u5177\u6280\u80fd\uff088\u4e2a\uff09<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"http:\/\/viplao.com\/index.php\/2026\/06\/24\/%e5%b7%a5%e5%85%b7%e6%8a%80%e8%83%bd%ef%bc%88skills%ef%bc%89-gstack%e4%b8%80%e6%94%af%e5%8f%af%e5%8d%8f%e5%90%8c%e7%9a%84%e8%99%9a%e6%8b%9f%e5%b7%a5%e7%a8%8b%e5%9b%a2%e9%98%9f\/#%F0%9F%9B%A1%EF%B8%8F_%E5%AE%89%E5%85%A8%E6%8A%A4%E6%A0%8F_%E5%85%B6%E4%BB%96\" title=\"\ud83d\udee1\ufe0f \u5b89\u5168\u62a4\u680f + \u5176\u4ed6\">\ud83d\udee1\ufe0f \u5b89\u5168\u62a4\u680f + \u5176\u4ed6<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"http:\/\/viplao.com\/index.php\/2026\/06\/24\/%e5%b7%a5%e5%85%b7%e6%8a%80%e8%83%bd%ef%bc%88skills%ef%bc%89-gstack%e4%b8%80%e6%94%af%e5%8f%af%e5%8d%8f%e5%90%8c%e7%9a%84%e8%99%9a%e6%8b%9f%e5%b7%a5%e7%a8%8b%e5%9b%a2%e9%98%9f\/#%F0%9F%8C%90_%E5%9B%9B%E3%80%81%E6%B5%8F%E8%A7%88%E5%99%A8%E6%9E%B6%E6%9E%84_%E2%80%94_%E6%8A%80%E8%83%BD%E7%9A%84%E2%80%9D%E7%9C%BC%E7%9D%9B%E2%80%9D\" title=\"\ud83c\udf10 \u56db\u3001\u6d4f\u89c8\u5668\u67b6\u6784 \u2014 \u6280\u80fd\u7684&#8221;\u773c\u775b&#8221;\">\ud83c\udf10 \u56db\u3001\u6d4f\u89c8\u5668\u67b6\u6784 \u2014 \u6280\u80fd\u7684&#8221;\u773c\u775b&#8221;<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"http:\/\/viplao.com\/index.php\/2026\/06\/24\/%e5%b7%a5%e5%85%b7%e6%8a%80%e8%83%bd%ef%bc%88skills%ef%bc%89-gstack%e4%b8%80%e6%94%af%e5%8f%af%e5%8d%8f%e5%90%8c%e7%9a%84%e8%99%9a%e6%8b%9f%e5%b7%a5%e7%a8%8b%e5%9b%a2%e9%98%9f\/#%E4%B8%BA%E4%BB%80%E4%B9%88%E9%80%89Bun\" title=\"\u4e3a\u4ec0\u4e48\u9009Bun\">\u4e3a\u4ec0\u4e48\u9009Bun<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"http:\/\/viplao.com\/index.php\/2026\/06\/24\/%e5%b7%a5%e5%85%b7%e6%8a%80%e8%83%bd%ef%bc%88skills%ef%bc%89-gstack%e4%b8%80%e6%94%af%e5%8f%af%e5%8d%8f%e5%90%8c%e7%9a%84%e8%99%9a%e6%8b%9f%e5%b7%a5%e7%a8%8b%e5%9b%a2%e9%98%9f\/#Ref%E7%B3%BB%E7%BB%9F_%E2%80%94_%E6%97%A0CSS%E9%80%89%E6%8B%A9%E5%99%A8%E7%9A%84%E5%85%83%E7%B4%A0%E5%AF%BB%E5%9D%80\" title=\"Ref\u7cfb\u7edf \u2014 \u65e0CSS\u9009\u62e9\u5668\u7684\u5143\u7d20\u5bfb\u5740\">Ref\u7cfb\u7edf \u2014 \u65e0CSS\u9009\u62e9\u5668\u7684\u5143\u7d20\u5bfb\u5740<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"http:\/\/viplao.com\/index.php\/2026\/06\/24\/%e5%b7%a5%e5%85%b7%e6%8a%80%e8%83%bd%ef%bc%88skills%ef%bc%89-gstack%e4%b8%80%e6%94%af%e5%8f%af%e5%8d%8f%e5%90%8c%e7%9a%84%e8%99%9a%e6%8b%9f%e5%b7%a5%e7%a8%8b%e5%9b%a2%e9%98%9f\/#%F0%9F%9B%A1%EF%B8%8F_%E4%BA%94%E3%80%816%E5%B1%82%E6%8F%90%E7%A4%BA%E6%B3%A8%E5%85%A5%E9%98%B2%E5%BE%A1\" title=\"\ud83d\udee1\ufe0f \u4e94\u30016\u5c42\u63d0\u793a\u6ce8\u5165\u9632\u5fa1\">\ud83d\udee1\ufe0f \u4e94\u30016\u5c42\u63d0\u793a\u6ce8\u5165\u9632\u5fa1<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"http:\/\/viplao.com\/index.php\/2026\/06\/24\/%e5%b7%a5%e5%85%b7%e6%8a%80%e8%83%bd%ef%bc%88skills%ef%bc%89-gstack%e4%b8%80%e6%94%af%e5%8f%af%e5%8d%8f%e5%90%8c%e7%9a%84%e8%99%9a%e6%8b%9f%e5%b7%a5%e7%a8%8b%e5%9b%a2%e9%98%9f\/#%E5%8F%8C%E7%9B%91%E5%90%AC%E5%99%A8%E9%9A%A7%E9%81%93%E6%9E%B6%E6%9E%84\" title=\"\u53cc\u76d1\u542c\u5668\u96a7\u9053\u67b6\u6784\">\u53cc\u76d1\u542c\u5668\u96a7\u9053\u67b6\u6784<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"http:\/\/viplao.com\/index.php\/2026\/06\/24\/%e5%b7%a5%e5%85%b7%e6%8a%80%e8%83%bd%ef%bc%88skills%ef%bc%89-gstack%e4%b8%80%e6%94%af%e5%8f%af%e5%8d%8f%e5%90%8c%e7%9a%84%e8%99%9a%e6%8b%9f%e5%b7%a5%e7%a8%8b%e5%9b%a2%e9%98%9f\/#%F0%9F%8E%AC_%E5%85%AD%E3%80%81%E4%BB%8E%E9%9B%B6%E6%9E%84%E5%BB%BA%E3%80%8C%E6%99%BA%E8%83%BD%E5%88%97%E8%A1%A8%E5%8F%91%E5%B8%83%E7%B3%BB%E7%BB%9F%E3%80%8D\" title=\"\ud83c\udfac \u516d\u3001\u4ece\u96f6\u6784\u5efa\u300c\u667a\u80fd\u5217\u8868\u53d1\u5e03\u7cfb\u7edf\u300d\">\ud83c\udfac \u516d\u3001\u4ece\u96f6\u6784\u5efa\u300c\u667a\u80fd\u5217\u8868\u53d1\u5e03\u7cfb\u7edf\u300d<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"http:\/\/viplao.com\/index.php\/2026\/06\/24\/%e5%b7%a5%e5%85%b7%e6%8a%80%e8%83%bd%ef%bc%88skills%ef%bc%89-gstack%e4%b8%80%e6%94%af%e5%8f%af%e5%8d%8f%e5%90%8c%e7%9a%84%e8%99%9a%e6%8b%9f%e5%b7%a5%e7%a8%8b%e5%9b%a2%e9%98%9f\/#%F0%9F%94%84_%E4%B8%83%E3%80%81%E5%AE%8C%E6%95%B4%E6%B5%81%E6%B0%B4%E7%BA%BF_%E2%80%94_%E4%B8%80%E6%9D%A1%E5%91%BD%E4%BB%A4%E5%88%B0%E4%B8%80%E6%9D%A1%E5%91%BD%E4%BB%A4\" title=\"\ud83d\udd04 \u4e03\u3001\u5b8c\u6574\u6d41\u6c34\u7ebf \u2014 \u4e00\u6761\u547d\u4ee4\u5230\u4e00\u6761\u547d\u4ee4\">\ud83d\udd04 \u4e03\u3001\u5b8c\u6574\u6d41\u6c34\u7ebf \u2014 \u4e00\u6761\u547d\u4ee4\u5230\u4e00\u6761\u547d\u4ee4<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-24\" href=\"http:\/\/viplao.com\/index.php\/2026\/06\/24\/%e5%b7%a5%e5%85%b7%e6%8a%80%e8%83%bd%ef%bc%88skills%ef%bc%89-gstack%e4%b8%80%e6%94%af%e5%8f%af%e5%8d%8f%e5%90%8c%e7%9a%84%e8%99%9a%e6%8b%9f%e5%b7%a5%e7%a8%8b%e5%9b%a2%e9%98%9f\/#%F0%9F%93%9D_%E5%85%AB%E3%80%81SKILLmd%E6%A8%A1%E6%9D%BF%E7%B3%BB%E7%BB%9F_%E2%80%94_%E6%96%87%E6%A1%A3%E6%B0%B8%E4%B8%8D%E6%BC%82%E7%A7%BB\" title=\"\ud83d\udcdd \u516b\u3001SKILL.md\u6a21\u677f\u7cfb\u7edf \u2014 \u6587\u6863\u6c38\u4e0d\u6f02\u79fb\">\ud83d\udcdd \u516b\u3001SKILL.md\u6a21\u677f\u7cfb\u7edf \u2014 \u6587\u6863\u6c38\u4e0d\u6f02\u79fb<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-25\" href=\"http:\/\/viplao.com\/index.php\/2026\/06\/24\/%e5%b7%a5%e5%85%b7%e6%8a%80%e8%83%bd%ef%bc%88skills%ef%bc%89-gstack%e4%b8%80%e6%94%af%e5%8f%af%e5%8d%8f%e5%90%8c%e7%9a%84%e8%99%9a%e6%8b%9f%e5%b7%a5%e7%a8%8b%e5%9b%a2%e9%98%9f\/#3%E5%B1%82%E6%B5%8B%E8%AF%95\" title=\"3\u5c42\u6d4b\u8bd5\">3\u5c42\u6d4b\u8bd5<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-26\" href=\"http:\/\/viplao.com\/index.php\/2026\/06\/24\/%e5%b7%a5%e5%85%b7%e6%8a%80%e8%83%bd%ef%bc%88skills%ef%bc%89-gstack%e4%b8%80%e6%94%af%e5%8f%af%e5%8d%8f%e5%90%8c%e7%9a%84%e8%99%9a%e6%8b%9f%e5%b7%a5%e7%a8%8b%e5%9b%a2%e9%98%9f\/#%F0%9F%93%B1_%E4%B9%9D%E3%80%81iOS%E7%9C%9F%E6%9C%BAQA_%E2%80%94_%E4%B8%8D%E6%A8%A1%E6%8B%9F%EF%BC%8C%E7%9C%9F%E9%A9%B1%E5%8A%A8\" title=\"\ud83d\udcf1 \u4e5d\u3001iOS\u771f\u673aQA \u2014 \u4e0d\u6a21\u62df\uff0c\u771f\u9a71\u52a8\">\ud83d\udcf1 \u4e5d\u3001iOS\u771f\u673aQA \u2014 \u4e0d\u6a21\u62df\uff0c\u771f\u9a71\u52a8<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-27\" href=\"http:\/\/viplao.com\/index.php\/2026\/06\/24\/%e5%b7%a5%e5%85%b7%e6%8a%80%e8%83%bd%ef%bc%88skills%ef%bc%89-gstack%e4%b8%80%e6%94%af%e5%8f%af%e5%8d%8f%e5%90%8c%e7%9a%84%e8%99%9a%e6%8b%9f%e5%b7%a5%e7%a8%8b%e5%9b%a2%e9%98%9f\/#%F0%9F%8E%AF_%E5%8D%81%E3%80%81%E6%80%BB%E7%BB%93\" title=\"\ud83c\udfaf \u5341\u3001\u603b\u7ed3\">\ud83c\udfaf \u5341\u3001\u603b\u7ed3<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-28\" href=\"http:\/\/viplao.com\/index.php\/2026\/06\/24\/%e5%b7%a5%e5%85%b7%e6%8a%80%e8%83%bd%ef%bc%88skills%ef%bc%89-gstack%e4%b8%80%e6%94%af%e5%8f%af%e5%8d%8f%e5%90%8c%e7%9a%84%e8%99%9a%e6%8b%9f%e5%b7%a5%e7%a8%8b%e5%9b%a2%e9%98%9f\/#%F0%9F%8C%8A_%E5%93%B2%E5%AD%A6\" title=\"\ud83c\udf0a \u54f2\u5b66\">\ud83c\udf0a \u54f2\u5b66<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-29\" href=\"http:\/\/viplao.com\/index.php\/2026\/06\/24\/%e5%b7%a5%e5%85%b7%e6%8a%80%e8%83%bd%ef%bc%88skills%ef%bc%89-gstack%e4%b8%80%e6%94%af%e5%8f%af%e5%8d%8f%e5%90%8c%e7%9a%84%e8%99%9a%e6%8b%9f%e5%b7%a5%e7%a8%8b%e5%9b%a2%e9%98%9f\/#%F0%9F%A7%AD_%E6%8A%80%E8%83%BD\" title=\"\ud83e\udded \u6280\u80fd\">\ud83e\udded \u6280\u80fd<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-30\" href=\"http:\/\/viplao.com\/index.php\/2026\/06\/24\/%e5%b7%a5%e5%85%b7%e6%8a%80%e8%83%bd%ef%bc%88skills%ef%bc%89-gstack%e4%b8%80%e6%94%af%e5%8f%af%e5%8d%8f%e5%90%8c%e7%9a%84%e8%99%9a%e6%8b%9f%e5%b7%a5%e7%a8%8b%e5%9b%a2%e9%98%9f\/#%F0%9F%8C%90_%E6%B5%8F%E8%A7%88%E5%99%A8\" title=\"\ud83c\udf10 \u6d4f\u89c8\u5668\">\ud83c\udf10 \u6d4f\u89c8\u5668<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-31\" href=\"http:\/\/viplao.com\/index.php\/2026\/06\/24\/%e5%b7%a5%e5%85%b7%e6%8a%80%e8%83%bd%ef%bc%88skills%ef%bc%89-gstack%e4%b8%80%e6%94%af%e5%8f%af%e5%8d%8f%e5%90%8c%e7%9a%84%e8%99%9a%e6%8b%9f%e5%b7%a5%e7%a8%8b%e5%9b%a2%e9%98%9f\/#%F0%9F%9B%A1%EF%B8%8F_%E5%AE%89%E5%85%A8\" title=\"\ud83d\udee1\ufe0f \u5b89\u5168\">\ud83d\udee1\ufe0f \u5b89\u5168<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-32\" href=\"http:\/\/viplao.com\/index.php\/2026\/06\/24\/%e5%b7%a5%e5%85%b7%e6%8a%80%e8%83%bd%ef%bc%88skills%ef%bc%89-gstack%e4%b8%80%e6%94%af%e5%8f%af%e5%8d%8f%e5%90%8c%e7%9a%84%e8%99%9a%e6%8b%9f%e5%b7%a5%e7%a8%8b%e5%9b%a2%e9%98%9f\/#%F0%9F%93%B1_iOS\" title=\"\ud83d\udcf1 iOS\">\ud83d\udcf1 iOS<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-33\" href=\"http:\/\/viplao.com\/index.php\/2026\/06\/24\/%e5%b7%a5%e5%85%b7%e6%8a%80%e8%83%bd%ef%bc%88skills%ef%bc%89-gstack%e4%b8%80%e6%94%af%e5%8f%af%e5%8d%8f%e5%90%8c%e7%9a%84%e8%99%9a%e6%8b%9f%e5%b7%a5%e7%a8%8b%e5%9b%a2%e9%98%9f\/#%F0%9F%93%9D_%E5%B7%A5%E7%A8%8B\" title=\"\ud83d\udcdd \u5de5\u7a0b\">\ud83d\udcdd \u5de5\u7a0b<\/a><\/li><\/ul><\/li><\/ul><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"gstack_%C2%B7_AI%E9%A9%B1%E5%8A%A8%E7%9A%84%E8%BD%AF%E4%BB%B6%E5%B7%A5%E5%8E%82%E8%AF%A6%E8%A7%A3_%C2%B7_%E5%B7%B2%E7%94%9F%E6%88%90\"><\/span>gstack \u00b7 AI\u9a71\u52a8\u7684\u8f6f\u4ef6\u5de5\u5382\u8be6\u89e3 \u00b7 \u5df2\u751f\u6210<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%F0%9F%93%8A_%E9%A1%B9%E7%9B%AE%E6%A6%82%E8%A7%88\"><\/span>\ud83d\udcca \u9879\u76ee\u6982\u89c8<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u7ef4\u5ea6<\/th><th>\u6570\u91cf<\/th><th>\u8bf4\u660e<\/th><\/tr><\/thead><tbody><tr><td><strong>\u4e13\u5bb6\u6280\u80fd<\/strong><\/td><td>23\u4e2a<\/td><td>office-hours\u2192plan\u2192design\u2192review\u2192qa\u2192cso\u2192ship\u2192canary\u2192retro<\/td><\/tr><tr><td><strong>\u5de5\u5177\u6280\u80fd<\/strong><\/td><td>8\u4e2a<\/td><td>browse\/scrape\/skillify\/learn\/context-save\/restore\/health\/diagram\u7b49<\/td><\/tr><tr><td><strong>\u6784\u5efa\u54f2\u5b66<\/strong><\/td><td>3\u6761<\/td><td>\u716e\u6cb8\u6d77\u6d0b \/ \u5148\u641c\u7d22\u518d\u6784\u5efa \/ \u7528\u6237\u4e3b\u6743<\/td><\/tr><tr><td><strong>\u5b89\u5168\u5c42<\/strong><\/td><td>6\u5c42<\/td><td>L1-L3\u5185\u5bb9\u5b89\u5168 \u2192 L4 ML\u5206\u7c7b\u5668 \u2192 L4b\u5bf9\u8bdd\u5206\u7c7b\u5668 \u2192 L5\u91d1\u4e1d\u96c0\u4ee4\u724c \u2192 L6\u96c6\u6210\u7ec4\u5408\u5668<\/td><\/tr><tr><td><strong>iOS\u80fd\u529b\u5c42<\/strong><\/td><td>4\u7ea7<\/td><td>observe \/ interact \/ mutate \/ restore<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%F0%9F%94%A5_%E6%A0%B8%E5%BF%83%E4%BB%B7%E5%80%BC%EF%BC%9A%E4%B8%80%E4%B8%AA%E4%BA%BA_%E4%B8%80%E4%B8%AA%E5%9B%A2%E9%98%9F\"><\/span>\ud83d\udd25 \u6838\u5fc3\u4ef7\u503c\uff1a\u4e00\u4e2a\u4eba = \u4e00\u4e2a\u56e2\u961f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u4f20\u7edf\u65b9\u5f0f<\/th><th>gstack\u65b9\u5f0f<\/th><\/tr><\/thead><tbody><tr><td>\u4ea7\u54c1\u6784\u601d\u9760\u7075\u611f<\/td><td>\/office-hours \u516d\u95ee\u6df1\u6316+\u91cd\u65b0\u6846\u5b9a<\/td><\/tr><tr><td>\u67b6\u6784\u9760\u7ecf\u9a8c\u731c\u6d4b<\/td><td>\/plan-eng-review \u56fe\u8868\u5f3a\u5236\u66b4\u9732\u9690\u85cf\u5047\u8bbe<\/td><\/tr><tr><td>\u5ba1\u67e5\u53ea\u8fc7CI<\/td><td>\/review + \/codex \u53ccAI\u8de8\u6a21\u578b\u5206\u6790<\/td><\/tr><tr><td>QA\u624b\u52a8\u70b9\u9875\u9762<\/td><td>\/qa \u8bfbdiff\u81ea\u52a8\u6d4b\u8bd5+\u56de\u5f52\u6d4b\u8bd5\u81ea\u52a8\u751f\u6210<\/td><\/tr><tr><td>\u5b89\u5168\u9760\u8fd0\u6c14<\/td><td>\/cso OWASP Top 10 + STRIDE\u5168\u626b\u63cf<\/td><\/tr><tr><td>\u53d1\u5e03\u624b\u52a8\u4e14\u62d6\u5ef6<\/td><td>\/ship \u2192 \/land-and-deploy \u4e00\u6761\u547d\u4ee4\u5230\u751f\u4ea7<\/td><\/tr><tr><td>\u8bbe\u8ba1AI slop\u6cdb\u6ee5<\/td><td>\/design-review 80\u9879\u5ba1\u8ba1+AI Slop\u8bc4\u5206 D\u2192A<\/td><\/tr><tr><td>\u8de8\u4f1a\u8bdd\u65e0\u8bb0\u5fc6<\/td><td>\/learn \u6301\u4e45\u5316\u5b66\u4e60+\u81ea\u52a8&#8221;Prior learning applied&#8221;<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<!DOCTYPE html>\n<html lang=\"zh-CN\">\n<head>\n<meta charset=\"UTF-8\">\n<meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n<title>gstack \u00b7 AI\u9a71\u52a8\u7684\u8f6f\u4ef6\u5de5\u5382\u8be6\u89e3<\/title>\n<style>\n@import url('https:\/\/fonts.googleapis.com\/css2?family=Noto+Sans+SC:wght@300;400;500;700;900&display=swap');\n*{margin:0;padding:0;box-sizing:border-box}\nbody{font-family:'Noto Sans SC',sans-serif;background:#ffffff;color:#000000;padding:24px 16px;min-width:1600px}\nh1{font-size:28px;font-weight:900;text-align:center;margin-bottom:4px}\nh2{font-size:18px;font-weight:700;margin:20px 0 10px;padding-bottom:6px;border-bottom:2px solid #d1d5db}\nh3{font-size:14px;font-weight:700;margin:14px 0 6px}\nh4{font-size:12px;font-weight:700;margin:10px 0 4px}\np,li{font-size:11px;line-height:1.7}\nul,ol{padding-left:18px;margin:4px 0}\ncode{font-family:'SF Mono',Menlo,monospace;font-size:10px;background:#f3f4f6;padding:1px 4px;border-radius:3px;color:#7c3aed}\npre{background:#f3f4f6;padding:8px 10px;border-radius:6px;font-size:9.5px;line-height:1.5;overflow-x:auto;margin:6px 0;border:1px solid #d1d5db}\n.hero{text-align:center;padding:20px 0 16px}\n.hero-desc{font-size:13px;color:#374151;line-height:1.6;max-width:1200px;margin:0 auto}\n.hero-tag{display:inline-block;font-size:10px;padding:2px 8px;border-radius:10px;margin:2px}\n.grid{display:grid;gap:10px;margin:10px 0}\n.g2{grid-template-columns:1fr 1fr}\n.g3{grid-template-columns:1fr 1fr 1fr}\n.g4{grid-template-columns:1fr 1fr 1fr 1fr}\n.g5{grid-template-columns:1fr 1fr 1fr 1fr 1fr}\n.card{background:#ffffff;border:1px solid #d1d5db;border-radius:8px;padding:10px 12px}\n.card-title{font-size:12px;font-weight:700;margin-bottom:4px}\n.card-sm{font-size:10px;line-height:1.6;color:#000000}\n.tag{display:inline-block;font-size:9px;padding:1px 6px;border-radius:8px;font-weight:500;margin:1px}\n.t1{background:rgba(219,39,119,.08);color:#db2777}\n.t2{background:rgba(124,58,237,.08);color:#7c3aed}\n.t3{background:rgba(29,78,216,.08);color:#1d4ed8}\n.t4{background:rgba(180,83,9,.08);color:#b45309}\n.t5{background:rgba(5,150,105,.08);color:#059669}\n.t6{background:rgba(194,65,12,.08);color:#c2410c}\n.t7{background:rgba(220,38,38,.08);color:#dc2626}\n.t8{background:rgba(13,148,136,.08);color:#0d9488}\n.t9{background:rgba(77,124,15,.08);color:#4d7c0f}\n.t10{background:rgba(162,28,175,.08);color:#a21caf}\ntable{width:100%;border-collapse:collapse;font-size:10px;margin:6px 0}\nth{background:#f3f4f6;padding:5px 8px;text-align:left;font-weight:700;border:1px solid #d1d5db;color:#000000}\ntd{padding:4px 8px;border:1px solid #d1d5db;color:#000000}\n.flow{display:flex;align-items:center;gap:4px;flex-wrap:wrap;margin:8px 0;justify-content:center}\n.flow-node{background:#f3f4f6;border:1px solid #d1d5db;border-radius:6px;padding:6px 10px;font-size:10px;font-weight:500;text-align:center}\n.flow-arrow{font-size:14px;color:#6b7280}\n.case-section{background:#ffffff;border:1px solid #d1d5db;border-radius:8px;padding:12px 14px;margin:10px 0}\n.case-head{font-size:13px;font-weight:700;margin-bottom:6px;display:flex;align-items:center;gap:6px}\n.case-step{display:flex;gap:8px;margin:6px 0;align-items:flex-start}\n.step-num{min-width:22px;height:22px;border-radius:50%;display:flex;align-items:center;justify-content:center;font-size:10px;font-weight:700;color:#fff;flex-shrink:0}\n.step-body{font-size:10px;line-height:1.6;color:#000000;flex:1}\n.summary-box{background:#f3f4f6;border:1px solid #d1d5db;border-radius:10px;padding:14px 18px;margin:16px 0}\n.summary-title{font-size:14px;font-weight:900;margin-bottom:8px}\n.n1{color:#db2777}.n2{color:#7c3aed}.n3{color:#1d4ed8}.n4{color:#b45309}.n5{color:#059669}.n6{color:#c2410c}.n7{color:#dc2626}.n8{color:#0d9488}.n9{color:#4d7c0f}.n10{color:#a21caf}\n.ethos{background:#ffffff;border:2px solid #d1d5db;border-radius:10px;padding:12px 14px;margin:8px 0}\n.ethos-head{display:flex;align-items:center;gap:8px;margin-bottom:6px}\n.ethos-icon{font-size:22px}\n.ethos-title{font-size:14px;font-weight:900}\n.ethos-body{font-size:10px;line-height:1.6;color:#000000}\n.skill-row{display:grid;grid-template-columns:100px 1fr 1fr;gap:8px;padding:6px 0;border-bottom:1px solid #e5e7eb;font-size:10px;align-items:start}\n.skill-name{font-weight:700;font-family:'SF Mono',Menlo,monospace;font-size:10px}\n<\/style>\n<\/head>\n<body>\n<div class=\"hero\">\n<h1><span class=\"ez-toc-section\" id=\"%F0%9F%8F%AD_gstack_%C2%B7_AI%E9%A9%B1%E5%8A%A8%E7%9A%84%E8%BD%AF%E4%BB%B6%E5%B7%A5%E5%8E%82\"><\/span>\ud83c\udfed gstack \u00b7 AI\u9a71\u52a8\u7684\u8f6f\u4ef6\u5de5\u5382<span class=\"ez-toc-section-end\"><\/span><\/h1>\n<p style=\"font-size:11px;color:#6b7280;margin:4px 0\">Garry Tan (YC CEO) \u7684\u5f00\u6e90AI\u5de5\u7a0b\u6d41\u6c34\u7ebf \u00b7 23\u4e2a\u4e13\u5bb6 + 8\u4e2a\u5de5\u5177 \u00b7 MIT\u534f\u8bae<\/p>\n<div style=\"margin:8px 0\">\n<span class=\"hero-tag t1\">CEO\u601d\u7ef4<\/span>\n<span class=\"hero-tag t2\">Eng Manager<\/span>\n<span class=\"hero-tag t3\">\u8bbe\u8ba1\u5e08<\/span>\n<span class=\"hero-tag t4\">\u4ee3\u7801\u5ba1\u67e5<\/span>\n<span class=\"hero-tag t5\">QA\u6d4b\u8bd5<\/span>\n<span class=\"hero-tag t6\">\u5b89\u5168\u5ba1\u8ba1<\/span>\n<span class=\"hero-tag t7\">\u53d1\u5e03\u5de5\u7a0b<\/span>\n<span class=\"hero-tag t8\">\u6027\u80fd\u57fa\u51c6<\/span>\n<span class=\"hero-tag t9\">iOS\u771f\u673a<\/span>\n<span class=\"hero-tag t10\">\u8de8AI\u534f\u4f5c<\/span>\n<\/div>\n<p class=\"hero-desc\">\n<b>\u6838\u5fc3\u547d\u9898<\/b>\uff1a\u4e00\u4e2a\u4eba + AI = \u4e00\u4e2a\u56e2\u961f\u7684\u4ea7\u51fa\u3002Garry Tan 2026\u5e74\u903b\u8f91\u4ee3\u7801\u53d8\u66f4\u7387\u662f2013\u5e74\u7684 <b>810\u00d7<\/b>\u300260\u5929\u5185\uff1a3\u4e2a\u751f\u4ea7\u670d\u52a1\u300140+\u529f\u80fd\uff0c\u517c\u804c\u5b8c\u6210\uff0c\u540c\u65f6\u5168\u804c\u8fd0\u8425YC\u3002<br>\ngstack \u628a Claude Code \u53d8\u6210 <b>\u865a\u62df\u5de5\u7a0b\u56e2\u961f<\/b>\u2014\u2014CEO\u91cd\u65b0\u601d\u8003\u4ea7\u54c1\u3001Eng Manager\u9501\u5b9a\u67b6\u6784\u3001\u8bbe\u8ba1\u5e08\u6355\u6349AI slop\u3001Reviewer\u53d1\u73b0\u751f\u4ea7Bug\u3001QA\u6253\u5f00\u771f\u6d4f\u89c8\u5668\u3001CSO\u8dd1OWASP\u5ba1\u8ba1\u3001Release Engineer\u53d1\u5e03PR\u3002\n<\/p>\n<\/div>\n<!-- ===== \u4e00\u3001\u6280\u80fd\u6982\u89c8 ===== -->\n<h2><span class=\"ez-toc-section\" id=\"%F0%9F%93%8B_%E4%B8%80%E3%80%81%E6%8A%80%E8%83%BD%E6%A6%82%E8%A7%88\"><\/span>\ud83d\udccb \u4e00\u3001\u6280\u80fd\u6982\u89c8<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<div class=\"grid g2\">\n<div class=\"card\">\n<div class=\"card-title\">\ud83c\udfaf \u6280\u80fd\u5b9a\u4f4d<\/div>\n<div class=\"card-sm\">\n<b>gstack<\/b> \u2014 Claude Code\u7684\u865a\u62df\u5de5\u7a0b\u56e2\u961f\u300223\u4e2a\u4e13\u5bb6\u6280\u80fd + 8\u4e2a\u5de5\u5177\u6280\u80fd\uff0c\u5168\u90e8slash\u547d\u4ee4\uff0c\u5168\u90e8Markdown\uff0cMIT\u534f\u8bae\u3002<br><br>\n\u89e6\u53d1\u573a\u666f\uff1a\u4ea7\u54c1\u6784\u601d\u3001\u67b6\u6784\u8bc4\u5ba1\u3001\u4ee3\u7801\u5ba1\u67e5\u3001QA\u6d4b\u8bd5\u3001\u5b89\u5168\u5ba1\u8ba1\u3001\u53d1\u5e03\u90e8\u7f72\u3001\u8bbe\u8ba1\u5ba1\u67e5\u3001\u6027\u80fd\u57fa\u51c6\u3001iOS\u771f\u673a\u6d4b\u8bd5\u3001\u8de8AI\u534f\u4f5c\n<\/div>\n<\/div>\n<div class=\"card\">\n<div class=\"card-title\">\ud83d\udcca \u6838\u5fc3\u6570\u636e<\/div>\n<div class=\"card-sm\">\n&#8211; 23\u4e2a\u4e13\u5bb6\u6280\u80fd + 8\u4e2a\u5de5\u5177\u6280\u80fd<br>\n&#8211; \u6301\u4e45\u5316Chromium\u6d4f\u89c8\u5668\uff08~100ms\/\u547d\u4ee4\uff09<br>\n&#8211; 6\u5c42\u63d0\u793a\u6ce8\u5165\u9632\u5fa1<br>\n&#8211; UniFFI IPC Schema\u81ea\u52a8\u751f\u6210<br>\n&#8211; 75\u9879\u539f\u751f\u89c4\u8303\u5ba1\u8ba1<br>\n&#8211; 80\u9879\u8bbe\u8ba1\u5ba1\u8ba1<br>\n&#8211; OWASP Top 10 + STRIDE\u5b89\u5168\u5ba1\u8ba1<br>\n&#8211; iOS\u771f\u673aUSB CoreDevice\u96a7\u9053\n<\/div>\n<\/div>\n<\/div>\n<div class=\"card\" style=\"margin:10px 0\">\n<div class=\"card-title\">\ud83d\udca1 \u4e00\u6bb5\u8bdd\u603b\u7ed3<\/div>\n<div class=\"card-sm\">\ngstack\u4e0d\u662f\u4e00\u4e2a\u5de5\u5177\uff0c\u662f\u4e00\u4e2a <b>\u8f6f\u4ef6\u5de5\u5382<\/b>\u3002\u5b83\u628a\u4ea7\u54c1\u751f\u547d\u5468\u671f\u4e2d\u6bcf\u4e2a\u89d2\u8272\u90fdAI\u5316\uff1a<br>\n<b>\u6784\u601d<\/b>\uff08\/office-hours\uff09\u2192 <b>\u89c4\u5212<\/b>\uff08\/plan-ceo-review \u2192 \/plan-design-review \u2192 \/plan-eng-review\uff09\u2192 <b>\u5b9e\u73b0<\/b>\uff08\/design-consultation \u2192 \/design-html\uff09\u2192 <b>\u5ba1\u67e5<\/b>\uff08\/review + \/codex\uff09\u2192 <b>\u6d4b\u8bd5<\/b>\uff08\/qa + \/benchmark\uff09\u2192 <b>\u5b89\u5168<\/b>\uff08\/cso\uff09\u2192 <b>\u53d1\u5e03<\/b>\uff08\/ship \u2192 \/land-and-deploy\uff09\u2192 <b>\u76d1\u63a7<\/b>\uff08\/canary\uff09\u2192 <b>\u590d\u76d8<\/b>\uff08\/retro\uff09<br>\n\u6bcf\u4e2a\u73af\u8282\u90fd\u6709\u6301\u4e45\u5316\u8bb0\u5fc6\uff08\/learn\uff09\uff0c\u4e0a\u4e0b\u6587\u53ef\u4fdd\u5b58\u6062\u590d\uff08\/context-save \/ \/context-restore\uff09\uff0c\u6d4f\u89c8\u5668\u63d0\u4f9b\u771f\u5b9e\u89c6\u89c9\u9a8c\u8bc1\uff08\/browse\uff09\u3002\n<\/div>\n<\/div>\n<!