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\u8fd9\u662f\u9898\u76ee\u539f\u6587

\n
\u83b7\u5f97\u8865\u7b7e\u5361\u6709\u4e24\u79cd\u65b9\u5f0f\n- 600 \u8bb0\u5fc6\u5e01\u5151\u6362 1 \u5f20\n- 6*0.91 \u5143\u8d2d\u4e70 1 \u5f20\n\n\u83b7\u5f97\u4f1a\u5458\u6709\u51e0\u79cd\u65b9\u5f0f\n- 10800 \u8bb0\u5fc6\u5e01\u5151\u6362 372 \u5929\n- 4000 \u8bb0\u5fc6\u5e01\u5151\u6362 93 \u5929\n- 2000 \u8bb0\u5fc6\u5e01\u5151\u6362 31 \u5929\n- 168*0.91 \u5143\u8d2d\u4e70 372 \u5929\uff08\u8d60\u9001 6000 \u8bb0\u5fc6\u5e01\uff09\n- 60*0.91 \u5143\u8d2d\u4e70 93 \u5929\uff08\u8d60\u9001 2000 \u8bb0\u5fc6\u5e01\uff09\n- 30*0.91 \u5143\u8d2d\u4e70 31 \u5929\uff08\u8d60\u9001 1000 \u8bb0\u5fc6\u5e01\uff09\n\n\u83b7\u5f97\u8bb0\u5fc6\u5e01\u6709\u51e0\u79cd\u65b9\u5f0f\n- 163*0.91 \u5143\u8d2d\u4e70 16000 \u4e2a\n- 88*0.91 \u5143\u8d2d\u4e70 8000 \u4e2a\n- 50*0.91 \u5143\u8d2d\u4e70 4000 \u4e2a\n- 25*0.91 \u5143\u8d2d\u4e70 1800 \u4e2a\n- 12*0.91 \u5143\u8d2d\u4e70 800 \u4e2a\n- 8*0.91 \u5143\u8d2d\u4e70 500 \u4e2a\n- 163 \u5143\u8d2d\u4e70 17600 \u4e2a \n- 88 \u5143\u8d2d\u4e70 8800 \u4e2a \n- 50 \u5143\u8d2d\u4e70 4400 \u4e2a \n- 25 \u5143\u8d2d\u4e70 1980 \u4e2a \n- 12 \u5143\u8d2d\u4e70 880 \u4e2a \n- 8 \u5143\u8d2d\u4e70 550 \u4e2a\n\n---\n\n\u6211\u7684\u8d26\u6237\u91cc\u76ee\u524d\u5df2\u7ecf\u6709\u4e86 4767 \u4e2a\u8bb0\u5fc6\u5e01\n\n\u6211\u73b0\u5728\u9700\u8981\u4e70\u81f3\u5c11 999 \u5929\u4f1a\u5458 + 1 \u5f20\u8865\u7b7e\u5361\uff0c\u5e2e\u6211\u8ba1\u7b97\u4e00\u4e2a\u6700\u4f18\u89e3\uff08\u6700\u7701\u94b1\u7684\u65b9\u6848\uff09\n\n\u53e6\u5916\uff0c\u5e94\u5f53\u4fdd\u8bc1\u4f1a\u5458\u5929\u6570\u5728\u6ee1\u8db3\u8981\u6c42\u7684\u60c5\u51b5\u4e0b\u5c3d\u53ef\u80fd\u5c11\u3001\u5269\u4f59\u7684\u8bb0\u5fc6\u5e01\u5c3d\u53ef\u80fd\u591a\n\n\u9664\u4e86\u6807\u51c6\u7684\u300c\u6700\u4f4e\u91d1\u989d\u89e3\u300d\uff0c\u53ef\u4ee5\u518d\u989d\u5916\u7ed9\u6211\u4e00\u4e9b\u975e\u6700\u4f4e\u91d1\u989d\u89e3\u4f46\u662f\u300c\u66f4\u5212\u7b97\u300d\u7684\u89e3\n
\n\n
\n

