[{"node": {"avatar_large": "https://cdn.v2ex.com/navatar/2d6c/c4b2/507_large.png?m=1768280131", "name": "cv", "avatar_normal": "https://cdn.v2ex.com/navatar/2d6c/c4b2/507_normal.png?m=1768280131", "title": "\u6c42\u804c", "url": "https://www.v2ex.com/go/cv", "topics": 9063, "footer": "", "header": "\u6b22\u8fce\u5728\u8fd9\u91cc\u53d1\u5e03\u81ea\u5df1\u7684\u6c42\u804c\u7b80\u5386\u3002", "title_alternative": "CV", "avatar_mini": "https://cdn.v2ex.com/navatar/2d6c/c4b2/507_mini.png?m=1768280131", "stars": 1788, "founder_id": 0, "aliases": [], "root": false, "id": 507, "parent_node_name": ""}, "member": {"id": 704027, "username": "ganlucode", "url": "https://www.v2ex.com/u/ganlucode", "website": null, "twitter": null, "psn": null, "github": null, "btc": null, "location": null, "tagline": null, "bio": null, "avatar_mini": "https://cdn.v2ex.com/avatar/f4f0/cc0a/704027_mini.png?m=1780640779", "avatar_normal": "https://cdn.v2ex.com/avatar/f4f0/cc0a/704027_normal.png?m=1780640779", 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\u5de5\u7a0b\u5316\u65b9\u5411\uff0c\r\n\u957f\u671f\u6df1\u5ea6\u4f7f\u7528 Claude Code \u3001Codex \u7b49 AI Coding \u5de5\u5177\uff0c\r\n\u63a2\u7d22\u5982\u4f55\u771f\u6b63\u63d0\u5347\u8f6f\u4ef6\u5f00\u53d1\u6548\u7387\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u201c\u4ee3\u7801\u8865\u5168\u201d\u3002\r\n\r\n\u6700\u8fd1\u4e5f\u5728\u505a\u4e00\u4e2a AI-native \u81ea\u52a8\u5316\u5f00\u53d1\u5de5\u4f5c\u6d41\u9879\u76ee\uff08 Nezha \uff09\uff0c\r\n\u91cd\u70b9\u63a2\u7d22\uff1a\r\n\r\n- \u9700\u6c42\u62c6\u89e3\r\n- \u591a\u4efb\u52a1\u7f16\u6392\r\n- \u81ea\u52a8\u5316\u4ee3\u7801\u751f\u6210\u4e0e\u9a8c\u8bc1\r\n- Feature Branch \u9694\u79bb\r\n- \u6d4b\u8bd5\u4e0e\u4ea4\u4ed8\u6d41\u7a0b\u81ea\u52a8\u5316\r\n\r\n\u5e0c\u671b\u628a AI \u4ece\u201c\u4ee3\u7801\u8f85\u52a9\u5de5\u5177\u201d\uff0c\u8fdb\u4e00\u6b65\u53d8\u6210\u771f\u6b63\u53c2\u4e0e\u8f6f\u4ef6\u5de5\u7a0b\u6d41\u7a0b\u7684\u534f\u4f5c\u8005\u3002\r\n\r\n\u76ee\u524d\u4e3b\u8981\u5e0c\u671b\u5bfb\u627e\uff1a\r\n\r\n- AI \u5e94\u7528\r\n- Agent Workflow\r\n- \u81ea\u52a8\u5316\u7cfb\u7edf\r\n- SaaS / \u7ba1\u7406\u540e\u53f0\r\n- MVP \u5feb\u901f\u9a8c\u8bc1\r\n- \u4f01\u4e1a\u5185\u90e8\u5de5\u5177\r\n\r\n\u7b49\u65b9\u5411\u7684\u8fdc\u7a0b / \u517c\u804c / \u9879\u76ee\u5408\u4f5c\u3002\r\n\r\n\u504f\u7ed3\u679c\u5bfc\u5411\uff0c\r\n\u5e0c\u671b\u901a\u8fc7 AI Workflow \u5c3d\u53ef\u80fd\u538b\u7f29\u5f00\u53d1\u5468\u671f\uff0c\r\n\u5feb\u901f\u4ea4\u4ed8\u771f\u6b63\u53ef\u8fd0\u884c\u3001\u53ef\u9a8c\u8bc1\u7684\u4ea7\u54c1\u3002\r\n\r\n\u9879\u76ee\u4ecb\u7ecd\uff1a\r\nhttps://blog.geekslife.cn/projects/nezha-framework\r\n\r\nGitHub\uff1a\r\nhttps://github.com/ganluCode\r\n\r\n\u8054\u7cfb\u5fae\u4fe1\uff1aitPhoto414", "content_rendered": "13 \u5e74\u8f6f\u4ef6\u5f00\u53d1\u7ecf\u9a8c\uff0c<br /><br />\u505a\u8fc7\u4f01\u4e1a\u7ea7\u540e\u7aef\u3001\u5206\u5e03\u5f0f\u7cfb\u7edf\u3001\u5168\u6808\u5f00\u53d1\u3002<br /><br />\u8fd1\u4e24\u5e74\u5f00\u59cb\u91cd\u70b9\u8f6c\u5411 AI Workflow / Agent \u5de5\u7a0b\u5316\u65b9\u5411\uff0c<br />\u957f\u671f\u6df1\u5ea6\u4f7f\u7528 Claude Code \u3001Codex \u7b49 AI Coding \u5de5\u5177\uff0c<br />\u63a2\u7d22\u5982\u4f55\u771f\u6b63\u63d0\u5347\u8f6f\u4ef6\u5f00\u53d1\u6548\u7387\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u201c\u4ee3\u7801\u8865\u5168\u201d\u3002<br /><br />\u6700\u8fd1\u4e5f\u5728\u505a\u4e00\u4e2a AI-native \u81ea\u52a8\u5316\u5f00\u53d1\u5de5\u4f5c\u6d41\u9879\u76ee\uff08 Nezha \uff09\uff0c<br />\u91cd\u70b9\u63a2\u7d22\uff1a<br /><br />- \u9700\u6c42\u62c6\u89e3<br />- \u591a\u4efb\u52a1\u7f16\u6392<br />- \u81ea\u52a8\u5316\u4ee3\u7801\u751f\u6210\u4e0e\u9a8c\u8bc1<br />- Feature Branch \u9694\u79bb<br />- \u6d4b\u8bd5\u4e0e\u4ea4\u4ed8\u6d41\u7a0b\u81ea\u52a8\u5316<br /><br />\u5e0c\u671b\u628a AI \u4ece\u201c\u4ee3\u7801\u8f85\u52a9\u5de5\u5177\u201d\uff0c\u8fdb\u4e00\u6b65\u53d8\u6210\u771f\u6b63\u53c2\u4e0e\u8f6f\u4ef6\u5de5\u7a0b\u6d41\u7a0b\u7684\u534f\u4f5c\u8005\u3002<br /><br />\u76ee\u524d\u4e3b\u8981\u5e0c\u671b\u5bfb\u627e\uff1a<br /><br />- AI \u5e94\u7528<br />- Agent Workflow<br />- \u81ea\u52a8\u5316\u7cfb\u7edf<br />- SaaS / \u7ba1\u7406\u540e\u53f0<br />- MVP \u5feb\u901f\u9a8c\u8bc1<br />- \u4f01\u4e1a\u5185\u90e8\u5de5\u5177<br /><br />\u7b49\u65b9\u5411\u7684\u8fdc\u7a0b / \u517c\u804c / \u9879\u76ee\u5408\u4f5c\u3002<br /><br />\u504f\u7ed3\u679c\u5bfc\u5411\uff0c<br />\u5e0c\u671b\u901a\u8fc7 AI Workflow \u5c3d\u53ef\u80fd\u538b\u7f29\u5f00\u53d1\u5468\u671f\uff0c<br />\u5feb\u901f\u4ea4\u4ed8\u771f\u6b63\u53ef\u8fd0\u884c\u3001\u53ef\u9a8c\u8bc1\u7684\u4ea7\u54c1\u3002<br /><br />\u9879\u76ee\u4ecb\u7ecd\uff1a<br /><a target=\"_blank\" href=\"https://blog.geekslife.cn/projects/nezha-framework\" rel=\"nofollow noopener\">https://blog.geekslife.cn/projects/nezha-framework</a><br /><br />GitHub\uff1a<br /><a target=\"_blank\" href=\"https://github.com/ganluCode\" rel=\"nofollow noopener\">https://github.com/ganluCode</a><br /><br />\u8054\u7cfb\u5fae\u4fe1\uff1aitPhoto414", "last_modified": 1780931311, "replies": 0, "id": 1218888}, {"node": {"avatar_large": "https://cdn.v2ex.com/navatar/6cdd/60ea/184_large.png?m=1630643913", "name": "apple", "avatar_normal": "https://cdn.v2ex.com/navatar/6cdd/60ea/184_normal.png?m=1630643913", "title": "Apple", "url": "https://www.v2ex.com/go/apple", "topics": 30682, "footer": "", "header": "\u8bbe\u8ba1\u4e86 <a href=\"/go/watch\">Apple Watch</a>\uff0c<a href=\"/go/ipad\">iPad</a>\uff0c<a href=\"/go/iphone\">iPhone</a>\uff0c<a href=\"/go/imac\">iMac</a> \u53ca <a href=\"/go/mbp\">MacBook Pro</a> \u7b49\u7535\u5b50\u4ea7\u54c1\u7684\u7f8e\u56fd\u516c\u53f8\u3002", "title_alternative": "Apple", "avatar_mini": "https://cdn.v2ex.com/navatar/6cdd/60ea/184_mini.png?m=1630643913", "stars": 3318, "founder_id": 0, "aliases": [], "root": false, "id": 184, "parent_node_name": "hardware"}, "member": {"id": 194620, "username": "Cheez", "url": "https://www.v2ex.com/u/Cheez", "website": "", "twitter": null, "psn": null, "github": null, "btc": null, "location": "", "tagline": "", "bio": "", "avatar_mini": "https://cdn.v2ex.com/gravatar/d0d039018b81ff8d509f70864e39fddf?s=24&d=retro", "avatar_normal": "https://cdn.v2ex.com/gravatar/d0d039018b81ff8d509f70864e39fddf?s=48&d=retro", "avatar_large": "https://cdn.v2ex.com/gravatar/d0d039018b81ff8d509f70864e39fddf?s=73&d=retro", "created": 1475644621, "last_modified": 1780291720, "pro": 1780929211}, "last_reply_by": "", "last_touched": 1780916775, "title": "\u4e0a\u67b6 Mac App \u5230\u56fd\u533a\u9700\u8981\u5907\u6848\u5417\uff1f", "url": "https://www.v2ex.com/t/1218887", "created": 1780931175, "deleted": 0, "content": "", "content_rendered": "", "last_modified": 1780931175, "replies": 0, "id": 1218887}, {"node": {"avatar_large": "https://cdn.v2ex.com/navatar/4ea0/6fbc/770_large.png?m=1768280127", "name": "career", "avatar_normal": "https://cdn.v2ex.com/navatar/4ea0/6fbc/770_normal.png?m=1768280127", "title": "\u804c\u573a\u8bdd\u9898", "url": "https://www.v2ex.com/go/career", "topics": 23543, "footer": "", "header": "\u8fd9\u91cc\uff0c\u6211\u4eec\u804a\u804a\u90a3\u4e9b\u5de5\u4f5c\u4e2d\u9047\u5230\u7684\u5f00\u5fc3\u548c\u4e0d\u5f00\u5fc3\u7684\u4e8b\u3002", "title_alternative": "Career", "avatar_mini": "https://cdn.v2ex.com/navatar/4ea0/6fbc/770_mini.png?m=1768280127", "stars": 3693, "founder_id": 0, "aliases": [], "root": false, "id": 770, "parent_node_name": ""}, "member": {"id": 304279, "username": "gdw1986", "url": "https://www.v2ex.com/u/gdw1986", "website": null, "twitter": null, "psn": null, "github": null, "btc": null, "location": null, "tagline": null, "bio": null, "avatar_mini": "https://cdn.v2ex.com/avatar/0d34/713e/304279_mini.png?m=1723516886", "avatar_normal": "https://cdn.v2ex.com/avatar/0d34/713e/304279_normal.png?m=1723516886", "avatar_large": "https://cdn.v2ex.com/avatar/0d34/713e/304279_large.png?m=1723516886", "avatar_xlarge": "https://cdn.v2ex.com/avatar/0d34/713e/304279_xlarge.png?m=1723516886", "avatar_xxlarge": "https://cdn.v2ex.com/avatar/0d34/713e/304279_xxlarge.png?m=1723516886", "created": 1522285799, "last_modified": 1723516886, "pro": 0}, "last_reply_by": "409164", "last_touched": 1780931375, "title": "\u611f\u89c9\u73b0\u5728\u8fd9\u4e2a\u5916\u5305\u6027\u4ef7\u6bd4\u597d\u4f4e", "url": "https://www.v2ex.com/t/1218886", "created": 1780930749, "deleted": 0, "content": "\u7eaf\u5410\u69fd\uff0c\u94b1\u5c11\u8fd8\u6709\u52a0\u73ed\uff0c\u901a\u52e4\u5355\u7a0b\u8981 1 \u4e2a\u534a\u5c0f\u65f6+\uff0c\u4f46\u662f 40 \u4e86\u597d\u50cf\u4e5f\u6ca1\u5565\u66f4\u597d\u7684\u9009\u62e9\uff0c\u79ef\u84c4\u4e5f\u4e0d\u592a\u80fd\u6ee1\u8db3\u8eba\u5e73", "content_rendered": "<p>\u7eaf\u5410\u69fd\uff0c\u94b1\u5c11\u8fd8\u6709\u52a0\u73ed\uff0c\u901a\u52e4\u5355\u7a0b\u8981 1 \u4e2a\u534a\u5c0f\u65f6+\uff0c\u4f46\u662f 40 \u4e86\u597d\u50cf\u4e5f\u6ca1\u5565\u66f4\u597d\u7684\u9009\u62e9\uff0c\u79ef\u84c4\u4e5f\u4e0d\u592a\u80fd\u6ee1\u8db3\u8eba\u5e73</p>\n", "last_modified": 1780930749, "replies": 3, "id": 1218886}, {"node": {"avatar_large": "https://cdn.v2ex.com/navatar/70ef/df2e/17_large.png?m=1660301119", "name": "create", "avatar_normal": "https://cdn.v2ex.com/navatar/70ef/df2e/17_normal.png?m=1660301119", "title": "\u5206\u4eab\u521b\u9020", "url": "https://www.v2ex.com/go/create", "topics": 33745, "footer": "", "header": "\u6b22\u8fce\u4f60\u5728\u8fd9\u91cc\u53d1\u5e03\u81ea\u5df1\u7684\u6700\u65b0\u4f5c\u54c1\uff01", "title_alternative": "Create", "avatar_mini": "https://cdn.v2ex.com/navatar/70ef/df2e/17_mini.png?m=1660301119", "stars": 6065, "founder_id": 0, "aliases": [], "root": false, "id": 17, "parent_node_name": "geek"}, "member": {"id": 366490, "username": "heyzen", "url": "https://www.v2ex.com/u/heyzen", "website": null, "twitter": null, "psn": null, "github": null, "btc": null, "location": null, "tagline": null, "bio": null, "avatar_mini": "https://cdn.v2ex.com/gravatar/662464abaa51b19a9c4efaa38a5fbea3?s=24&d=retro", "avatar_normal": "https://cdn.v2ex.com/gravatar/662464abaa51b19a9c4efaa38a5fbea3?s=48&d=retro", "avatar_large": "https://cdn.v2ex.com/gravatar/662464abaa51b19a9c4efaa38a5fbea3?s=73&d=retro", "created": 1543406777, "last_modified": 1780930409, "pro": 0}, "last_reply_by": "", "last_touched": 1780930421, "title": "\u5373\u9875 v1.3 \u6b63\u5f0f\u53d1\u5e03\uff1a\u4ece\u300c\u80fd\u5206\u4eab\u300d\u5230\u300c\u597d\u7ba1\u7406\u300d\uff0c\u4e00\u6b21\u8d28\u7684\u98de\u8dc3", "url": "https://www.v2ex.com/t/1218885", "created": 1780930421, "deleted": 0, "content": "# \u5373\u9875 v1.3 \u6b63\u5f0f\u53d1\u5e03\uff1a\u4ece\u300c\u80fd\u5206\u4eab\u300d\u5230\u300c\u597d\u7ba1\u7406\u300d\uff0c\u4e00\u6b21\u8d28\u7684\u98de\u8dc3\r\n\r\n> \u77ed\u94fe\u63a5\u3001ZIP \u7f51\u7ad9\u5305\u3001\u7248\u672c\u5386\u53f2\u3001\u6807\u7b7e\u6536\u85cf\u5206\u7c7b\u3001\u591a\u7528\u6237\u7ba1\u7406\u2014\u2014\u4f60\u7684\u4e2a\u4eba\u5185\u5bb9\u4e2d\u5fc3\uff0c\u6b63\u5f0f\u4e0a\u7ebf\r\n\r\n---\r\n\r\n## \u5148\u56de\u987e\u4e00\u4e0b\r\n\r\nv1.2 \u6211\u4eec\u5e26\u6765\u4e86 Markdown \u589e\u5f3a\u6e32\u67d3\u3001MCP \u534f\u8bae\u652f\u6301\u3001\u6587\u4ef6\u9690\u79c1\u63a7\u5236\u2014\u2014\u5373\u9875\u89e3\u51b3\u4e86\u300c AI \u751f\u6210\u7684\u5185\u5bb9\u600e\u4e48\u5b8c\u6574\u5206\u4eab\u300d\u7684\u95ee\u9898\u3002\r\n\r\n\u4f46\u5f88\u5feb\uff0c\u65b0\u7684\u75db\u70b9\u6765\u4e86\uff1a\r\n\r\n- \u94fe\u63a5\u592a\u957f\uff1a`/api/files/42/render`\u2014\u2014\u53d1\u7ed9\u5ba2\u6237\u603b\u89c9\u5f97\u4e0d\u591f\u6b63\u5f0f\r\n- \u6574\u7ad9\u9879\u76ee\u6ca1\u6cd5\u4f20\uff1aAI \u751f\u6210\u7684 HTML \u62a5\u544a\u5e26\u4e86\u4e00\u5806 CSS \u3001JS \u3001\u56fe\u7247\uff0c\u53ea\u80fd\u4e00\u4e2a\u4e2a\u6587\u4ef6\u4f20\r\n- \u6587\u4ef6\u591a\u4e86\u627e\u4e0d\u5230\uff1a\u4e0a\u4f20\u4e86 50 \u4efd\u6587\u6863\uff0c\u53ea\u80fd\u9760\u8089\u773c\u7ffb\u5217\u8868\r\n- \u6ca1\u6709\u540e\u6094\u836f\uff1a\u8986\u76d6\u4e0a\u4f20\u540e\u65e7\u7248\u672c\u5c31\u6ca1\u4e86\uff0c\u60f3\u56de\u53bb\uff1f\u6ca1\u95e8\r\n- \u56e2\u961f\u4e0d\u597d\u7528\uff1a\u6240\u6709\u4eba\u5171\u7528\u4e00\u4e2a\u8d26\u53f7\uff0c\u5206\u4e0d\u6e05\u8c01\u4e0a\u4f20\u4e86\u4ec0\u4e48\r\n\r\n**v1.3 \uff0c\u4e00\u6b21\u6027\u89e3\u51b3\u8fd9\u4e9b\u95ee\u9898\u3002**\r\n\r\n---\r\n\r\n## \ud83d\ude80 \u516d\u5927\u6838\u5fc3\u66f4\u65b0\r\n\r\n### 1\ufe0f\u20e3 \u77ed\u94fe\u63a5\uff1a\u544a\u522b\u957f URL \uff0c\u5206\u4eab\u66f4\u4e13\u4e1a\r\n\r\n\u6bcf\u4efd\u6587\u4ef6\u81ea\u52a8\u751f\u6210 8 \u4f4d\u968f\u673a\u77ed\u94fe\u63a5\uff1a\r\n\r\n```\r\n\u65e7\u94fe\u63a5\uff1a https://jpage.example.com/api/files/42/render\r\n\u65b0\u94fe\u63a5\uff1a https://jpage.example.com/s/kX9mP2wQ\r\n```\r\n\r\n- \u4e0a\u4f20\u5373\u81ea\u52a8\u751f\u6210\uff0c\u65e0\u9700\u624b\u52a8\u64cd\u4f5c\r\n- \u590d\u5236\u94fe\u63a5\u6309\u94ae\u76f4\u63a5\u590d\u5236\u77ed\u94fe\u63a5\u683c\u5f0f\r\n- MCP \u5de5\u5177\u8fd4\u56de\u7684\u4e5f\u662f\u77ed\u94fe\u63a5\r\n- \u5df2\u6709\u6587\u4ef6\u542f\u52a8\u65f6\u81ea\u52a8\u8865\u751f\u6210\uff0c\u5e73\u6ed1\u5347\u7ea7\r\n\r\n> \u4ee5\u524d\uff1a\u53d1\u94fe\u63a5\u524d\u603b\u5f97\u5220\u6389 `/api/files/`\uff0c\u6015\u66b4\u9732\u7cfb\u7edf\u7ed3\u6784\r\n> \u73b0\u5728\uff1a\u77ed\u3001\u5e72\u51c0\u3001\u4e13\u4e1a\uff0c\u76f4\u63a5\u53d1\r\n\r\n---\r\n\r\n### 2\ufe0f\u20e3 ZIP \u5305\u4e0a\u4f20\uff1a\u6574\u7ad9\u9879\u76ee\uff0c\u4e00\u6b21\u641e\u5b9a\r\n\r\n\u652f\u6301\u4e24\u79cd\u6a21\u5f0f\uff0c\u81ea\u52a8\u8bc6\u522b\uff1a\r\n\r\n**\u7f51\u7ad9\u5305\u6a21\u5f0f**\uff08 ZIP \u5185\u542b `index.html` + \u8d44\u6e90\u76ee\u5f55\uff09\r\n\r\n- \u4e0a\u4f20\u540e\u81ea\u52a8\u89e3\u538b\uff0c\u4f5c\u4e3a\u5b8c\u6574\u9879\u76ee\u9884\u89c8\r\n- \u6ce8\u5165 `<base>` \u6807\u7b7e\uff0cCSS/JS/\u56fe\u7247\u7b49\u76f8\u5bf9\u8def\u5f84\u81ea\u52a8\u6307\u5411\u8d44\u6e90\u670d\u52a1\r\n- \u8d44\u6e90\u6587\u4ef6\u901a\u8fc7 `/api/files/:id/asset/*` \u72ec\u7acb\u8bbf\u95ee\r\n- \u9002\u5408\uff1aAI \u751f\u6210\u7684\u5b8c\u6574\u7f51\u7ad9\u3001\u524d\u7aef Demo \u3001\u5e26\u8d44\u6e90\u7684\u9879\u76ee\u62a5\u544a\r\n\r\n**\u6279\u91cf\u6587\u4ef6\u6a21\u5f0f**\uff08 ZIP \u5185\u542b\u591a\u4e2a\u72ec\u7acb HTML/MD \uff09\r\n\r\n- \u81ea\u52a8\u8bc6\u522b\u5e76\u62c6\u5206\uff0c\u6bcf\u4e2a\u6587\u4ef6\u72ec\u7acb\u521b\u5efa\u8bb0\u5f55\r\n- \u9002\u5408\uff1a\u4e00\u6b21\u6027\u4e0a\u4f20\u591a\u4efd\u6587\u6863\r\n\r\n\u5b89\u5168\u9632\u62a4\u4e5f\u6ca1\u843d\u4e0b\uff1aZip Slip \u8def\u5f84\u7a7f\u8d8a\u68c0\u6d4b\u3001\u81a8\u80c0\u70b8\u5f39\u9650\u5236\u3001Symlink \u62e6\u622a\u3001\u6587\u4ef6\u6570\u91cf\u4e0a\u9650\u3002\r\n\r\n> \u4ee5\u524d\uff1a\u4e00\u4e2a\u5e26 3 \u5f20\u56fe\u7247\u7684 HTML \u9875\u9762\uff0c\u5f97\u4f20 4 \u6b21\r\n> \u73b0\u5728\uff1a\u6253\u5305\u6210 ZIP \uff0c\u4e00\u6b21\u4e0a\u4f20\uff0c\u5b8c\u6574\u9884\u89c8\r\n\r\n---\r\n\r\n### 3\ufe0f\u20e3 \u7248\u672c\u5386\u53f2\uff1a\u8986\u76d6\u4e0d\u518d\u6015\uff0c\u968f\u65f6\u56de\u6eda\r\n\r\n\u6bcf\u6b21\u8986\u76d6\u4e0a\u4f20\uff0c\u65e7\u7248\u672c\u81ea\u52a8\u5907\u4efd\u5230\u7248\u672c\u5386\u53f2\uff1a\r\n\r\n- **\u7248\u672c\u5217\u8868**\uff1a\u67e5\u770b\u6240\u6709\u5386\u53f2\u7248\u672c\r\n- **\u5185\u5bb9\u67e5\u770b**\uff1a\u67e5\u770b\u4efb\u610f\u7248\u672c\u7684\u539f\u6587\u5185\u5bb9\r\n- **\u6e32\u67d3\u9884\u89c8**\uff1a\u76f4\u63a5\u6e32\u67d3\u5386\u53f2\u7248\u672c\uff0c\u6240\u89c1\u5373\u6240\u5f97\r\n- **\u4e00\u952e\u6062\u590d**\uff1a\u4e0d\u6ee1\u610f\uff1f\u6062\u590d\u5230\u4efb\u610f\u5386\u53f2\u7248\u672c\r\n- **\u7248\u672c\u6e05\u7406**\uff1a\u5220\u9664\u4e0d\u9700\u8981\u7684\u5386\u53f2\u7248\u672c\uff0c\u91ca\u653e\u7a7a\u95f4\r\n\r\n> \u4ee5\u524d\uff1a\u6539\u574f\u4e86\u5c31\u6539\u574f\u4e86\uff0c\u53ea\u80fd\u91cd\u65b0\u4e0a\u4f20\r\n> \u73b0\u5728\uff1a\u5b8c\u6574\u7684\u7248\u672c\u65f6\u95f4\u7ebf\uff0c\u968f\u65f6\u56de\u5230\u4efb\u4f55\u8282\u70b9\r\n\r\n---\r\n\r\n### 4\ufe0f\u20e3 \u6807\u7b7e\u3001\u6536\u85cf\u3001\u5206\u7c7b\uff1a\u6587\u4ef6\u7ba1\u7406\uff0c\u4e95\u4e95\u6709\u6761\r\n\r\n\u4e09\u79cd\u7ec4\u7ec7\u7ef4\u5ea6\uff0c\u7075\u6d3b\u7ec4\u5408\uff1a\r\n\r\n- **\ud83c\udff7\ufe0f \u6807\u7b7e\u7cfb\u7edf**\uff1a\u7ed9\u6587\u4ef6\u6253\u6807\u7b7e\uff0c\u8de8\u5206\u7c7b\u5173\u8054\u3002\u652f\u6301\u591a\u6807\u7b7e\u7b5b\u9009\uff0c\u4e00\u4e2a\u6587\u4ef6\u53ef\u4ee5\u5c5e\u4e8e\u591a\u4e2a\u6807\u7b7e\r\n- **\u2b50 \u6536\u85cf\u529f\u80fd**\uff1a\u91cd\u8981\u6587\u4ef6\u4e00\u952e\u6536\u85cf\uff0c\u5feb\u901f\u8bbf\u95ee\uff0c\u4e0d\u4f1a\u88ab\u6df9\u6ca1\u5728\u5217\u8868\u91cc\r\n- **\ud83d\udcc1 \u5206\u7c7b\u7ba1\u7406**\uff1a\u6309\u9879\u76ee\u3001\u6309\u5ba2\u6237\u3001\u6309\u7c7b\u578b\u2014\u2014\u4f60\u8bf4\u4e86\u7b97\u3002\u672a\u5206\u7c7b\u6587\u4ef6\u4e5f\u6709\u5f52\u5c5e\r\n\r\n> \u4ee5\u524d\uff1a50 \u4e2a\u6587\u4ef6\u6392\u6210\u4e00\u6392\uff0c\u627e\u5230\u76ee\u6807\u9760\u8fd0\u6c14\r\n> \u73b0\u5728\uff1a\u6807\u7b7e\u7b5b\u9009 + \u5206\u7c7b\u5f52\u6863 + \u6536\u85cf\u7f6e\u9876\uff0c3 \u79d2\u5b9a\u4f4d\r\n\r\n---\r\n\r\n### 5\ufe0f\u20e3 \u591a\u7528\u6237\u7ba1\u7406\uff1a\u56e2\u961f\u534f\u4f5c\u7684\u57fa\u7840\r\n\r\n- **\u89d2\u8272\u7cfb\u7edf**\uff1a`admin` \u548c `user` \u4e24\u79cd\u89d2\u8272\uff0c\u6743\u9650\u5206\u660e\r\n- **\u7528\u6237\u7ba1\u7406\u754c\u9762**\uff1a\u7ba1\u7406\u5458\u53ef\u521b\u5efa\u3001\u7f16\u8f91\u3001\u5220\u9664\u7528\u6237\r\n- **\u6587\u4ef6\u9694\u79bb**\uff1a\u666e\u901a\u7528\u6237\u53ea\u80fd\u770b\u5230\u81ea\u5df1\u7684\u6587\u4ef6\u548c\u516c\u5f00\u6587\u4ef6\uff0c\u7ba1\u7406\u5458\u770b\u5168\u5c40\r\n- **\u7528\u6237\u7ea7 API Token**\uff1a\u6bcf\u4eba\u6700\u591a 10 \u4e2a\u72ec\u7acb Token \uff0c\u683c\u5f0f `jp_` + 32 \u4f4d\u968f\u673a\u4e32\r\n\r\nMCP \u4e5f\u652f\u6301\u7528\u6237\u7ea7 Token \u8ba4\u8bc1\u2014\u2014\u4e0d\u540c\u7528\u6237\u901a\u8fc7\u5404\u81ea\u7684 Token \u8fde\u63a5\uff0c\u6587\u4ef6\u5f52\u5c5e\u81ea\u52a8\u9694\u79bb\u3002\r\n\r\n> \u4ee5\u524d\uff1a\u56e2\u961f\u5171\u7528\u4e00\u4e2a\u8d26\u53f7\uff0c\u8c01\u4f20\u4e86\u4ec0\u4e48\u5206\u4e0d\u6e05\r\n> \u73b0\u5728\uff1a\u6bcf\u4eba\u72ec\u7acb\u8d26\u53f7\uff0cMCP \u81ea\u52a8\u9694\u79bb\uff0c\u5b89\u5168\u53c8\u6e05\u6670\r\n\r\n---\r\n\r\n### 6\ufe0f\u20e3 UI/UX \u5168\u9762\u5347\u7ea7\uff1a\u4e0d\u53ea\u662f\u529f\u80fd\uff0c\u4f53\u9a8c\u4e5f\u8fdb\u5316\u4e86\r\n\r\n- **\ud83d\udcca \u4e0a\u4f20\u8fdb\u5ea6\u6761**\uff1aXHR \u5b9e\u65f6\u8fdb\u5ea6 + \u767e\u5206\u6bd4\u663e\u793a\uff0c\u5927\u6587\u4ef6\u4e0a\u4f20\u4e0d\u518d\u7126\u8651\r\n- **\ud83e\uddb4 \u9aa8\u67b6\u5c4f\u52a0\u8f7d**\uff1a\u5217\u8868\u52a0\u8f7d\u65f6\u663e\u793a\u9aa8\u67b6\u5c4f\uff0c\u544a\u522b\u7a81\u5140\u7684\u767d\u5c4f\u95ea\u70c1\r\n- **\ud83c\udfa8 Badge \u6807\u7b7e**\uff1a\u6587\u4ef6\u7c7b\u578b\uff08 HTML/MD \uff09\u3001\u6743\u9650\u72b6\u6001\uff08\u516c\u5f00/\u79c1\u6709\uff09\u4e00\u76ee\u4e86\u7136\r\n- ** Modal \u5f39\u7a97**\uff1a\u81ea\u5b9a\u4e49 Modal \u66ff\u4ee3\u539f\u751f `prompt/confirm`\uff0c\u98ce\u683c\u7edf\u4e00\r\n- **\ud83d\udd04 iframe Loading Spinner**\uff1a\u9884\u89c8\u9875\u9762\u52a0\u8f7d\u4e2d\u663e\u793a\u65cb\u8f6c\u6307\u793a\u5668\r\n- **\ud83d\udcf1 \u79fb\u52a8\u7aef\u4f18\u5316**\uff1aToast \u5e95\u90e8\u5c45\u4e2d\uff0c\u9884\u89c8\u9875\u7d27\u51d1\u6a21\u5f0f\uff0c\u89e6\u6478\u53cb\u597d\r\n- **\ud83e\uded9 \u7a7a\u72b6\u6001\u5f15\u5bfc**\uff1a\u6ca1\u6709\u6587\u4ef6\u65f6\u663e\u793a CTA \u6309\u94ae\uff0c\u5f15\u5bfc\u7528\u6237\u5f00\u59cb\u4e0a\u4f20\r\n\r\n---\r\n\r\n## \ud83d\udee1\ufe0f \u5b89\u5168\u52a0\u56fa\r\n\r\nv1.3 \u5728\u5b89\u5168\u5c42\u9762\u505a\u4e86\u591a\u9879\u589e\u5f3a\uff1a\r\n\r\n- **CSP \u7b56\u7565**\uff1a\u4e3b\u9875\u9762\u542f\u7528 Content-Security-Policy \uff0c\u6e32\u67d3\u7aef\u70b9\u6309\u9700\u8df3\u8fc7\r\n- **iframe Sandbox \u52a0\u5f3a**\uff1a\u79fb\u9664 `allow-same-origin`\uff0c\u8fdb\u4e00\u6b65\u9694\u79bb\u6e32\u67d3\u5185\u5bb9\r\n- **Mermaid \u5b89\u5168\u7b49\u7ea7**\uff1a`securityLevel` \u8bbe\u4e3a `strict`\uff0c\u9632\u6b62 SVG \u6ce8\u5165\r\n- **MCP \u8ba4\u8bc1\u9694\u79bb**\uff1aToken \u8ba4\u8bc1\u4e0d\u518d\u521b\u5efa session \uff0c\u907f\u514d\u4f1a\u8bdd\u6c61\u67d3\r\n- **ZIP \u5b89\u5168\u9632\u62a4**\uff1aZip Slip \u8def\u5f84\u7a7f\u8d8a\u68c0\u6d4b\u3001\u81a8\u80c0\u70b8\u5f39\u9650\u5236\u3001Symlink \u62e6\u622a\r\n\r\n---\r\n\r\n## \ud83d\udcca MCP \u534f\u8bae\u6269\u5c55\r\n\r\nMCP Tools \u4ece 6 \u4e2a\u6269\u5c55\u5230 **15 \u4e2a**\uff0c\u65b0\u589e\uff1a\r\n\r\n| \u7c7b\u522b | \u65b0\u589e\u5de5\u5177 |\r\n|---|---|\r\n| **\u7248\u672c\u7ba1\u7406** | `list_file_versions`\u3001`restore_file_version` |\r\n| **\u6807\u7b7e\u7ba1\u7406** | `list_tags`\u3001`add_tags_to_file` |\r\n| **\u6536\u85cf\u7ba1\u7406** | `star_file`\u3001`unstar_file` |\r\n| **\u5206\u7c7b\u7ba1\u7406** | `list_categories`\u3001`create_category`\u3001`set_file_category` |\r\n\r\n`upload_file` \u5de5\u5177\u4e5f\u589e\u5f3a\u4e86\u2014\u2014\u652f\u6301 base64 \u7f16\u7801\u7684 ZIP \u4e0a\u4f20\u3001\u8986\u76d6\u6307\u5b9a\u6587\u4ef6\u3001\u6dfb\u52a0\u6807\u7b7e\u548c\u5206\u7c7b\uff0c\u4e00\u6b21\u8c03\u7528\u5b8c\u6210\u5168\u90e8\u64cd\u4f5c\u3002\r\n\r\n---\r\n\r\n## \ud83c\udfd7\ufe0f \u6280\u672f\u57fa\u7840\u8bbe\u65bd\r\n\r\n- **\u6570\u636e\u5e93\u8fc1\u79fb\u7cfb\u7edf**\uff1a\u6b63\u5f0f\u7684 Migration Runner \uff0c\u542f\u52a8\u65f6\u81ea\u52a8\u6267\u884c\u672a\u5e94\u7528\u7684\u8fc1\u79fb\uff0c\u5347\u7ea7\u65e0\u611f\r\n- **\u7ed3\u6784\u5316\u65e5\u5fd7**\uff1aJSON Lines \u683c\u5f0f\u8f93\u51fa\uff0c`logger.info/warn/error/audit` \u56db\u4e2a\u7ea7\u522b\uff0cDocker `logs` \u76f4\u63a5\u770b\uff0c12-factor \u6807\u51c6\u5b9e\u8df5\r\n- **\u8bbe\u7f6e\u83dc\u5355\u5206\u7ec4**\uff1a\u524d\u7aef\u8bbe\u7f6e\u83dc\u5355\u6309\u529f\u80fd\u5206\u7ec4\uff0c\u7ed3\u6784\u66f4\u6e05\u6670\r\n\r\n---\r\n\r\n## \ud83c\udfaf \u5b9e\u6218\u573a\u666f\uff1a\u4ece\u60f3\u6cd5\u5230\u94fe\u63a5\uff0c\u4e00\u53e5\u8bdd\u641e\u5b9a\r\n\r\nv1.3 \u7684\u529f\u80fd\u4e0d\u662f\u5b64\u7acb\u7684\u2014\u2014\u914d\u5408\u5373\u9875\u7684 Claude Code Skill \uff08 jpage-upload \uff09\uff0c\u6574\u4e2a\u6d41\u7a0b\u53ef\u4ee5\u53d8\u6210\u4e00\u53e5\u8bdd\u7684\u4e8b\uff1a\r\n\r\n### \u4ea7\u54c1\u7ecf\u7406\uff1a\u539f\u578b\u56fe\u79d2\u51fa\uff0c\u4e0d\u7528\u7b49\u8bbe\u8ba1\u5e08\r\n\r\n> \u300c\u5e2e\u6211\u505a\u4e00\u4e2a\u7535\u5546\u9996\u9875\u539f\u578b\uff0c\u9876\u90e8\u641c\u7d22\u680f\u3001\u4e2d\u90e8\u5546\u54c1\u7011\u5e03\u6d41\u3001\u5e95\u90e8\u5bfc\u822a\u680f\u300d\r\n\r\nClaude Code \u751f\u6210\u5b8c\u6574 HTML \u2192 \u81ea\u52a8\u4e0a\u4f20\u5373\u9875 \u2192 \u8fd4\u56de\u77ed\u94fe\u63a5 \u2192 \u76f4\u63a5\u7529\u5230\u4ea7\u54c1\u7fa4\u91cc\u3002\u4ea4\u4e92\u53ef\u70b9\u51fb\uff0c\u5e03\u5c40\u53ef\u8c03\u6574\uff0c\u8bc4\u5ba1\u6548\u7387\u7ffb\u500d\u3002\r\n\r\n\u4e0d\u7528 Figma \u753b\u534a\u5929\uff0c\u4e0d\u7528\u622a\u56fe\u53d1\u5fae\u4fe1\u2014\u2014**\u539f\u578b\u76f4\u63a5\u5728\u7ebf\u53ef\u4ea4\u4e92**\u3002\r\n\r\n### \u6570\u636e\u5206\u6790\u5e08\uff1a\u62a5\u544a\u5373\u51fa\u5373\u5206\u4eab\r\n\r\n> \u300c\u6839\u636e\u8fd9\u4efd CSV \u751f\u6210\u4e00\u4efd\u9500\u552e\u6570\u636e\u5206\u6790\u4eea\u8868\u677f\uff0c\u5e26\u6298\u7ebf\u56fe\u548c\u997c\u56fe\u300d\r\n\r\nAI \u751f\u6210\u5e26 Chart.js \u7684\u5b8c\u6574 HTML \u62a5\u544a \u2192 \u4e0a\u4f20\u5373\u9875 \u2192 \u81ea\u52a8\u6253\u4e0a\u300c\u62a5\u544a\u300d\u300c Q3 \u300d\u6807\u7b7e \u2192 \u5f52\u5165\u300c\u6570\u636e\u5206\u6790\u300d\u5206\u7c7b \u2192 \u77ed\u94fe\u63a5\u53d1\u90ae\u4ef6\u3002\r\n\r\n\u56fe\u8868\u53ef\u4ea4\u4e92\uff0c\u6570\u636e\u53ef\u7b5b\u9009\uff0c**\u4e0d\u662f\u622a\u56fe\uff0c\u662f\u6d3b\u7684\u62a5\u544a**\u3002\r\n\r\n### \u6280\u672f\u5199\u4f5c\u8005\uff1aMarkdown \u589e\u5f3a\u6e32\u67d3\uff0c\u516c\u5f0f\u56fe\u8868\u4e0d\u5d29\r\n\r\n> \u300c\u5199\u4e00\u4efd\u5fae\u670d\u52a1\u67b6\u6784\u8bbe\u8ba1\u6587\u6863\uff0c\u5305\u542b\u65f6\u5e8f\u56fe\u548c\u5173\u952e\u516c\u5f0f\u300d\r\n\r\nMarkdown \u6587\u6863\u81ea\u52a8\u4e0a\u4f20\uff0cMermaid \u65f6\u5e8f\u56fe\u5b8c\u7f8e\u6e32\u67d3\uff0cKaTeX \u6570\u5b66\u516c\u5f0f\u539f\u6837\u5c55\u793a\u3002\u7248\u672c\u5386\u53f2\u81ea\u52a8\u8bb0\u5f55\u6bcf\u6b21\u4fee\u6539\u2014\u2014**\u6587\u6863\u5373\u4ee3\u7801\uff0c\u7248\u672c\u53ef\u8ffd\u6eaf**\u3002\r\n\r\n### \u524d\u7aef\u5f00\u53d1\u8005\uff1aDemo \u79d2\u5206\u4eab\uff0c\u4e0d\u7528\u90e8\u7f72\r\n\r\n> \u300c\u505a\u4e00\u4e2a\u5e26\u52a8\u753b\u7684\u767b\u5f55\u9875 Demo \u300d\r\n\r\nZIP \u5305\u4e0a\u4f20\u2014\u2014HTML + CSS + JS + \u56fe\u7247\u8d44\u6e90\u4e00\u952e\u6253\u5305\uff0c\u4e0a\u4f20\u540e\u81ea\u52a8\u89e3\u538b\uff0c\u8d44\u6e90\u8def\u5f84\u81ea\u52a8\u5904\u7406\u3002\u77ed\u94fe\u63a5\u53d1 PM \uff0c**30 \u79d2\u4ece\u4ee3\u7801\u5230\u53ef\u9884\u89c8\u9875\u9762**\u3002\r\n\r\n---\r\n\r\n**\u4e00\u53e5\u8bdd\u603b\u7ed3\uff1a\u88c5\u4e0a\u5373\u9875 Skill \u540e\uff0c\u4f60\u548c AI \u7684\u5bf9\u8bdd\u5c31\u662f\u4f60\u7684\u300c\u53d1\u5e03\u5de5\u4f5c\u6d41\u300d\u3002**\r\n\r\n\u751f\u6210 \u2192 \u4e0a\u4f20 \u2192 \u5206\u7c7b \u2192 \u6807\u7b7e \u2192 \u77ed\u94fe\u63a5\u5206\u4eab\uff0c\u5168\u7a0b\u96f6\u624b\u52a8\u64cd\u4f5c\u3002\r\n\r\n---\r\n\r\n## \ud83c\udf1f \u8c01\u6700\u9002\u5408\u5347\u7ea7\uff1f\r\n\r\n| \u5982\u679c\u4f60\u2026 | v1.3 \u5e26\u7ed9\u4f60\u7684\u4ef7\u503c |\r\n|---|---|\r\n| \u7ecf\u5e38\u5206\u4eab\u94fe\u63a5\u7ed9\u5ba2\u6237/\u540c\u4e8b | \u77ed\u94fe\u63a5\u66f4\u4e13\u4e1a\uff0c\u4e0d\u518d\u66b4\u9732\u5185\u90e8\u7ed3\u6784 |\r\n| \u7528 AI \u751f\u6210\u5b8c\u6574\u7684 HTML \u9879\u76ee | ZIP \u4e0a\u4f20\u4e00\u6b21\u641e\u5b9a\uff0c\u8d44\u6e90\u8def\u5f84\u81ea\u52a8\u5904\u7406 |\r\n| \u6587\u4ef6\u8d8a\u6765\u8d8a\u591a\uff0c\u7ba1\u7406\u6df7\u4e71 | \u6807\u7b7e + \u5206\u7c7b + \u6536\u85cf\uff0c\u4e09\u7ef4\u5ea6\u7ec4\u7ec7 |\r\n| \u56e2\u961f\u591a\u4eba\u4f7f\u7528\u5373\u9875 | \u72ec\u7acb\u8d26\u53f7 + Token \u9694\u79bb\uff0c\u5404\u7ba1\u5404\u7684 |\r\n| \u7ecf\u5e38\u8986\u76d6\u66f4\u65b0\u6587\u4ef6 | \u7248\u672c\u5386\u53f2\u515c\u5e95\uff0c\u968f\u65f6\u56de\u6eda |\r\n| \u7528 MCP \u5bf9\u63a5 AI \u5de5\u5177 | 15 \u4e2a Tools \u8986\u76d6\u5168\u751f\u547d\u5468\u671f |\r\n\r\n---\r\n\r\n## \ud83d\udcca \u4e0e\u5e38\u89c1\u65b9\u6848\u5bf9\u6bd4\uff08 v1.3 \u66f4\u65b0\u7248\uff09\r\n\r\n| \u7ef4\u5ea6 | \u5373\u9875 v1.3 | GitHub Gist | \u8bed\u96c0/Notion | Vercel |\r\n|---|---|---|---|---|\r\n| HTML \u5b8c\u6574\u6e32\u67d3 | \u2705 | \u274c \u4ec5\u4ee3\u7801 | \u274c \u4ec5\u5d4c\u5165 | \u2705 |\r\n| Markdown \u589e\u5f3a | \u2705 \u9ad8\u4eae+\u516c\u5f0f+\u56fe\u8868 | \u274c | \u26a0\ufe0f \u57fa\u7840 | \u274c |\r\n| \u81ea\u6258\u7ba1 | \u2705 Docker \u4e00\u952e | \u274c | \u274c | \u274c |\r\n| MCP \u539f\u751f\u652f\u6301 | \u2705 15 \u4e2a Tools | \u274c | \u274c | \u274c |\r\n| ZIP \u7f51\u7ad9\u5305\u4e0a\u4f20 | \u2705 \u81ea\u52a8\u89e3\u538b\u9884\u89c8 | \u274c | \u274c | \u26a0\ufe0f \u9700\u4ed3\u5e93 |\r\n| \u7248\u672c\u5386\u53f2 | \u2705 \u67e5\u770b/\u6062\u590d/\u5220\u9664 | \u2705 Git \u7248\u672c | \u2705 | \u2705 Git \u7248\u672c |\r\n| \u6587\u4ef6\u7ec4\u7ec7 | \u2705 \u6807\u7b7e+\u5206\u7c7b+\u6536\u85cf | \u26a0\ufe0f \u4ec5\u6807\u7b7e | \u2705 | \u26a0\ufe0f \u4ed3\u5e93\u7ec4\u7ec7 |\r\n| \u77ed\u94fe\u63a5 | \u2705 `/s/:key` | \u2705 | \u2705 | \u26a0\ufe0f \u9700\u914d\u7f6e |\r\n| \u591a\u7528\u6237 | \u2705 \u89d2\u8272\u9694\u79bb | \u274c | \u2705 | \u26a0\ufe0f \u56e2\u961f\u7248 |\r\n| \u4e0a\u624b\u95e8\u69db | \ud83d\udfe2 \u6781\u4f4e | \ud83d\udfe1 \u4e2d | \ud83d\udfe1 \u4e2d | \ud83d\udd34 \u9ad8 |\r\n\r\n---\r\n\r\n## \ud83c\udfd7\ufe0f \u5347\u7ea7\u6307\u5357\r\n\r\n\u5df2\u7ecf\u90e8\u7f72\u4e86\u5373\u9875\uff1f\u5347\u7ea7\u975e\u5e38\u7b80\u5355\uff1a\r\n\r\n```bash\r\ncd jpage\r\ngit pull\r\ndocker-compose up -d --build\r\n```\r\n\r\nMigration Runner \u4f1a\u81ea\u52a8\u5904\u7406\u6570\u636e\u5e93\u5347\u7ea7\uff0c\u5df2\u6709\u6587\u4ef6\u81ea\u52a8\u8865\u751f\u6210\u77ed\u94fe\u63a5\u3002**\u65e0\u9700\u624b\u52a8\u64cd\u4f5c\u3002**\r\n\r\n---\r\n\r\n## \ud83d\udd2e \u4e0b\u4e00\u6b65\u89c4\u5212\r\n\r\n- **\u641c\u7d22\u4e0e\u7b5b\u9009**\uff1a\u6587\u4ef6\u540d/\u5185\u5bb9\u5168\u6587\u641c\u7d22\r\n- **\u6570\u636e\u7edf\u8ba1\u4eea\u8868\u76d8**\uff1a\u5b58\u50a8\u4f7f\u7528\u3001\u6587\u4ef6\u5206\u5e03\u3001\u4e0a\u4f20\u8d8b\u52bf\u53ef\u89c6\u5316\r\n- **\u5b9e\u65f6\u534f\u4f5c\u9884\u89c8**\uff1a\u591a\u4eba\u540c\u65f6\u67e5\u770b\u540c\u4e00\u6587\u4ef6\r\n- **\u66f4\u591a AI \u96c6\u6210**\uff1a\u667a\u80fd\u6458\u8981\u3001\u81ea\u52a8\u6807\u7b7e\u63a8\u8350\r\n\r\n---\r\n\r\n## \ud83c\udf81 \u5f00\u6e90\u514d\u8d39\uff0cMIT \u534f\u8bae\r\n\r\n\u5373\u9875\u91c7\u7528 MIT \u5f00\u6e90\u534f\u8bae\uff0c**\u514d\u8d39\u5546\u7528\u3001\u65e0\u529f\u80fd\u9650\u5236**\u3002\r\n\r\nGitHub \u4ed3\u5e93\uff1a https://github.com/code2rich/jpage\r\n\r\n\u5982\u679c\u4f60\u4e5f\u89c9\u5f97\u300c AI \u751f\u6210\u7684\u7cbe\u7f8e\u5185\u5bb9\u503c\u5f97\u88ab\u5b8c\u6574\u5448\u73b0\u300d\uff0c\u6b22\u8fce Star \u2b50\u3001\u63d0 Issue \u3001\u8d21\u732e\u4ee3\u7801\u3002\r\n\r\n---\r\n\r\n**v1.1 \uff0c\u89e3\u51b3\u4e86\u300c\u80fd\u4e0d\u80fd\u5206\u4eab\u300d\u7684\u95ee\u9898\u3002**\r\n\r\n**v1.2 \uff0c\u89e3\u51b3\u4e86\u300c\u5206\u4eab\u5f97\u597d\u4e0d\u597d\u770b\u300d\u7684\u95ee\u9898\u3002**\r\n\r\n**v1.3 \uff0c\u89e3\u51b3\u4e86\u300c\u5206\u4eab\u4e4b\u540e\u600e\u4e48\u7ba1\u7406\u300d\u7684\u95ee\u9898\u3002**\r\n\r\n\u77ed\u94fe\u63a5\u8ba9\u5206\u4eab\u66f4\u4e13\u4e1a\uff0cZIP \u4e0a\u4f20\u8ba9\u9879\u76ee\u66f4\u5b8c\u6574\uff0c\u7248\u672c\u5386\u53f2\u8ba9\u4fee\u6539\u66f4\u5b89\u5fc3\uff0c\u6807\u7b7e\u5206\u7c7b\u8ba9\u7ba1\u7406\u66f4\u9ad8\u6548\uff0c\u591a\u7528\u6237\u8ba9\u56e2\u961f\u66f4\u534f\u4f5c\u3002\r\n\r\n**\u5373\u9875\uff0c\u4ece\u300c\u5373\u7528\u5373\u8d70\u300d\u8fdb\u5316\u4e3a\u300c\u5373\u7528\u5373\u7ba1\u7406\u300d\u3002**\r\n\r\n---\r\n\r\n*\u62d6\u5165\u6587\u4ef6\uff0c\u5373\u523b\u6210\u9875\u3002*\r\n\r\n*\u5373\u9875\uff0c\u8ba9\u5206\u4eab\u56de\u5f52\u7b80\u5355\u3002*\r\n\r\n---", "content_rendered": "<h1>\u5373\u9875 v1.3 \u6b63\u5f0f\u53d1\u5e03\uff1a\u4ece\u300c\u80fd\u5206\u4eab\u300d\u5230\u300c\u597d\u7ba1\u7406\u300d\uff0c\u4e00\u6b21\u8d28\u7684\u98de\u8dc3</h1>\n<blockquote>\n<p>\u77ed\u94fe\u63a5\u3001ZIP \u7f51\u7ad9\u5305\u3001\u7248\u672c\u5386\u53f2\u3001\u6807\u7b7e\u6536\u85cf\u5206\u7c7b\u3001\u591a\u7528\u6237\u7ba1\u7406\u2014\u2014\u4f60\u7684\u4e2a\u4eba\u5185\u5bb9\u4e2d\u5fc3\uff0c\u6b63\u5f0f\u4e0a\u7ebf</p>\n</blockquote>\n<hr/>\n<h2>\u5148\u56de\u987e\u4e00\u4e0b</h2>\n<p>v1.2 \u6211\u4eec\u5e26\u6765\u4e86 Markdown \u589e\u5f3a\u6e32\u67d3\u3001MCP \u534f\u8bae\u652f\u6301\u3001\u6587\u4ef6\u9690\u79c1\u63a7\u5236\u2014\u2014\u5373\u9875\u89e3\u51b3\u4e86\u300c AI \u751f\u6210\u7684\u5185\u5bb9\u600e\u4e48\u5b8c\u6574\u5206\u4eab\u300d\u7684\u95ee\u9898\u3002</p>\n<p>\u4f46\u5f88\u5feb\uff0c\u65b0\u7684\u75db\u70b9\u6765\u4e86\uff1a</p>\n<ul>\n<li>\u94fe\u63a5\u592a\u957f\uff1a<code>/api/files/42/render</code>\u2014\u2014\u53d1\u7ed9\u5ba2\u6237\u603b\u89c9\u5f97\u4e0d\u591f\u6b63\u5f0f</li>\n<li>\u6574\u7ad9\u9879\u76ee\u6ca1\u6cd5\u4f20\uff1aAI \u751f\u6210\u7684 HTML \u62a5\u544a\u5e26\u4e86\u4e00\u5806 CSS \u3001JS \u3001\u56fe\u7247\uff0c\u53ea\u80fd\u4e00\u4e2a\u4e2a\u6587\u4ef6\u4f20</li>\n<li>\u6587\u4ef6\u591a\u4e86\u627e\u4e0d\u5230\uff1a\u4e0a\u4f20\u4e86 50 \u4efd\u6587\u6863\uff0c\u53ea\u80fd\u9760\u8089\u773c\u7ffb\u5217\u8868</li>\n<li>\u6ca1\u6709\u540e\u6094\u836f\uff1a\u8986\u76d6\u4e0a\u4f20\u540e\u65e7\u7248\u672c\u5c31\u6ca1\u4e86\uff0c\u60f3\u56de\u53bb\uff1f\u6ca1\u95e8</li>\n<li>\u56e2\u961f\u4e0d\u597d\u7528\uff1a\u6240\u6709\u4eba\u5171\u7528\u4e00\u4e2a\u8d26\u53f7\uff0c\u5206\u4e0d\u6e05\u8c01\u4e0a\u4f20\u4e86\u4ec0\u4e48</li>\n</ul>\n<p><strong>v1.3 \uff0c\u4e00\u6b21\u6027\u89e3\u51b3\u8fd9\u4e9b\u95ee\u9898\u3002</strong></p>\n<hr/>\n<h2>\ud83d\ude80 \u516d\u5927\u6838\u5fc3\u66f4\u65b0</h2>\n<h3>1\ufe0f\u20e3 \u77ed\u94fe\u63a5\uff1a\u544a\u522b\u957f URL \uff0c\u5206\u4eab\u66f4\u4e13\u4e1a</h3>\n<p>\u6bcf\u4efd\u6587\u4ef6\u81ea\u52a8\u751f\u6210 8 \u4f4d\u968f\u673a\u77ed\u94fe\u63a5\uff1a</p>\n<pre><code>\u65e7\u94fe\u63a5\uff1a https://jpage.example.com/api/files/42/render\n\u65b0\u94fe\u63a5\uff1a https://jpage.example.com/s/kX9mP2wQ\n</code></pre>\n<ul>\n<li>\u4e0a\u4f20\u5373\u81ea\u52a8\u751f\u6210\uff0c\u65e0\u9700\u624b\u52a8\u64cd\u4f5c</li>\n<li>\u590d\u5236\u94fe\u63a5\u6309\u94ae\u76f4\u63a5\u590d\u5236\u77ed\u94fe\u63a5\u683c\u5f0f</li>\n<li>MCP \u5de5\u5177\u8fd4\u56de\u7684\u4e5f\u662f\u77ed\u94fe\u63a5</li>\n<li>\u5df2\u6709\u6587\u4ef6\u542f\u52a8\u65f6\u81ea\u52a8\u8865\u751f\u6210\uff0c\u5e73\u6ed1\u5347\u7ea7</li>\n</ul>\n<blockquote>\n<p>\u4ee5\u524d\uff1a\u53d1\u94fe\u63a5\u524d\u603b\u5f97\u5220\u6389 <code>/api/files/</code>\uff0c\u6015\u66b4\u9732\u7cfb\u7edf\u7ed3\u6784\n\u73b0\u5728\uff1a\u77ed\u3001\u5e72\u51c0\u3001\u4e13\u4e1a\uff0c\u76f4\u63a5\u53d1</p>\n</blockquote>\n<hr/>\n<h3>2\ufe0f\u20e3 ZIP \u5305\u4e0a\u4f20\uff1a\u6574\u7ad9\u9879\u76ee\uff0c\u4e00\u6b21\u641e\u5b9a</h3>\n<p>\u652f\u6301\u4e24\u79cd\u6a21\u5f0f\uff0c\u81ea\u52a8\u8bc6\u522b\uff1a</p>\n<p><strong>\u7f51\u7ad9\u5305\u6a21\u5f0f</strong>\uff08 ZIP \u5185\u542b <code>index.html</code> + \u8d44\u6e90\u76ee\u5f55\uff09</p>\n<ul>\n<li>\u4e0a\u4f20\u540e\u81ea\u52a8\u89e3\u538b\uff0c\u4f5c\u4e3a\u5b8c\u6574\u9879\u76ee\u9884\u89c8</li>\n<li>\u6ce8\u5165 <code>&lt;base&gt;</code> \u6807\u7b7e\uff0cCSS/JS/\u56fe\u7247\u7b49\u76f8\u5bf9\u8def\u5f84\u81ea\u52a8\u6307\u5411\u8d44\u6e90\u670d\u52a1</li>\n<li>\u8d44\u6e90\u6587\u4ef6\u901a\u8fc7 <code>/api/files/:id/asset/*</code> \u72ec\u7acb\u8bbf\u95ee</li>\n<li>\u9002\u5408\uff1aAI \u751f\u6210\u7684\u5b8c\u6574\u7f51\u7ad9\u3001\u524d\u7aef Demo \u3001\u5e26\u8d44\u6e90\u7684\u9879\u76ee\u62a5\u544a</li>\n</ul>\n<p><strong>\u6279\u91cf\u6587\u4ef6\u6a21\u5f0f</strong>\uff08 ZIP \u5185\u542b\u591a\u4e2a\u72ec\u7acb HTML/MD \uff09</p>\n<ul>\n<li>\u81ea\u52a8\u8bc6\u522b\u5e76\u62c6\u5206\uff0c\u6bcf\u4e2a\u6587\u4ef6\u72ec\u7acb\u521b\u5efa\u8bb0\u5f55</li>\n<li>\u9002\u5408\uff1a\u4e00\u6b21\u6027\u4e0a\u4f20\u591a\u4efd\u6587\u6863</li>\n</ul>\n<p>\u5b89\u5168\u9632\u62a4\u4e5f\u6ca1\u843d\u4e0b\uff1aZip Slip \u8def\u5f84\u7a7f\u8d8a\u68c0\u6d4b\u3001\u81a8\u80c0\u70b8\u5f39\u9650\u5236\u3001Symlink \u62e6\u622a\u3001\u6587\u4ef6\u6570\u91cf\u4e0a\u9650\u3002</p>\n<blockquote>\n<p>\u4ee5\u524d\uff1a\u4e00\u4e2a\u5e26 3 \u5f20\u56fe\u7247\u7684 HTML \u9875\u9762\uff0c\u5f97\u4f20 4 \u6b21\n\u73b0\u5728\uff1a\u6253\u5305\u6210 ZIP \uff0c\u4e00\u6b21\u4e0a\u4f20\uff0c\u5b8c\u6574\u9884\u89c8</p>\n</blockquote>\n<hr/>\n<h3>3\ufe0f\u20e3 \u7248\u672c\u5386\u53f2\uff1a\u8986\u76d6\u4e0d\u518d\u6015\uff0c\u968f\u65f6\u56de\u6eda</h3>\n<p>\u6bcf\u6b21\u8986\u76d6\u4e0a\u4f20\uff0c\u65e7\u7248\u672c\u81ea\u52a8\u5907\u4efd\u5230\u7248\u672c\u5386\u53f2\uff1a</p>\n<ul>\n<li><strong>\u7248\u672c\u5217\u8868</strong>\uff1a\u67e5\u770b\u6240\u6709\u5386\u53f2\u7248\u672c</li>\n<li><strong>\u5185\u5bb9\u67e5\u770b</strong>\uff1a\u67e5\u770b\u4efb\u610f\u7248\u672c\u7684\u539f\u6587\u5185\u5bb9</li>\n<li><strong>\u6e32\u67d3\u9884\u89c8</strong>\uff1a\u76f4\u63a5\u6e32\u67d3\u5386\u53f2\u7248\u672c\uff0c\u6240\u89c1\u5373\u6240\u5f97</li>\n<li><strong>\u4e00\u952e\u6062\u590d</strong>\uff1a\u4e0d\u6ee1\u610f\uff1f\u6062\u590d\u5230\u4efb\u610f\u5386\u53f2\u7248\u672c</li>\n<li><strong>\u7248\u672c\u6e05\u7406</strong>\uff1a\u5220\u9664\u4e0d\u9700\u8981\u7684\u5386\u53f2\u7248\u672c\uff0c\u91ca\u653e\u7a7a\u95f4</li>\n</ul>\n<blockquote>\n<p>\u4ee5\u524d\uff1a\u6539\u574f\u4e86\u5c31\u6539\u574f\u4e86\uff0c\u53ea\u80fd\u91cd\u65b0\u4e0a\u4f20\n\u73b0\u5728\uff1a\u5b8c\u6574\u7684\u7248\u672c\u65f6\u95f4\u7ebf\uff0c\u968f\u65f6\u56de\u5230\u4efb\u4f55\u8282\u70b9</p>\n</blockquote>\n<hr/>\n<h3>4\ufe0f\u20e3 \u6807\u7b7e\u3001\u6536\u85cf\u3001\u5206\u7c7b\uff1a\u6587\u4ef6\u7ba1\u7406\uff0c\u4e95\u4e95\u6709\u6761</h3>\n<p>\u4e09\u79cd\u7ec4\u7ec7\u7ef4\u5ea6\uff0c\u7075\u6d3b\u7ec4\u5408\uff1a</p>\n<ul>\n<li><strong>\ud83c\udff7\ufe0f \u6807\u7b7e\u7cfb\u7edf</strong>\uff1a\u7ed9\u6587\u4ef6\u6253\u6807\u7b7e\uff0c\u8de8\u5206\u7c7b\u5173\u8054\u3002\u652f\u6301\u591a\u6807\u7b7e\u7b5b\u9009\uff0c\u4e00\u4e2a\u6587\u4ef6\u53ef\u4ee5\u5c5e\u4e8e\u591a\u4e2a\u6807\u7b7e</li>\n<li><strong>\u2b50 \u6536\u85cf\u529f\u80fd</strong>\uff1a\u91cd\u8981\u6587\u4ef6\u4e00\u952e\u6536\u85cf\uff0c\u5feb\u901f\u8bbf\u95ee\uff0c\u4e0d\u4f1a\u88ab\u6df9\u6ca1\u5728\u5217\u8868\u91cc</li>\n<li><strong>\ud83d\udcc1 \u5206\u7c7b\u7ba1\u7406</strong>\uff1a\u6309\u9879\u76ee\u3001\u6309\u5ba2\u6237\u3001\u6309\u7c7b\u578b\u2014\u2014\u4f60\u8bf4\u4e86\u7b97\u3002\u672a\u5206\u7c7b\u6587\u4ef6\u4e5f\u6709\u5f52\u5c5e</li>\n</ul>\n<blockquote>\n<p>\u4ee5\u524d\uff1a50 \u4e2a\u6587\u4ef6\u6392\u6210\u4e00\u6392\uff0c\u627e\u5230\u76ee\u6807\u9760\u8fd0\u6c14\n\u73b0\u5728\uff1a\u6807\u7b7e\u7b5b\u9009 + \u5206\u7c7b\u5f52\u6863 + \u6536\u85cf\u7f6e\u9876\uff0c3 \u79d2\u5b9a\u4f4d</p>\n</blockquote>\n<hr/>\n<h3>5\ufe0f\u20e3 \u591a\u7528\u6237\u7ba1\u7406\uff1a\u56e2\u961f\u534f\u4f5c\u7684\u57fa\u7840</h3>\n<ul>\n<li><strong>\u89d2\u8272\u7cfb\u7edf</strong>\uff1a<code>admin</code> \u548c <code>user</code> \u4e24\u79cd\u89d2\u8272\uff0c\u6743\u9650\u5206\u660e</li>\n<li><strong>\u7528\u6237\u7ba1\u7406\u754c\u9762</strong>\uff1a\u7ba1\u7406\u5458\u53ef\u521b\u5efa\u3001\u7f16\u8f91\u3001\u5220\u9664\u7528\u6237</li>\n<li><strong>\u6587\u4ef6\u9694\u79bb</strong>\uff1a\u666e\u901a\u7528\u6237\u53ea\u80fd\u770b\u5230\u81ea\u5df1\u7684\u6587\u4ef6\u548c\u516c\u5f00\u6587\u4ef6\uff0c\u7ba1\u7406\u5458\u770b\u5168\u5c40</li>\n<li><strong>\u7528\u6237\u7ea7 API Token</strong>\uff1a\u6bcf\u4eba\u6700\u591a 10 \u4e2a\u72ec\u7acb Token \uff0c\u683c\u5f0f <code>jp_</code> + 32 \u4f4d\u968f\u673a\u4e32</li>\n</ul>\n<p>MCP \u4e5f\u652f\u6301\u7528\u6237\u7ea7 Token \u8ba4\u8bc1\u2014\u2014\u4e0d\u540c\u7528\u6237\u901a\u8fc7\u5404\u81ea\u7684 Token \u8fde\u63a5\uff0c\u6587\u4ef6\u5f52\u5c5e\u81ea\u52a8\u9694\u79bb\u3002</p>\n<blockquote>\n<p>\u4ee5\u524d\uff1a\u56e2\u961f\u5171\u7528\u4e00\u4e2a\u8d26\u53f7\uff0c\u8c01\u4f20\u4e86\u4ec0\u4e48\u5206\u4e0d\u6e05\n\u73b0\u5728\uff1a\u6bcf\u4eba\u72ec\u7acb\u8d26\u53f7\uff0cMCP \u81ea\u52a8\u9694\u79bb\uff0c\u5b89\u5168\u53c8\u6e05\u6670</p>\n</blockquote>\n<hr/>\n<h3>6\ufe0f\u20e3 UI/UX \u5168\u9762\u5347\u7ea7\uff1a\u4e0d\u53ea\u662f\u529f\u80fd\uff0c\u4f53\u9a8c\u4e5f\u8fdb\u5316\u4e86</h3>\n<ul>\n<li><strong>\ud83d\udcca \u4e0a\u4f20\u8fdb\u5ea6\u6761</strong>\uff1aXHR \u5b9e\u65f6\u8fdb\u5ea6 + \u767e\u5206\u6bd4\u663e\u793a\uff0c\u5927\u6587\u4ef6\u4e0a\u4f20\u4e0d\u518d\u7126\u8651</li>\n<li><strong>\ud83e\uddb4 \u9aa8\u67b6\u5c4f\u52a0\u8f7d</strong>\uff1a\u5217\u8868\u52a0\u8f7d\u65f6\u663e\u793a\u9aa8\u67b6\u5c4f\uff0c\u544a\u522b\u7a81\u5140\u7684\u767d\u5c4f\u95ea\u70c1</li>\n<li><strong>\ud83c\udfa8 Badge \u6807\u7b7e</strong>\uff1a\u6587\u4ef6\u7c7b\u578b\uff08 HTML/MD \uff09\u3001\u6743\u9650\u72b6\u6001\uff08\u516c\u5f00/\u79c1\u6709\uff09\u4e00\u76ee\u4e86\u7136</li>\n<li>** Modal \u5f39\u7a97**\uff1a\u81ea\u5b9a\u4e49 Modal \u66ff\u4ee3\u539f\u751f <code>prompt/confirm</code>\uff0c\u98ce\u683c\u7edf\u4e00</li>\n<li><strong>\ud83d\udd04 iframe Loading Spinner</strong>\uff1a\u9884\u89c8\u9875\u9762\u52a0\u8f7d\u4e2d\u663e\u793a\u65cb\u8f6c\u6307\u793a\u5668</li>\n<li><strong>\ud83d\udcf1 \u79fb\u52a8\u7aef\u4f18\u5316</strong>\uff1aToast \u5e95\u90e8\u5c45\u4e2d\uff0c\u9884\u89c8\u9875\u7d27\u51d1\u6a21\u5f0f\uff0c\u89e6\u6478\u53cb\u597d</li>\n<li><strong>\ud83e\uded9 \u7a7a\u72b6\u6001\u5f15\u5bfc</strong>\uff1a\u6ca1\u6709\u6587\u4ef6\u65f6\u663e\u793a CTA \u6309\u94ae\uff0c\u5f15\u5bfc\u7528\u6237\u5f00\u59cb\u4e0a\u4f20</li>\n</ul>\n<hr/>\n<h2>\ud83d\udee1\ufe0f \u5b89\u5168\u52a0\u56fa</h2>\n<p>v1.3 \u5728\u5b89\u5168\u5c42\u9762\u505a\u4e86\u591a\u9879\u589e\u5f3a\uff1a</p>\n<ul>\n<li><strong>CSP \u7b56\u7565</strong>\uff1a\u4e3b\u9875\u9762\u542f\u7528 Content-Security-Policy \uff0c\u6e32\u67d3\u7aef\u70b9\u6309\u9700\u8df3\u8fc7</li>\n<li><strong>iframe Sandbox \u52a0\u5f3a</strong>\uff1a\u79fb\u9664 <code>allow-same-origin</code>\uff0c\u8fdb\u4e00\u6b65\u9694\u79bb\u6e32\u67d3\u5185\u5bb9</li>\n<li><strong>Mermaid \u5b89\u5168\u7b49\u7ea7</strong>\uff1a<code>securityLevel</code> \u8bbe\u4e3a <code>strict</code>\uff0c\u9632\u6b62 SVG \u6ce8\u5165</li>\n<li><strong>MCP \u8ba4\u8bc1\u9694\u79bb</strong>\uff1aToken \u8ba4\u8bc1\u4e0d\u518d\u521b\u5efa session \uff0c\u907f\u514d\u4f1a\u8bdd\u6c61\u67d3</li>\n<li><strong>ZIP \u5b89\u5168\u9632\u62a4</strong>\uff1aZip Slip \u8def\u5f84\u7a7f\u8d8a\u68c0\u6d4b\u3001\u81a8\u80c0\u70b8\u5f39\u9650\u5236\u3001Symlink \u62e6\u622a</li>\n</ul>\n<hr/>\n<h2>\ud83d\udcca MCP \u534f\u8bae\u6269\u5c55</h2>\n<p>MCP Tools \u4ece 6 \u4e2a\u6269\u5c55\u5230 <strong>15 \u4e2a</strong>\uff0c\u65b0\u589e\uff1a</p>\n<table>\n<thead>\n<tr>\n<th>\u7c7b\u522b</th>\n<th>\u65b0\u589e\u5de5\u5177</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td><strong>\u7248\u672c\u7ba1\u7406</strong></td>\n<td><code>list_file_versions</code>\u3001<code>restore_file_version</code></td>\n</tr>\n<tr>\n<td><strong>\u6807\u7b7e\u7ba1\u7406</strong></td>\n<td><code>list_tags</code>\u3001<code>add_tags_to_file</code></td>\n</tr>\n<tr>\n<td><strong>\u6536\u85cf\u7ba1\u7406</strong></td>\n<td><code>star_file</code>\u3001<code>unstar_file</code></td>\n</tr>\n<tr>\n<td><strong>\u5206\u7c7b\u7ba1\u7406</strong></td>\n<td><code>list_categories</code>\u3001<code>create_category</code>\u3001<code>set_file_category</code></td>\n</tr>\n</tbody></table><p><code>upload_file</code> \u5de5\u5177\u4e5f\u589e\u5f3a\u4e86\u2014\u2014\u652f\u6301 base64 \u7f16\u7801\u7684 ZIP \u4e0a\u4f20\u3001\u8986\u76d6\u6307\u5b9a\u6587\u4ef6\u3001\u6dfb\u52a0\u6807\u7b7e\u548c\u5206\u7c7b\uff0c\u4e00\u6b21\u8c03\u7528\u5b8c\u6210\u5168\u90e8\u64cd\u4f5c\u3002</p>\n<hr/>\n<h2>\ud83c\udfd7\ufe0f \u6280\u672f\u57fa\u7840\u8bbe\u65bd</h2>\n<ul>\n<li><strong>\u6570\u636e\u5e93\u8fc1\u79fb\u7cfb\u7edf</strong>\uff1a\u6b63\u5f0f\u7684 Migration Runner \uff0c\u542f\u52a8\u65f6\u81ea\u52a8\u6267\u884c\u672a\u5e94\u7528\u7684\u8fc1\u79fb\uff0c\u5347\u7ea7\u65e0\u611f</li>\n<li><strong>\u7ed3\u6784\u5316\u65e5\u5fd7</strong>\uff1aJSON Lines \u683c\u5f0f\u8f93\u51fa\uff0c<code><a href=\"http://logger.info/warn/error/audit\" rel=\"nofollow\">logger.info/warn/error/audit</a></code> \u56db\u4e2a\u7ea7\u522b\uff0cDocker <code>logs</code> \u76f4\u63a5\u770b\uff0c12-factor \u6807\u51c6\u5b9e\u8df5</li>\n<li><strong>\u8bbe\u7f6e\u83dc\u5355\u5206\u7ec4</strong>\uff1a\u524d\u7aef\u8bbe\u7f6e\u83dc\u5355\u6309\u529f\u80fd\u5206\u7ec4\uff0c\u7ed3\u6784\u66f4\u6e05\u6670</li>\n</ul>\n<hr/>\n<h2>\ud83c\udfaf \u5b9e\u6218\u573a\u666f\uff1a\u4ece\u60f3\u6cd5\u5230\u94fe\u63a5\uff0c\u4e00\u53e5\u8bdd\u641e\u5b9a</h2>\n<p>v1.3 \u7684\u529f\u80fd\u4e0d\u662f\u5b64\u7acb\u7684\u2014\u2014\u914d\u5408\u5373\u9875\u7684 Claude Code Skill \uff08 jpage-upload \uff09\uff0c\u6574\u4e2a\u6d41\u7a0b\u53ef\u4ee5\u53d8\u6210\u4e00\u53e5\u8bdd\u7684\u4e8b\uff1a</p>\n<h3>\u4ea7\u54c1\u7ecf\u7406\uff1a\u539f\u578b\u56fe\u79d2\u51fa\uff0c\u4e0d\u7528\u7b49\u8bbe\u8ba1\u5e08</h3>\n<blockquote>\n<p>\u300c\u5e2e\u6211\u505a\u4e00\u4e2a\u7535\u5546\u9996\u9875\u539f\u578b\uff0c\u9876\u90e8\u641c\u7d22\u680f\u3001\u4e2d\u90e8\u5546\u54c1\u7011\u5e03\u6d41\u3001\u5e95\u90e8\u5bfc\u822a\u680f\u300d</p>\n</blockquote>\n<p>Claude Code \u751f\u6210\u5b8c\u6574 HTML \u2192 \u81ea\u52a8\u4e0a\u4f20\u5373\u9875 \u2192 \u8fd4\u56de\u77ed\u94fe\u63a5 \u2192 \u76f4\u63a5\u7529\u5230\u4ea7\u54c1\u7fa4\u91cc\u3002\u4ea4\u4e92\u53ef\u70b9\u51fb\uff0c\u5e03\u5c40\u53ef\u8c03\u6574\uff0c\u8bc4\u5ba1\u6548\u7387\u7ffb\u500d\u3002</p>\n<p>\u4e0d\u7528 Figma \u753b\u534a\u5929\uff0c\u4e0d\u7528\u622a\u56fe\u53d1\u5fae\u4fe1\u2014\u2014<strong>\u539f\u578b\u76f4\u63a5\u5728\u7ebf\u53ef\u4ea4\u4e92</strong>\u3002</p>\n<h3>\u6570\u636e\u5206\u6790\u5e08\uff1a\u62a5\u544a\u5373\u51fa\u5373\u5206\u4eab</h3>\n<blockquote>\n<p>\u300c\u6839\u636e\u8fd9\u4efd CSV \u751f\u6210\u4e00\u4efd\u9500\u552e\u6570\u636e\u5206\u6790\u4eea\u8868\u677f\uff0c\u5e26\u6298\u7ebf\u56fe\u548c\u997c\u56fe\u300d</p>\n</blockquote>\n<p>AI \u751f\u6210\u5e26 Chart.js \u7684\u5b8c\u6574 HTML \u62a5\u544a \u2192 \u4e0a\u4f20\u5373\u9875 \u2192 \u81ea\u52a8\u6253\u4e0a\u300c\u62a5\u544a\u300d\u300c Q3 \u300d\u6807\u7b7e \u2192 \u5f52\u5165\u300c\u6570\u636e\u5206\u6790\u300d\u5206\u7c7b \u2192 \u77ed\u94fe\u63a5\u53d1\u90ae\u4ef6\u3002</p>\n<p>\u56fe\u8868\u53ef\u4ea4\u4e92\uff0c\u6570\u636e\u53ef\u7b5b\u9009\uff0c<strong>\u4e0d\u662f\u622a\u56fe\uff0c\u662f\u6d3b\u7684\u62a5\u544a</strong>\u3002</p>\n<h3>\u6280\u672f\u5199\u4f5c\u8005\uff1aMarkdown \u589e\u5f3a\u6e32\u67d3\uff0c\u516c\u5f0f\u56fe\u8868\u4e0d\u5d29</h3>\n<blockquote>\n<p>\u300c\u5199\u4e00\u4efd\u5fae\u670d\u52a1\u67b6\u6784\u8bbe\u8ba1\u6587\u6863\uff0c\u5305\u542b\u65f6\u5e8f\u56fe\u548c\u5173\u952e\u516c\u5f0f\u300d</p>\n</blockquote>\n<p>Markdown \u6587\u6863\u81ea\u52a8\u4e0a\u4f20\uff0cMermaid \u65f6\u5e8f\u56fe\u5b8c\u7f8e\u6e32\u67d3\uff0cKaTeX \u6570\u5b66\u516c\u5f0f\u539f\u6837\u5c55\u793a\u3002\u7248\u672c\u5386\u53f2\u81ea\u52a8\u8bb0\u5f55\u6bcf\u6b21\u4fee\u6539\u2014\u2014<strong>\u6587\u6863\u5373\u4ee3\u7801\uff0c\u7248\u672c\u53ef\u8ffd\u6eaf</strong>\u3002</p>\n<h3>\u524d\u7aef\u5f00\u53d1\u8005\uff1aDemo \u79d2\u5206\u4eab\uff0c\u4e0d\u7528\u90e8\u7f72</h3>\n<blockquote>\n<p>\u300c\u505a\u4e00\u4e2a\u5e26\u52a8\u753b\u7684\u767b\u5f55\u9875 Demo \u300d</p>\n</blockquote>\n<p>ZIP \u5305\u4e0a\u4f20\u2014\u2014HTML + CSS + JS + \u56fe\u7247\u8d44\u6e90\u4e00\u952e\u6253\u5305\uff0c\u4e0a\u4f20\u540e\u81ea\u52a8\u89e3\u538b\uff0c\u8d44\u6e90\u8def\u5f84\u81ea\u52a8\u5904\u7406\u3002\u77ed\u94fe\u63a5\u53d1 PM \uff0c<strong>30 \u79d2\u4ece\u4ee3\u7801\u5230\u53ef\u9884\u89c8\u9875\u9762</strong>\u3002</p>\n<hr/>\n<p><strong>\u4e00\u53e5\u8bdd\u603b\u7ed3\uff1a\u88c5\u4e0a\u5373\u9875 Skill \u540e\uff0c\u4f60\u548c AI \u7684\u5bf9\u8bdd\u5c31\u662f\u4f60\u7684\u300c\u53d1\u5e03\u5de5\u4f5c\u6d41\u300d\u3002</strong></p>\n<p>\u751f\u6210 \u2192 \u4e0a\u4f20 \u2192 \u5206\u7c7b \u2192 \u6807\u7b7e \u2192 \u77ed\u94fe\u63a5\u5206\u4eab\uff0c\u5168\u7a0b\u96f6\u624b\u52a8\u64cd\u4f5c\u3002</p>\n<hr/>\n<h2>\ud83c\udf1f \u8c01\u6700\u9002\u5408\u5347\u7ea7\uff1f</h2>\n<table>\n<thead>\n<tr>\n<th>\u5982\u679c\u4f60\u2026</th>\n<th>v1.3 \u5e26\u7ed9\u4f60\u7684\u4ef7\u503c</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td>\u7ecf\u5e38\u5206\u4eab\u94fe\u63a5\u7ed9\u5ba2\u6237/\u540c\u4e8b</td>\n<td>\u77ed\u94fe\u63a5\u66f4\u4e13\u4e1a\uff0c\u4e0d\u518d\u66b4\u9732\u5185\u90e8\u7ed3\u6784</td>\n</tr>\n<tr>\n<td>\u7528 AI \u751f\u6210\u5b8c\u6574\u7684 HTML \u9879\u76ee</td>\n<td>ZIP \u4e0a\u4f20\u4e00\u6b21\u641e\u5b9a\uff0c\u8d44\u6e90\u8def\u5f84\u81ea\u52a8\u5904\u7406</td>\n</tr>\n<tr>\n<td>\u6587\u4ef6\u8d8a\u6765\u8d8a\u591a\uff0c\u7ba1\u7406\u6df7\u4e71</td>\n<td>\u6807\u7b7e + \u5206\u7c7b + \u6536\u85cf\uff0c\u4e09\u7ef4\u5ea6\u7ec4\u7ec7</td>\n</tr>\n<tr>\n<td>\u56e2\u961f\u591a\u4eba\u4f7f\u7528\u5373\u9875</td>\n<td>\u72ec\u7acb\u8d26\u53f7 + Token \u9694\u79bb\uff0c\u5404\u7ba1\u5404\u7684</td>\n</tr>\n<tr>\n<td>\u7ecf\u5e38\u8986\u76d6\u66f4\u65b0\u6587\u4ef6</td>\n<td>\u7248\u672c\u5386\u53f2\u515c\u5e95\uff0c\u968f\u65f6\u56de\u6eda</td>\n</tr>\n<tr>\n<td>\u7528 MCP \u5bf9\u63a5 AI \u5de5\u5177</td>\n<td>15 \u4e2a Tools \u8986\u76d6\u5168\u751f\u547d\u5468\u671f</td>\n</tr>\n</tbody></table><hr/>\n<h2>\ud83d\udcca \u4e0e\u5e38\u89c1\u65b9\u6848\u5bf9\u6bd4\uff08 v1.3 \u66f4\u65b0\u7248\uff09</h2>\n<table>\n<thead>\n<tr>\n<th>\u7ef4\u5ea6</th>\n<th>\u5373\u9875 v1.3</th>\n<th>GitHub Gist</th>\n<th>\u8bed\u96c0/Notion</th>\n<th>Vercel</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td>HTML \u5b8c\u6574\u6e32\u67d3</td>\n<td>\u2705</td>\n<td>\u274c \u4ec5\u4ee3\u7801</td>\n<td>\u274c \u4ec5\u5d4c\u5165</td>\n<td>\u2705</td>\n</tr>\n<tr>\n<td>Markdown \u589e\u5f3a</td>\n<td>\u2705 \u9ad8\u4eae+\u516c\u5f0f+\u56fe\u8868</td>\n<td>\u274c</td>\n<td>\u26a0\ufe0f \u57fa\u7840</td>\n<td>\u274c</td>\n</tr>\n<tr>\n<td>\u81ea\u6258\u7ba1</td>\n<td>\u2705 Docker \u4e00\u952e</td>\n<td>\u274c</td>\n<td>\u274c</td>\n<td>\u274c</td>\n</tr>\n<tr>\n<td>MCP \u539f\u751f\u652f\u6301</td>\n<td>\u2705 15 \u4e2a Tools</td>\n<td>\u274c</td>\n<td>\u274c</td>\n<td>\u274c</td>\n</tr>\n<tr>\n<td>ZIP \u7f51\u7ad9\u5305\u4e0a\u4f20</td>\n<td>\u2705 \u81ea\u52a8\u89e3\u538b\u9884\u89c8</td>\n<td>\u274c</td>\n<td>\u274c</td>\n<td>\u26a0\ufe0f \u9700\u4ed3\u5e93</td>\n</tr>\n<tr>\n<td>\u7248\u672c\u5386\u53f2</td>\n<td>\u2705 \u67e5\u770b/\u6062\u590d/\u5220\u9664</td>\n<td>\u2705 Git \u7248\u672c</td>\n<td>\u2705</td>\n<td>\u2705 Git \u7248\u672c</td>\n</tr>\n<tr>\n<td>\u6587\u4ef6\u7ec4\u7ec7</td>\n<td>\u2705 \u6807\u7b7e+\u5206\u7c7b+\u6536\u85cf</td>\n<td>\u26a0\ufe0f \u4ec5\u6807\u7b7e</td>\n<td>\u2705</td>\n<td>\u26a0\ufe0f \u4ed3\u5e93\u7ec4\u7ec7</td>\n</tr>\n<tr>\n<td>\u77ed\u94fe\u63a5</td>\n<td>\u2705 <code>/s/:key</code></td>\n<td>\u2705</td>\n<td>\u2705</td>\n<td>\u26a0\ufe0f \u9700\u914d\u7f6e</td>\n</tr>\n<tr>\n<td>\u591a\u7528\u6237</td>\n<td>\u2705 \u89d2\u8272\u9694\u79bb</td>\n<td>\u274c</td>\n<td>\u2705</td>\n<td>\u26a0\ufe0f \u56e2\u961f\u7248</td>\n</tr>\n<tr>\n<td>\u4e0a\u624b\u95e8\u69db</td>\n<td>\ud83d\udfe2 \u6781\u4f4e</td>\n<td>\ud83d\udfe1 \u4e2d</td>\n<td>\ud83d\udfe1 \u4e2d</td>\n<td>\ud83d\udd34 \u9ad8</td>\n</tr>\n</tbody></table><hr/>\n<h2>\ud83c\udfd7\ufe0f \u5347\u7ea7\u6307\u5357</h2>\n<p>\u5df2\u7ecf\u90e8\u7f72\u4e86\u5373\u9875\uff1f\u5347\u7ea7\u975e\u5e38\u7b80\u5355\uff1a</p>\n<pre><code class=\"language-bash\">cd jpage\ngit pull\ndocker-compose up -d --build\n</code></pre>\n<p>Migration Runner \u4f1a\u81ea\u52a8\u5904\u7406\u6570\u636e\u5e93\u5347\u7ea7\uff0c\u5df2\u6709\u6587\u4ef6\u81ea\u52a8\u8865\u751f\u6210\u77ed\u94fe\u63a5\u3002<strong>\u65e0\u9700\u624b\u52a8\u64cd\u4f5c\u3002</strong></p>\n<hr/>\n<h2>\ud83d\udd2e 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rel=\"nofollow\">https://github.com/code2rich/jpage</a></p>\n<p>\u5982\u679c\u4f60\u4e5f\u89c9\u5f97\u300c AI \u751f\u6210\u7684\u7cbe\u7f8e\u5185\u5bb9\u503c\u5f97\u88ab\u5b8c\u6574\u5448\u73b0\u300d\uff0c\u6b22\u8fce Star \u2b50\u3001\u63d0 Issue \u3001\u8d21\u732e\u4ee3\u7801\u3002</p>\n<hr/>\n<p><strong>v1.1 \uff0c\u89e3\u51b3\u4e86\u300c\u80fd\u4e0d\u80fd\u5206\u4eab\u300d\u7684\u95ee\u9898\u3002</strong></p>\n<p><strong>v1.2 \uff0c\u89e3\u51b3\u4e86\u300c\u5206\u4eab\u5f97\u597d\u4e0d\u597d\u770b\u300d\u7684\u95ee\u9898\u3002</strong></p>\n<p><strong>v1.3 \uff0c\u89e3\u51b3\u4e86\u300c\u5206\u4eab\u4e4b\u540e\u600e\u4e48\u7ba1\u7406\u300d\u7684\u95ee\u9898\u3002</strong></p>\n<p>\u77ed\u94fe\u63a5\u8ba9\u5206\u4eab\u66f4\u4e13\u4e1a\uff0cZIP 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1780931368, "title": "iPad \u7528\u6dd8\u5b9d\u4f1a\u88ab\u5c01\u662f\u4ec0\u4e48\u539f\u56e0\uff1f", "url": "https://www.v2ex.com/t/1218883", "created": 1780929261, "deleted": 0, "content": "\u4eca\u5929\u672c\u6765\u7528\u624b\u673a\u770b\u6b63\u5e38\uff0c\u5728 iPad \u4e0a\u5237\u4e86\u4e00\u4f1a\u76f4\u63a5\u88ab\u5c01\u53f7\u3002\u6211\u4ee5\u4e3a\u662f\u6211\u624b\u673a\u95ee\u9898\u3002\u5c31\u6362\u4e86\u4e2a\u53f7\u548c\u624b\u673a\uff0c\u624b\u673a\u4e0a\u7528\u7740\u90fd\u6b63\u5e38\uff0c\u7136\u540e\u7528 iPad \u4e00\u767b\u5f55\u53c8\u88ab\u79d2\u5c01\u3002\u8fde\u5ba2\u670d\u7533\u8ff0\u7684\u5165\u53e3\u4e5f\u8fdb\u4e0d\u53bb\u3002\r\n\u662f\u4e0d\u662f\u6dd8\u5b9d\u628a iPad \u5f53\u6210\u6ca1 sim \u7684 iPhone \u7ed9\u5c01\u7981\u4e86\u3002\r\n\u8fd9\u4e2a iPad 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"title_alternative": "Create", "avatar_mini": "https://cdn.v2ex.com/navatar/70ef/df2e/17_mini.png?m=1660301119", "stars": 6065, "founder_id": 0, "aliases": [], "root": false, "id": 17, "parent_node_name": "geek"}, "member": {"id": 165745, "username": "WhiteMind", "url": "https://www.v2ex.com/u/WhiteMind", "website": "", "twitter": "", "psn": "", "github": "WhiteMinds", "btc": "", "location": "", "tagline": "", "bio": "", "avatar_mini": "https://cdn.v2ex.com/gravatar/6a9f1c47e73be65af06f568c4a7e6281?s=24&d=retro", "avatar_normal": "https://cdn.v2ex.com/gravatar/6a9f1c47e73be65af06f568c4a7e6281?s=48&d=retro", "avatar_large": "https://cdn.v2ex.com/gravatar/6a9f1c47e73be65af06f568c4a7e6281?s=73&d=retro", "created": 1459420898, "last_modified": 1733732591, "pro": 0}, "last_reply_by": "WhiteMind", "last_touched": 1780928885, "title": "\u505a\u4e86\u4e00\u4e2a macOS \u5c0f\u5de5\u5177\uff1a\u7528 Cmd+` \u5728\u5f53\u524d App \u7684\u7a97\u53e3\u4e4b\u95f4\u5207\u6362", "url": "https://www.v2ex.com/t/1218880", "created": 1780928453, "deleted": 0, "content": "\u6700\u8fd1\u505a\u4e86\u4e00\u4e2a\u5f88\u5c0f\u7684 macOS \u539f\u751f\u5de5\u5177\uff0c\u53eb WindowCycle\uff1a\r\n\r\nhttps://github.com/WhiteMinds/window-cycle\r\n\r\n\u5b83\u53ea\u89e3\u51b3\u4e00\u4e2a\u95ee\u9898\uff1a\u5728\u5f53\u524d\u6700\u524d\u53f0 App \u7684\u591a\u4e2a\u7a97\u53e3\u4e4b\u95f4\u5207\u6362\u3002\r\n\r\n\u5feb\u6377\u952e\u662f\uff1a\r\n\r\n- Cmd + `\uff1a\u5207\u5230\u4e0b\u4e00\u4e2a\u7a97\u53e3\r\n- Cmd + Shift + `\uff1a\u5207\u5230\u4e0a\u4e00\u4e2a\u7a97\u53e3\r\n\r\n\u9002\u7528\u573a\u666f\u5927\u6982\u662f\uff1a\u540c\u4e00\u4e2a IDE \u3001\u6d4f\u89c8\u5668\u3001Terminal \u3001Finder \u5f00\u4e86\u5f88\u591a\u7a97\u53e3\uff0c\u7ecf\u5e38\u9700\u8981\u5728\u8fd9\u4e9b\u7a97\u53e3\u4e4b\u95f4\u6765\u56de\u5207\u3002Cmd+Tab \u662f\u5207 App 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\u5f00\u53d1\u7684\u9762\u5411\u8f6f\u4ef6\u5de5\u7a0b\u7684\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\uff0c\u80fd\u591f\u5c06\u81ea\u7136\u8bed\u8a00\u6307\u4ee4\u8f6c\u6362\u4e3a\u53ef\u6267\u884c\u4ee3\u7801\uff0c\u5e76\u534f\u52a9\u5b8c\u6210\u591a\u79cd\u7f16\u7a0b\u4efb\u52a1\u3002", "title_alternative": "Codex", "avatar_mini": "https://cdn.v2ex.com/navatar/4f28/4803/1187_mini.png?m=1773123999", "stars": 124, "founder_id": 559063, "aliases": [], "root": false, "id": 1187, "parent_node_name": null}, "member": {"id": 81952, "username": "w88975", "url": "https://www.v2ex.com/u/w88975", "website": "http://www.codesama.com", "twitter": "", "psn": "", "github": "", "btc": "", "location": "", "tagline": "", "bio": "", "avatar_mini": "https://cdn.v2ex.com/avatar/34cd/d008/81952_mini.png?m=1678724180", "avatar_normal": "https://cdn.v2ex.com/avatar/34cd/d008/81952_normal.png?m=1678724180", "avatar_large": "https://cdn.v2ex.com/avatar/34cd/d008/81952_large.png?m=1678724180", "created": 1416158551, "last_modified": 1678724180, "pro": 0}, "last_reply_by": "lxsy", "last_touched": 1780917392, "title": "Codex \u989d\u5ea6\u7a81\u7136\u53d8\u4e3a 0 \u4e86.", "url": "https://www.v2ex.com/t/1218879", "created": 1780928192, "deleted": 0, "content": "codex \u6700\u8fd1\u989d\u5ea6\u6d88\u8017\u7684\u6709\u70b9\u5feb, \u4e0d\u8fc7\u4e5f\u6ca1\u5728\u610f\r\n\r\n\u4f46\u662f\u4eca\u5929\u4e0b\u73ed\u524d, \u6211\u770b\u6211\u7684 codex \u989d\u5ea6, \u4ee5\u53ca 5 \u5c0f\u65f6\u989d\u5ea6, \u90fd\u8fd8\u5269\u4f59\u7279\u522b\u591a.\r\n\r\n\u665a\u4e0a\u5403\u5b8c\u996d\u56de\u5bb6, \u6253\u5f00\u7535\u8111, 5 \u5c0f\u65f6\u989d\u5ea6\u7a81\u7136\u53d8\u4e3a 0 \u4e86, \u5468\u989d\u5ea6\u53ea\u5269 14%\u4e86, \u8fd9\u671f\u95f4\u5565\u4e5f\u6ca1\u5e72. \u7535\u8111\u4e5f\u6ca1\u5f00\u8fc7\u673a, \u662f BUG \u5417?", "content_rendered": "codex \u6700\u8fd1\u989d\u5ea6\u6d88\u8017\u7684\u6709\u70b9\u5feb, \u4e0d\u8fc7\u4e5f\u6ca1\u5728\u610f<br /><br />\u4f46\u662f\u4eca\u5929\u4e0b\u73ed\u524d, \u6211\u770b\u6211\u7684 codex \u989d\u5ea6, \u4ee5\u53ca 5 \u5c0f\u65f6\u989d\u5ea6, \u90fd\u8fd8\u5269\u4f59\u7279\u522b\u591a.<br /><br />\u665a\u4e0a\u5403\u5b8c\u996d\u56de\u5bb6, \u6253\u5f00\u7535\u8111, 5 \u5c0f\u65f6\u989d\u5ea6\u7a81\u7136\u53d8\u4e3a 0 \u4e86, \u5468\u989d\u5ea6\u53ea\u5269 14%\u4e86, \u8fd9\u671f\u95f4\u5565\u4e5f\u6ca1\u5e72. \u7535\u8111\u4e5f\u6ca1\u5f00\u8fc7\u673a, \u662f BUG \u5417?", "last_modified": 1780928192, "replies": 1, "id": 1218879}, {"node": {"avatar_large": "https://cdn.v2ex.com/navatar/70ef/df2e/17_large.png?m=1660301119", "name": "create", "avatar_normal": "https://cdn.v2ex.com/navatar/70ef/df2e/17_normal.png?m=1660301119", "title": "\u5206\u4eab\u521b\u9020", "url": "https://www.v2ex.com/go/create", "topics": 33745, "footer": "", "header": "\u6b22\u8fce\u4f60\u5728\u8fd9\u91cc\u53d1\u5e03\u81ea\u5df1\u7684\u6700\u65b0\u4f5c\u54c1\uff01", "title_alternative": "Create", "avatar_mini": "https://cdn.v2ex.com/navatar/70ef/df2e/17_mini.png?m=1660301119", "stars": 6065, "founder_id": 0, "aliases": [], "root": false, "id": 17, "parent_node_name": "geek"}, "member": {"id": 673712, "username": "mqx", "url": "https://www.v2ex.com/u/mqx", "website": null, "twitter": "", "psn": "", "github": "ns2250225", "btc": "", "location": null, "tagline": null, "bio": null, "avatar_mini": "https://cdn.v2ex.com/gravatar/d2fea51cc4b1ccccfda234f13763e613?s=24&d=retro", "avatar_normal": "https://cdn.v2ex.com/gravatar/d2fea51cc4b1ccccfda234f13763e613?s=48&d=retro", "avatar_large": "https://cdn.v2ex.com/gravatar/d2fea51cc4b1ccccfda234f13763e613?s=73&d=retro", "created": 1706448829, "last_modified": 1773968182, "pro": 0}, "last_reply_by": "mqx", "last_touched": 1780930889, "title": "Agent \u9152\u9986", "url": "https://www.v2ex.com/t/1218878", "created": 1780928133, "deleted": 0, "content": "\u4f7f\u7528\u8bf4\u660e\uff1a\u5c06 [\u4f7f\u7528\u6280\u80fd\uff1a http://47.107.180.19:3001/skills.md ] \u53d1\u9001\u7ed9\u4efb\u610f agent \u5373\u53ef\u559d\u9152\u7559\u8a00\r\n\r\n\u7f51\u7ad9\u5730\u5740\uff1a http://47.107.180.19:3001/\r\n\r\n\u6b22\u8fce\u6765\u73a9\uff0c\u54c8\u54c8\u54c8", "content_rendered": "<p>\u4f7f\u7528\u8bf4\u660e\uff1a\u5c06 [\u4f7f\u7528\u6280\u80fd\uff1a <a href=\"http://47.107.180.19:3001/skills.md\" rel=\"nofollow\">http://47.107.180.19:3001/skills.md</a> ] \u53d1\u9001\u7ed9\u4efb\u610f agent \u5373\u53ef\u559d\u9152\u7559\u8a00</p>\n<p>\u7f51\u7ad9\u5730\u5740\uff1a <a href=\"http://47.107.180.19:3001/\" rel=\"nofollow\">http://47.107.180.19:3001/</a></p>\n<p>\u6b22\u8fce\u6765\u73a9\uff0c\u54c8\u54c8\u54c8</p>\n", "last_modified": 1780928133, "replies": 3, "id": 1218878}, {"node": {"avatar_large": "https://cdn.v2ex.com/navatar/70ef/df2e/17_large.png?m=1660301119", "name": "create", "avatar_normal": "https://cdn.v2ex.com/navatar/70ef/df2e/17_normal.png?m=1660301119", "title": "\u5206\u4eab\u521b\u9020", "url": "https://www.v2ex.com/go/create", "topics": 33745, "footer": "", "header": "\u6b22\u8fce\u4f60\u5728\u8fd9\u91cc\u53d1\u5e03\u81ea\u5df1\u7684\u6700\u65b0\u4f5c\u54c1\uff01", "title_alternative": "Create", "avatar_mini": "https://cdn.v2ex.com/navatar/70ef/df2e/17_mini.png?m=1660301119", "stars": 6065, "founder_id": 0, "aliases": [], "root": false, "id": 17, "parent_node_name": "geek"}, "member": {"id": 620946, "username": "heyjude1587", "url": "https://www.v2ex.com/u/heyjude1587", "website": "https://mp3to.cc", "twitter": null, "psn": null, "github": null, "btc": null, "location": "", "tagline": "", "bio": "\u6b63\u5728\u5c1d\u8bd5\u72ec\u7acb\u5f00\u53d1\uff0c\u8d70\u5728\u51fa\u6d77\u7684\u8def\u4e0a\u3002\r\n\u56fe\u7247\u3001\u97f3\u9891\u3001\u89c6\u9891\u8f6c\u6362\u7f51\u7ad9: https://freeconvert.cc\r\n\u97f3\u9891\u8f6c\u6362\u7f51\u7ad9: https://mp3to.cc\r\nmp4\u8f6c\u6362\u7f51\u7ad9: https://mp4to.cc", "avatar_mini": "https://cdn.v2ex.com/avatar/d268/fd66/620946_mini.png?m=1751187120", "avatar_normal": "https://cdn.v2ex.com/avatar/d268/fd66/620946_normal.png?m=1751187120", "avatar_large": "https://cdn.v2ex.com/avatar/d268/fd66/620946_large.png?m=1751187120", "avatar_xlarge": "https://cdn.v2ex.com/avatar/d268/fd66/620946_xlarge.png?m=1751187120", "avatar_xxlarge": "https://cdn.v2ex.com/avatar/d268/fd66/620946_xxlarge.png?m=1751187120", "avatar_xxxlarge": "https://cdn.v2ex.com/avatar/d268/fd66/620946_xxxlarge.png?m=1751187120", "created": 1679839464, "last_modified": 1751187120, "pro": 0}, "last_reply_by": "", "last_touched": 1780927232, "title": "\u5206\u4eab\u4e00\u4e2a\u6d4f\u89c8\u5668\u91cc\u7684\u97f3\u9891/\u89c6\u9891\u8f6c\u6362\u5de5\u5177\uff1a MP3to.cc", "url": "https://www.v2ex.com/t/1218877", "created": 1780927292, "deleted": 0, "content": "\u6700\u8fd1\u628a\u4e00\u4e2a\u5c0f\u5de5\u5177\u7ad9\u6574\u7406\u6210\u4e86\u6bd4\u8f83\u5b8c\u6574\u7684\u7248\u672c\uff1aMP3to.cc\r\n\r\n\u94fe\u63a5\uff1a https://mp3to.cc\r\n\r\n\u5b83\u4e3b\u8981\u89e3\u51b3\u4e00\u4e9b\u5f88\u788e\u4f46\u9ad8\u9891\u7684\u97f3\u9891\u5904\u7406\u9700\u6c42\uff1a\r\n\r\n- MP3 / WAV / FLAC / AAC / M4A / OGG \u7b49\u683c\u5f0f\u4e92\u8f6c\r\n- \u4ece MP4 / MOV / AVI \u7b49\u89c6\u9891\u91cc\u63d0\u53d6\u97f3\u9891\r\n- \u97f3\u9891\u538b\u7f29\u3001\u526a\u5207\u3001\u5408\u5e76\u3001\u53cd\u8f6c\u3001\u97f3\u91cf\u8c03\u6574\r\n- \u4e00\u4e9b\u56fe\u7247\u548c\u5b57\u5e55\u7684\u5c0f\u5de5\u5177\u4e5f\u987a\u624b\u653e\u5728\u540c\u4e00\u4e2a\u5de5\u5177\u96c6\u5408\u91cc\r\n\r\n\u505a\u8fd9\u4e2a\u7684\u521d\u8877\u6bd4\u8f83\u7b80\u5355\uff1a\u5f88\u591a\u4e34\u65f6\u97f3\u9891\u5904\u7406\u9700\u6c42\u4e0d\u592a\u503c\u5f97\u5b89\u88c5\u684c\u9762\u8f6f\u4ef6\uff0c\u4e5f\u4e0d\u60f3\u4e3a\u4e86\u8f6c\u4e00\u4e2a\u6587\u4ef6\u6ce8\u518c\u8d26\u53f7\u3002\u73b0\u5728\u6838\u5fc3\u5de5\u5177\u90fd\u53ef\u4ee5\u76f4\u63a5\u5728\u6d4f\u89c8\u5668\u91cc\u4f7f\u7528\uff0c\u9002\u5408\u4e34\u65f6\u5904\u7406\u548c\u4f4e\u9891\u4f46\u521a\u9700\u7684\u573a\u666f\u3002\r\n\r\n\u60f3\u8bf7 V \u53cb\u5e2e\u5fd9\u6311\u523a\uff1a\r\n\r\n1. \u9996\u9875\u662f\u5426\u80fd\u5feb\u901f\u770b\u61c2\u8fd9\u662f\u505a\u4ec0\u4e48\u7684\uff1f\r\n2. \u5de5\u5177\u5165\u53e3\u548c\u547d\u540d\u662f\u5426\u5bb9\u6613\u627e\u5230\uff1f\r\n3. \u79fb\u52a8\u7aef / \u5927\u6587\u4ef6\u573a\u666f\u6709\u6ca1\u6709\u660e\u663e\u4f53\u9a8c\u95ee\u9898\uff1f\r\n4. \u54ea\u4e9b\u97f3\u9891\u5904\u7406\u529f\u80fd\u662f\u4f60\u4f1a\u771f\u5b9e\u7528\u5230\u7684\uff1f\r\n\r\n\u5982\u679c\u4f60\u521a\u597d\u6709\u97f3\u9891/\u89c6\u9891\u8f6c MP3 \u3001MP3 \u8f6c WAV \u3001\u538b\u7f29\u6216\u526a\u5207\u97f3\u9891\u7684\u9700\u6c42\uff0c\u53ef\u4ee5\u8bd5\u4e00\u4e0b\u3002\u4efb\u4f55\u53cd\u9988\u90fd\u6b22\u8fce\uff0c\u5c24\u5176\u662f\u201c\u4e0d\u597d\u7528\u5728\u54ea\u91cc\u201d\u3002", "content_rendered": "<p>\u6700\u8fd1\u628a\u4e00\u4e2a\u5c0f\u5de5\u5177\u7ad9\u6574\u7406\u6210\u4e86\u6bd4\u8f83\u5b8c\u6574\u7684\u7248\u672c\uff1a<a href=\"http://MP3to.cc\" rel=\"nofollow\">MP3to.cc</a></p>\n<p>\u94fe\u63a5\uff1a <a href=\"https://mp3to.cc\" rel=\"nofollow\">https://mp3to.cc</a></p>\n<p>\u5b83\u4e3b\u8981\u89e3\u51b3\u4e00\u4e9b\u5f88\u788e\u4f46\u9ad8\u9891\u7684\u97f3\u9891\u5904\u7406\u9700\u6c42\uff1a</p>\n<ul>\n<li>MP3 / WAV / FLAC / AAC / M4A / OGG \u7b49\u683c\u5f0f\u4e92\u8f6c</li>\n<li>\u4ece MP4 / MOV / AVI \u7b49\u89c6\u9891\u91cc\u63d0\u53d6\u97f3\u9891</li>\n<li>\u97f3\u9891\u538b\u7f29\u3001\u526a\u5207\u3001\u5408\u5e76\u3001\u53cd\u8f6c\u3001\u97f3\u91cf\u8c03\u6574</li>\n<li>\u4e00\u4e9b\u56fe\u7247\u548c\u5b57\u5e55\u7684\u5c0f\u5de5\u5177\u4e5f\u987a\u624b\u653e\u5728\u540c\u4e00\u4e2a\u5de5\u5177\u96c6\u5408\u91cc</li>\n</ul>\n<p>\u505a\u8fd9\u4e2a\u7684\u521d\u8877\u6bd4\u8f83\u7b80\u5355\uff1a\u5f88\u591a\u4e34\u65f6\u97f3\u9891\u5904\u7406\u9700\u6c42\u4e0d\u592a\u503c\u5f97\u5b89\u88c5\u684c\u9762\u8f6f\u4ef6\uff0c\u4e5f\u4e0d\u60f3\u4e3a\u4e86\u8f6c\u4e00\u4e2a\u6587\u4ef6\u6ce8\u518c\u8d26\u53f7\u3002\u73b0\u5728\u6838\u5fc3\u5de5\u5177\u90fd\u53ef\u4ee5\u76f4\u63a5\u5728\u6d4f\u89c8\u5668\u91cc\u4f7f\u7528\uff0c\u9002\u5408\u4e34\u65f6\u5904\u7406\u548c\u4f4e\u9891\u4f46\u521a\u9700\u7684\u573a\u666f\u3002</p>\n<p>\u60f3\u8bf7 V 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"avatar_normal": "https://cdn.v2ex.com/navatar/41ae/36ec/417_normal.png?m=1625409262", "title": "\u8f6f\u4ef6", "url": "https://www.v2ex.com/go/software", "topics": 1069, "footer": "", "header": "\u5173\u4e8e\u8f6f\u4ef6\u4f7f\u7528\u7684\u65e5\u5e38\u8ba8\u8bba", "title_alternative": "Software", "avatar_mini": "https://cdn.v2ex.com/navatar/41ae/36ec/417_mini.png?m=1625409262", "stars": 361, "founder_id": 0, "aliases": [], "root": false, "id": 417, "parent_node_name": "computer"}, "member": {"id": 647336, "username": "LuckPoppy", "url": "https://www.v2ex.com/u/LuckPoppy", "website": null, "twitter": null, "psn": null, "github": null, "btc": null, "location": null, "tagline": null, "bio": null, "avatar_mini": "https://cdn.v2ex.com/gravatar/7e4558c0d73b0fbd7305a538f42400b1?s=24&d=retro", "avatar_normal": "https://cdn.v2ex.com/gravatar/7e4558c0d73b0fbd7305a538f42400b1?s=48&d=retro", "avatar_large": "https://cdn.v2ex.com/gravatar/7e4558c0d73b0fbd7305a538f42400b1?s=73&d=retro", "created": 1693984444, "last_modified": 1693984444, "pro": 0}, "last_reply_by": "", "last_touched": 1780926818, "title": "\u81ea\u505a\u5c0f\u8f6f\u4ef6\u5171\u4eab", "url": "https://www.v2ex.com/t/1218876", "created": 1780926878, "deleted": 0, "content": "\u7f51\u901f\uff1a https://github.com/sunnyhot/NetBar \uff08\u5185\u7f6e\u5f88\u591a\u52a8\u6001\u89d2\u8272\uff0c\u53ef\u4ee5\u968f\u7740\u7f51\u901f\u53d8\u5316\u800c\u53d8\u5316\uff0c\u8fd8\u6709\u968f\u7740\u9f20\u6807\u79fb\u52a8\u773c\u795e\u7684\u773c\u795e\u89d2\u8272\uff09\r\nmac \u8f6f\u4ef6\u4e00\u952e\u5347\u7ea7\uff1a https://github.com/sunnyhot/mac-software-steward\r\n\u79df\u8f66\uff08\u4e00\u55e8+\u795e\u5dde\uff09\u6210\u672c\u6bd4\u8f83\uff1a https://github.com/sunnyhot/car-rental-optimizer\r\n\u6bcf\u65e5\u7406\u8d22\u6536\u76ca\uff1a https://github.com/sunnyhot/qieman-manager-dashboard", "content_rendered": "<p>\u7f51\u901f\uff1a <a href=\"https://github.com/sunnyhot/NetBar\" rel=\"nofollow\">https://github.com/sunnyhot/NetBar</a> \uff08\u5185\u7f6e\u5f88\u591a\u52a8\u6001\u89d2\u8272\uff0c\u53ef\u4ee5\u968f\u7740\u7f51\u901f\u53d8\u5316\u800c\u53d8\u5316\uff0c\u8fd8\u6709\u968f\u7740\u9f20\u6807\u79fb\u52a8\u773c\u795e\u7684\u773c\u795e\u89d2\u8272\uff09\nmac \u8f6f\u4ef6\u4e00\u952e\u5347\u7ea7\uff1a <a href=\"https://github.com/sunnyhot/mac-software-steward\" rel=\"nofollow\">https://github.com/sunnyhot/mac-software-steward</a>\n\u79df\u8f66\uff08\u4e00\u55e8+\u795e\u5dde\uff09\u6210\u672c\u6bd4\u8f83\uff1a <a href=\"https://github.com/sunnyhot/car-rental-optimizer\" rel=\"nofollow\">https://github.com/sunnyhot/car-rental-optimizer</a>\n\u6bcf\u65e5\u7406\u8d22\u6536\u76ca\uff1a <a href=\"https://github.com/sunnyhot/qieman-manager-dashboard\" rel=\"nofollow\">https://github.com/sunnyhot/qieman-manager-dashboard</a></p>\n", "last_modified": 1780926878, "replies": 0, "id": 1218876}, {"node": {"avatar_large": "https://cdn.v2ex.com/navatar/a4a0/42cf/171_large.png?m=1630576706", "name": "invest", "avatar_normal": "https://cdn.v2ex.com/navatar/a4a0/42cf/171_normal.png?m=1630576706", "title": "\u6295\u8d44", "url": "https://www.v2ex.com/go/invest", "topics": 3587, "footer": "", "header": "Can you make money with money?", "title_alternative": "Invest", "avatar_mini": "https://cdn.v2ex.com/navatar/a4a0/42cf/171_mini.png?m=1630576706", "stars": 4476, "founder_id": 0, "aliases": [], "root": false, "id": 171, "parent_node_name": "money"}, "member": {"id": 474691, "username": "blackcoca", "url": "https://www.v2ex.com/u/blackcoca", "website": null, "twitter": null, "psn": null, "github": null, "btc": null, "location": null, "tagline": null, "bio": null, "avatar_mini": "https://cdn.v2ex.com/avatar/f0b1/39d5/474691_mini.png?m=1583654504", "avatar_normal": "https://cdn.v2ex.com/avatar/f0b1/39d5/474691_normal.png?m=1583654504", "avatar_large": 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"root": false, "id": 300, "parent_node_name": "computer"}, "member": {"id": 678406, "username": "cherishwinner334", "url": "https://www.v2ex.com/u/cherishwinner334", "website": null, "twitter": null, "psn": null, "github": null, "btc": null, "location": null, "tagline": null, "bio": null, "avatar_mini": "https://cdn.v2ex.com/avatar/ebaa/c9f5/678406_mini.png?m=1776160534", "avatar_normal": "https://cdn.v2ex.com/avatar/ebaa/c9f5/678406_normal.png?m=1776160534", "avatar_large": "https://cdn.v2ex.com/avatar/ebaa/c9f5/678406_large.png?m=1776160534", "avatar_xlarge": "https://cdn.v2ex.com/avatar/ebaa/c9f5/678406_xlarge.png?m=1776160534", "avatar_xxlarge": "https://cdn.v2ex.com/avatar/ebaa/c9f5/678406_xxlarge.png?m=1776160534", "avatar_xxxlarge": "https://cdn.v2ex.com/avatar/ebaa/c9f5/678406_xxxlarge.png?m=1776160534", "created": 1709344271, "last_modified": 1776160534, "pro": 0}, "last_reply_by": "cherishwinner334", "last_touched": 1780925040, "title": "opencode go \u5957\u9910\u63a8\u8350", "url": "https://www.v2ex.com/t/1218864", "created": 1780925100, "deleted": 0, "content": "opencode \u8ba2\u9605\u9080\u8bf7\uff0c\u5404\u5f97\u4f18\u60e0\u5238\u3002\u8fd9\u51e0\u5929\u6ca1\u901b\u8bba\u575b\uff0c\u53d1\u73b0\u7a81\u7136\u591a\u4e86\u5f88\u591a team bug \u53f7\u3002\u6211\u524d\u51e0\u5929\u521a\u521a\u5f00\u901a opencode go \u4f5c\u4e3a\u5b9e\u4e60\u751f\u4f7f\u7528\uff0c\u91cc\u9762 glm5.1 \u548c deepseek v4 pro \u548c kimi 2.6 \u8db3\u591f\u4e86\u6bcf\u4e2a\u6708\u7684\u989d\u5ea6\uff0c\u975e\u5e38\u7684\u826f\u5fc3\u3002\u4e0a\u9762\u7684\u9080\u8bf7\u7801\u7ed9\u6709\u9700\u8981\u7684\u5c0f\u4f19\u4f34\uff0c\u76f4\u63a5\u8ba2\u9605\u5c31\u53ef\u4ee5\u4f7f\u7528\uff0c\u53ef\u4ee5\u652f\u4ed8\u5b9d\u8ba2\u9605\u8fd4\u73b0\u3002https://opencode.ai/go?ref=65RQSSXBT6\r\n\r\n\u5b98\u65b9\u53c2\u8003\u94fe\u63a5\uff1a https://opencode.ai/docs/zh-cn/go", "content_rendered": "<p>opencode \u8ba2\u9605\u9080\u8bf7\uff0c\u5404\u5f97\u4f18\u60e0\u5238\u3002\u8fd9\u51e0\u5929\u6ca1\u901b\u8bba\u575b\uff0c\u53d1\u73b0\u7a81\u7136\u591a\u4e86\u5f88\u591a team bug \u53f7\u3002\u6211\u524d\u51e0\u5929\u521a\u521a\u5f00\u901a opencode go \u4f5c\u4e3a\u5b9e\u4e60\u751f\u4f7f\u7528\uff0c\u91cc\u9762 glm5.1 \u548c deepseek v4 pro \u548c kimi 2.6 \u8db3\u591f\u4e86\u6bcf\u4e2a\u6708\u7684\u989d\u5ea6\uff0c\u975e\u5e38\u7684\u826f\u5fc3\u3002\u4e0a\u9762\u7684\u9080\u8bf7\u7801\u7ed9\u6709\u9700\u8981\u7684\u5c0f\u4f19\u4f34\uff0c\u76f4\u63a5\u8ba2\u9605\u5c31\u53ef\u4ee5\u4f7f\u7528\uff0c\u53ef\u4ee5\u652f\u4ed8\u5b9d\u8ba2\u9605\u8fd4\u73b0\u3002<a href=\"https://opencode.ai/go?ref=65RQSSXBT6\" rel=\"nofollow\">https://opencode.ai/go?ref=65RQSSXBT6</a></p>\n<p>\u5b98\u65b9\u53c2\u8003\u94fe\u63a5\uff1a <a href=\"https://opencode.ai/docs/zh-cn/go\" rel=\"nofollow\">https://opencode.ai/docs/zh-cn/go</a></p>\n", "last_modified": 1780925100, "replies": 1, "id": 1218864}, {"node": {"avatar_large": "https://cdn.v2ex.com/navatar/698d/51a1/111_large.png?m=1648291973", "name": "reading", "avatar_normal": "https://cdn.v2ex.com/navatar/698d/51a1/111_normal.png?m=1648291973", "title": "\u9605\u8bfb", "url": "https://www.v2ex.com/go/reading", "topics": 821, "footer": "", "header": "\u5c11\u4e0a\u7f51\uff0c\u591a\u8bfb\u4e66", "title_alternative": "Reading", "avatar_mini": "https://cdn.v2ex.com/navatar/698d/51a1/111_mini.png?m=1648291973", "stars": 1719, "founder_id": 0, "aliases": [], "root": false, "id": 111, "parent_node_name": "life"}, "member": {"id": 258632, "username": "gbin", "url": "https://www.v2ex.com/u/gbin", "website": "https://0x400.com", "twitter": "", "psn": "", "github": "", "btc": "", "location": "", "tagline": "", "bio": "", "avatar_mini": "https://cdn.v2ex.com/avatar/ffff/1b67/258632_mini.png?m=1739520057", "avatar_normal": "https://cdn.v2ex.com/avatar/ffff/1b67/258632_normal.png?m=1739520057", "avatar_large": "https://cdn.v2ex.com/avatar/ffff/1b67/258632_large.png?m=1739520057", "created": 1507623437, "last_modified": 1739520057, "pro": 0}, "last_reply_by": "", "last_touched": 1780924053, "title": "Agent \u8bbe\u8ba1\u6a21\u5f0f\u9605\u8bfb\u5c0f\u7ec4\u7eb3\u65b0", "url": "https://www.v2ex.com/t/1218863", "created": 1780924053, "deleted": 0, "content": "## \u80cc\u666f\u4ecb\u7ecd\r\n\r\n\u9605\u8bfb\u5c0f\u7ec4\u5df2\u7ecf\u6301\u7eed\u5f00\u5c55 7 \u5e74\u6709\u4f59\uff0c\u6700\u8fd1\u9605\u8bfb\u7d20\u6750\u56f4\u7ed5 AI Agent \u76f8\u5173\uff08\u53c2\u8003 [/t/1215413]( https://www.v2ex.com/t/1215413) Agent Harness \uff09\uff0c\u6700\u8fd1\u521a\u8bfb\u5b8c\r\n- Agent harness engineering https://arxiv.org/abs/2604.25850\r\n- SkillClaw https://arxiv.org/abs/2604.08377\r\n\r\n\u63a5\u4e0b\u6765\u6211\u4eec\u4f1a\u63a2\u7d22 Agent \u8bbe\u8ba1\u6a21\u5f0f\r\n\r\n## \u9605\u8bfb\u6750\u6599\r\n\r\n\u76ee\u524d\u6709\u51e0\u4e2a\u6750\u6599\uff1a\r\n\r\n1. \u8bba\u6587\uff1a https://arxiv.org/abs/2605.13850\r\n2. \u4e66\uff1a https://book.douban.com/subject/38231086/\r\n3. \u7ad9\u70b9\uff1a https://adpsagent.com/\r\n\r\n\u672c\u6b21\u9605\u8bfb\u4ece 2026 \u5e74 6 \u6708 9 \u53f7\u5f00\u59cb\uff0c\u4ece\u8bba\u6587\u90e8\u5206\u5f00\u59cb\u9605\u8bfb\u3002\r\n\r\n## \u5f62\u5f0f\r\n\r\n- \u65f6\u95f4\uff1a\u5468\u4e00\u81f3\u5468\u4e94\u665a\u4e0a 8:00 PM - 9:00 PM Shanghai\r\n- \u5e73\u53f0\uff1aMS Teams \u4f1a\u8bae\r\n- \u5f62\u5f0f\uff1a\u4e00\u8bfb\u4e09\u95ee\uff08\u5206\u8282\u9605\u8bfb / \u6709\u4e0d\u61c2\u7684\u5730\u65b9\u9700\u8981\u8ba8\u8bba\u5417 / \u6709\u91cd\u70b9\u5185\u5bb9\u9700\u8981\u5206\u4eab\u5417 / \u6709\u9700\u8981\u603b\u7ed3\u5417\uff09\r\n- \u4e0d\u5f3a\u5236\u53c2\u4e0e\uff0c\u6709\u4e8b\u8df3\u8fc7\r\n\r\n## \u8054\u7cfb\u65b9\u5f0f\r\n\r\n\u611f\u5174\u8da3\u7684\u670b\u53cb\u5fae\u4fe1\u8054\u7cfb cHlsb24ucGVuZ0BnbWFpbC5jb20=\uff08 base64 \uff09\uff0c\u672c\u6b21\u62db\u52df **3 \u4f4d**\u9605\u8bfb\u4f19\u4f34\u3002\r\n\r\n\u795d\u5927\u5bb6\u8bfb\u4e66\u5feb\u4e50\uff0c\u53d7\u76ca\u65e0\u7a77\uff01", "content_rendered": "<h2>\u80cc\u666f\u4ecb\u7ecd</h2>\n<p>\u9605\u8bfb\u5c0f\u7ec4\u5df2\u7ecf\u6301\u7eed\u5f00\u5c55 7 \u5e74\u6709\u4f59\uff0c\u6700\u8fd1\u9605\u8bfb\u7d20\u6750\u56f4\u7ed5 AI Agent \u76f8\u5173\uff08\u53c2\u8003 <a href=\"https://www.v2ex.com/t/1215413\" rel=\"nofollow\">/t/1215413</a> Agent Harness \uff09\uff0c\u6700\u8fd1\u521a\u8bfb\u5b8c</p>\n<ul>\n<li>Agent harness engineering <a href=\"https://arxiv.org/abs/2604.25850\" rel=\"nofollow\">https://arxiv.org/abs/2604.25850</a></li>\n<li>SkillClaw <a href=\"https://arxiv.org/abs/2604.08377\" rel=\"nofollow\">https://arxiv.org/abs/2604.08377</a></li>\n</ul>\n<p>\u63a5\u4e0b\u6765\u6211\u4eec\u4f1a\u63a2\u7d22 Agent \u8bbe\u8ba1\u6a21\u5f0f</p>\n<h2>\u9605\u8bfb\u6750\u6599</h2>\n<p>\u76ee\u524d\u6709\u51e0\u4e2a\u6750\u6599\uff1a</p>\n<ol>\n<li>\u8bba\u6587\uff1a <a href=\"https://arxiv.org/abs/2605.13850\" rel=\"nofollow\">https://arxiv.org/abs/2605.13850</a></li>\n<li>\u4e66\uff1a <a href=\"https://book.douban.com/subject/38231086/\" rel=\"nofollow\">https://book.douban.com/subject/38231086/</a></li>\n<li>\u7ad9\u70b9\uff1a <a href=\"https://adpsagent.com/\" rel=\"nofollow\">https://adpsagent.com/</a></li>\n</ol>\n<p>\u672c\u6b21\u9605\u8bfb\u4ece 2026 \u5e74 6 \u6708 9 \u53f7\u5f00\u59cb\uff0c\u4ece\u8bba\u6587\u90e8\u5206\u5f00\u59cb\u9605\u8bfb\u3002</p>\n<h2>\u5f62\u5f0f</h2>\n<ul>\n<li>\u65f6\u95f4\uff1a\u5468\u4e00\u81f3\u5468\u4e94\u665a\u4e0a 8:00 PM - 9:00 PM Shanghai</li>\n<li>\u5e73\u53f0\uff1aMS Teams \u4f1a\u8bae</li>\n<li>\u5f62\u5f0f\uff1a\u4e00\u8bfb\u4e09\u95ee\uff08\u5206\u8282\u9605\u8bfb / \u6709\u4e0d\u61c2\u7684\u5730\u65b9\u9700\u8981\u8ba8\u8bba\u5417 / \u6709\u91cd\u70b9\u5185\u5bb9\u9700\u8981\u5206\u4eab\u5417 / \u6709\u9700\u8981\u603b\u7ed3\u5417\uff09</li>\n<li>\u4e0d\u5f3a\u5236\u53c2\u4e0e\uff0c\u6709\u4e8b\u8df3\u8fc7</li>\n</ul>\n<h2>\u8054\u7cfb\u65b9\u5f0f</h2>\n<p>\u611f\u5174\u8da3\u7684\u670b\u53cb\u5fae\u4fe1\u8054\u7cfb cHlsb24ucGVuZ0BnbWFpbC5jb20=\uff08 base64 \uff09\uff0c\u672c\u6b21\u62db\u52df <strong>3 \u4f4d</strong>\u9605\u8bfb\u4f19\u4f34\u3002</p>\n<p>\u795d\u5927\u5bb6\u8bfb\u4e66\u5feb\u4e50\uff0c\u53d7\u76ca\u65e0\u7a77\uff01</p>\n", "last_modified": 1780924573, "replies": 0, "id": 1218863}, {"node": {"avatar_large": "https://cdn.v2ex.com/navatar/41ae/36ec/417_large.png?m=1625409262", "name": "software", "avatar_normal": "https://cdn.v2ex.com/navatar/41ae/36ec/417_normal.png?m=1625409262", "title": "\u8f6f\u4ef6", "url": "https://www.v2ex.com/go/software", "topics": 1069, "footer": "", "header": "\u5173\u4e8e\u8f6f\u4ef6\u4f7f\u7528\u7684\u65e5\u5e38\u8ba8\u8bba", "title_alternative": "Software", "avatar_mini": "https://cdn.v2ex.com/navatar/41ae/36ec/417_mini.png?m=1625409262", "stars": 361, "founder_id": 0, "aliases": [], "root": false, "id": 417, "parent_node_name": "computer"}, "member": {"id": 647336, "username": "LuckPoppy", "url": "https://www.v2ex.com/u/LuckPoppy", "website": null, "twitter": null, "psn": null, "github": null, "btc": null, "location": null, "tagline": null, "bio": null, "avatar_mini": "https://cdn.v2ex.com/gravatar/7e4558c0d73b0fbd7305a538f42400b1?s=24&d=retro", "avatar_normal": "https://cdn.v2ex.com/gravatar/7e4558c0d73b0fbd7305a538f42400b1?s=48&d=retro", "avatar_large": "https://cdn.v2ex.com/gravatar/7e4558c0d73b0fbd7305a538f42400b1?s=73&d=retro", "created": 1693984444, "last_modified": 1693984444, "pro": 0}, "last_reply_by": "Lentin", "last_touched": 1780930331, "title": "\u300c\u7f51\u901f\u5c0f\u8f6f\u4ef6\u300d\u5171\u4eab", "url": "https://www.v2ex.com/t/1218859", "created": 1780923100, "deleted": 0, "content": "https://github.com/sunnyhot/NetBar\r\n\r\n\u6700\u8fd1\u505a\u4e86\u4e00\u4e2a\u514d\u8d39\u7684 macOS \u83dc\u5355\u680f\u5c0f\u5de5\u5177\uff1aNetBar \u3002\r\n\r\n\u6709\u5f88\u591a\u52a8\u56fe\u89d2\u8272\uff0c\u8fd8\u6709\u53ef\u4ee5\u8ddf\u968f\u9f20\u6807\u7684\u773c\u775b\uff0c\u773c\u775b\u8fd8\u53ef\u4ee5\u9009\u62e9\u5c04\u7ebf\u7279\u6548\u7b49\u7b49\uff0c\u6709\u5174\u8da3\u7684\u53ef\u4ee5\u8bd5\u8bd5\uff1b\r\n\r\n\u5b83\u53ef\u4ee5\u5b9e\u65f6\u663e\u793a\u5f53\u524d\u7f51\u7edc\u4e0a\u4f20\u3001\u4e0b\u8f7d\u901f\u5ea6\uff0c\u5e76\u5728\u70b9\u51fb\u540e\u67e5\u770b\u66f4\u8be6\u7ec6\u7684\u7f51\u7edc\u72b6\u6001\uff0c\u5305\u62ec\u63a5\u53e3\u6d41\u91cf\u3001\u6700\u8fd1\u8d8b\u52bf\u3001\u5e94\u7528\u7ea7\u6d41\u91cf\uff0c\u4ee5\u53ca CPU \u3001\u5185\u5b58\u7b49\u7cfb\u7edf\u8d44\u6e90\u4fe1\u606f\u3002\u6240\u6709\u6570\u636e\u90fd\u6765\u81ea macOS \u7cfb\u7edf\u63a5\u53e3\u548c\u7cfb\u7edf\u5de5\u5177\uff0c\u4e0d\u6293\u5305\u3001\u4e0d\u8bfb\u53d6\u7f51\u7edc\u5185\u5bb9\uff0c\u4e5f\u4e0d\u9700\u8981\u7ba1\u7406\u5458\u6743\u9650\u3002\r\n\r\nNetBar \u662f\u7eaf Swift \u5199\u7684\uff0c\u6ca1\u6709\u7b2c\u4e09\u65b9\u4f9d\u8d56\uff0c\u8f7b\u91cf\u3001\u5e72\u51c0\uff0c\u9002\u5408\u957f\u671f\u6302\u5728\u83dc\u5355\u680f\u91cc\u4f7f\u7528\u3002\u5b83\u4e5f\u652f\u6301\u6d45\u8272/\u6df1\u8272\u6a21\u5f0f\u3001\u4e2d\u82f1\u6587\u754c\u9762\uff0c\u8fd8\u6709 RunCat 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null, "btc": null, "location": null, "tagline": null, "bio": null, "avatar_mini": "https://cdn.v2ex.com/gravatar/69ca1eccb98d9f4943f9e5b95ca3002a?s=24&d=retro", "avatar_normal": "https://cdn.v2ex.com/gravatar/69ca1eccb98d9f4943f9e5b95ca3002a?s=48&d=retro", "avatar_large": "https://cdn.v2ex.com/gravatar/69ca1eccb98d9f4943f9e5b95ca3002a?s=73&d=retro", "created": 1706624517, "last_modified": 1755488518, "pro": 0}, "last_reply_by": "BreadPrince", "last_touched": 1780929115, "title": "\u5355\u5175\u4f5c\u6218\u7684\u540e\u7aef\uff0c\u5982\u4f55\u5728\u8fd9\u79cd\u5168\u5458\u4e71\u6539\u4ee3\u7801\u7684\u5947\u8469\u73af\u5883\u4e0b\u505a\u597d\u514d\u8d23", "url": "https://www.v2ex.com/t/1218852", "created": 1780921015, "deleted": 0, "content": "## \u5148\u8bf4\u80cc\u666f\r\n\u67d0 500 \u4eba\u89c4\u6a21\u7684\u4e92\u8054\u7f51\u5c0f\u5382\uff0c\u5e74\u521d\u9ad8\u5c42\u51b3\u5b9a\u5168\u53f8\u63a8\u884c AI Native \u6218\u7565\uff0c\u76ee\u524d\u516c\u53f8\u6b63\u8ba1\u5212\u6574\u4f53\u88c1\u5458 40%\uff0c\u672c\u4eba\u540e\u7aef\uff0cJava \u7cfb\r\n\r\n## \u76ee\u524d\u6211\u6240\u5728\u7684\u4e1a\u52a1\u7ebf\u73b0\u72b6\r\n\u6bd4\u8f83\u5947\u8469\u7684\u662f\uff0c\u6211\u6240\u5728\u7684\u8fd9\u6761\u4e1a\u52a1\u7ebf\u7531\u4e8e\u662f\u6838\u5fc3\u76c8\u5229\u4e1a\u52a1\uff0c\u6682\u65f6\u76f8\u5bf9\u7a33\u5b9a\u3002\u76ee\u524d\u6574\u4e2a\u4e1a\u52a1\u7ebf\u53ea\u6709\u6211\u4e00\u4e2a\u540e\u7aef\uff0c\u4f46\u6211\u9700\u8981\u540c\u65f6\u8d1f\u8d23 3 \uff5e 4 \u4e2a\u4ea7\u54c1\u7ebf\u7684\u65e5\u5e38\u8fed\u4ee3\uff0c\u9886\u5bfc\u5c42\u4e5f\u6ca1\u6709\u8fc7\u591a\u7684 push \u6211\u53bb\u53c2\u4e0e AI Native \uff0c\u53e6\u4e00\u65b9\u9762\u6211\u79c1\u5e95\u4e0b\u4e5f\u6c47\u62a5\u8fc7\u6211\u65e5\u5e38\u4f7f\u7528 ai \u63d0\u6548\u7684\u73b0\u72b6\u3002\r\n\r\n\u867d\u7136\u76f8\u5bf9\u7a33\u5b9a\uff0c\u4e00\u65b9\u9762\u60f3\u63d0\u5347\u81ea\u5df1\uff0c\u53e6\u4e00\u65b9\u9762\u60f3\u63d0\u5347\u4e00\u4e0b\u7ade\u4e89\u529b\uff0c4 \u6708\u6211\u4e3b\u52a8\u627f\u63a5\u4e86\u4e00\u4e2a AI Agent \u9879\u76ee\u7684\u540e\u7aef\u67b6\u6784\u4e0e\u843d\u5730\uff08 langgraph \u90a3\u4e00\u5957\uff09\r\n\r\n## \u90e8\u95e8\u73b0\u72b6\r\n\u524d\u7aef\u3001\u6d4b\u8bd5\u3001\u751a\u81f3\u4ea7\u54c1\u7ecf\u7406\uff0c\u90fd\u53ef\u4ee5\u76f4\u63a5\u62c9\u540e\u7aef\u4ee3\u7801\u4ed3\uff0c\u9760\u5927\u6a21\u578b/Prompt \u751f\u6210\u4ee3\u7801\uff0c\u7136\u540e\u76f4\u63a5\u5bf9\u540e\u7aef\u4ee3\u7801\u8fdb\u884c\u4e8c\u6b21\u7f16\u8f91\u3001\u6539 Bug \u3002\u7531\u4e8e\u6211\u7684\u4e1a\u52a1\u7ebf\u6bd4\u8f83\u7a33\u5b9a\uff0c\u76c8\u5229\u4e5f\u8fd8\u53ef\u4ee5\uff0c\u4ed3\u5e93\u4e5f\u662f\u72ec\u7acb\u7684\uff0c\u6682\u65f6\u8fd8\u6ca1\u88ab\u6ce2\u53ca\u5230\u3002\r\n\r\n## \u76ee\u524d\u6211\u7684\u62c5\u5fe7\u4e0e\u56f0\u60d1\r\n\u867d\u7136\u76ee\u524d\u6211\u5728\u6838\u5fc3\u4e1a\u52a1\u7ebf\uff0c\u4ed3\u5e93\u72ec\u7acb\u4e14\u6682\u65f6\u6ca1\u88ab\u6ce2\u53ca\uff0c\u4f46\u770b\u7740\u5468\u56f4\u201c\u524d\u7aef\u5e72\u540e\u7aef\u3001\u6d4b\u8bd5\u6539 Bug\u201d\u7684\u5927\u4e71\u6597\uff0c\u5fc3\u91cc\u8fd8\u662f\u6709\u5371\u673a\u611f\u7684\uff0c\u60f3\u8bf7\u6559\u4e00\u4e0b\u8be5\u5982\u4f55\u5e94\u5bf9", "content_rendered": "<h2>\u5148\u8bf4\u80cc\u666f</h2>\n<p>\u67d0 500 \u4eba\u89c4\u6a21\u7684\u4e92\u8054\u7f51\u5c0f\u5382\uff0c\u5e74\u521d\u9ad8\u5c42\u51b3\u5b9a\u5168\u53f8\u63a8\u884c AI Native \u6218\u7565\uff0c\u76ee\u524d\u516c\u53f8\u6b63\u8ba1\u5212\u6574\u4f53\u88c1\u5458 40%\uff0c\u672c\u4eba\u540e\u7aef\uff0cJava \u7cfb</p>\n<h2>\u76ee\u524d\u6211\u6240\u5728\u7684\u4e1a\u52a1\u7ebf\u73b0\u72b6</h2>\n<p>\u6bd4\u8f83\u5947\u8469\u7684\u662f\uff0c\u6211\u6240\u5728\u7684\u8fd9\u6761\u4e1a\u52a1\u7ebf\u7531\u4e8e\u662f\u6838\u5fc3\u76c8\u5229\u4e1a\u52a1\uff0c\u6682\u65f6\u76f8\u5bf9\u7a33\u5b9a\u3002\u76ee\u524d\u6574\u4e2a\u4e1a\u52a1\u7ebf\u53ea\u6709\u6211\u4e00\u4e2a\u540e\u7aef\uff0c\u4f46\u6211\u9700\u8981\u540c\u65f6\u8d1f\u8d23 3 \uff5e 4 \u4e2a\u4ea7\u54c1\u7ebf\u7684\u65e5\u5e38\u8fed\u4ee3\uff0c\u9886\u5bfc\u5c42\u4e5f\u6ca1\u6709\u8fc7\u591a\u7684 push \u6211\u53bb\u53c2\u4e0e AI Native \uff0c\u53e6\u4e00\u65b9\u9762\u6211\u79c1\u5e95\u4e0b\u4e5f\u6c47\u62a5\u8fc7\u6211\u65e5\u5e38\u4f7f\u7528 ai \u63d0\u6548\u7684\u73b0\u72b6\u3002</p>\n<p>\u867d\u7136\u76f8\u5bf9\u7a33\u5b9a\uff0c\u4e00\u65b9\u9762\u60f3\u63d0\u5347\u81ea\u5df1\uff0c\u53e6\u4e00\u65b9\u9762\u60f3\u63d0\u5347\u4e00\u4e0b\u7ade\u4e89\u529b\uff0c4 \u6708\u6211\u4e3b\u52a8\u627f\u63a5\u4e86\u4e00\u4e2a AI Agent 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"github": null, "btc": null, "location": "", "tagline": "", "bio": "", "avatar_mini": "https://cdn.v2ex.com/gravatar/99183941975a08364fb6c3c8d5e74857?s=24&d=retro", "avatar_normal": "https://cdn.v2ex.com/gravatar/99183941975a08364fb6c3c8d5e74857?s=48&d=retro", "avatar_large": "https://cdn.v2ex.com/gravatar/99183941975a08364fb6c3c8d5e74857?s=73&d=retro", "created": 1688640194, "last_modified": 1780919565, "pro": 0}, "last_reply_by": "", "last_touched": 1780919520, "title": "\u51e0\u4e2a\u51fa\u6d77\u5de5\u5177 IDEA", "url": "https://www.v2ex.com/t/1218851", "created": 1780919580, "deleted": 0, "content": "\u4e4b\u524d\u62ff\u6211\u7684 Hermes \uff0c\u505a\u4e86\u4e2a\u9488\u5bf9 product hunt \uff0chacker news \u7684 IDEA \u53d1\u73b0\u96f7\u8fbe\uff0c3 \u4e2a\u6838\u5fc3\u7684\u6307\u6807\u662f\uff1a\u4e00\u4eba\u53ef\u505a\u3001SEO \u53ef\u79ef\u7d2f\u3001\u8ba2\u9605\u53ef\u53d8\u73b0\u3002  \r\nPrompt \u548c workflow \u6253\u78e8\u4e86\u5f88\u4e45\uff0c\u76ee\u524d\u4e5f\u8dd1\u4e86\u4e00\u6bb5\u65f6\u95f4\u3002   \r\n\u672c\u804c\u5de5\u4f5c\u592a\u5fd9\uff0c\u96f7\u8fbe\u505a\u51fa\u6765\u4e5f\u6ca1\u53bb\u9a8c\u8bc1\u8fc7\u5230\u5e95\u6709\u6ca1\u6709\u7528\u3002   \r\n\u5927\u5bb6\u611f\u5174\u8da3\u7684\u53ef\u4ee5\u770b\u770b\uff0c\u80fd\u5bf9\u5927\u5bb6\u6709\u5e2e\u52a9\u5c31\u6700\u597d\u4e86\u3002  \r\n\u4ee5\u4e0b\u662f\u4eca\u5929\u53d1\u73b0\u7684\u673a\u4f1a\u3002    \r\n\r\n[\u6d77\u5916\u9700\u6c42\u96f7\u8fbe\u65e5\u62a5 - 2026-06-08]( https://www.real-tech.online/blog/overseas-demand-radar-2026-06-08)  \r\n[RSSd \u8ba2\u9605]( https://www.real-tech.online/blog/rss.xml)\r\n\r\n### \u6a21\u5f0f 1\uff1a\u300c\u8001\u65e7\u5de5\u5177 AI-Native \u91cd\u505a\u300d\r\n\r\n\u57df\u540d\u5de5\u5177\u3001SSL \u68c0\u67e5\u3001WHOIS \u67e5\u8be2\u3001DNS \u68c0\u6d4b\u2014\u2014\u8fd9\u4e9b\u5de5\u5177\u7684 Google \u641c\u7d22\u7ed3\u679c\u9996\u9875\u88ab 5-10 \u5e74\u524d\u7684\u8001\u65e7\u4ea7\u54c1\u5360\u636e\u3002\u5b83\u4eec\u5171\u540c\u7279\u5f81\uff1aUI \u505c\u7559\u5728 2015 \u5e74\u3001\u65e0 AI \u80fd\u529b\u3001\u5546\u4e1a\u6a21\u5f0f\u662f\u5e7f\u544a/affiliate \u3002\u7528 AI worker \u6a21\u5f0f\u91cd\u505a\uff08\u4e8b\u4ef6\u9a71\u52a8\u76d1\u63a7 + \u81ea\u52a8\u544a\u8b66 + \u53ea\u5728\u4f8b\u5916\u65f6\u901a\u77e5\u4eba\uff09\uff0c\u53ef\u4ee5\u5728 SEO \u4e0a\u6709\u663e\u8457\u4f18\u52bf\uff08\u66f4\u597d\u7684\u5185\u5bb9 + \u66f4\u5feb\u7684\u9875\u9762 + \u66f4\u597d\u7684 UX \u4fe1\u53f7\uff09\u3002\r\n\r\n**\u4e3a\u4ec0\u4e48\u6709\u6548\uff1a** Google \u5bf9\u5de5\u5177\u7c7b\u9875\u9762\u7684\u65b0\u9c9c\u5ea6\u4fe1\u53f7\u654f\u611f\u3002\u8001\u65e7\u5de5\u5177\u7f51\u7ad9\u591a\u5e74\u4e0d\u66f4\u65b0\u5185\u5bb9\uff0c\u65b0\u7ad9\u66f4\u5bb9\u6613\u5728\u957f\u5c3e\u5173\u952e\u8bcd\u4e0a\u8d85\u8d8a\u3002\r\n\r\n### \u6a21\u5f0f 2\uff1a\u300c\u5782\u7c7b\u5185\u5bb9\u7ad9\u70b9\u81ea\u52a8\u9a7e\u9a76\u4eea\u300d\r\n\r\nPapernews \uff08 111\u2b50/3 \u5929\uff09\u9a8c\u8bc1\u4e86\u4e00\u4e2a\u88ab\u5ffd\u89c6\u7684\u9700\u6c42\uff1a\u4eba\u4eec\u613f\u610f\u4e3a\u300c\u81ea\u52a8\u751f\u6210\u7684\u5185\u5bb9 digest \u300d\u4ed8\u8d39\uff0c\u5c24\u5176\u662f\u7279\u5b9a\u683c\u5f0f\uff08 PDF for e-ink \uff09\u3002\u8fd9\u4e2a\u6a21\u5f0f\u53ef\u4ee5\u590d\u5236\u5230\u4efb\u610f\u5782\u7c7b\u2014\u2014\u6cd5\u5f8b\u65e5\u62a5\u3001\u52a0\u5bc6\u8d27\u5e01\u65e5\u62a5\u3001\u672c\u5730\u65b0\u95fb\u6458\u8981\u3001\u884c\u4e1a\u7814\u62a5\u6458\u8981\u3002\u5173\u952e\u4e0d\u662f\u300c AI \u80fd\u5199\u6587\u7ae0\u300d\uff0c\u800c\u662f\u300c AI \u80fd\u6301\u7eed\u8fd0\u8425\u4e00\u4e2a\u5185\u5bb9\u7ad9\u70b9\u300d\u3002\r\n\r\n**\u4e3a\u4ec0\u4e48\u6709\u6548\uff1a** \u4f20\u7edf\u5185\u5bb9\u7ad9\u9700\u8981\u7f16\u8f91\u56e2\u961f\uff0cAI worker \u66ff\u4ee3\u4e86\u4eba\u7684\u65e5\u5e38\u64cd\u4f5c\u3002\"\u4eba\u8bbe\u5b9a\u65b9\u5411 + AI \u81ea\u52a8\u6267\u884c\" \u7684\u534f\u4f5c\u6a21\u5f0f\uff0c\u4ea7\u51fa\u6548\u7387\u662f\u7eaf\u4eba\u5de5\u7684 10-100 \u500d\u3002\u4e14\u6bcf\u7bc7\u5185\u5bb9 = \u4e00\u4e2a SEO \u9875\u9762\uff0c\u5f62\u6210\u590d\u5229\u3002\r\n\r\n### \u6a21\u5f0f 3\uff1a\u300c\u793e\u4ea4\u4fe1\u53f7 \u2192 \u4ea7\u54c1\u673a\u4f1a\u300d Pipeline\r\n\r\nBuilder Brief \u7684\u6a21\u5f0f\uff08 Reddit/HN/IH \u2192 \u4fe1\u53f7\u63d0\u53d6 \u2192 \u4ea7\u54c1 brief \uff09\u662f\u4e00\u4e2a\u53ef\u6cdb\u5316\u7684 pipeline \u3002\u4e0d\u9650\u4e8e\u627e\u4ea7\u54c1 idea\u2014\u2014\u540c\u4e00\u6761 pipeline \u53ef\u4ee5\u7528\u4e8e\uff1a\u7ade\u54c1\u60c5\u62a5\u76d1\u63a7\u3001\u884c\u4e1a\u8d8b\u52bf\u62a5\u544a\u3001\u5ba2\u6237\u53cd\u9988\u805a\u5408\u3001\u5185\u5bb9\u7075\u611f\u751f\u6210\u3002\u6838\u5fc3\u80fd\u529b\u662f\u300c\u4ece\u975e\u7ed3\u6784\u5316\u793e\u4ea4\u8ba8\u8bba\u4e2d\u63d0\u53d6\u7ed3\u6784\u5316\u6d1e\u5bdf\u300d\u3002\r\n\r\n**\u4e3a\u4ec0\u4e48\u6709\u6548\uff1a** \u793e\u4ea4\u5a92\u4f53\u4e0a\u7684\u300c\u62b1\u6028\u300d\u662f\u6700\u771f\u5b9e\u7684 market signal \uff0c\u4f46\u4eba\u5de5\u9605\u8bfb\u6548\u7387\u592a\u4f4e\u3002AI pipeline \u53ef\u4ee5 24/7 \u8fd0\u884c\uff0c\u4e14\u6bcf\u6b21\u5206\u6790\u7ed3\u679c\u90fd\u53ef\u4ee5\u53d8\u6210 SEO \u5185\u5bb9\u3002", "content_rendered": "<p>\u4e4b\u524d\u62ff\u6211\u7684 Hermes \uff0c\u505a\u4e86\u4e2a\u9488\u5bf9 product hunt \uff0chacker news \u7684 IDEA \u53d1\u73b0\u96f7\u8fbe\uff0c3 \u4e2a\u6838\u5fc3\u7684\u6307\u6807\u662f\uff1a\u4e00\u4eba\u53ef\u505a\u3001SEO \u53ef\u79ef\u7d2f\u3001\u8ba2\u9605\u53ef\u53d8\u73b0\u3002<br/>\nPrompt \u548c workflow \u6253\u78e8\u4e86\u5f88\u4e45\uff0c\u76ee\u524d\u4e5f\u8dd1\u4e86\u4e00\u6bb5\u65f6\u95f4\u3002<br/>\n\u672c\u804c\u5de5\u4f5c\u592a\u5fd9\uff0c\u96f7\u8fbe\u505a\u51fa\u6765\u4e5f\u6ca1\u53bb\u9a8c\u8bc1\u8fc7\u5230\u5e95\u6709\u6ca1\u6709\u7528\u3002<br/>\n\u5927\u5bb6\u611f\u5174\u8da3\u7684\u53ef\u4ee5\u770b\u770b\uff0c\u80fd\u5bf9\u5927\u5bb6\u6709\u5e2e\u52a9\u5c31\u6700\u597d\u4e86\u3002<br/>\n\u4ee5\u4e0b\u662f\u4eca\u5929\u53d1\u73b0\u7684\u673a\u4f1a\u3002    </p>\n<p><a href=\"https://www.real-tech.online/blog/overseas-demand-radar-2026-06-08\" rel=\"nofollow\">\u6d77\u5916\u9700\u6c42\u96f7\u8fbe\u65e5\u62a5 - 2026-06-08</a><br/>\n<a href=\"https://www.real-tech.online/blog/rss.xml\" rel=\"nofollow\">RSSd \u8ba2\u9605</a></p>\n<h3>\u6a21\u5f0f 1\uff1a\u300c\u8001\u65e7\u5de5\u5177 AI-Native \u91cd\u505a\u300d</h3>\n<p>\u57df\u540d\u5de5\u5177\u3001SSL \u68c0\u67e5\u3001WHOIS \u67e5\u8be2\u3001DNS \u68c0\u6d4b\u2014\u2014\u8fd9\u4e9b\u5de5\u5177\u7684 Google \u641c\u7d22\u7ed3\u679c\u9996\u9875\u88ab 5-10 \u5e74\u524d\u7684\u8001\u65e7\u4ea7\u54c1\u5360\u636e\u3002\u5b83\u4eec\u5171\u540c\u7279\u5f81\uff1aUI \u505c\u7559\u5728 2015 \u5e74\u3001\u65e0 AI \u80fd\u529b\u3001\u5546\u4e1a\u6a21\u5f0f\u662f\u5e7f\u544a/affiliate \u3002\u7528 AI worker \u6a21\u5f0f\u91cd\u505a\uff08\u4e8b\u4ef6\u9a71\u52a8\u76d1\u63a7 + \u81ea\u52a8\u544a\u8b66 + \u53ea\u5728\u4f8b\u5916\u65f6\u901a\u77e5\u4eba\uff09\uff0c\u53ef\u4ee5\u5728 SEO \u4e0a\u6709\u663e\u8457\u4f18\u52bf\uff08\u66f4\u597d\u7684\u5185\u5bb9 + \u66f4\u5feb\u7684\u9875\u9762 + \u66f4\u597d\u7684 UX \u4fe1\u53f7\uff09\u3002</p>\n<p><strong>\u4e3a\u4ec0\u4e48\u6709\u6548\uff1a</strong> Google \u5bf9\u5de5\u5177\u7c7b\u9875\u9762\u7684\u65b0\u9c9c\u5ea6\u4fe1\u53f7\u654f\u611f\u3002\u8001\u65e7\u5de5\u5177\u7f51\u7ad9\u591a\u5e74\u4e0d\u66f4\u65b0\u5185\u5bb9\uff0c\u65b0\u7ad9\u66f4\u5bb9\u6613\u5728\u957f\u5c3e\u5173\u952e\u8bcd\u4e0a\u8d85\u8d8a\u3002</p>\n<h3>\u6a21\u5f0f 2\uff1a\u300c\u5782\u7c7b\u5185\u5bb9\u7ad9\u70b9\u81ea\u52a8\u9a7e\u9a76\u4eea\u300d</h3>\n<p>Papernews \uff08 111\u2b50/3 \u5929\uff09\u9a8c\u8bc1\u4e86\u4e00\u4e2a\u88ab\u5ffd\u89c6\u7684\u9700\u6c42\uff1a\u4eba\u4eec\u613f\u610f\u4e3a\u300c\u81ea\u52a8\u751f\u6210\u7684\u5185\u5bb9 digest \u300d\u4ed8\u8d39\uff0c\u5c24\u5176\u662f\u7279\u5b9a\u683c\u5f0f\uff08 PDF for e-ink \uff09\u3002\u8fd9\u4e2a\u6a21\u5f0f\u53ef\u4ee5\u590d\u5236\u5230\u4efb\u610f\u5782\u7c7b\u2014\u2014\u6cd5\u5f8b\u65e5\u62a5\u3001\u52a0\u5bc6\u8d27\u5e01\u65e5\u62a5\u3001\u672c\u5730\u65b0\u95fb\u6458\u8981\u3001\u884c\u4e1a\u7814\u62a5\u6458\u8981\u3002\u5173\u952e\u4e0d\u662f\u300c AI \u80fd\u5199\u6587\u7ae0\u300d\uff0c\u800c\u662f\u300c AI \u80fd\u6301\u7eed\u8fd0\u8425\u4e00\u4e2a\u5185\u5bb9\u7ad9\u70b9\u300d\u3002</p>\n<p><strong>\u4e3a\u4ec0\u4e48\u6709\u6548\uff1a</strong> \u4f20\u7edf\u5185\u5bb9\u7ad9\u9700\u8981\u7f16\u8f91\u56e2\u961f\uff0cAI worker \u66ff\u4ee3\u4e86\u4eba\u7684\u65e5\u5e38\u64cd\u4f5c\u3002\"\u4eba\u8bbe\u5b9a\u65b9\u5411 + AI \u81ea\u52a8\u6267\u884c\" \u7684\u534f\u4f5c\u6a21\u5f0f\uff0c\u4ea7\u51fa\u6548\u7387\u662f\u7eaf\u4eba\u5de5\u7684 10-100 \u500d\u3002\u4e14\u6bcf\u7bc7\u5185\u5bb9 = \u4e00\u4e2a SEO \u9875\u9762\uff0c\u5f62\u6210\u590d\u5229\u3002</p>\n<h3>\u6a21\u5f0f 3\uff1a\u300c\u793e\u4ea4\u4fe1\u53f7 \u2192 \u4ea7\u54c1\u673a\u4f1a\u300d Pipeline</h3>\n<p>Builder Brief \u7684\u6a21\u5f0f\uff08 Reddit/HN/IH \u2192 \u4fe1\u53f7\u63d0\u53d6 \u2192 \u4ea7\u54c1 brief \uff09\u662f\u4e00\u4e2a\u53ef\u6cdb\u5316\u7684 pipeline \u3002\u4e0d\u9650\u4e8e\u627e\u4ea7\u54c1 idea\u2014\u2014\u540c\u4e00\u6761 pipeline \u53ef\u4ee5\u7528\u4e8e\uff1a\u7ade\u54c1\u60c5\u62a5\u76d1\u63a7\u3001\u884c\u4e1a\u8d8b\u52bf\u62a5\u544a\u3001\u5ba2\u6237\u53cd\u9988\u805a\u5408\u3001\u5185\u5bb9\u7075\u611f\u751f\u6210\u3002\u6838\u5fc3\u80fd\u529b\u662f\u300c\u4ece\u975e\u7ed3\u6784\u5316\u793e\u4ea4\u8ba8\u8bba\u4e2d\u63d0\u53d6\u7ed3\u6784\u5316\u6d1e\u5bdf\u300d\u3002</p>\n<p><strong>\u4e3a\u4ec0\u4e48\u6709\u6548\uff1a</strong> \u793e\u4ea4\u5a92\u4f53\u4e0a\u7684\u300c\u62b1\u6028\u300d\u662f\u6700\u771f\u5b9e\u7684 market signal \uff0c\u4f46\u4eba\u5de5\u9605\u8bfb\u6548\u7387\u592a\u4f4e\u3002AI pipeline \u53ef\u4ee5 24/7 \u8fd0\u884c\uff0c\u4e14\u6bcf\u6b21\u5206\u6790\u7ed3\u679c\u90fd\u53ef\u4ee5\u53d8\u6210 SEO \u5185\u5bb9\u3002</p>\n", "last_modified": 1780919580, "replies": 0, "id": 1218851}, {"node": {"avatar_large": "https://cdn.v2ex.com/navatar/6e27/13a6/557_large.png?m=1747623425", "name": "life", "avatar_normal": "https://cdn.v2ex.com/navatar/6e27/13a6/557_normal.png?m=1747623425", "title": "\u751f\u6d3b", "url": "https://www.v2ex.com/go/life", "topics": 11005, "footer": "", "header": "\u751f\u6d3b\u4e2d\u7684\u6280\u672f\u8ba8\u8bba", "title_alternative": "Life", "avatar_mini": "https://cdn.v2ex.com/navatar/6e27/13a6/557_mini.png?m=1747623425", "stars": 2349, "founder_id": 0, "aliases": [], "root": false, "id": 557, "parent_node_name": ""}, "member": {"id": 344712, "username": "jim1874", "url": "https://www.v2ex.com/u/jim1874", "website": "https://hzhi.top/", "twitter": null, "psn": null, "github": null, "btc": null, "location": "", "tagline": "", "bio": "", "avatar_mini": "https://cdn.v2ex.com/gravatar/71578a51a14add3269b23395c12901e0?s=24&d=retro", "avatar_normal": "https://cdn.v2ex.com/gravatar/71578a51a14add3269b23395c12901e0?s=48&d=retro", "avatar_large": "https://cdn.v2ex.com/gravatar/71578a51a14add3269b23395c12901e0?s=73&d=retro", "created": 1535363389, "last_modified": 1764231005, "pro": 0}, "last_reply_by": "legendBro", "last_touched": 1780927678, "title": 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\u540e\uff0c\u53ef **0 \u500d\u7387\u514d\u8d39\u4f53\u9a8c** \u4ee5\u4e0b\u6a21\u578b\uff1a\r\n\r\n- `gpt-5.5`\r\n- `gpt-5.4`\r\n- `gpt-5.4-mini`\r\n- `gpt-5.3-codex`\r\n\r\n\u4e5f\u5c31\u662f\u8bf4\uff0c\u6d3b\u52a8\u671f\u95f4\u4f7f\u7528 `team` \u5206\u7ec4\u8c03\u7528\u4e0a\u8ff0\u6a21\u578b\uff0c\u7528\u6237\u4fa7\u4e0d\u6263\u4f59\u989d\u3002\r\n\r\n## \u53c2\u4e0e\u65b9\u5f0f\r\n\r\n1. \u6ce8\u518c\u5e76\u767b\u5f55 Euzhi API \u516c\u76ca\u7ad9 \r\n   https://api.euzhi.com/\r\n\r\n2. \u8fdb\u5165\u300c\u63a7\u5236\u53f0 - \u4ee4\u724c\u300d\u9875\u9762\r\n\r\n3. \u627e\u5230\u8981\u4f7f\u7528\u7684 API Key \uff0c\u70b9\u51fb\u7f16\u8f91\r\n\r\n4. \u5c06\u53ef\u7528\u5206\u7ec4\u5207\u6362\u4e3a `team`\r\n\r\n5. \u4fdd\u5b58\u540e\u7ee7\u7eed\u4f7f\u7528\u539f API Key \u5373\u53ef\u514d\u8d39\u4f53\u9a8c\r\n\r\n## \u63a5\u5165\u5165\u53e3\r\n\r\n- \u6ce8\u518c\u5165\u53e3\uff1a[Euzhi API \u4e2d\u8f6c\u7ad9]( https://api.euzhi.com/)\r\n- Base URL\uff1a[https://api.euzhi.com/v1]( https://api.euzhi.com/v1)\r\n- \u6587\u6863\u5165\u53e3\uff1a[https://api.euzhi.com/docs]( https://api.euzhi.com/docs)\r\n\r\n## qq \u4ea4\u6d41\u7fa4\r\n![]( https://i.v2ex.co/Y54tvQIk.jpeg)", "content_rendered": "<p>\u5927\u5bb6\u597d\uff0cEuzhi API \u516c\u76ca\u7ad9\u4eca\u5929\u5f00\u542f\u4e00\u6b21\u9650\u65f6\u514d\u8d39\u4f53\u9a8c\u6d3b\u52a8\uff0c\u65b0\u7528\u6237\u6ce8\u518c\u767b\u5f55\u540e\u5373\u53ef\u53c2\u4e0e\u3002</p>\n<h2>\u6d3b\u52a8\u65f6\u95f4</h2>\n<p><strong>\u4eca\u665a \u73b0\u5728 - 24:00</strong></p>\n<h2>\u514d\u8d39\u4f53\u9a8c\u5185\u5bb9</h2>\n<p>\u6d3b\u52a8\u671f\u95f4\uff0c\u5c06\u4ee4\u724c\u5206\u7ec4\u5207\u6362\u4e3a <code>team</code> \u540e\uff0c\u53ef <strong>0 \u500d\u7387\u514d\u8d39\u4f53\u9a8c</strong> \u4ee5\u4e0b\u6a21\u578b\uff1a</p>\n<ul>\n<li><code>gpt-5.5</code></li>\n<li><code>gpt-5.4</code></li>\n<li><code>gpt-5.4-mini</code></li>\n<li><code>gpt-5.3-codex</code></li>\n</ul>\n<p>\u4e5f\u5c31\u662f\u8bf4\uff0c\u6d3b\u52a8\u671f\u95f4\u4f7f\u7528 <code>team</code> \u5206\u7ec4\u8c03\u7528\u4e0a\u8ff0\u6a21\u578b\uff0c\u7528\u6237\u4fa7\u4e0d\u6263\u4f59\u989d\u3002</p>\n<h2>\u53c2\u4e0e\u65b9\u5f0f</h2>\n<ol>\n<li>\n<p>\u6ce8\u518c\u5e76\u767b\u5f55 Euzhi API \u516c\u76ca\u7ad9\n<a href=\"https://api.euzhi.com/\" rel=\"nofollow\">https://api.euzhi.com/</a></p>\n</li>\n<li>\n<p>\u8fdb\u5165\u300c\u63a7\u5236\u53f0 - \u4ee4\u724c\u300d\u9875\u9762</p>\n</li>\n<li>\n<p>\u627e\u5230\u8981\u4f7f\u7528\u7684 API Key \uff0c\u70b9\u51fb\u7f16\u8f91</p>\n</li>\n<li>\n<p>\u5c06\u53ef\u7528\u5206\u7ec4\u5207\u6362\u4e3a <code>team</code></p>\n</li>\n<li>\n<p>\u4fdd\u5b58\u540e\u7ee7\u7eed\u4f7f\u7528\u539f API Key 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