-- ===== \u4e8c\u3001\u4e09\u5927\u54f2\u5b66 ===== -->\n<h2><span class=\"ez-toc-section\" id=\"%F0%9F%8F%9B%EF%B8%8F_%E4%BA%8C%E3%80%81%E4%B8%89%E5%A4%A7%E6%9E%84%E5%BB%BA%E5%93%B2%E5%AD%A6\"><\/span>\ud83c\udfdb\ufe0f \u4e8c\u3001\u4e09\u5927\u6784\u5efa\u54f2\u5b66<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<div class=\"ethos\" style=\"border-color:#db2777\">\n<div class=\"ethos-head\"><span class=\"ethos-icon\">\ud83c\udf0a<\/span><span class=\"ethos-title n1\">\u54f2\u5b66\u4e00\uff1a\u716e\u6cb8\u6d77\u6d0b<\/span><\/div>\n<div class=\"ethos-body\">\n&#8220;\u4e0d\u8981\u716e\u6cb8\u6d77\u6d0b&#8221;\u5728\u5de5\u7a0b\u65f6\u95f4\u662f\u74f6\u9888\u7684\u5e74\u4ee3\u662f\u5bf9\u7684\u3002\u90a3\u4e2a\u65f6\u4ee3\u7ed3\u675f\u4e86\u3002AI\u8f85\u52a9\u7f16\u7801\u8ba9<b>\u5b8c\u6574\u6027\u7684\u8fb9\u9645\u6210\u672c\u8d8b\u8fd1\u4e8e\u96f6<\/b>\uff0c\u65e7\u7684\u8c28\u614e\u6084\u7136\u53d8\u6210\u4e86\u501f\u53e3\u3002<br><br>\n<b>\u6d77\u6d0b\u662f\u76ee\u7684\u5730<\/b>\u2014\u2014100%\u6d4b\u8bd5\u8986\u76d6\u3001\u5b8c\u6574\u529f\u80fd\u5b9e\u73b0\u3001\u6240\u6709\u8fb9\u754c\u60c5\u51b5\u3001\u5b8c\u6574\u9519\u8bef\u8def\u5f84\u3002\u4f60<b>\u4e00\u4e2a\u6e56\u4e00\u4e2a\u6e56<\/b>\u5730\u5230\u8fbe\u90a3\u91cc\uff1a\u6bcf\u4e2a\u6e56\u662f\u4e00\u4e2a\u53ef\u716e\u6cb8\u7684\u5355\u5143\u3002<br><br>\n<b>\u5b8c\u6574\u6027\u662f\u5ec9\u4ef7\u7684<\/b>\uff1a\u8bc4\u4f30&#8221;\u65b9\u6848A\uff08\u5b8c\u6574\uff0c~150\u884c\uff09vs \u65b9\u6848B\uff0890%\uff0c~80\u884c\uff09&#8221;\u2014\u2014<b>\u59cb\u7ec8\u9009A<\/b>\u300270\u884c\u589e\u91cf\u7528AI\u7f16\u7801\u53ea\u9700\u51e0\u79d2\u3002&#8221;\u53d1\u5e03\u6377\u5f84&#8221;\u662f\u5de5\u7a0b\u65f6\u95f4\u4f5c\u4e3a\u74f6\u9888\u65f6\u4ee3\u7684\u9057\u7559\u601d\u7ef4\u3002<br><br>\n<b>\u53cd\u6a21\u5f0f<\/b>\uff1a&#8221;\u9009B\u2014\u201490%\u8986\u76d6\u4e14\u4ee3\u7801\u66f4\u5c11&#8221; \/ &#8220;\u6d4b\u8bd5\u63a8\u8fdf\u5230\u540e\u7eedPR&#8221; \/ &#8220;\u8fd9\u9700\u89812\u5468&#8221;\uff08\u5e94\u8be5\u8bf4\uff1a2\u5468\u4eba\u5de5 \/ ~1\u5c0f\u65f6AI\u8f85\u52a9\uff09\n<\/div>\n<\/div>\n<div class=\"ethos\" style=\"border-color:#7c3aed\">\n<div class=\"ethos-head\"><span class=\"ethos-icon\">\ud83d\udd0d<\/span><span class=\"ethos-title n2\">\u54f2\u5b66\u4e8c\uff1a\u5148\u641c\u7d22\u518d\u6784\u5efa<\/span><\/div>\n<div class=\"ethos-body\">\n1000\u00d7\u5de5\u7a0b\u5e08\u7684\u7b2c\u4e00\u76f4\u89c9\u662f&#8221;\u6709\u4eba\u5df2\u7ecf\u89e3\u51b3\u4e86\u5417\uff1f&#8221;\u800c\u975e&#8221;\u8ba9\u6211\u4ece\u96f6\u8bbe\u8ba1&#8221;\u3002<br><br>\n<b>\u4e09\u5c42\u77e5\u8bc6<\/b>\uff1a<br>\n&#8211; <b>Layer 1\uff1a\u4e45\u7ecf\u8003\u9a8c<\/b>\u2014\u2014\u6807\u51c6\u6a21\u5f0f\u3001\u4e45\u7ecf\u6c99\u573a\u7684\u65b9\u6cd5\u3002\u68c0\u67e5\u6210\u672c\u8d8b\u8fd1\u4e8e\u96f6<br>\n&#8211; <b>Layer 2\uff1a\u65b0\u4e14\u6d41\u884c<\/b>\u2014\u2014\u5f53\u524d\u6700\u4f73\u5b9e\u8df5\u3001\u535a\u5ba2\u3001\u751f\u6001\u8d8b\u52bf\u3002\u641c\u7d22\u4f46<b>\u5ba1\u89c6<\/b>\u2014\u2014\u4eba\u7fa4\u53ef\u80fd\u662f\u9519\u7684<br>\n&#8211; <b>Layer 3\uff1a\u7b2c\u4e00\u6027\u539f\u7406<\/b>\u2014\u2014\u4ece\u5177\u4f53\u95ee\u9898\u63a8\u7406\u51fa\u7684\u539f\u521b\u89c2\u5bdf\u3002<b>\u6700\u6709\u4ef7\u503c<\/b>\u3002\u4f18\u4e8e\u4e00\u5207<br><br>\n<b>\u5c24\u91cc\u5361\u65f6\u523b<\/b>\uff1a\u641c\u7d22\u6700\u5b9d\u8d35\u7684\u7ed3\u679c\u4e0d\u662f\u627e\u5230\u53ef\u590d\u5236\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u800c\u662f<b>\u7406\u89e3\u6240\u6709\u4eba\u4e3a\u4ec0\u4e48\u8fd9\u6837\u505a + \u7528\u7b2c\u4e00\u6027\u539f\u7406\u63a8\u7406\u4ed6\u4eec\u7684\u5047\u8bbe + \u53d1\u73b0\u5e38\u89c4\u65b9\u6cd5\u4e3a\u4ec0\u4e48\u9519\u4e86<\/b>\u3002\u8fd9\u662f10\/10\u3002\n<\/div>\n<\/div>\n<div class=\"ethos\" style=\"border-color:#1d4ed8\">\n<div class=\"ethos-head\"><span class=\"ethos-icon\">\ud83d\udc64<\/span><span class=\"ethos-title n3\">\u54f2\u5b66\u4e09\uff1a\u7528\u6237\u4e3b\u6743<\/span><\/div>\n<div class=\"ethos-body\">\nAI\u6a21\u578b\u63a8\u8350\u3002\u7528\u6237\u51b3\u5b9a\u3002\u8fd9\u662f<b>\u8986\u76d6\u6240\u6709\u5176\u4ed6\u89c4\u5219\u7684\u4e00\u6761\u89c4\u5219<\/b>\u3002<br><br>\n\u4e24\u4e2aAI\u6a21\u578b\u540c\u610f\u4e00\u4e2a\u53d8\u66f4\u2014\u2014\u8fd9\u662f\u5f3a\u4fe1\u53f7\uff0c<b>\u4e0d\u662f\u547d\u4ee4<\/b>\u3002\u7528\u6237\u603b\u6709\u6a21\u578b\u7f3a\u4e4f\u7684\u4e0a\u4e0b\u6587\uff1a\u9886\u57df\u77e5\u8bc6\u3001\u5546\u4e1a\u5173\u7cfb\u3001\u6218\u7565\u65f6\u673a\u3001\u4e2a\u4eba\u54c1\u5473\u3001\u672a\u5206\u4eab\u7684\u672a\u6765\u8ba1\u5212\u3002<br><br>\n\u6b63\u786e\u6a21\u5f0f\u662f <b>\u751f\u6210-\u9a8c\u8bc1\u5faa\u73af<\/b>\uff1aAI\u751f\u6210\u63a8\u8350 \u2192 \u7528\u6237\u9a8c\u8bc1\u5e76\u51b3\u5b9a \u2192 AI\u6c38\u8fdc\u4e0d\u56e0\u81ea\u4fe1\u8df3\u8fc7\u9a8c\u8bc1\u6b65\u9aa4\u3002<br><br>\nKarpathy\u79f0\u4e4b\u4e3a&#8221;\u94a2\u94c1\u4fa0\u6218\u8863&#8221;\u54f2\u5b66\uff1a\u4f1f\u5927AI\u4ea7\u54c1<b>\u589e\u5f3a<\/b>\u7528\u6237\uff0c\u800c\u975e\u66ff\u4ee3\u3002Simon Willison\u8b66\u544a&#8221;\u4ee3\u7406\u662f\u590d\u6742\u6027\u7684\u5546\u4eba&#8221;\u2014\u2014\u4eba\u7c7b\u79bb\u5f00\u5faa\u73af\u540e\uff0c\u4ed6\u4eec\u4e0d\u77e5\u9053\u53d1\u751f\u4e86\u4ec0\u4e48\u3002\n<\/div>\n<\/div>\n<h3><span class=\"ez-toc-section\" id=\"AI%E8%BE%85%E5%8A%A9%E5%8E%8B%E7%BC%A9%E6%AF%94\"><\/span>AI\u8f85\u52a9\u538b\u7f29\u6bd4<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<table>\n<tr><th>\u4efb\u52a1\u7c7b\u578b<\/th><th>\u4eba\u5de5\u56e2\u961f<\/th><th>AI\u8f85\u52a9<\/th><th>\u538b\u7f29\u6bd4<\/th><\/tr>\n<tr><td>\u811a\u624b\u67b6\/\u6837\u677f\u4ee3\u7801<\/td><td>2\u5929<\/td><td>15\u5206\u949f<\/td><td>~100\u00d7<\/td><\/tr>\n<tr><td>\u6d4b\u8bd5\u7f16\u5199<\/td><td>1\u5929<\/td><td>15\u5206\u949f<\/td><td>~50\u00d7<\/td><\/tr>\n<tr><td>\u529f\u80fd\u5b9e\u73b0<\/td><td>1\u5468<\/td><td>30\u5206\u949f<\/td><td>~30\u00d7<\/td><\/tr>\n<tr><td>Bug\u4fee\u590d+\u56de\u5f52\u6d4b\u8bd5<\/td><td>4\u5c0f\u65f6<\/td><td>15\u5206\u949f<\/td><td>~20\u00d7<\/td><\/tr>\n<tr><td>\u67b6\u6784\/\u8bbe\u8ba1<\/td><td>2\u5929<\/td><td>4\u5c0f\u65f6<\/td><td>~5\u00d7<\/td><\/tr>\n<tr><td>\u7814\u7a76\/\u63a2\u7d22<\/td><td>1\u5929<\/td><td>3\u5c0f\u65f6<\/td><td>~3\u00d7<\/td><\/tr>\n<\/table>\n<!-- ===== \u4e09\u300123+8\u6280\u80fd\u5168\u666f ===== -->\n<h2><span class=\"ez-toc-section\" id=\"%F0%9F%A7%AD_%E4%B8%89%E3%80%8123%E4%B8%AA%E4%B8%93%E5%AE%B6%E6%8A%80%E8%83%BD_8%E4%B8%AA%E5%B7%A5%E5%85%B7%E6%8A%80%E8%83%BD\"><\/span>\ud83e\udded \u4e09\u300123\u4e2a\u4e13\u5bb6\u6280\u80fd + 8\u4e2a\u5de5\u5177\u6280\u80fd<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><span class=\"ez-toc-section\" id=\"%F0%9F%8F%97%EF%B8%8F_%E4%BA%A7%E5%93%81%E6%9E%84%E6%80%9D%E4%B8%8E%E8%A7%84%E5%88%92%EF%BC%885%E4%B8%AA%EF%BC%89\"><\/span>\ud83c\udfd7\ufe0f \u4ea7\u54c1\u6784\u601d\u4e0e\u89c4\u5212\uff085\u4e2a\uff09<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<table>\n<tr><th>\u6280\u80fd<\/th><th>\u89d2\u8272<\/th><th>\u505a\u4ec0\u4e48<\/th><\/tr>\n<tr><td><code>\/office-hours<\/code><\/td><td><b class=\"n1\">YC\u5408\u4f19\u4eba<\/b><\/td><td>6\u4e2a\u5f3a\u5236\u95ee\u9898\u91cd\u65b0\u6846\u5b9a\u4ea7\u54c1\u3002\u6311\u6218\u524d\u63d0\uff0c\u751f\u6210\u5b9e\u73b0\u66ff\u4ee3\u65b9\u6848\u3002\u8bbe\u8ba1\u6587\u6863\u76f4\u63a5\u5582\u5165\u4e0b\u6e38\u6280\u80fd<\/td><\/tr>\n<tr><td><code>\/spec<\/code><\/td><td>\u89c4\u683c\u4f5c\u8005<\/td><td>5\u9636\u6bb5\u5c06\u6a21\u7cca\u610f\u56fe\u8f6c\u5316\u4e3a\u7cbe\u786e\u53ef\u6267\u884c\u89c4\u683c\u3002\u53ef\u76f4\u63a5\u521b\u5efaGitHub Issue<\/td><\/tr>\n<tr><td><code>\/plan-ceo-review<\/code><\/td><td><b class=\"n1\">CEO\/\u521b\u59cb\u4eba<\/b><\/td><td>\u91cd\u65b0\u601d\u8003\u95ee\u9898\u3002\u627e\u5230\u8bf7\u6c42\u4e2d\u9690\u85cf\u768410\u661f\u4ea7\u54c1\u30024\u79cd\u6a21\u5f0f\uff1a\u6269\u5c55\/\u9009\u62e9\u6027\u6269\u5c55\/\u4fdd\u6301\/\u7f29\u51cf<\/td><\/tr>\n<tr><td><code>\/plan-eng-review<\/code><\/td><td><b class=\"n2\">Eng Manager<\/b><\/td><td>\u9501\u5b9a\u67b6\u6784\u3001\u6570\u636e\u6d41\u3001\u56fe\u8868\u3001\u8fb9\u754c\u60c5\u51b5\u3001\u6d4b\u8bd5\u3002\u5f3a\u5236\u66b4\u9732\u9690\u85cf\u5047\u8bbe\u3002\u56fe\u8868\u4f7f\u89c4\u5212\u65e0\u6cd5\u542b\u7cca<\/td><\/tr>\n<tr><td><code>\/plan-design-review<\/code><\/td><td><b class=\"n3\">\u9ad8\u7ea7\u8bbe\u8ba1\u5e08<\/b><\/td><td>\u4ea4\u4e92\u5f0f\u8ba1\u5212\u6a21\u5f0f\u8bbe\u8ba1\u5ba1\u67e5\u30027\u8f6e\u8bc4\u52060-10\uff0c\u89e3\u91ca10\u5206\u957f\u4ec0\u4e48\u6837\uff0c\u4fee\u590d\u8ba1\u5212<\/td><\/tr>\n<\/table>\n<h3><span class=\"ez-toc-section\" id=\"%F0%9F%8E%A8_%E8%AE%BE%E8%AE%A1%E7%B3%BB%E7%BB%9F%EF%BC%884%E4%B8%AA%EF%BC%89\"><\/span>\ud83c\udfa8 \u8bbe\u8ba1\u7cfb\u7edf\uff084\u4e2a\uff09<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<table>\n<tr><th>\u6280\u80fd<\/th><th>\u89d2\u8272<\/th><th>\u505a\u4ec0\u4e48<\/th><\/tr>\n<tr><td><code>\/design-consultation<\/code><\/td><td>\u8bbe\u8ba1\u4f19\u4f34<\/td><td>\u4ece\u96f6\u6784\u5efa\u5b8c\u6574\u8bbe\u8ba1\u7cfb\u7edf\u3002\u8c03\u7814\u7ade\u54c1\uff0c\u63d0\u51fa\u5b89\u5168\u9009\u62e9+\u521b\u610f\u98ce\u9669\uff0c\u751f\u6210HTML\u9884\u89c8<\/td><\/tr>\n<tr><td><code>\/design-review<\/code><\/td><td><b class=\"n3\">\u4f1a\u5199\u4ee3\u7801\u7684\u8bbe\u8ba1\u5e08<\/b><\/td><td>80\u9879\u5728\u7ebf\u89c6\u89c9\u5ba1\u8ba1+\u4fee\u590d\u5faa\u73af\u3002\u539f\u5b50\u63d0\u4ea4\uff0c\u524d\u540e\u622a\u56fe\u3002AI Slop\u8bc4\u5206 D\u2192A<\/td><\/tr>\n<tr><td><code>\/design-shotgun<\/code><\/td><td>\u8bbe\u8ba1\u63a2\u7d22\u8005<\/td><td>\u751f\u62103\u4e2aAI\u8bbe\u8ba1\u53d8\u4f53\uff0c\u6d4f\u89c8\u5668\u5bf9\u6bd4\u677f\uff0c\u8fed\u4ee3\u76f4\u5230\u6279\u51c6\u65b9\u5411\u3002\u54c1\u5473\u8bb0\u5fc6\u504f\u5411\u504f\u597d<\/td><\/tr>\n<tr><td><code>\/design-html<\/code><\/td><td>\u8bbe\u8ba1\u5de5\u7a0b\u5e08<\/td><td>Pretext\u539f\u751fHTML\u751f\u6210\u3002\u6587\u672c\u91cd\u6392\u3001\u9ad8\u5ea6\u81ea\u9002\u5e94\u3001\u667a\u80fdAPI\u8def\u7531\u3001\u6846\u67b6\u68c0\u6d4b<\/td><\/tr>\n<\/table>\n<h3><span class=\"ez-toc-section\" id=\"%F0%9F%94%8D_%E5%AE%A1%E6%9F%A5%E4%B8%8E%E8%B0%83%E8%AF%95%EF%BC%884%E4%B8%AA%EF%BC%89\"><\/span>\ud83d\udd0d \u5ba1\u67e5\u4e0e\u8c03\u8bd5\uff084\u4e2a\uff09<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<table>\n<tr><th>\u6280\u80fd<\/th><th>\u89d2\u8272<\/th><th>\u505a\u4ec0\u4e48<\/th><\/tr>\n<tr><td><code>\/review<\/code><\/td><td><b class=\"n7\">\u504f\u6267Staff Engineer<\/b><\/td><td>\u627e\u901a\u8fc7CI\u4f46\u5728\u751f\u4ea7\u7206\u70b8\u7684Bug\u3002\u81ea\u52a8\u4fee\u590d\u660e\u663e\u7684\u3002\u6807\u8bb0\u5b8c\u6574\u6027\u7f3a\u53e3\u3002\u679a\u4e3e\u5904\u7406\u5668\u8ffd\u8e2a<\/td><\/tr>\n<tr><td><code>\/investigate<\/code><\/td><td>\u8c03\u8bd5\u5668<\/td><td>\u7cfb\u7edf\u5316\u6839\u56e0\u8c03\u8bd5\u3002\u94c1\u5f8b\uff1a\u65e0\u8c03\u67e5\u4e0d\u4fee\u590d\u30023\u6b21\u4fee\u590d\u5931\u8d25\u540e\u8d28\u7591\u67b6\u6784\u800c\u975e\u76f2\u76ee\u5c1d\u8bd5<\/td><\/tr>\n<tr><td><code>\/codex<\/code><\/td><td><b class=\"n10\">\u7b2c\u4e8c\u610f\u89c1<\/b><\/td><td>OpenAI Codex\u72ec\u7acb\u5ba1\u67e5\u30023\u6a21\u5f0f\uff1areview\/challenge\/consult\u3002\u8de8\u6a21\u578b\u5206\u6790\uff1a\u4e24\u4e2a\u533b\u751f\u540c\u4e00\u75c5\u4eba<\/td><\/tr>\n<tr><td><code>\/autoplan<\/code><\/td><td>\u5ba1\u67e5\u6d41\u6c34\u7ebf<\/td><td>\u4e00\u6761\u547d\u4ee4\uff1aCEO\u2192\u8bbe\u8ba1\u2192Eng\u81ea\u52a8\u8fd0\u884c\u30026\u6761\u7f16\u7801\u51b3\u7b56\u539f\u5219\u3002\u4ec5\u54c1\u5473\u51b3\u7b56\u9700\u4eba\u5de5\u6279\u51c6<\/td><\/tr>\n<\/table>\n<h3><span class=\"ez-toc-section\" id=\"%F0%9F%A7%AA_%E6%B5%8B%E8%AF%95%E4%B8%8E%E8%B4%A8%E9%87%8F%EF%BC%884%E4%B8%AA%EF%BC%89\"><\/span>\ud83e\uddea \u6d4b\u8bd5\u4e0e\u8d28\u91cf\uff084\u4e2a\uff09<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<table>\n<tr><th>\u6280\u80fd<\/th><th>\u89d2\u8272<\/th><th>\u505a\u4ec0\u4e48<\/th><\/tr>\n<tr><td><code>\/qa<\/code><\/td><td><b class=\"n5\">QA Lead<\/b><\/td><td>\u6d4b\u8bd5\u5e94\u7528\u3001\u627eBug\u3001\u539f\u5b50\u63d0\u4ea4\u4fee\u590d\u3001\u91cd\u65b0\u9a8c\u8bc1\u3002\u81ea\u52a8\u751f\u6210\u56de\u5f52\u6d4b\u8bd5\u30024\u6a21\u5f0f\uff1adiff\/\u5168\u91cf\/quick\/regression<\/td><\/tr>\n<tr><td><code>\/qa-only<\/code><\/td><td>QA Reporter<\/td><td>\u540c\/qa\u65b9\u6cd5\u8bba\u4f46\u53ea\u62a5\u544a\u4e0d\u4fee\u6539\u3002\u7eafBug\u62a5\u544a<\/td><\/tr>\n<tr><td><code>\/benchmark<\/code><\/td><td>\u6027\u80fd\u5de5\u7a0b\u5e08<\/td><td>\u57fa\u7ebf\u5316\u9875\u9762\u52a0\u8f7d\u3001Core Web Vitals\u3001\u8d44\u6e90\u5927\u5c0f\u3002PR\u524d\u540e\u5bf9\u6bd4\u3002\u8d8b\u52bf\u8ffd\u8e2a<\/td><\/tr>\n<tr><td><code>\/canary<\/code><\/td><td><b class=\"n8\">SRE<\/b><\/td><td>\u90e8\u7f72\u540e\u76d1\u63a7\u5faa\u73af\u3002\u63a7\u5236\u53f0\u9519\u8bef\u3001\u6027\u80fd\u56de\u5f52\u3001\u9875\u9762\u5931\u8d25\u3002\u5468\u671f\u622a\u56fe\u4e0e\u57fa\u7ebf\u5bf9\u6bd4<\/td><\/tr>\n<\/table>\n<h3><span class=\"ez-toc-section\" id=\"%F0%9F%94%92_%E5%AE%89%E5%85%A8%E4%B8%8E%E5%8F%91%E5%B8%83%EF%BC%884%E4%B8%AA%EF%BC%89\"><\/span>\ud83d\udd12 \u5b89\u5168\u4e0e\u53d1\u5e03\uff084\u4e2a\uff09<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<table>\n<tr><th>\u6280\u80fd<\/th><th>\u89d2\u8272<\/th><th>\u505a\u4ec0\u4e48<\/th><\/tr>\n<tr><td><code>\/cso<\/code><\/td><td><b class=\"n7\">\u9996\u5e2d\u5b89\u5168\u5b98<\/b><\/td><td>OWASP Top 10 + STRIDE\u5a01\u80c1\u5efa\u6a21\u3002\u6ce8\u5165\/\u8ba4\u8bc1\/\u52a0\u5bc6\/\u8bbf\u95ee\u63a7\u5236\u5168\u626b\u63cf<\/td><\/tr>\n<tr><td><code>\/ship<\/code><\/td><td><b class=\"n6\">\u53d1\u5e03\u5de5\u7a0b\u5e08<\/b><\/td><td>\u540c\u6b65main\u3001\u8dd1\u6d4b\u8bd5\u3001\u5ba1\u8ba1\u8986\u76d6\u3001\u63a8\u9001\u3001\u5f00PR\u3002\u65e0\u6d4b\u8bd5\u6846\u67b6\u5219\u81ea\u52a8\u5f15\u5bfc<\/td><\/tr>\n<tr><td><code>\/land-and-deploy<\/code><\/td><td>\u53d1\u5e03\u5de5\u7a0b\u5e08<\/td><td>\u5408\u5e76PR\u3001\u7b49CI\u3001\u90e8\u7f72\u3001\u9a8c\u8bc1\u751f\u4ea7\u5065\u5eb7\u3002\u4e00\u6761\u547d\u4ee4\u4ece&#8221;approved&#8221;\u5230&#8221;verified in production&#8221;<\/td><\/tr>\n<tr><td><code>\/setup-deploy<\/code><\/td><td>\u90e8\u7f72\u914d\u7f6e\u5668<\/td><td>\u4e00\u6b21\u6027\u90e8\u7f72\u914d\u7f6e\u3002\u81ea\u52a8\u68c0\u6d4b\u5e73\u53f0\uff08Fly\/Render\/Vercel\/Netlify\/Heroku\/GHA\uff09<\/td><\/tr>\n<\/table>\n<h3><span class=\"ez-toc-section\" id=\"%F0%9F%93%B1_iOS%E7%9C%9F%E6%9C%BA%EF%BC%884%E4%B8%AA%EF%BC%89\"><\/span>\ud83d\udcf1 iOS\u771f\u673a\uff084\u4e2a\uff09<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<table>\n<tr><th>\u6280\u80fd<\/th><th>\u89d2\u8272<\/th><th>\u505a\u4ec0\u4e48<\/th><\/tr>\n<tr><td><code>\/ios-qa<\/code><\/td><td>iOS QA Lead<\/td><td>USB CoreDevice\u96a7\u9053+\u5d4c\u5165\u5f0fStateServer\u3002\u8bfbSwift\u6e90\u7801\u3001codegen\u8bbf\u95ee\u5668\u3001\u9a71\u52a8\u771fiPhone<\/td><\/tr>\n<tr><td><code>\/ios-fix<\/code><\/td><td>iOS\u4fee\u590d\u5668<\/td><td>\u6355\u83b7\u590d\u73b0\u5feb\u7167\u2192\u4fee\u590d\u2192\u91cd\u7f16\u8bd1\u2192\u91cd\u90e8\u7f72\u2192\u9a8c\u8bc1\u3002\u5feb\u7167\u6210\u4e3a\u56de\u5f52\u6d4b\u8bd5fixture<\/td><\/tr>\n<tr><td><code>\/ios-design-review<\/code><\/td><td>iOS\u8bbe\u8ba1\u5e08<\/td><td>\u771fiPhone\u4e0a10\u7ef4Apple HIG\u5ba1\u8ba1\u3002\u6bcf\u7ef4\u5ea60-10\u5206\uff0c<7\u5206\u63d0\u51fa\u4fee\u590d\u5efa\u8bae<\/td><\/tr>\n<tr><td><code>\/ios-sync<\/code><\/td><td>iOS\u6865\u63a5\u540c\u6b65<\/td><td>\u5347\u7ea7gstack\u6216\u65b0\u589e@Observable\u7c7b\u540e\u91cd\u65b0\u751f\u6210\u8bbf\u95ee\u5668\u548cSwift\u6a21\u677f<\/td><\/tr>\n<\/table>\n<h3><span class=\"ez-toc-section\" id=\"%F0%9F%9B%A0%EF%B8%8F_%E5%B7%A5%E5%85%B7%E6%8A%80%E8%83%BD%EF%BC%888%E4%B8%AA%EF%BC%89\"><\/span>\ud83d\udee0\ufe0f \u5de5\u5177\u6280\u80fd\uff088\u4e2a\uff09<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<table>\n<tr><th>\u6280\u80fd<\/th><th>\u89d2\u8272<\/th><th>\u505a\u4ec0\u4e48<\/th><\/tr>\n<tr><td><code>\/browse<\/code><\/td><td>QA\u5de5\u7a0b\u5e08<\/td><td>\u6301\u4e45\u5316Chromium\u6d4f\u89c8\u5668\u3002~100ms\/\u547d\u4ee4\u300270+\u547d\u4ee4\u3002ref\u5143\u7d20\u9009\u62e9\u30023\u6a21\u5f0f\uff1aheadless\/headed\/pair-agent<\/td><\/tr>\n<tr><td><code>\/scrape<\/code><\/td><td>\u6570\u636e\u63d0\u53d6\u5668<\/td><td>\u4ece\u7f51\u9875\u62c9\u6570\u636e\u3002\u9996\u6b21\u539f\u578b~30s\uff0c\u540e\u7eed\u7f16\u7801\u5316\u8fd0\u884c~200ms<\/td><\/tr>\n<tr><td><code>\/skillify<\/code><\/td><td>\u6280\u80fd\u7f16\u7801\u5668<\/td><td>\u5c06\/scrape\u539f\u578b\u7f16\u7801\u4e3a\u6c38\u4e45Playwright\u811a\u672c+\u6d4b\u8bd5+fixture<\/td><\/tr>\n<tr><td><code>\/learn<\/code><\/td><td>\u8bb0\u5fc6<\/td><td>\u7ba1\u7406\u8de8\u4f1a\u8bdd\u5b66\u4e60\u3002\u5ba1\u67e5\u3001\u641c\u7d22\u3001\u4fee\u526a\u3001\u5bfc\u51fa\u9879\u76ee\u7279\u5b9a\u6a21\u5f0f\u548c\u504f\u597d<\/td><\/tr>\n<tr><td><code>\/context-save<\/code><\/td><td>\u4fdd\u5b58\u72b6\u6001<\/td><td>\u4fdd\u5b58\u5de5\u4f5c\u4e0a\u4e0b\u6587\uff08git\u72b6\u6001\u3001\u51b3\u7b56\u3001\u5269\u4f59\u5de5\u4f5c\uff09\uff0c\u4efb\u4f55\u672a\u6765\u4f1a\u8bdd\u53ef\u6062\u590d<\/td><\/tr>\n<tr><td><code>\/context-restore<\/code><\/td><td>\u6062\u590d\u72b6\u6001<\/td><td>\u4ece\u4fdd\u5b58\u7684\u4e0a\u4e0b\u6587\u6062\u590d\uff0c\u8de8Conductor\u5de5\u4f5c\u533a\u4ea4\u63a5<\/td><\/tr>\n<tr><td><code>\/retro<\/code><\/td><td>Eng Manager<\/td><td>\u56e2\u961f\u611f\u77e5\u5468\u590d\u76d8\u3002\u6bcf\u4eba\u5206\u89e3\u3001\u53d1\u5e03\u8fde\u7eed\u3001\u6d4b\u8bd5\u5065\u5eb7\u8d8b\u52bf\u3001\u6210\u957f\u673a\u4f1a<\/td><\/tr>\n<tr><td><code>\/health<\/code><\/td><td>\u8d28\u91cf\u4eea\u8868\u677f<\/td><td>\u7c7b\u578b\u68c0\u67e5+lint+\u6d4b\u8bd5+\u6b7b\u4ee3\u7801\u68c0\u6d4b\u3002\u52a0\u67430-10\u5206\uff0c\u8d8b\u52bf\u8ffd\u8e2a<\/td><\/tr>\n<\/table>\n<h3><span class=\"ez-toc-section\" id=\"%F0%9F%9B%A1%EF%B8%8F_%E5%AE%89%E5%85%A8%E6%8A%A4%E6%A0%8F_%E5%85%B6%E4%BB%96\"><\/span>\ud83d\udee1\ufe0f \u5b89\u5168\u62a4\u680f + \u5176\u4ed6<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<table>\n<tr><th>\u6280\u80fd<\/th><th>\u89d2\u8272<\/th><th>\u505a\u4ec0\u4e48<\/th><\/tr>\n<tr><td><code>\/careful<\/code><\/td><td>\u5b89\u5168\u62a4\u680f<\/td><td>\u5371\u9669\u547d\u4ee4\u524d\u8b66\u544a\uff08rm -rf \/ DROP TABLE \/ force-push \/ reset &#8211;hard\uff09<\/td><\/tr>\n<tr><td><code>\/freeze<\/code><\/td><td>\u7f16\u8f91\u9501<\/td><td>\u9650\u5236\u6587\u4ef6\u7f16\u8f91\u5230\u5355\u4e2a\u76ee\u5f55\u3002\u8c03\u8bd5\u65f6\u7684\u610f\u5916\u9632\u62a4<\/td><\/tr>\n<tr><td><code>\/guard<\/code><\/td><td>\u5b8c\u6574\u5b89\u5168<\/td><td>\/careful + \/freeze \u4e00\u6761\u547d\u4ee4\u3002\u751f\u4ea7\u5de5\u4f5c\u6700\u5927\u5b89\u5168<\/td><\/tr>\n<tr><td><code>\/pair-agent<\/code><\/td><td>\u8fdc\u7a0b\u4ee3\u7406\u6865<\/td><td>\u914d\u5bf9\u8fdc\u7a0bAI\u4ee3\u7406\u4e0e\u672c\u5730\u6d4f\u89c8\u5668\u3002\u8303\u56f4\u96a7\u9053+\u9501\u5b9a\u5141\u8bb8\u5217\u8868+\u4f1a\u8bdd\u4ee4\u724c<\/td><\/tr>\n<tr><td><code>\/document-release<\/code><\/td><td>\u6280\u672f\u4f5c\u8005<\/td><td>\u66f4\u65b0\u6240\u6709\u9879\u76ee\u6587\u6863\u5339\u914d\u521a\u53d1\u5e03\u7684\u5185\u5bb9\u3002\u81ea\u52a8\u6355\u83b7\u8fc7\u65f6README<\/td><\/tr>\n<tr><td><code>\/document-generate<\/code><\/td><td>\u6280\u672f\u4f5c\u8005<\/td><td>\u4e3a\u529f\u80fd\u751f\u6210Diataxis\u6587\u6863\uff08\u6559\u7a0b\/how-to\/\u53c2\u8003\/\u89e3\u91ca\uff09<\/td><\/tr>\n<tr><td><code>\/make-pdf<\/code><\/td><td>PDF\u751f\u6210\u5668<\/td><td>Markdown\u2192\u51fa\u7248\u7ea7PDF\u3002Mermaid\/Excalidraw\u6e32\u67d3\u4e3a\u77e2\u91cf\u56fe<\/td><\/tr>\n<tr><td><code>\/diagram<\/code><\/td><td>\u56fe\u8868\u5236\u4f5c<\/td><td>\u82f1\u6587\u2192mermaid\u6e90\u7801+\u53ef\u7f16\u8f91.excalidraw+\u6e32\u67d3SVG\/PNG\u3002\u5b8c\u5168\u79bb\u7ebf<\/td><\/tr>\n<\/table>\n<!