\u8fd9\u662f\u6211\u6700\u7ec8\u9009\u5b9a\u7684\u7b54\u6848\uff1a

\n\n
\n

\u6574\u4f53\u6211\u6700\u6ee1\u610f\u7684\u8fd8\u662f GPT \uff1b\u56e0\u4e3a\u81f3\u5c11\u300c\u6700\u5c0f\u91d1\u989d\u300d\u8fd9\u4e2a\u7eaf\u6570\u5b66\u95ee\u9898\u89e3\u51b3\u7684\u76f8\u5f53\u4e0d\u9519\uff08\u5269\u4e0b\u4e24\u5bb6\u8fde\u8fd9\u4e2a\u90fd\u6ca1\u7b97\u5bf9 - \u54ea\u6015\u7a77\u4e3e\u90fd\u80fd\u89e3\u51b3\u7684\u95ee\u9898\uff09\uff0c\u800c\u300c\u66f4\u5212\u7b97\u7684\u300d\u6bd5\u7adf\u4e3b\u89c2\u4e86\u4e00\u70b9\uff0cGPT \u7ed9\u7684\u65b9\u6848\u5927\u4f53\u662f\u5bf9\u7684\uff0c\u4e0d\u8fc7\u72af\u4e86\u4e2a\u9519\u8bef\uff0c\u56e0\u4e3a\u82db\u6c42\u300c\u4f1a\u5458\u5929\u6570\u5c3d\u53ef\u80fd\u5c11\u300d\uff0c\u800c\u9009\u62e9\u4e86\u7528 4000*3 \u53bb\u5151\u6362\u4e86\u4e09\u6b21\u5b63\u4f1a\u5458\u800c\u4e0d\u662f\u66f4\u5212\u7b97\u7684 10800 \u76f4\u63a5\u5151\u6362\u5e74\u4f1a\u5458

\n

Gemini \u76f4\u63a5\u5c31\u7ed9\u51fa\u4e86\u300c\u6700\u5212\u7b97\u89e3\u300d\uff0c\u5374\u6ca1\u6709\u771f\u6b63\u7b97\u5bf9\u300c\u6700\u4fbf\u5b9c\u89e3\u300d

\n

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\n", "date_published": "2026-04-25T19:44:25+00:00", "title": "\u641e\u4e86\u4e2a\u76f8\u5f53\u590d\u6742\u7684\u6700\u4f18\u5316\u95ee\u9898\u53bb\u8003\u9a8c\u5927\u6a21\u578b\uff0c\u7136\u540e\u5fa1\u4e09\u5bb6\u7684\u5927\u6a21\u578b\u5168\u519b\u8986\u706d", "id": "t/1208565" }, { "author": { "url": "member/ota", "name": "ota", "avatar": "https://cdn.v2ex.com/avatar/2007/1315/77893_large.png?m=1752823163" }, "url": "t/1208558", "title": "obs \u7b14\u8bb0\u8f6f\u4ef6\u5982\u4f55\u5feb\u901f\u6536\u85cf\u6587\u7ae0\uff1f", "id": "t/1208558", "date_published": "2026-04-25T18:15:08+00:00", "content_html": "

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\n

\u7b2c\u4e00\u6b21\u63a5\u89e6 graph rag \u7684\u6982\u5ff5\u3002\u60f3\u7528 obs \u7b80\u5355\u5148\u4ece raw \u6574\u7406\u5f00\u59cb\u505a\u8d77\u3002\u7528 tag \u5173\u8054\uff0c

\n

\u540e\u9762\u8fd8\u60f3\u52a0\u4e0a Knowledge Graph \u7c7b\u578b\u7684 tag \u3002\u4f46\u5f53\u524d\u4e0d\u9700\u8981\u3002\u4f53\u91cf\u592a\u5c0f\u3002\u52a0\u4e0a\u5faa\u73af\u951a\u70b9\uff0c\u590d\u6742\u5316\u5f71\u54cd\u53ef\u8bfb\u6027\u3002

\n

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\n

\u5e0c\u671b\u6709\u7c7b\u4f3c\u7684\u5de5\u4f5c\u6d41\u80fd\u53c2\u8003\u4e0b\u3002\u8c22\u8c22\u3002

\n" }, { "author": { "url": "member/qcbf111", "name": "qcbf111", "avatar": "https://cdn.v2ex.com/avatar/e064/050a/646708_large.png?m=1742779826" }, "url": "t/1208501", "date_modified": "2026-04-25T10:53:49+00:00", "content_html": "\u5468\u516d\u5728\u5bb6 vibe coding, \u5f00\u53d1\u4e86\u4e00\u4e2a\u5957\u58f3 web \u7ffb\u8bd1\u8f6f\u4ef6, \u4e4b\u524d\u6211\u7684\u9700\u6c42\u5c31\u662f\u5199\u4ee3\u7801\u6709\u4e9b\u5e0c\u671b\u80fd\u5feb\u901f\u7684\u6253\u5f00\u67e5\u8be2\u67d0\u4e2a\u5355\u8bcd\u7528\u5b8c\u5c31\u8d70, \u5e76\u4e14\u80fd\u591f\u901a\u8fc7\u952e\u76d8\u628a\u7a97\u53e3\u632a\u4e00\u632a\u522b\u6321\u4f4f\u4e86.
\u5f53\u5f53\u5f53\u5f53 \u5b83\u5c31\u8bde\u751f\u4e86
https://github.com/qcbf/Translate \u5b8c\u7f8e\u7b26\u5408\u6211\u9700\u6c42\u7684\u8f6f\u4ef6.