-- ===== \u56db\u3001\u6d4f\u89c8\u5668\u67b6\u6784 ===== -->\n<h2><span class=\"ez-toc-section\" id=\"%F0%9F%8C%90_%E5%9B%9B%E3%80%81%E6%B5%8F%E8%A7%88%E5%99%A8%E6%9E%B6%E6%9E%84_%E2%80%94_%E6%8A%80%E8%83%BD%E7%9A%84%E2%80%9D%E7%9C%BC%E7%9D%9B%E2%80%9D\"><\/span>\ud83c\udf10 \u56db\u3001\u6d4f\u89c8\u5668\u67b6\u6784 \u2014 \u6280\u80fd\u7684&#8221;\u773c\u775b&#8221;<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<div class=\"card\" style=\"margin:10px 0\">\n<div class=\"card-title\">\u6838\u5fc3\u6d1e\u5bdf<\/div>\n<div class=\"card-sm\">\nAI\u4ee3\u7406\u4e0e\u6d4f\u89c8\u5668\u4ea4\u4e92\u9700\u8981 <b>\u4e9a\u79d2\u5ef6\u8fdf<\/b> \u548c <b>\u6301\u4e45\u72b6\u6001<\/b>\u3002\u5982\u679c\u6bcf\u6b21\u547d\u4ee4\u51b7\u542f\u52a8\u6d4f\u89c8\u5668\uff0c\u7b493-5\u79d2\u3002\u5982\u679c\u6d4f\u89c8\u5668\u5728\u547d\u4ee4\u95f4\u6b7b\u4ea1\uff0c\u4e22\u5931cookies\/tabs\/\u767b\u5f55\u3002<br>\ngstack\u8fd0\u884c<b>\u957f\u9a7bChromium\u5b88\u62a4\u8fdb\u7a0b<\/b>\uff0cCLI\u901a\u8fc7localhost HTTP\u901a\u4fe1\u3002\u9996\u6b21\u8c03\u7528~3s\u542f\u52a8\uff0c\u540e\u7eed\u6bcf\u6b21~100-200ms\u3002\n<\/div>\n<\/div>\n<div class=\"flow\">\n<div class=\"flow-node\" style=\"border:2px solid #db2777;min-width:120px\"><b>Claude Code<\/b><br>$B snapshot -i<\/div>\n<div class=\"flow-arrow\">\u2192<\/div>\n<div class=\"flow-node\" style=\"border:2px solid #7c3aed;min-width:120px\"><b>CLI (\u7f16\u8bd1\u4e8c\u8fdb\u5236)<\/b><br>\u8bfbstate\u6587\u4ef6<br>POST \/command<\/div>\n<div class=\"flow-arrow\">\u2192<\/div>\n<div class=\"flow-node\" style=\"border:2px solid #1d4ed8;min-width:120px\"><b>Server (Bun.serve)<\/b><br>\u5206\u53d1\u547d\u4ee4<br>\u4e0eChromium\u901a\u4fe1<\/div>\n<div class=\"flow-arrow\">\u2192<\/div>\n<div class=\"flow-node\" style=\"border:2px solid #059669;min-width:120px\"><b>Chromium (headless)<\/b><br>\u6301\u4e45tabs<br>cookies\u4fdd\u7559<br>30min\u7a7a\u95f2\u8d85\u65f6<\/div>\n<\/div>\n<h3><span class=\"ez-toc-section\" id=\"%E4%B8%BA%E4%BB%80%E4%B9%88%E9%80%89Bun\"><\/span>\u4e3a\u4ec0\u4e48\u9009Bun<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<div class=\"grid g4\">\n<div class=\"card\"><div class=\"card-title\">\u7f16\u8bd1\u4e8c\u8fdb\u5236<\/div><div class=\"card-sm\"><code>bun build --compile<\/code> \u2192 \u5355\u4e2a~58MB\u53ef\u6267\u884c\u6587\u4ef6\u3002\u65e0node_modules\u3001\u65e0npx\u3001\u65e0PATH\u914d\u7f6e<\/div><\/div>\n<div class=\"card\"><div class=\"card-title\">\u539f\u751fSQLite<\/div><div class=\"card-sm\">Cookie\u89e3\u5bc6\u76f4\u63a5\u8bfbChromium\u7684SQLite DB\u3002\u65e0\u9700better-sqlite3\u3001\u65e0\u9700gyp\u7f16\u8bd1<\/div><\/div>\n<div class=\"card\"><div class=\"card-title\">\u539f\u751fTypeScript<\/div><div class=\"card-sm\"><code>bun run server.ts<\/code> \u76f4\u63a5\u8fd0\u884c\u3002\u65e0\u7f16\u8bd1\u6b65\u9aa4\u3001\u65e0ts-node<\/div><\/div>\n<div class=\"card\"><div class=\"card-title\">\u5185\u7f6eHTTP<\/div><div class=\"card-sm\"><code>Bun.serve()<\/code> \u5feb\u901f\u7b80\u5355\u3002~10\u4e2a\u8def\u7531\uff0c\u4e0d\u9700\u8981Express\/Fastify<\/div><\/div>\n<\/div>\n<h3><span class=\"ez-toc-section\" id=\"Ref%E7%B3%BB%E7%BB%9F_%E2%80%94_%E6%97%A0CSS%E9%80%89%E6%8B%A9%E5%99%A8%E7%9A%84%E5%85%83%E7%B4%A0%E5%AF%BB%E5%9D%80\"><\/span>Ref\u7cfb\u7edf \u2014 \u65e0CSS\u9009\u62e9\u5668\u7684\u5143\u7d20\u5bfb\u5740<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<div class=\"card\" style=\"margin:10px 0\">\n<div class=\"card-sm\">\n<b>\u5de5\u4f5c\u539f\u7406<\/b>\uff1a<code>snapshot -i<\/code> \u2192 Playwright\u7684 <code>page.accessibility.snapshot()<\/code> \u2192 \u89e3\u6790ARIA\u6811 \u2192 \u5206\u914d <code>@e1, @e2, @e3...<\/code> \u2192 \u6784\u5efa <code>getByRole(role, {name}).nth(index)<\/code> Locator \u2192 \u5b58\u50a8Map<br><br>\n<b>\u4e3a\u4ec0\u4e48\u7528Locator\u800c\u975eDOM\u6ce8\u5165<\/b>\uff1a<br>\n&#8211; <b>CSP<\/b>\uff1a\u8bb8\u591a\u751f\u4ea7\u7ad9\u70b9\u963b\u6b62DOM\u4fee\u6539 \u2192 Locator\u5916\u90e8\u4e8eDOM<br>\n&#8211; <b>React\/Vue\u6c34\u5408<\/b>\uff1a\u6846\u67b6\u534f\u8c03\u53ef\u5265\u79bb\u6ce8\u5165\u5c5e\u6027 \u2192 Locator\u4e0d\u53d7\u5f71\u54cd<br>\n&#8211; <b>Shadow DOM<\/b>\uff1a\u65e0\u6cd5\u4ece\u5916\u90e8\u89e6\u53cashadow\u6839 \u2192 Locator\u901a\u8fc7ARIA\u6811\u5de5\u4f5c<br><br>\n<b>\u8fc7\u671f\u68c0\u6d4b<\/b>\uff1aSPA\u53ef\u5728\u4e0d\u89e6\u53d1framenavigated\u7684\u60c5\u51b5\u4e0b\u4fee\u6539DOM\u3002 <code>resolveRef()<\/code> \u5728\u4f7f\u7528\u524d\u6267\u884c <code>count()<\/code> \u68c0\u67e5\u2014\u2014~5ms\u5f00\u9500\u800c\u975e30\u79d2\u8d85\u65f6\u3002\n<\/div>\n<\/div>\n<!-- ===== \u4e94\u30016\u5c42\u5b89\u5168 ===== -->\n<h2><span class=\"ez-toc-section\" id=\"%F0%9F%9B%A1%EF%B8%8F_%E4%BA%94%E3%80%816%E5%B1%82%E6%8F%90%E7%A4%BA%E6%B3%A8%E5%85%A5%E9%98%B2%E5%BE%A1\"><\/span>\ud83d\udee1\ufe0f \u4e94\u30016\u5c42\u63d0\u793a\u6ce8\u5165\u9632\u5fa1<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Chrome\u4fa7\u680f\u4ee3\u7406\u8bfb\u53d6\u654c\u610f\u7f51\u9875\u2014\u2014\u8fd9\u662fgstack\u6700\u66b4\u9732\u4e8e\u63d0\u793a\u6ce8\u5165\u7684\u90e8\u5206\u3002\u9632\u5fa1\u662f<b>\u5206\u5c42<\/b>\u7684\uff0c\u975e\u5355\u70b9\u3002<\/p>\n<table>\n<tr><th>\u5c42<\/th><th>\u540d\u79f0<\/th><th>\u673a\u5236<\/th><\/tr>\n<tr><td><b class=\"n1\">L1-L3<\/b><\/td><td>\u5185\u5bb9\u5b89\u5168<\/td><td>\u6570\u636e\u6807\u8bb0 + \u9690\u85cf\u5143\u7d20\u5265\u79bb + ARIA\u6b63\u5219 + URL\u9ed1\u540d\u5355 + \u4fe1\u4efb\u8fb9\u754c\u4fe1\u5c01\u5305\u88c5\u3002\u5e94\u7528\u4e8e\u6bcf\u4e2a\u9875\u9762\u5185\u5bb9\u547d\u4ee4\u548c\u5de5\u5177\u8f93\u51fa<\/td><\/tr>\n<tr><td><b class=\"n2\">L4<\/b><\/td><td>ML\u5206\u7c7b\u5668 (TestSavantAI)<\/td><td>22MB BERT-small ONNX\u6a21\u578b\uff08int8\u91cf\u5316\uff09\uff0c\u672c\u5730\u8fd0\u884c\u65e0\u7f51\u7edc\u3002\u626b\u63cf\u6bcf\u6761\u7528\u6237\u6d88\u606f\u548c\u5de5\u5177\u8f93\u51fa\u3002\u53ef\u9009721MB DeBERTa-v3\u96c6\u6210<\/td><\/tr>\n<tr><td><b class=\"n3\">L4b<\/b><\/td><td>\u5bf9\u8bdd\u5206\u7c7b\u5668<\/td><td>Claude Haiku\u626b\u63cf\u5b8c\u6574\u5bf9\u8bdd\u5f62\u72b6\uff08\u6d88\u606f+\u5de5\u5177\u8c03\u7528+\u8f93\u51fa\uff09\uff0c\u975e\u4ec5\u6587\u672c\u3002\u95e8\u63a7LOG_ONLY:0.40<\/td><\/tr>\n<tr><td><b class=\"n4\">L5<\/b><\/td><td>\u91d1\u4e1d\u96c0\u4ee4\u724c<\/td><td>\u968f\u673a\u4ee4\u724c\u6ce8\u5165\u7cfb\u7edf\u63d0\u793a\u3002\u6eda\u52a8\u7f13\u51b2\u68c0\u6d4b\u8de8text_delta\u548cinput_json_delta\u6d41\u3002\u4ee4\u724c\u6cc4\u6f0f\u2192\u786e\u5b9a\u6027BLOCK<\/td><\/tr>\n<tr><td><b class=\"n5\">L6<\/b><\/td><td>\u96c6\u6210\u7ec4\u5408\u5668<\/td><td>BLOCK\u9700\u4e24\u4e2aML\u5206\u7c7b\u5668\u5728\u2265WARN(0.75)\u4e00\u81f4\u540c\u610f\uff0c\u975e\u5355\u6b21\u9ad8\u7f6e\u4fe1\u547d\u4e2d\u3002\u5de5\u5177\u8f93\u51fa\u626b\u63cf\u5355\u5c42\u76f4\u63a5BLOCK<\/td><\/tr>\n<\/table>\n<h3><span class=\"ez-toc-section\" id=\"%E5%8F%8C%E7%9B%91%E5%90%AC%E5%99%A8%E9%9A%A7%E9%81%93%E6%9E%B6%E6%9E%84\"><\/span>\u53cc\u76d1\u542c\u5668\u96a7\u9053\u67b6\u6784<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<div class=\"card\" style=\"margin:10px 0\">\n<div class=\"card-sm\">\n<b>\u672c\u5730\u76d1\u542c\u5668<\/b>\uff08127.0.0.1:LOCAL_PORT\uff09\uff1a\u670d\u52a1\u5b8c\u6574\u547d\u4ee4\u9762 + cookie-picker + inspector + welcome<br>\n<b>\u96a7\u9053\u76d1\u542c\u5668<\/b>\uff08127.0.0.1:TUNNEL_PORT\uff09\uff1a\u4ec5\u670d\u52a1\u9501\u5b9a\u5141\u8bb8\u5217\u8868\u2014\u2014<code>\/connect<\/code>\uff08\u914d\u5bf9\u4eea\u5f0f\uff09+ <code>\/command<\/code>\uff08\u8303\u56f4\u4ee4\u724c+\u547d\u4ee4\u767d\u540d\u5355\uff09+ <code>\/sidebar-chat<\/code><br><br>\n<b>\u5b89\u5168\u5c5e\u6027\u6765\u81ea\u7269\u7406\u7aef\u53e3\u5206\u79bb<\/b>\uff1a\u96a7\u9053\u8c03\u7528\u8005\u65e0\u6cd5\u5230\u8fbe<code>\/health<\/code>\u6216<code>\/cookie-picker<\/code>\u2014\u2014\u8fd9\u4e9b\u8def\u5f84\u5728\u8be5TCP socket\u4e0a\u4e0d\u5b58\u5728\u3002\u5934\u90e8\u63a8\u65ad\u4e0d\u53ef\u9760\uff1bsocket\u5206\u79bb\u662f\u3002\n<\/div>\n<\/div>\n<h2><span class=\"ez-toc-section\" id=\"%F0%9F%8E%AC_%E5%85%AD%E3%80%81%E4%BB%8E%E9%9B%B6%E6%9E%84%E5%BB%BA%E3%80%8C%E6%99%BA%E8%83%BD%E5%88%97%E8%A1%A8%E5%8F%91%E5%B8%83%E7%B3%BB%E7%BB%9F%E3%80%8D\"><\/span>\ud83c\udfac \u516d\u3001\u4ece\u96f6\u6784\u5efa\u300c\u667a\u80fd\u5217\u8868\u53d1\u5e03\u7cfb\u7edf\u300d<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u573a\u666f\uff1a\u4f60\u5728\u505a\u4e00\u4e2aCraigslist\u98ce\u683c\u7684\u5217\u8868\u5e94\u7528\u3002\u7528\u6237\u8bf4&#8221;\u8ba9\u5356\u5bb6\u4e0a\u4f20\u7269\u54c1\u7167\u7247&#8221;\u3002\u8fd9\u4e2a\u770b\u4f3c\u7b80\u5355\u7684\u9700\u6c42\uff0c\u5728gstack\u6d41\u6c34\u7ebf\u4e0b\u4f1a\u5982\u4f55\u88ab\u91cd\u65b0\u601d\u8003\u3001\u8bbe\u8ba1\u3001\u5b9e\u73b0\u3001\u5ba1\u67e5\u3001\u6d4b\u8bd5\u3001\u5b89\u5168\u5ba1\u8ba1\u3001\u53d1\u5e03\u3001\u76d1\u63a7\uff1f<\/p>\n<div class=\"case-section\">\n<div class=\"case-head\"><span class=\"tag t1\">Phase 1<\/span> \/office-hours \u2014 \u91cd\u65b0\u6846\u5b9a\u4ea7\u54c1<\/div>\n<div class=\"case-step\">\n<div class=\"step-num\" style=\"background:#db2777\">1<\/div>\n<div class=\"step-body\"><b>\u516d\u95ee\u6df1\u6316<\/b>\uff1aYC\u98ce\u683c\u5408\u4f19\u4eba\u4e0d\u63a5&#8221;\u4e0a\u4f20\u7167\u7247&#8221;\u7684\u5b57\u9762\u8bf7\u6c42\u3002\u8ffd\u95ee\u75db\u70b9\u2014\u2014\u5177\u4f53\u4f8b\u5b50\uff0c\u975e\u5047\u8bbe\u3002<br>\n\u7528\u6237\u63cf\u8ff0\uff1a\u52a9\u624b\u9057\u6f0f\u4e8b\u9879\u3001\u591aGoogle\u65e5\u5386\u4fe1\u606f\u8fc7\u65f6\u3001\u51c6\u5907\u6587\u6863\u662fAI slop\u3001\u6d3b\u52a8\u5730\u70b9\u9519\u8bef\u8ffd\u8e2a\u8017\u65f6&#8230;<\/div>\n<\/div>\n<div class=\"case-step\">\n<div class=\"step-num\" style=\"background:#db2777\">2<\/div>\n<div class=\"step-body\"><b>\u91cd\u65b0\u6846\u5b9a<\/b>\uff1a&#8221;\u4f60\u8bf4\u7684\u4e0d\u662f&#8217;\u65e5\u5386\u7b80\u62a5\u5e94\u7528&#8217;\u3002\u4f60\u63cf\u8ff0\u7684\u662f<b>\u4e2a\u4eba\u53c2\u8c0b\u957fAI<\/b>\u3002&#8221;\u63d0\u53d65\u4e2a\u7528\u6237\u672a\u610f\u8bc6\u5230\u7684\u80fd\u529b\uff1a<br>\n\u2460 \u8de8\u8d26\u6237\u76d1\u63a7\u65e5\u5386 + \u68c0\u6d4b\u8fc7\u65f6\u4fe1\u606f<br>\n\u2461 \u751f\u6210<b>\u771f\u6b63\u7684<\/b>\u51c6\u5907\u529f\u8bfe\uff08\u975e\u7269\u6d41\u6458\u8981\uff09<br>\n\u2462 \u7ba1\u7406CRM\u2014\u2014\u8c01\u3001\u5173\u7cfb\u3001\u5386\u53f2<br>\n\u2463 \u4f18\u5148\u7ea7\u6392\u5e8f\u2014\u2014\u6807\u8bb0\u4f55\u65f6\u9700\u63d0\u524d\u51c6\u5907<br>\n\u2464 \u7528\u91d1\u94b1\u6362\u6760\u6746\u2014\u2014\u4e3b\u52a8\u5bfb\u627e\u59d4\u6258\/\u81ea\u52a8\u5316\u673a\u4f1a<\/div>\n<\/div>\n<div class=\"case-step\">\n<div class=\"step-num\" style=\"background:#db2777\">3<\/div>\n<div class=\"step-body\"><b>\u524d\u63d0\u6311\u6218<\/b>\uff1a\u5448\u73b0\u53ef\u8bc1\u4f2a\u58f0\u660e\u8ba9\u7528\u6237\u9a8c\u8bc1\u2014\u2014&#8221;\u65e5\u5386\u662f\u951a\u6570\u636e\u6e90\uff0c\u4ef7\u503c\u5728\u667a\u80fd\u5c42&#8221;\u3001&#8221;CRM\u662fmust-have\u975enice-to-have&#8221;&#8230;\u6bcf\u4e2a\u63a5\u53d7\u7684\u524d\u63d0\u6210\u4e3a\u8bbe\u8ba1\u6587\u6863\u7684\u627f\u91cd\u5899<\/div>\n<\/div>\n<div