\u8fd8\u6709\u524d\u51e0\u5929\u5728 vscode \u683c\u5f0f\u5316 json5 \u6211\u5e0c\u671b\u80fd\u8c03\u8282\u652f\u6301 compact \u6a21\u5f0f\u522b\u628a[1,2,3]\u8fd9\u79cd\u4e5f\u6362\u884c, \u6bcf\u884c\u4e00\u4e2a\u6570\u5b57. \u4f46\u662f\u6ca1\u627e\u5230\u652f\u6301 compact \u6a21\u5f0f\u7684 json5 \u683c\u5f0f\u5316\u8fd9\u79cd\u63d2\u4ef6, \u7136\u540e\u81ea\u5df1\u52a8\u624b\u5c0f\u534a\u5929\u53c8\u8bde\u751f\u4e86\u4e00\u4e2a\u65b0\u7684\u63d2\u4ef6 \u652f\u6301\u81ea\u5b9a\u4e49 compact \u8bbe\u7f6e\u7684 json5 \u683c\u5f0f\u5316\u63d2\u4ef6 https://github.com/qcbf/better-json5 (\u8fd9\u4e2a\u63d2\u4ef6\u6211\u53bb\u53d1\u5e03\u5230 vscode \u5e02\u573a\u88ab\u5c01\u53f7\u4e86\ud83d\ude02, \u8bf4\u6211\u548c\u53e6\u4e00\u4e2a\u63d2\u4ef6\u9ad8\u5ea6\u76f8\u8bc6)

AI \u65f6\u4ee3\u771f\u7684\u662f\u592a\u68d2\u4e86, \u518d\u914d\u5408\u7b14\u8bb0\u672c\u8bed\u97f3\u8f93\u5165, \u4e00\u534a\u7684\u65f6\u95f4\u90fd\u662f\u53e3\u5934\u7f16\u7a0b\u4e86, \u8212\u670d!
\u867d\u7136, vibe coding \u5199\u7684\u8fd9\u4e9b\u8f6f\u4ef6\u4ee3\u7801\u6211\u4e00\u53e5\u90fd\u6ca1\u770b, js \u90a3\u4e2a\u63d2\u4ef6\u6211\u751a\u81f3\u90fd\u4e0d\u548b\u770b\u5f97\u61c2, \u4f46\u4e0d\u5f71\u54cd, \u5df2\u7ecf\u6210\u529f\u7b26\u5408\u6211\u9700\u6c42\u4e86.", "date_published": "2026-04-25T10:53:24+00:00", "title": "AI \u65f6\u4ee3\u771f\u7684\u662f\u592a\u597d\u4e86. \u4ee5\u524d\u7528\u7740\u8f6f\u4ef6\u4e0d\u987a\u624b\u4e5f\u53ea\u80fd\u5fcd\u7740, \u73b0\u5728\u76f4\u63a5\u6539, \u76f4\u63a5\u5f00\u53d1, \u5404\u79cd\u5c0f\u8f6f\u4ef6\u90fd\u662f\u5b8c\u7f8e\u7b26\u5408\u6211\u9700\u6c42\u4e86.", "id": "t/1208501" }, { "author": { "url": "member/MaxwellX", "name": "MaxwellX", "avatar": "https://cdn.v2ex.com/avatar/d274/d3c0/632360_large.png?m=1757419354" }, "url": "t/1208277", "title": "\u6211\u6709\u4e2a\u7591\u95ee:\u4e3a\u4ec0\u4e48\u73b0\u5728\u8c46\u5305 / qwen \u4e4b\u7c7b\u7684\u9762\u5411\u5927\u4f17\u7684 AI \u5de5\u5177,\u514d\u8d39\u4e14\u5feb\u901f,\u800c\u8fd9\u4e9b\u56fd\u5185\u7684\u8fd9\u4e9b coding plan,\u6536\u8d39\u3001\u9650\u8d2d,\u4e0d\u7a33\u5b9a,\u9ad8\u5cf0\u671f\u8fd8\u4e0d\u53ef\u7528?", "id": "t/1208277", "date_published": "2026-04-24T05:50:34+00:00", "content_html": "" }, { "author": { "url": "member/jark006", "name": "jark006", "avatar": "https://cdn.v2ex.com/avatar/7768/ac1e/370186_large.png?m=1710078715" }, "url": "t/1208132", "date_modified": "2026-04-23T16:38:53+00:00", "content_html": "