class=\"case-step\">\n<div class=\"step-num\" style=\"background:#db2777\">4<\/div>\n<div class=\"step-body\"><b>\u5b9e\u73b0\u66ff\u4ee3\u65b9\u6848<\/b>\uff1a3\u4e2a\u5177\u4f53\u65b9\u6848+\u8bda\u5b9e\u5de5\u4f5c\u91cf\u4f30\u7b97<br>\n&#8211; \u65b9\u6848A\uff1a\u65e5\u7b80\u62a5\u4f18\u5148\uff08\u6700\u7a84\u6954\u5b50\uff0cM\u5de5\u4f5c\u91cf\uff0c\u4eba\u5de5~3\u5468\/CC~2\u5929\uff09<br>\n&#8211; \u65b9\u6848B\uff1aCRM\u4f18\u5148\uff08L\u5de5\u4f5c\u91cf\uff0c\u4eba\u5de5~6\u5468\/CC~4\u5929\uff09<br>\n&#8211; \u65b9\u6848C\uff1a\u5168\u613f\u666f\uff08XL\u5de5\u4f5c\u91cf\uff0c\u4eba\u5de5~3\u6708\/CC~1.5\u5468\uff09<br>\n<b>\u63a8\u8350A<\/b>\u2014\u2014\u4ece\u771f\u5b9e\u4f7f\u7528\u4e2d\u5b66\u4e60\uff0cCRM\u6570\u636e\u7b2c\u4e8c\u5468\u81ea\u7136\u5230\u6765<\/div>\n<\/div>\n<div class=\"case-step\">\n<div class=\"step-num\" style=\"background:#db2777\">5<\/div>\n<div class=\"step-body\"><b>\u8bbe\u8ba1\u6587\u6863<\/b>\uff1a\u5199\u5165 <code>~\/.gstack\/projects\/<\/code>\uff0c\u76f4\u63a5\u5582\u5165\u4e0b\u6e38 \/plan-ceo-review \u548c \/plan-eng-review<\/div>\n<\/div>\n<\/div>\n<div class=\"case-section\">\n<div class=\"case-head\"><span class=\"tag t2\">Phase 2<\/span> \/plan-ceo-review \u2014 \u627e\u523010\u661f\u4ea7\u54c1<\/div>\n<div class=\"case-step\">\n<div class=\"step-num\" style=\"background:#7c3aed\">1<\/div>\n<div class=\"step-body\"><b>Brian Chesky\u6a21\u5f0f<\/b>\uff1a\u4e0d\u5b9e\u73b0\u660e\u663e\u7684ticket\uff0c\u4ece\u7528\u6237\u89c6\u89d2\u91cd\u65b0\u601d\u8003\u95ee\u9898\u3002<br>\n&#8220;\u8ba9\u5356\u5bb6\u4e0a\u4f20\u7167\u7247&#8221; \u2192 \u5f31\u52a9\u624b\u52a0\u6587\u4ef6\u9009\u62e9\u5668\u4fdd\u5b58\u56fe\u7247\u3002<br>\n<b>\u8fd9\u4e0d\u662f\u771f\u6b63\u7684\u4ea7\u54c1\u3002<\/b><\/div>\n<\/div>\n<div class=\"case-step\">\n<div class=\"step-num\" style=\"background:#7c3aed\">2<\/div>\n<div class=\"step-body\"><b>\u91cd\u65b0\u63d0\u95ee<\/b>\uff1a&#8221;\u7167\u7247\u4e0a\u4f20&#8221;\u662f\u7279\u6027\u5417\uff1f\u771f\u6b63\u7684\u7279\u6027\u53ef\u80fd\u662f<b>\u5e2e\u52a9\u521b\u5efa\u4e00\u4e2a\u771f\u6b63\u80fd\u5356\u51fa\u53bb\u7684\u5217\u8868<\/b>\uff1a<br>\n&#8211; \u80fd\u4ece\u7167\u7247\u8bc6\u522b\u4ea7\u54c1\uff1f<br>\n&#8211; \u80fd\u63a8\u65adSKU\/\u578b\u53f7\uff1f<br>\n&#8211; \u80fd\u641c\u7d22\u7f51\u7edc\u5e76\u81ea\u52a8\u8d77\u8349\u6807\u9898\u548c\u63cf\u8ff0\uff1f<br>\n&#8211; \u80fd\u62c9\u53d6\u89c4\u683c\u3001\u7c7b\u522b\u3001\u5b9a\u4ef7\u5bf9\u6bd4\uff1f<br>\n&#8211; \u80fd\u5efa\u8bae\u54ea\u5f20\u7167\u7247\u8f6c\u5316\u7387\u6700\u9ad8\uff1f<br>\n&#8211; \u80fd\u68c0\u6d4b\u4e0a\u4f20\u7167\u7247\u4e11\/\u6697\/\u6742\u4e71\/\u4f4e\u4fe1\u4efb\uff1f<br>\n&#8211; \u80fd\u8ba9\u4f53\u9a8c\u611f\u89c9\u9ad8\u7aef\u800c\u975e2007\u5e74\u6b7b\u8868\u5355\uff1f<\/div>\n<\/div>\n<div class=\"case-step\">\n<div class=\"step-num\" style=\"background:#7c3aed\">3<\/div>\n<div class=\"step-body\"><b>4\u79cd\u6a21\u5f0f<\/b>\uff1aSCOPE EXPANSION\uff08\u68a6\u5927\uff09\/ SELECTIVE EXPANSION\uff08\u9010\u4e2a\u6311\u9009\uff09\/ HOLD SCOPE\uff08\u6700\u5927\u4e25\u8c28\uff09\/ SCOPE REDUCTION\uff08\u6700\u5c0f\u53ef\u884c\u7248\uff09<br>\n\u89c6\u91ce\u548c\u51b3\u7b56\u6301\u4e45\u5316\u5230 <code>~\/.gstack\/projects\/<\/code>\uff0c\u8d85\u8d8a\u5bf9\u8bdd\u5b58\u6d3b<\/div>\n<\/div>\n<\/div>\n<div class=\"case-section\">\n<div class=\"case-head\"><span class=\"tag t3\">Phase 3<\/span> \/plan-eng-review \u2014 \u8ba9\u60f3\u6cd5\u53ef\u6784\u5efa<\/div>\n<div class=\"case-step\">\n<div class=\"step-num\" style=\"background:#1d4ed8\">1<\/div>\n<div class=\"step-body\"><b>\u6280\u672f\u810a\u67f1<\/b>\uff1a\u4e00\u65e6\u4ea7\u54c1\u65b9\u5411\u6b63\u786e\uff0c\u9700\u8981\u5b8c\u5168\u4e0d\u540c\u7684\u667a\u80fd\u2014\u2014\u4e0d\u662f\u66f4\u591a\u53d1\u6563\uff0c\u800c\u662f\uff1a<br>\n\u67b6\u6784 \/ \u7cfb\u7edf\u8fb9\u754c \/ \u6570\u636e\u6d41 \/ \u72b6\u6001\u8f6c\u6362 \/ \u5931\u8d25\u6a21\u5f0f \/ \u8fb9\u754c\u60c5\u51b5 \/ \u4fe1\u4efb\u8fb9\u754c \/ \u6d4b\u8bd5\u8986\u76d6<\/div>\n<\/div>\n<div class=\"case-step\">\n<div class=\"step-num\" style=\"background:#1d4ed8\">2<\/div>\n<div class=\"step-body\"><b>\u56fe\u8868\u89e3\u9501<\/b>\uff1aLLM\u5728\u88ab\u8feb\u753b\u7cfb\u7edf\u65f6\u53d8\u5f97<b>\u8fdc\u66f4\u5b8c\u6574<\/b>\u3002\u5e8f\u5217\u56fe\u3001\u72b6\u6001\u56fe\u3001\u7ec4\u4ef6\u56fe\u3001\u6570\u636e\u6d41\u56fe\u3001\u6d4b\u8bd5\u77e9\u9635\u2014\u2014\u56fe\u8868\u5f3a\u5236\u9690\u85cf\u5047\u8bbe\u66b4\u9732\uff0c\u4f7f\u542b\u7cca\u89c4\u5212\u66f4\u96be\u3002<br>\n&#8211; \u4e0a\u4f20\/\u5206\u7c7b\/\u4e30\u5bcc\/\u8349\u7a3f\u751f\u6210\u7684\u67b6\u6784\uff1f<br>\n&#8211; \u54ea\u4e9b\u6b65\u9aa4\u540c\u6b65\uff0c\u54ea\u4e9b\u540e\u53f0\u4f5c\u4e1a\uff1f<br>\n&#8211; \u4e0a\u4f20\u6210\u529f\u4f46\u4e30\u5bcc\u5931\u8d25\u600e\u4e48\u529e\uff1f<br>\n&#8211; \u4ea7\u54c1\u8bc6\u522b\u4f4e\u7f6e\u4fe1\u5ea6\u600e\u4e48\u529e\uff1f<br>\n&#8211; \u91cd\u8bd5\u5982\u4f55\u5de5\u4f5c\uff1f\u5982\u4f55\u9632\u6b62\u91cd\u590d\u4f5c\u4e1a\uff1f<\/div>\n<\/div>\n<div class=\"case-step\">\n<div class=\"step-num\" style=\"background:#1d4ed8\">3<\/div>\n<div class=\"step-body\"><b>Review Readiness\u4eea\u8868\u677f<\/b>\uff1a\u6bcf\u6b21\u5ba1\u67e5\u540e\u663e\u793a\u4eea\u8868\u677f\u3002Eng Review\u662f\u552f\u4e00\u5fc5\u9700\u95e8\u63a7\u3002CEO\u548cDesign\u662f\u4fe1\u606f\u6027\u7684\u3002<\/div>\n<\/div>\n<\/div>\n<div class=\"case-section\">\n<div class=\"case-head\"><span class=\"tag t3\">Phase 3.5<\/span> \/plan-design-review \u2014 \u8ba1\u5212\u4e2d\u7684\u8bbe\u8ba1\u7f3a\u53e3<\/div>\n<div class=\"case-step\">\n<div class=\"step-num\" style=\"background:#1d4ed8\">1<\/div>\n<div class=\"step-body\"><b>7\u8f6e\u8bc4\u5206<\/b>\uff1a\u4fe1\u606f\u67b6\u6784 \u2192 \u4ea4\u4e92\u72b6\u6001\u8986\u76d6 \u2192 \u7528\u6237\u65c5\u7a0b \u2192 AI slop\u98ce\u9669 \u2192 \u8bbe\u8ba1\u7cfb\u7edf\u5bf9\u9f50 \u2192 \u54cd\u5e94\u5f0f\/\u65e0\u969c\u788d \u2192 \u672a\u89e3\u51b3\u8bbe\u8ba1\u51b3\u7b56<br>\n\u6bcf\u7ef4\u5ea60-10\u5206\uff0c\u89e3\u91ca10\u5206\u957f\u4ec0\u4e48\u6837\u3002\u4f4e\u5206=\u5927\u91cf\u4fee\u590d\uff0c\u9ad8\u5206=\u5feb\u901f\u901a\u8fc7\u3002<\/div>\n<\/div>\n<div class=\"case-step\">\n<div class=\"step-num\" style=\"background:#1d4ed8\">2<\/div>\n<div class=\"step-body\"><b>\u5178\u578b\u53d1\u73b0<\/b>\uff1a&#8221;\u8ba1\u5212\u63cf\u8ff0\u7528\u6237\u4eea\u8868\u677f\u4f46\u4ece\u672a\u6307\u5b9a\u7528\u6237\u9996\u5148\u770b\u5230\u4ec0\u4e48\u3002\u8bf4&#8217;\u5e26\u56fe\u6807\u7684\u5361\u7247&#8217;\u2014\u2014\u770b\u8d77\u6765\u50cf\u6bcf\u4e2aSaaS\u6a21\u677f\u3002\u63d0\u52300\u4e2a\u52a0\u8f7d\u72b6\u6001\u30010\u4e2a\u7a7a\u72b6\u6001\u3001\u65e0\u79fb\u52a8\u884c\u4e3a\u3002&#8221;<br>\n\u521d\u59cb\u8bc4\u52064\/10 \u2192 \u4fee\u590d\u540e8\/10<\/div>\n<\/div>\n<\/div>\n<div class=\"case-section\">\n<div class=\"case-head\"><span class=\"tag t5\">Phase 4<\/span> \/design-consultation + \/design-shotgun + \/design-html \u2014 \u8bbe\u8ba1\u5230\u4ee3\u7801<\/div>\n<div class=\"case-step\">\n<div class=\"step-num\" style=\"background:#059669\">1<\/div>\n<div class=\"step-body\"><b>\/design-consultation<\/b>\uff1a\u4ece\u96f6\u6784\u5efa\u8bbe\u8ba1\u7cfb\u7edf\u3002\u8c03\u7814\u7ade\u54c1\uff08Linear\/Vercel\/Datadog\/Posthog\uff09\uff0c\u63d0\u51fa\u5b89\u5168\u9009\u62e9+\u521b\u610f\u98ce\u9669\uff1a<br>\n&#8211; \u5b89\u5168\uff1aGeist\u6b63\u6587\u3001Slate\u4e2d\u6027\u8272\u3001Grid\u7eaa\u5f8b\u5e03\u5c40\uff08\u5339\u914d\u7c7b\u522b\u671f\u671b\uff09<br>\n&#8211; \u98ce\u9669\uff1aInstrument Serif\u663e\u793a\u6807\u9898\uff08dev\u5de5\u5177\u65e0\u4eba\u7528serif\uff09\u3001\u5355teal\u5f3a\u8c03\u8272\uff08\u975eblue\uff09\u30014px\u7d27\u51d1\u5bc6\u5ea6<br>\n\u751f\u6210HTML\u9884\u89c8\u9875\u2014\u2014\u771f\u5b9e\u4ea7\u54c1\u9875\u9762\uff0c\u975e\u8272\u677f\u6837\u672c<\/div>\n<\/div>\n<div class=\"case-step\">\n<div class=\"step-num\" style=\"background:#059669\">2<\/div>\n<div class=\"step-body\"><b>\/design-shotgun<\/b>\uff1a\u751f\u62103\u4e2a\u89c6\u89c9\u53d8\u4f53 \u2192 \u6d4f\u89c8\u5668\u5bf9\u6bd4\u677f \u2192 \u6279\u51c6\u65b9\u5411 \u2192 <code>approved.json<\/code> \u5582\u5165 \/design-html<\/div>\n<\/div>\n<div class=\"case-step\">\n<div class=\"step-num\" style=\"background:#059669\">3<\/div>\n<div class=\"step-body\"><b>\/design-html<\/b>\uff1aPretext\u539f\u751fHTML\u751f\u6210\u3002\u6587\u672c\u91cd\u6392\u3001\u9ad8\u5ea6\u81ea\u9002\u5e94\u3001\u667a\u80fdAPI\u8def\u7531\uff08\u7b80\u5355\u5e03\u5c40\u7528prepare()+layout()\uff0c\u5361\u7247\u7f51\u683c\u7528\u81ea\u5c3a\u5bf8\u5361\u7247\uff0c\u804a\u5929UI\u7528walkLineRanges()\uff09\u30023\u89c6\u53e3\u622a\u56fe\u9a8c\u8bc1\u3002\u7cbe\u4fee\u5faa\u73af\u76f4\u5230&#8221;done&#8221;<\/div>\n<\/div>\n<\/div>\n<div class=\"case-section\">\n<div class=\"case-head\"><span class=\"tag t7\">Phase 5<\/span> \/review + \/codex \u2014 \u53ccAI\u5ba1\u67e5<\/div>\n<div class=\"case-step\">\n<div class=\"step-num\" style=\"background:#dc2626\">1<\/div>\n<div class=\"step-body\"><b>\/review\uff08Claude\u89c6\u89d2\uff09<\/b>\uff1a\u504f\u6267Staff Engineer\u627e\u901a\u8fc7CI\u4f46\u5728\u751f\u4ea7\u7206\u70b8\u7684Bug\uff1a<br>\n&#8211; N+1\u67e5\u8be2\uff08\u5217\u8868\u7167\u7247\/\u8349\u7a3f\u5efa\u8bae\uff09<br>\n&#8211; \u4fe1\u4efb\u5ba2\u6237\u7aef\u6587\u4ef6\u5143\u6570\u636e\u800c\u975e\u9a8c\u8bc1\u5b9e\u9645\u6587\u4ef6\uff1f<br>\n&#8211; \u4e24\u4e2atab\u7ade\u6001\u8986\u76d6\u5c01\u9762\u7167\u7247\u9009\u62e9\uff1f<br>\n&#8211; \u5931\u8d25\u4e0a\u4f20\u5728\u5b58\u50a8\u4e2d\u7559\u5b64\u513f\u6587\u4ef6\uff1f<br>\n&#8211; &#8220;\u6070\u597d\u4e00\u5f20hero\u56fe&#8221;\u89c4\u5219\u5728\u5e76\u53d1\u4e0b\u4f1a\u65ad\uff1f<br>\n&#8211; \u4e30\u5bccAPI\u90e8\u5206\u5931\u8d25\u2192\u4f18\u96c5\u964d\u7ea7\u8fd8\u662f\u4fdd\u5b58\u5783\u573e\uff1f<br>\n&#8211; \u62c9\u53d6web\u6570\u636e\u5230\u8349\u7a3f\u751f\u6210\u2192\u63d0\u793a\u6ce8\u5165\/\u4fe1\u4efb\u8fb9\u754c\uff1f<br>\n<b>\u81ea\u52a8\u4fee\u590d<\/b>\u660e\u663e\u7684\uff08\u6b7b\u4ee3\u7801\u3001\u8fc7\u65f6\u6ce8\u91ca\u3001N+1\u67e5\u8be2\uff09\uff0c<b>\u5448\u73b0<\/b>\u6a21\u7cca\u7684<\/div>\n<\/div>\n<div class=\"case-step\">\n<div class=\"step-num\" style=\"background:#dc2626\">2<\/div>\n<div class=\"step-body\"><b>\/codex\uff08OpenAI\u89c6\u89d2\uff09<\/b>\uff1a\u5b8c\u5168\u4e0d\u540cAI\u72ec\u7acb\u5ba1\u67e5\u540c\u4e00diff\u3002\u4e0d\u540c\u8bad\u7ec3\u3001\u4e0d\u540c\u76f2\u70b9\u3001\u4e0d\u540c\u4f18\u52bf\u3002<br>\n<b>\u8de8\u6a21\u578b\u5206\u6790<\/b>\uff1a\u91cd\u53e0=\u9ad8\u7f6e\u4fe1\u3001Codex\u72ec\u6709=\u4e0d\u540c\u89c6\u89d2\u3001Claude\u72ec\u6709=\u4e0d\u540c\u89c6\u89d2\u3002&#8221;\u4e24\u4e2a\u533b\u751f\u540c\u4e00\u75c5\u4eba&#8221;<\/div>\n<\/div>\n<\/div>\n<div class=\"case-section\">\n<div class=\"case-head\"><span class=\"tag t5\">Phase 6<\/span> \/qa + \/benchmark \u2014 \u6d4b\u8bd5\u4e0e\u6027\u80fd<\/div>\n<div class=\"case-step\">\n<div class=\"step-num\" style=\"background:#059669\">1<\/div>\n<div class=\"step-body\"><b>\/qa<\/b>\uff1a\u8bfbgit diff \u2192 \u8bc6\u522b\u53d7\u5f71\u54cd\u9875\u9762 \u2192 \u542f\u52a8\u6d4f\u89c8\u5668 \u2192 \u9010\u4e00\u6d4b\u8bd5\u30024\u6a21\u5f0f\uff1a<br>\n&#8211; <b>Diff-aware<\/b>\uff1a\u81ea\u52a8\u8bfbdiff\uff0c\u6d4b\u8bd5\u53d7\u5f71\u54cd\u9875\u9762<br>\n&#8211; <b>Full<\/b>\uff1a\u7cfb\u7edf\u63a2\u7d22\u6574\u4e2a\u5e94\u7528\uff0c5-15\u5206\u949f<br>\n&#8211; <b>Quick<\/b>\uff1a30\u79d2\u5192\u70df\u6d4b\u8bd5<br>\n&#8211; <b>Regression<\/b>\uff1a\u4e0e\u57fa\u7ebfdiff<br>\n\u81ea\u52a8\u751f\u6210\u56de\u5f52\u6d4b\u8bd5\u2014\u2014\u6bcf\u4e2a\u4fee\u590d\u9644\u5e26\u5b8c\u6574\u5f52\u56e0\u8ffd\u8e2a<\/div>\n<\/div>\n<div class=\"case-step\">\n<div class=\"step-num\" style=\"background:#059669\">2<\/div>\n<div class=\"step-body\"><b>\/benchmark<\/b>\uff1a\u57fa\u7ebf\u5316\u52a0\u8f7d\u65f6\u95f4\u3001Core Web Vitals\uff08LCP\/CLS\/INP\uff09\u3001\u8d44\u6e90\u6570\u3001\u4f20\u8f93\u5927\u5c0f\u3002PR\u524d\u540e\u5bf9\u6bd4\uff0c\u8d8b\u52bf\u8ffd\u8e2a<\/div>\n<\/div>\n<\/div>\n<div class=\"case-section\">\n<div class=\"case-head\"><span class=\"tag t7\">Phase 7<\/span> \/cso \u2014 \u5b89\u5168\u5ba1\u8ba1<\/div>\n<div class=\"case-step\">\n<div class=\"step-num\" style=\"background:#dc2626\">1<\/div>\n<div class=\"step-body\"><b>OWASP Top 10 + STRIDE<\/b>\uff1a\u626b\u63cf\u6ce8\u5165\u6f0f\u6d1e\u3001\u7834\u574f\u8ba4\u8bc1\u3001\u654f\u611f\u6570\u636e\u66b4\u9732\u3001XEE\u3001\u7834\u574f\u8bbf\u95ee\u63a7\u5236\u3001\u5b89\u5168\u914d\u7f6e\u9519\u8bef\u3001XSS\u3001\u4e0d\u5b89\u5168\u53cd\u5e8f\u5217\u5316\u3001\u5df2\u77e5\u8106\u5f31\u7ec4\u4ef6\u3001\u4e0d\u8db3\u65e5\u5fd7<br>\n\u6bcf\u4e2a\u53d1\u73b0\u5305\u542b\uff1a\u4e25\u91cd\u6027\u3001\u8bc1\u636e\u3001\u63a8\u8350\u4fee\u590d<\/div>\n<\/div>\n<div class=\"case-step\">\n<div class=\"step-num\" style=\"background:#dc2626\">2<\/div>\n<div class=\"step-body\"><b>\u5217\u8868\u5e94\u7528\u5178\u578b\u53d1\u73b0<\/b>\uff1a<br>\n&#8211; CRITICAL\uff1a\u7528\u6237\u641c\u7d22SQL\u6ce8\u5165<br>\n&#8211; HIGH\uff1a\u4f1a\u8bdd\u4ee4\u724c\u5b58localStorage<br>\n&#8211; MEDIUM\uff1a\/api\/login\u7f3a\u901f\u7387\u9650\u5236<br>\n&#8211; LOW\uff1aX-Frame-Options\u5934\u672a\u8bbe\u7f6e<\/div>\n<\/div>\n<\/div>\n<div class=\"case-section\">\n<div class=\"case-head\"><span class=\"tag t6\">Phase 8<\/span> \/ship \u2192 \/land-and-deploy \u2192 \/canary \u2014 \u53d1\u5e03\u5230\u76d1\u63a7<\/div>\n<div class=\"case-step\">\n<div class=\"step-num\" style=\"background:#c2410c\">1<\/div>\n<div class=\"step-body\"><b>\/ship<\/b>\uff1a\u540c\u6b65main \u2192 \u8dd1\u6d4b\u8bd5 \u2192 \u5ba1\u8ba1\u8986\u76d6 \u2192 \u63a8\u9001 \u2192 \u5f00PR\u3002\u65e0\u6d4b\u8bd5\u6846\u67b6\u5219\u81ea\u52a8\u5f15\u5bfc\uff08\u68c0\u6d4b\u8fd0\u884c\u65f6\u3001\u7814\u7a76\u6700\u4f73\u6846\u67b6\u3001\u5b89\u88c5\u3001\u51993-5\u771f\u5b9e\u6d4b\u8bd5\u3001\u8bbeCI\/CD\u3001\u521b\u5efaTESTING.md\uff09<br>\n\u8986\u76d6\u5ba1\u8ba1\uff1a\u6784\u5efa\u4ee3\u7801\u8def\u5f84\u56fe \u2192 \u641c\u7d22\u5bf9\u5e94\u6d4b\u8bd5 \u2192 ASCII\u8986\u76d6\u56fe+\u8d28\u91cf\u661f\u3002\u7f3a\u53e3\u81ea\u52a8\u751f\u6210\u6d4b\u8bd5<\/div>\n<\/div>\n<div class=\"case-step\">\n<div class=\"step-num\" style=\"background:#c2410c\">2<\/div>\n<div class=\"step-body\"><b>\/land-and-deploy<\/b>\uff1a\u5408\u5e76PR \u2192 \u7b49CI \u2192 \u7b49\u90e8\u7f72 \u2192 \u751f\u4ea7\u91d1\u4e1d\u96c0\u68c0\u67e5\u3002\u4e00\u6761\u547d\u4ee4\u4ece&#8221;approved&#8221;\u5230&#8221;verified in production&#8221;<\/div>\n<\/div>\n<div class=\"case-step\">\n<div class=\"step-num\" style=\"background:#c2410c\">3<\/div>\n<div class=\"step-body\"><b>\/canary<\/b>\uff1a\u90e8\u7f72\u540e\u76d1\u63a7\u5faa\u73af\u2014\u2014\u6bcf2\u5206\u949f\u68c0\u67e58\u4e2a\u5173\u952e\u9875\u9762\u3002\u63a7\u5236\u53f0\u9519\u8bef\u3001\u6027\u80fd\u56de\u5f52\u3001\u9875\u9762\u5931\u8d25\u3001\u89c6\u89c9\u5f02\u5e38\u3002\u5468\u671f\u622a\u56fe\u4e0e\u90e8\u7f72\u524d\u57fa\u7ebf\u5bf9\u6bd4<\/div>\n<\/div>\n<\/div>\n<div class=\"case-section\">\n<div class=\"case-head\"><span class=\"tag t8\">Phase 9<\/span> \/retro + \/learn \u2014 \u590d\u76d8\u4e0e\u8bb0\u5fc6<\/div>\n<div class=\"case-step\">\n<div class=\"step-num\" style=\"background:#0d9488\">1<\/div>\n<div class=\"step-body\"><b>\/retro<\/b>\uff1a\u56e2\u961f\u611f\u77e5\u5468\u590d\u76d8\u3002\u5206\u6790\u63d0\u4ea4\u5386\u53f2\u3001\u5de5\u4f5c\u6a21\u5f0f\u3001\u53d1\u5e03\u901f\u5ea6\u3002\u6bcf\u4eba\u5206\u89e3+\u5177\u4f53\u8d5e\u7f8e+\u6210\u957f\u673a\u4f1a\u3002\u6307\u6807\uff1a\u63d0\u4ea4\u6570\/LOC\/\u6d4b\u8bd5\u6bd4\/PR\u5927\u5c0f\/\u4fee\u590d\u6bd4\u3002\u70ed\u70b9\u6587\u4ef6\u3001\u53d1\u5e03\u8fde\u7eed\u3001\u672c\u5468\u6700\u5927\u53d1\u5e03<\/div>\n<\/div>\n<div class=\"case-step\">\n<div class=\"step-num\" style=\"background:#0d9488\">2<\/div>\n<div class=\"step-body\"><b>\/learn<\/b>\uff1agstack\u4ece\u6bcf\u4e2a\u4f1a\u8bdd\u5b66\u4e60\u3002\u6a21\u5f0f\u3001\u9677\u9631\u3001\u504f\u597d\u3001\u67b6\u6784\u51b3\u7b56\u7d2f\u79ef\u5728 <code>~\/.gstack\/projects\/$SLUG\/learnings.jsonl<\/code>\u3002\u5176\u4ed6\u6280\u80fd\u81ea\u52a8\u641c\u7d22\u5b66\u4e60\u5e76\u5728\u76f8\u5173\u65f6\u663e\u793a&#8221;Prior learning applied&#8221;<\/div>\n<\/div>\n<\/div>\n<!-- ===== \u4e03\u3001\u5b8c\u6574\u6d41\u6c34\u7ebf ===== -->\n<h2><span class=\"ez-toc-section\" id=\"%F0%9F%94%84_%E4%B8%83%E3%80%81%E5%AE%8C%E6%95%B4%E6%B5%81%E6%B0%B4%E7%BA%BF_%E2%80%94_%E4%B8%80%E6%9D%A1%E5%91%BD%E4%BB%A4%E5%88%B0%E4%B8%80%E6%9D%A1%E5%91%BD%E4%BB%A4\"><\/span>\ud83d\udd04 \u4e03\u3001\u5b8c\u6574\u6d41\u6c34\u7ebf \u2014 \u4e00\u6761\u547d\u4ee4\u5230\u4e00\u6761\u547d\u4ee4<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<div class=\"flow\" style=\"font-size:11px\">\n<div class=\"flow-node\" style=\"border:2px solid #db2777;min-width:90px\"><b>\/office-hours<\/b><br>\u91cd\u65b0\u6846\u5b9a<\/div>\n<div class=\"flow-arrow\">\u2192<\/div>\n<div class=\"flow-node\" style=\"border:2px solid #7c3aed;min-width:90px\"><b>\/plan-ceo<\/b><br>10\u661f\u4ea7\u54c1<\/div>\n<div class=\"flow-arrow\">\u2192<\/div>\n<div class=\"flow-node\" style=\"border:2px solid #1d4ed8;min-width:90px\"><b>\/plan-design<\/b><br>\u8bbe\u8ba1\u7f3a\u53e3<\/div>\n<div class=\"flow-arrow\">\u2192<\/div>\n<div class=\"flow-node\" style=\"border:2px solid #b45309;min-width:90px\"><b>\/plan-eng<\/b><br>\u53ef\u6784\u5efa<\/div>\n<div class=\"flow-arrow\">\u2192<\/div>\n<div class=\"flow-node\" style=\"border:2px solid #059669;min-width:90px\"><b>\/design-html<\/b><br>\u8bbe\u8ba1\u2192\u4ee3\u7801<\/div>\n<div class=\"flow-arrow\">\u2192<\/div>\n<div class=\"flow-node\" style=\"border:2px solid #dc2626;min-width:90px\"><b>\/review<\/b><br>+ \/codex<\/div>\n<div class=\"flow-arrow\">\u2192<\/div>\n<div class=\"flow-node\" style=\"border:2px solid #059669;min-width:90px\"><b>\/qa<\/b><br>\u6d4b\u8bd5<\/div>\n<div class=\"flow-arrow\">\u2192<\/div>\n<div class=\"flow-node\" style=\"border:2px solid #dc2626;min-width:90px\"><b>\/cso<\/b><br>\u5b89\u5168<\/div>\n<div class=\"flow-arrow\">\u2192<\/div>\n<div class=\"flow-node\" style=\"border:2px solid #c2410c;min-width:90px\"><b>\/ship<\/b><br>\u53d1\u5e03PR<\/div>\n<div class=\"flow-arrow\">\u2192<\/div>\n<div class=\"flow-node\" style=\"border:2px solid #c2410c;min-width:90px\"><b>\/land<\/b><br>\u90e8\u7f72<\/div>\n<div class=\"flow-arrow\">\u2192<\/div>\n<div class=\"flow-node\" style=\"border:2px solid #0d9488;min-width:90px\"><b>\/canary<\/b><br>\u76d1\u63a7<\/div>\n<div class=\"flow-arrow\">\u2192<\/div>\n<div class=\"flow-node\" style=\"border:2px solid #0d9488;min-width:90px\"><b>\/retro<\/b><br>\u590d\u76d8<\/div>\n<\/div>\n<p style=\"text-align:center;font-size:10px;color:#6b7280\">\u6216\u7528 <code>\/autoplan<\/code> \u4e00\u6761\u547d\u4ee4\u81ea\u52a8\u8fd0\u884c CEO \u2192 Design \u2192 Eng \u5ba1\u67e5\uff0c\u4ec5\u54c1\u5473\u51b3\u7b56\u9700\u4eba\u5de5\u6279\u51c6<\/p>\n<!-- ===== \u516b\u3001SKILL.md\u6a21\u677f\u7cfb\u7edf ===== -->\n<h2><span class=\"ez-toc-section\" id=\"%F0%9F%93%9D_%E5%85%AB%E3%80%81SKILLmd%E6%A8%A1%E6%9D%BF%E7%B3%BB%E7%BB%9F_%E2%80%94_%E6%96%87%E6%A1%A3%E6%B0%B8%E4%B8%8D%E6%BC%82%E7%A7%BB\"><\/span>\ud83d\udcdd \u516b\u3001SKILL.md\u6a21\u677f\u7cfb\u7edf \u2014 \u6587\u6863\u6c38\u4e0d\u6f02\u79fb<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<div class=\"card\" style=\"margin:10px 0\">\n<div class=\"card-sm\">\n<b>\u95ee\u9898<\/b>\uff1aSKILL.md\u544a\u8bc9Claude\u5982\u4f55\u4f7f\u7528\u6d4f\u89c8\u547d\u4ee4\u3002\u5982\u679c\u6587\u6863\u5217\u51fa\u4e0d\u5b58\u5728\u7684flag\uff0c\u6216\u9057\u6f0f\u65b0\u589e\u547d\u4ee4\u2014\u2014\u4ee3\u7406\u62a5\u9519\u3002\u624b\u7ef4\u62a4\u6587\u6863\u603b\u662f\u6f02\u79fb\u3002<br><br>\n<b>\u89e3\u6cd5<\/b>\uff1a<code>SKILL.md.tmpl<\/code>\uff08\u4eba\u5199\u6563\u6587+\u5360\u4f4d\u7b26\uff09\u2192 <code>gen-skill-docs.ts<\/code>\uff08\u8bfb\u6e90\u7801\u5143\u6570\u636e\uff09\u2192 <code>SKILL.md<\/code>\uff08\u63d0\u4ea4\uff0c\u81ea\u52a8\u751f\u6210\u6bb5\uff09<br><br>\n\u6a21\u677f\u5305\u542b\u9700\u8981\u4eba\u7c7b\u5224\u65ad\u7684\u5de5\u4f5c\u6d41\/\u63d0\u793a\/\u793a\u4f8b\u3002\u5360\u4f4d\u7b26\u4ece\u6e90\u7801\u6784\u5efa\u65f6\u586b\u5145\uff1a\n<\/div>\n<\/div>\n<table>\n<tr><th>\u5360\u4f4d\u7b26<\/th><th>\u6765\u6e90<\/th><th>\u751f\u6210\u4ec0\u4e48<\/th><\/tr>\n<tr><td><code>{{COMMAND_REFERENCE}}<\/code><\/td><td>commands.ts<\/td><td>\u5206\u7c7b\u547d\u4ee4\u8868<\/td><\/tr>\n<tr><td><code>{{SNAPSHOT_FLAGS}}<\/code><\/td><td>snapshot.ts<\/td><td>Flag\u53c2\u8003+\u793a\u4f8b<\/td><\/tr>\n<tr><td><code>{{PREAMBLE}}<\/code><\/td><td>gen-skill-docs.ts<\/td><td>\u542f\u52a8\u5757\uff1a\u66f4\u65b0\u68c0\u67e5\/\u4f1a\u8bdd\u8ffd\u8e2a\/\u8d21\u732e\u8005\u6a21\u5f0f<\/td><\/tr>\n<tr><td><code>{{QA_METHODOLOGY}}<\/code><\/td><td>gen-skill-docs.ts<\/td><td>\/qa\u548c\/qa-only\u5171\u4eabQA\u65b9\u6cd5\u8bba<\/td><\/tr>\n<tr><td><code>{{DESIGN_METHODOLOGY}}<\/code><\/td><td>gen-skill-docs.ts<\/td><td>\/plan-design-review\u548c\/design-review\u5171\u4eab\u8bbe\u8ba1\u5ba1\u8ba1\u65b9\u6cd5\u8bba<\/td><\/tr>\n<tr><td><code>{{REVIEW_DASHBOARD}}<\/code><\/td><td>gen-skill-docs.ts<\/td><td>\/ship\u9884\u98de\u5ba1\u67e5\u5c31\u7eea\u4eea\u8868\u677f<\/td><\/tr>\n<tr><td><code>{{TEST_BOOTSTRAP}}<\/code><\/td><td>gen-skill-docs.ts<\/td><td>\u6d4b\u8bd5\u6846\u67b6\u68c0\u6d4b\/\u5f15\u5bfc\/CI\/CD\u8bbe\u7f6e<\/td><\/tr>\n<tr><td><code>{{GBRAIN_CONTEXT_LOAD}}<\/code><\/td><td>resolvers\/gbrain.ts<\/td><td>Brain\u4f18\u5148\u4e0a\u4e0b\u6587\u641c\u7d22+\u5173\u952e\u8bcd\u63d0\u53d6+\u5065\u5eb7\u611f\u77e5<\/td><\/tr>\n<\/table>\n<h3><span class=\"ez-toc-section\" id=\"3%E5%B1%82%E6%B5%8B%E8%AF%95\"><\/span>3\u5c42\u6d4b\u8bd5<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<table>\n<tr><th>\u5c42<\/th><th>\u4ec0\u4e48<\/th><th>\u6210\u672c<\/th><th>\u901f\u5ea6<\/th><\/tr>\n<tr><td>1 \u2014 \u9759\u6001\u9a8c\u8bc1<\/td><td>\u89e3\u6790SKILL.md\u4e2d\u6bcf\u4e2a$B\u547d\u4ee4\uff0c\u5bf9\u7167\u6ce8\u518c\u8868\u9a8c\u8bc1<\/td><td>\u514d\u8d39<\/td><td>&lt;2s<\/td><\/tr>\n<tr><td>2 \u2014 E2E via claude -p<\/td><td>\u542f\u52a8\u771f\u5b9eClaude\u4f1a\u8bdd\uff0c\u8fd0\u884c\u6bcf\u4e2a\u6280\u80fd\uff0c\u626b\u63cf\u9519\u8bef<\/td><td>~$3.85<\/td><td>~20min<\/td><\/tr>\n<tr><td>3 \u2014 LLM-as-judge<\/td><td>Sonnet\u8bc4\u5206\u6587\u6863\u6e05\u6670\u5ea6\/\u5b8c\u6574\u6027\/\u53ef\u64cd\u4f5c\u6027<\/td><td>~$0.15<\/td><td>~30s<\/td><\/tr>\n<\/table>\n<!-- ===== \u4e5d\u3001iOS\u771f\u673a ===== -->\n<h2><span class=\"ez-toc-section\" id=\"%F0%9F%93%B1_%E4%B9%9D%E3%80%81iOS%E7%9C%9F%E6%9C%BAQA_%E2%80%94_%E4%B8%8D%E6%A8%A1%E6%8B%9F%EF%BC%8C%E7%9C%9F%E9%A9%B1%E5%8A%A8\"><\/span>\ud83d\udcf1 \u4e5d\u3001iOS\u771f\u673aQA \u2014 \u4e0d\u6a21\u62df\uff0c\u771f\u9a71\u52a8<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<div class=\"flow\">\n<div class=\"flow-node\" style=\"border:2px solid #059669;min-width:140px\"><b>gstack-ios-qa daemon<\/b><br>Mac (bun\/TS)<br>\u8f6e\u6362boot token<br>\u94f8\u9020session token<br>\u80fd\u529b\u5c42\u7ea7<\/div>\n<div class=\"flow-arrow\">\u21c4 USB CoreDevice (IPv6)<\/div>\n<div class=\"flow-node\" style=\"border:2px solid #1d4ed8;min-width:120px\"><b>iOS app<\/b><br>StateServer<br>(\u4ec5loopback)<\/div>\n<\/div>\n<div class=\"grid g2\" style=\"margin-top:10px\">\n<div class=\"card\">\n<div class=\"card-title\">\u6838\u5fc3\u6d1e\u5bdf<\/div>\n<div class=\"card-sm\">\u4e0d\u6a21\u62df\u3001\u4e0d\u8dd1XCTest\u3001\u4e0d\u542f\u52a8WebDriverAgent\u3002<b>\u5728\u5e94\u7528\u5185\u5d4c\u5165HTTP\u670d\u52a1\u5668<\/b>\uff0c\u4eceMac\u4fa7\u5b88\u62a4\u8fdb\u7a0b\u901a\u8fc7USB CoreDevice IPv6\u96a7\u9053\u9a71\u52a8\u3002<br><br>\n\u8bfbSwift\u6e90\u7801 \u2192 \u627e<code>@Observable<\/code>\u7c7b+<code>@Snapshotable<\/code>\u5b57\u6bb5 \u2192 codegen\u7c7b\u578b\u5316\u8bbf\u95ee\u5668 \u2192 \u90e8\u7f72\u8c03\u8bd5\u6865 \u2192 \u8fd0\u884c\u95ed\u73affind\u2192fix\u2192verify\u5faa\u73af\n<\/div>\n<\/div>\n<div class=\"card\">\n<div class=\"card-title\">\u80fd\u529b\u5c42\u7ea7<\/div>\n<div class=\"card-sm\">\n<b>observe<\/b>\uff1a\/screenshot, \/elements, GET \/state\/*, \/healthz<br>\n<b>interact<\/b>\uff1aobserve + \/tap, \/swipe, \/type, \/session\/*<br>\n<b>mutate<\/b>\uff1ainteract + POST \/state\/&lt;key&gt;<br>\n<b>restore<\/b>\uff1amutate + POST \/state\/restore<br><br>\n\u9ed8\u8ba4\u94f8\u9020token=interact\u3002\u66f4\u9ad8\u5c42\u7ea7\u9700\u663e\u5f0fowner\u94f8\u9020\u3002\n<\/div>\n<\/div>\n<\/div>\n<div class=\"card\" style=\"margin:10px 0\">\n<div class=\"card-title\">\ud83d\udd13 \u89e3\u9501\uff1aUSB-tethered + Tailscale = \u4efb\u4f55\u4ee3\u7406\u7684\u8fdc\u7a0biOS QA<\/div>\n<div class=\"card-sm\">\n\u4e00\u53f0Mac + \u4e00\u53f0iPhone + Tailscale\u514d\u8d39\u5c42 = \u66ff\u4ee3BrowserStack\/Sauce Labs\u3002<br>\n\u4efb\u4f55HTTP\u80fd\u529b\u4ee3\u7406\u5728\u4f60\u7684tailnet\u4e0a\u53ef\u9a71\u52a8iOS\u5e94\u7528\u2014\u2014\u4e00\u65e6\u4f60\u94f8\u9020\u4e86session token\u3002Tailscale ACL\u9650\u5b9a\u54ea\u4e9b\u8eab\u4efd\u53ef\u5728\u54ea\u80fd\u529b\u5c42\u7ea7\u5230\u8fbeMac\u3002\n<\/div>\n<\/div>\n<!-- ===== \u5341\u3001\u603b\u7ed3 ===== -->\n<h2><span class=\"ez-toc-section\" id=\"%F0%9F%8E%AF_%E5%8D%81%E3%80%81%E6%80%BB%E7%BB%93\"><\/span>\ud83c\udfaf \u5341\u3001\u603b\u7ed3<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<div class=\"summary-box\">\n<div class=\"summary-title\">gstack \u00b7 AI\u9a71\u52a8\u8f6f\u4ef6\u5de5\u5382 \u00b7 \u6838\u5fc3\u8981\u70b9<\/div>\n<div class=\"grid g2\" style=\"gap:12px\">\n<div>\n<h4 style=\"color:#db2777\"><span class=\"ez-toc-section\" id=\"%F0%9F%8C%8A_%E5%93%B2%E5%AD%A6\"><\/span>\ud83c\udf0a \u54f2\u5b66<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li>\u716e\u6cb8\u6d77\u6d0b\uff1a\u5b8c\u6574\u6027\u8fb9\u9645\u6210\u672c\u8d8b\u8fd1\u96f6\uff0c\u505a\u5b8c\u6574\u7684\u4e8b<\/li>\n<li>\u5148\u641c\u7d22\u518d\u6784\u5efa\uff1a\u4e09\u5c42\u77e5\u8bc6\uff08\u4e45\u7ecf\u8003\u9a8c\/\u65b0\u4e14\u6d41\u884c\/\u7b2c\u4e00\u6027\u539f\u7406\uff09<\/li>\n<li>\u7528\u6237\u4e3b\u6743\uff1aAI\u63a8\u8350\uff0c\u7528\u6237\u51b3\u5b9a\u3002\u751f\u6210-\u9a8c\u8bc1\u5faa\u73af<\/li>\n<li>AI\u538b\u7f29\u6bd4\uff1a\u811a\u624b\u67b6100\u00d7\u3001\u6d4b\u8bd550\u00d7\u3001\u529f\u80fd30\u00d7\u3001Bug\u4fee\u590d20\u00d7<\/li>\n<\/ul>\n<\/div>\n<div>\n<h4 style=\"color:#7c3aed\"><span class=\"ez-toc-section\" id=\"%F0%9F%A7%AD_%E6%8A%80%E8%83%BD\"><\/span>\ud83e\udded \u6280\u80fd<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li>23\u4e13\u5bb6+8\u5de5\u5177=31\u4e2aslash\u547d\u4ee4<\/li>\n<li>\u5b8c\u6574\u6d41\u6c34\u7ebf\uff1a\u6784\u601d\u2192\u89c4\u5212\u2192\u8bbe\u8ba1\u2192\u5ba1\u67e5\u2192\u6d4b\u8bd5\u2192\u5b89\u5168\u2192\u53d1\u5e03\u2192\u76d1\u63a7\u2192\u590d\u76d8<\/li>\n<li>\/autoplan\uff1a\u4e00\u6761\u547d\u4ee4\u81ea\u52a8CEO\u2192Design\u2192Eng\u5ba1\u67e5<\/li>\n<li>\u8de8AI\u534f\u4f5c\uff1a\/codex\u7b2c\u4e8c\u610f\u89c1+\u8de8\u6a21\u578b\u5206\u6790<\/li>\n<\/ul>\n<\/div>\n<div>\n<h4 style=\"color:#1d4ed8\"><span class=\"ez-toc-section\" id=\"%F0%9F%8C%90_%E6%B5%8F%E8%A7%88%E5%99%A8\"><\/span>\ud83c\udf10 \u6d4f\u89c8\u5668<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li>\u6301\u4e45Chromium\u5b88\u62a4\u8fdb\u7a0b\uff1a~100ms\/\u547d\u4ee4<\/li>\n<li>Ref\u7cfb\u7edf\uff1aARIA\u6811\u5143\u7d20\u5bfb\u5740\uff0c\u65e0CSS\u9009\u62e9\u5668<\/li>\n<li>3\u6a21\u5f0f\uff1aheadless\/headed\/pair-agent\u96a7\u9053<\/li>\n<li>\/scrape+\/skillify\uff1a\u9996\u6b2130s\u2192\u540e\u7eed200ms<\/li>\n<\/ul>\n<\/div>\n<div>\n<h4 style=\"color:#059669\"><span class=\"ez-toc-section\" id=\"%F0%9F%9B%A1%EF%B8%8F_%E5%AE%89%E5%85%A8\"><\/span>\ud83d\udee1\ufe0f \u5b89\u5168<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li>6\u5c42\u63d0\u793a\u6ce8\u5165\u9632\u5fa1\uff08L1-L6\uff09<\/li>\n<li>\u53cc\u76d1\u542c\u5668\u96a7\u9053\u67b6\u6784\uff08\u7269\u7406\u7aef\u53e3\u5206\u79bb\uff09<\/li>\n<li>Bearer\u4ee4\u724c+\u8303\u56f4\u4ee4\u724c+\u4f1a\u8bddcookie<\/li>\n<li>Unicode\u51c0\u5316\u3001CSP\u5c0a\u91cd\u3001shell\u6ce8\u5165\u9632\u62a4<\/li>\n<\/ul>\n<\/div>\n<div>\n<h4 style=\"color:#b45309\"><span class=\"ez-toc-section\" id=\"%F0%9F%93%B1_iOS\"><\/span>\ud83d\udcf1 iOS<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li>USB CoreDevice\u96a7\u9053+\u5d4c\u5165\u5f0fStateServer<\/li>\n<li>\u8bfbSwift\u2192codegen\u8bbf\u95ee\u5668\u2192\u9a71\u52a8\u771fiPhone<\/li>\n<li>4\u80fd\u529b\u5c42\u7ea7\uff1aobserve\/interact\/mutate\/restore<\/li>\n<li>Tailscale\u8fdc\u7a0b\u4ee3\u7406+ACL\u8303\u56f4\u63a7\u5236<\/li>\n<\/ul>\n<\/div>\n<div>\n<h4 style=\"color:#dc2626\"><span class=\"ez-toc-section\" id=\"%F0%9F%93%9D_%E5%B7%A5%E7%A8%8B\"><\/span>\ud83d\udcdd \u5de5\u7a0b<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li>SKILL.md\u6a21\u677f\u7cfb\u7edf\uff1a\u6587\u6863\u6c38\u4e0d\u6f02\u79fb<\/li>\n<li>3\u5c42\u6d4b\u8bd5\uff1a\u9759\u6001\/E2E\/LLM-as-judge<\/li>\n<li>Bun\u7f16\u8bd1\u4e8c\u8fdb\u5236\uff1a58MB\u5355\u6587\u4ef6\uff0c\u65e0node_modules<\/li>\n<li>ETHOS.md\u6ce8\u5165\u6bcf\u4e2a\u6280\u80fd\u524d\u5bfc<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"text-align:center;margin:20px 0;font-size:10px;color:#6b7280\">\n\u57fa\u4e8e <a href=\"https:\/\/github.com\/garrytan\/gstack\" style=\"color:#1d4ed8\">garrytan\/gstack<\/a> \u00b7 Garry Tan (YC CEO) \u00b7 MIT\u534f\u8bae \u00b7 23\u4e13\u5bb6+8\u5de5\u5177\n<\/div>\n<\/body>\n<\/html>\n\n\n\n<p><a href=\"https:\/\/github.com\/garrytan\/gstack\">https:\/\/github.com\/garrytan\/gstack<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>gstack \u00b7 AI\u9a71\u52a8\u7684\u8f6f\u4ef6\u5de5\u5382\u8be6\u89e3 \u00b7 \u5df2\u751f\u6210 \ud83d\udcca \u9879\u76ee\u6982\u89c8 \u7ef4\u5ea6 \u6570\u91cf \u8bf4\u660e \u4e13\u5bb6\u6280\u80fd 23&hellip; <a href=\"http:\/\/viplao.com\/index.php\/2026\/06\/24\/%e5%b7%a5%e5%85%b7%e6%8a%80%e8%83%bd%ef%bc%88skills%ef%bc%89-gstack%e4%b8%80%e6%94%af%e5%8f%af%e5%8d%8f%e5%90%8c%e7%9a%84%e8%99%9a%e6%8b%9f%e5%b7%a5%e7%a8%8b%e5%9b%a2%e9%98%9f\/\" class=\"more-link read-more\" rel=\"bookmark\">\u7ee7\u7eed\u9605\u8bfb <span class=\"screen-reader-text\">\u00a0\u5de5\u5177\u6280\u80fd\uff08SKILLS\uff09\u00a0: gstack\u4e00\u652f\u53ef\u534f\u540c\u7684\u865a\u62df\u5de5\u7a0b\u56e2\u961f<\/span><i class=\"fa fa-arrow-right\"><\/i><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[1],"tags":[39,46,47],"views":70,"_links":{"self":[{"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/posts\/4340"}],"collection":[{"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/comments?post=4340"}],"version-history":[{"count":1,"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/posts\/4340\/revisions"}],"predecessor-version":[{"id":4341,"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/posts\/4340\/revisions\/4341"}],"wp:attachment":[{"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/media?parent=4340"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/categories?post=4340"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/tags?post=4340"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}