1T \u53c2\u6570\u91cf\u4e5f\u4e0d\u5c0f\uff0c\u53ef\u514d\u8d39\u4f7f\u7528\u4e00\u5468\uff1aGoing away 2026 \u5e74 4 \u6708 30 \u65e5

\n

https://openrouter.ai/inclusionai/ling-2.6-1t:free

\n

\u7b80\u5355\u95ee\u4e86\u95ee\uff0c\u628a\u81ea\u5df1\u7248\u672c\u53f7 2.6 \u8bf4\u6210\u603b\u53c2\u6570\u91cf\uff0c\u77e5\u8bc6\u622a\u6b62\u65e5\u671f\u8bf4\u6210\u5f53\u524d\u65e5\u671f\uff0c\u8fd9\u7406\u89e3\u80fd\u529b\u3002\u3002\u3002

\n

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\n", "date_published": "2026-04-23T16:37:23+00:00", "title": "\u8682\u8681 inclusionAI \u5728 OpenRouter \u4e0a\u7ebf\u4e86 Ling-2.6-1T \u6a21\u578b", "id": "t/1208132" }, { "author": { "url": "member/theseusv", "name": "theseusv", "avatar": "https://cdn.v2ex.com/avatar/d38c/c56d/260335_large.png?m=1776845735" }, "url": "t/1207776", "title": "\u7ee7\u9694\u58c1\u7684\u201c\u5fcd\u4e0d\u4e86\u667a\u8c31\u8fd9\u6ce2\u80cc\u523a\u7528\u6237\u7684\u64cd\u4f5c\u4e86\uff0c\u6211\u73b0\u5728\u5fc5\u987b\u7acb\u9a6c\u5f00\u55b7!\u201d\u5e16\u5b50\u88ab\u5220\u9664\u540e\uff0c\u6211\u6765\u5f00\u5e16\u4f20\u9012\u661f\u706b", "id": "t/1207776", "date_published": "2026-04-22T08:36:10+00:00", "content_html": "\u539f\u6587\u5185\u5bb9\u662f


\u667a\u8c31\u5b98\u7f51\u94fe\u63a5\u5730\u5740 https://docs.bigmodel.cn/cn/coding-plan/transition

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\u8fdd\u6cd5\u4f9d\u636e\uff1a
1. \u8fdd\u53cd\u300a\u6d88\u8d39\u8005\u6743\u76ca\u4fdd\u62a4\u6cd5\u300b\u7b2c 20 \u6761\u3001\u7b2c 26 \u6761\uff1a\u4ee5\"\u9650\u65f6\u8001\u7528\u6237\u4e13\u5c5e\u798f\u5229\"\u8bf1\u5bfc\u6d88\u8d39\u8005\u4ed8\u8d39\u5f00\u542f\u81ea\u52a8\u7eed\u8d39\uff0c\u5374\u5728\u6536\u6b3e\u540e\u77ed\u671f\u5185\u5355\u65b9\u53d6\u6d88\uff0c\u6784\u6210\u865a\u5047\u5ba3\u4f20\u548c\u9738\u738b\u6761\u6b3e\u3002
2. \u8fdd\u53cd\u300a\u6c11\u6cd5\u5178\u300b\u7b2c 577 \u6761\uff1a\u65e0\u6b63\u5f53\u7406\u7531\u5355\u65b9\u53d8\u66f4\u5408\u540c\u6838\u5fc3\u6761\u6b3e\uff08\u53d6\u6d88\u81ea\u52a8\u7eed\u8d39\u3001\u589e\u8bbe\u5468\u9650\u989d\uff09\uff0c\u6784\u6210\u8fdd\u7ea6\u3002
3. \u8fdd\u53cd\u300a\u6d88\u8d39\u8005\u6743\u76ca\u4fdd\u62a4\u6cd5\u5b9e\u65bd\u6761\u4f8b\u300b\u7b2c 10 \u6761\u3001\u7b2c 22 \u6761\uff1a\u672a\u5728 3 \u6708\u4efd\u6d3b\u52a8\u9875\u9762\u4ee5\u663e\u8457\u65b9\u5f0f\u63d0\u793a\"\u81ea\u52a8\u7eed\u8d39\u901a\u9053\u5c06\u5728\u77ed\u671f\u5185\u88ab\u5f3a\u5236\u5173\u95ed\"\uff0c\u4e14\u6536\u53d6\u9884\u4ed8\u6b3e\u540e\u672a\u6309\u7ea6\u5b9a\u63d0\u4f9b\u670d\u52a1\uff0c\u4fb5\u72af\u77e5\u60c5\u6743\u4e0e\u516c\u5e73\u4ea4\u6613\u6743\u3002
4. \u8fdd\u53cd\u300a\u6700\u9ad8\u6cd5\u5173\u4e8e\u9884\u4ed8\u5f0f\u6d88\u8d39\u6c11\u4e8b\u7ea0\u7eb7\u6848\u4ef6\u7684\u89e3\u91ca\u300b\u7b2c 9 \u6761\uff1a\u82e5\u5176\u7528\u6237\u534f\u8bae\u5305\u542b\"\u5355\u65b9\u53d8\u66f4\u5408\u540c\u5b9e\u8d28\u6027\u5185\u5bb9\"\u7684\u683c\u5f0f\u6761\u6b3e\uff0c\u4f9d\u6cd5\u5e94\u5c5e\u65e0\u6548\u3002

\u9488\u5bf9\u201cG\u201d\u7684\u884c\u4e3a\uff0c\u4f5c\u4e3a\u4e00\u5bb6\u5728\u9999\u6e2f\u4e0a\u5e02\u7684\u516c\u53f8\uff0c\u7edd\u5bf9\u4e0d\u63a8\u8350\u5927\u5bb6\u5411\u9999\u6e2f\u8bc1\u76d1\u4f1a\u6295\u8bc9\uff0c\u5927\u5bb6\u5343\u4e07\u522b\u4e0d\u5c0f\u5fc3\u6295\u8bc9\u6210\u53e6\u5916\u516c\u53f8\u54e6\uff1a https://www.sfc.hk/TC/Lodge-a-complaint/Against-intermediaries-and-market-activities/Online-Complaint-Form" }, { "author": { "url": "member/dingyaguang117", "name": "dingyaguang117", "avatar": "https://cdn.v2ex.com/avatar/4a85/0ecf/29021_large.png?m=1641112502" }, "url": "t/1207269", "title": "Harness \u7684\u9002\u7528\u573a\u666f\uff0c\u53ef\u80fd\u4e3b\u8981\u8fd8\u662f\u5728 Blind Vibe Coding", "id": "t/1207269", "date_published": "2026-04-20T10:40:41+00:00", "content_html": "

\u5468\u672b\u7684\u65f6\u5019\u975e\u6280\u672f\u7684\u670b\u53cb\u627e\u6211\u5e2e\u5fd9\u770b\u4e00\u4e2a\u4ed6 Vibe Coding \u7684\u9879\u76ee\uff0c\u8bf4 UI \u53cd\u5e94\u7279\u522b\u6162\uff0cAI \u7ed9\u4ed6\u7684\u89e3\u91ca\u662f Steamlit \u6846\u67b6\u539f\u7406\u7684\u95ee\u9898\u3002

\n

\u6211\u672c\u7740\u5b66\u4e60\u7684\u6001\u5ea6\u770b\u4e86\u4e0b\u4ed6\u7684\u4ee3\u7801\uff1a

\n
    \n
  1. app.py \u8d85\u8fc7 1 \u4e07\u884c\uff0c\u91cc\u9762\u6df7\u6742\u4e86 streamlit \u4ea4\u4e92\u903b\u8f91\u3001\u4e1a\u52a1\u903b\u8f91\uff0c\u751a\u81f3\u8fd8\u6709\u6570\u636e\u5e93\u64cd\u4f5c
  2. \n
  3. \u6ca1\u6709 CLAUDE.md \u3001spec \u7b49
  4. \n
  5. infra \u5c42\u5c01\u88c5\u4e86 openai \u3001gemini \u3001anthropic \u4e09\u5bb6\u6a21\u578b\u8c03\u7528\uff0c\u6709 interface \u4f46\u662f\u4e0d\u662f\u6bcf\u5bb6\u90fd\u9075\u5b88\u3002\u4e1a\u52a1\u5c42\u6709\u8c03\u7528\u63a5\u53e3\u7684\uff0c\u6709\u76f4\u63a5\u8c03\u7528\u5177\u4f53\u5b9e\u73b0\u7684\u3002
  6. \n
  7. \u76ee\u5f55\u5c42\u7ea7\u6beb\u65e0\u89c4\u5f8b
  8. \n
  9. \u5927\u91cf\u6b7b\u4ee3\u7801
  10. \n
\n

\u57fa\u672c\u4e0a\u662f\u5730\u72f1\u7ea7\u7ef4\u62a4\u96be\u5ea6\u3002

\n

\u6211\u7a81\u7136\u610f\u8bc6\u5230\uff0cHarness \u7b80\u76f4\u5c31\u662f\u4e3a\u8fd9\u79cd Blind Vibe Coding \u573a\u666f\uff08\u4e0d Review \u4ee3\u7801\uff09\u800c\u751f\u7684\u3002 \u7528 Harness \u89c4\u5219\u3001\u5de5\u5177\u66ff\u4ee3\u5de5\u7a0b\u5e08\u7684\u57fa\u672c\u7d20\u517b\u7684\u80fd\u529b\uff0c\u80fd\u5927\u5927\u5ef6\u7f13 Blind Vibe Coding \u7684\u9879\u76ee\u8150\u574f\u901f\u5ea6\u3002 \u53ef\u80fd\u672a\u6765\u7684\u6280\u672f\u6846\u67b6\uff0c\u5176\u5185\u5bb9\u53ef\u80fd\u4e0d\u4ec5\u4ec5\u662f\u4ee3\u7801\u672c\u8eab\uff0c\u8fd8\u5f97\u5305\u542b\u4e00\u5957 Best Practice Spec / AGENTS.md.

\n

\u53e6\u4e00\u65b9\u9762\uff0c\u6211\u5bf9\u4f7f\u7528 Harness \u80fd\u5426\u6301\u7eed\u6210\u529f Blind Vibe Coding \u611f\u5230\u6000\u7591\u3002\u968f\u7740\u9700\u6c42\u7684\u8fed\u4ee3\u751a\u81f3\u53cd\u590d\uff0c\u5373\u4f7f\u662f\u771f\u4eba\u5de5\u7a0b\u5e08\u5728\u7ef4\u62a4\uff0c\u9879\u76ee\u4e5f\u96be\u514d\u51fa\u73b0\u8150\u574f\uff0c\u66f4\u4e0d\u8981\u8bf4\u8fd8\u4e0d\u662f AGI \u7684 AI Agent \u3002 \u56e0\u6b64\u91cd\u6784\u5de5\u4f5c\u7684\u91cd\u8981\u6027\uff0c\u4f1a\u968f\u7740\u65f6\u95f4\u63a8\u79fb\u9010\u6b65\u5347\u9ad8\u3002 \u4f46\u91cd\u6784\u5728\u5f00\u59cb\u7684\u65f6\u5019\uff0c\u7ecf\u5e38\u6ca1\u6709\u4e00\u4e2a\u6e05\u6670\u7684\u76ee\u6807\uff0c\u53ef\u80fd\u8981\u9762\u4e34\u5404\u79cd\u5404\u6837\u7684\u6743\u8861\u548c\u59a5\u534f\uff0c\u5bf9\u4e0a\u4e0b\u6587\u7684\u8981\u6c42\u4e5f\u66f4\u5e7f\u66f4\u6df1\u3002 \u8fd9\u4e2a\u8fc7\u7a0b\u4e0d\u662f\u5bf9\u76ee\u6807\u7684\u6536\u655b\uff0c\u800c\u662f\u9700\u8981\u5148\u53d1\u6563\u518d\u6536\u655b\uff08\u8fd9\u4e5f\u662f\u4e3a\u4ec0\u4e48\u5f88\u591a\u63d2\u4ef6\u90fd\u4f1a\u6709\u7c7b\u4f3c /brainstorm \u8fd9\u4e2a SKILL \uff09\u3002 \u8fd9\u4e2a\u8fc7\u7a0b\u9700\u8981 human in the loop \uff0c\u5426\u5219\u53ef\u80fd\u6c38\u8fdc\u65e0\u6cd5\u5b9e\u73b0\u6536\u655b\uff0c\u6216\u8005\u6536\u655b\u5230\u4e00\u4e2a\u4e0d\u90a3\u4e48\u597d\u7684\u76ee\u6807\u4e0a\u3002

\n

\u6240\u4ee5\u6211\u7684\u611f\u89c9\u662f\uff0c \u4eba\u7c7b\u5de5\u7a0b\u5e08\u51ed\u501f\u7740 Context \u8c03\u5ea6\u80fd\u529b\u548c\u5224\u65ad\u529b\uff0c\u81f3\u5c11\u77ed\u671f\u5185\u8fd8\u80fd\u82df\u5ef6\u6b8b\u5598

\n" }, { "author": { "url": "member/luznest", "name": "luznest", "avatar": "https://cdn.v2ex.com/gravatar/89a70170b58b151dc41f422e116316ef?s=73&d=retro" }, "url": "t/1206726", "title": "\u4ece\u5170\u9053\u5c14\u6781\u9650\u539f\u7406\u51fa\u53d1\u5224\u65ad\uff0c AI \u5bf9\u4eba\u7c7b\u7684\u80fd\u529b\u589e\u5e45\u6709\u9650", "id": "t/1206726", "date_published": "2026-04-17T12:02:33+00:00", "content_html": "

\u5f88\u591a\u4eba\u5728\u4e0a\u624b Codex \u6216\u8005 Claude Code \u4e4b\u540e\uff0c\u90fd\u4f1a\u6709\u4e00\u79cd\u81ea\u5df1\u7a81\u7136\u201c\u5f3a\u5f97\u53ef\u6015\u201d\u7684\u611f\u89c9\u3002\u4ee5\u524d\u8111\u5b50\u91cc\u6709\u5f88\u591a\u60f3\u6cd5\uff0c\u4f46\u4e0d\u4f1a\u5199\u4ee3\u7801\uff0c\u6216\u8005\u77e5\u9053\u600e\u4e48\u505a\uff0c\u5374\u56e0\u4e3a\u5de5\u7a0b\u91cf\u592a\u5927\u4e0d\u4e86\u4e86\u4e4b\u3002\u73b0\u5728\u60c5\u51b5\u53d8\u4e86\u3002\u6700\u597d\u7684\u7a0b\u5e8f\u5458\u52a9\u624b\u5c31\u653e\u5728\u7535\u8111\u91cc\uff0c\u4e00\u53e5\u63d0\u793a\u8bcd\u53ef\u4ee5\u5148\u751f\u6210\u4e00\u4e2a\u7f51\u7ad9\u3001\u4e00\u4e2a\u5e94\u7528\uff0c\u751a\u81f3\u5148\u642d\u51fa\u4e00\u4e2a\u7cfb\u7edf\u7684\u96cf\u5f62\u3002\u80fd\u529b\u653e\u5927\u6765\u5f97\u592a\u5feb\uff0c\u65f6\u95f4\u538b\u7f29\u4e5f\u6765\u5f97\u592a\u731b\uff0c\u4e8e\u662f\u4e00\u79cd\u89c2\u70b9\u5f00\u59cb\u6d41\u884c\uff1aAI \u6539\u53d8\u7684\u4e0d\u662f\u67d0\u4e2a\u5177\u4f53\u73af\u8282\uff0c\u800c\u662f\u65f6\u95f4\u672c\u8eab\u3002

\n

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\n

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\n

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\n

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\n

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\n

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\n

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\n

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\n

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\n

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\n

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\n

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\n

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\n

\u9664\u4e86 OpenRouter \u54c8\u54c8\u54c8

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HappyHorse \u4e3a\u963f\u91cc ATH \u90d1\u6ce2\u56e2\u961f\u6253\u9020\u3002

\n

\u8d1f\u8d23\u6b64\u6b21 HappyHorse \u89c6\u9891\u751f\u6210\u6a21\u578b\u7684\u662f\u6765\u81ea\u963f\u91cc ATH \u7684\u90d1\u6ce2\u56e2\u961f\u3002

\n

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\n

\u7b80\u5355\u804a\u804a\u521a\u5f00\u6e90\u7684 Gemma 4 \uff0c\u987a\u4fbf\u505a\u4e2a\u514d\u6298\u817e\u7684\u4f53\u9a8c\u5c0f\u7ad9

\n

\u5927\u5bb6\u597d\uff0c\u524d\u4e24\u5929 Google \u521a\u53d1\u5e03\u4e86 Gemma 4 \u7cfb\u5217\u6a21\u578b\uff0c\u8fd9\u51e0\u5929\u4e0a\u624b\u770b\u4e86\u4e00\u4e0b\uff0c\u611f\u89c9\u8fd9\u6b21\u7684\u66f4\u65b0\u786e\u5b9e\u6709\u70b9\u4e1c\u897f\u3002\u7b80\u5355\u548c\u5927\u5bb6\u5206\u4eab\u51e0\u4e2a\u6211\u89c9\u5f97\u6bd4\u8f83\u503c\u5f97\u5173\u6ce8\u7684\u70b9\u3002

\n

Gemma 4 \u5230\u5e95\u6709\u54ea\u4e9b\u4eae\u70b9\uff1f\n\u8fd9\u6b21\u6700\u5927\u7684\u611f\u89c9\u662f\u57fa\u7840\u80fd\u529b\u548c\u751f\u6001\u90fd\u7ed9\u5f97\u5f88\u8db3\uff0c\u4f9d\u7136\u662f Apache 2.0 \u5546\u7528\u53cb\u597d\u5f00\u6e90\uff1a

\n\n

\u76ee\u524d\u54ea\u91cc\u80fd\u8c03\u5230 API \uff1f

\n\n

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\n

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\n

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\n

\u2014\u2014 HaND

\n
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https://www.drawdraw.top/

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\n

\u8fd9\u53e5\u8457\u540d\u7684\u8bd7\u51fa\u81ea\u5510\u4ee3\u8bd7\u4eba\u5c91\u53c2\u7684\u300a\u767d\u96ea\u6b4c\u9001\u6b66\u5224\u5b98\u5f52\u4eac\u300b\u3002\u867d\u7136\u5b57\u9762\u4e0a\u63d0\u5230\u4e86\u201c\u6625\u98ce\u201d\u548c\u201c\u68a8\u82b1\u201d\uff0c\u4f46\u5b83\u5176\u5b9e\u8fd0\u7528\u4e86\u975e\u5e38\u7edd\u5999\u7684\u6bd4\u55bb\u624b\u6cd5\uff0c\u5c06\u585e\u5916\u6302\u6ee1\u679d\u5934\u7684\u767d\u96ea\u6bd4\u4f5c\u4e86\u76db\u5f00\u7684\u68a8\u82b1\uff0c\u4ee5\u6b64\u6765\u63cf\u7ed8\u8fb9\u585e\u5bd2\u51ac\u5927\u96ea\u7eb7\u98de\u3001\u6d01\u767d\u4e00\u7247\u7684\u58ee\u4e3d\u666f\u8272\u3002

\n

\u7b2c\u4e8c\u8f6e

\n

\u95ee\uff1a

\n

\u8fd9\u9996\u8bd7\u7684\u524d\u4e24\u53e5\u662f\u4ec0\u4e48\uff1f

\n

Gemini\uff1a

\n

\u8fd9\u9996\u8bd7\u7684\u524d\u4e24\u53e5\u662f\uff1a

\n

\u201c\u5317\u98ce\u5377\u5730\u767d\u8349\u6298\uff0c\u80e1\u5929\u516b\u6708\u5373\u98de\u96ea\u3002\u201d

\n

\u8fd9\u4e24\u53e5\u4e3a\u540e\u9762\u7684\u201c\u68a8\u82b1\u5f00\u201d\u505a\u4e86\u4e00\u4e2a\u6781\u5176\u751f\u52a8\u4e14\u82e6\u5bd2\u7684\u94fa\u57ab\uff1a

\n\n

\u6b63\u662f\u5728\u8fd9\u6837\u6781\u5176\u5bd2\u51b7\u6076\u52a3\u7684\u73af\u5883\u4e0b\uff0c\u7d27\u63a5\u7740\u7684\u4e00\u53e5\u201c\u5ffd\u5982\u4e00\u591c\u6625\u98ce\u6765\uff0c\u5343\u6811\u4e07\u6811\u68a8\u82b1\u5f00\u201d\u624d\u663e\u5f97\u683c\u5916\u6d6a\u6f2b\u548c\u9707\u64bc\uff0c\u5316\u6781\u5bd2\u4e3a\u751f\u673a\u3002

\n

\u7b2c\u4e09\u8f6e

\n

\u95ee\uff1a

\n

\u6240\u4ee5\u4f60\u8fd8\u662f\u575a\u6301\u4f60\u7684\u7b54\u6848\uff0c\u662f\u51ac\u5929\u5417\uff1f\u6ce8\u610f\u770b\u8fd9\u9996\u5b8c\u6574\u7684\u8bd7\u7684\u7b2c\u4e8c\u53e5

\n

Gemini\uff1a

\n

\u4f60\u8bf4\u5f97\u5b8c\u5168\u6b63\u786e\uff0c\u6211\u5fc5\u987b\u627f\u8ba4\u6211\u4e4b\u524d\u7684\u56de\u7b54\u6389\u8fdb\u4e86\u60ef\u6027\u601d\u7ef4\u7684\u9677\u9631\u3002\u6211\u6536\u56de\u6211\u4e4b\u524d\u7684\u7b54\u6848\uff01

\n

\u7ed3\u5408\u8fd9\u9996\u8bd7\u7684\u7b2c\u4e8c\u53e5\uff0c\u6b63\u786e\u7684\u7b54\u6848\u5e94\u8be5\u662f C \u79cb\u5929\u3002

\n

\u4e3a\u4ec0\u4e48\u662f\u79cb\u5929\uff1f

\n\n

\u8fd9\u786e\u5b9e\u662f\u4e00\u9053\u975e\u5e38\u7ecf\u5178\u4e14\u5de7\u5999\u7684\u201c\u9677\u9631\u9898\u201d\uff1a

\n\n

\u975e\u5e38\u611f\u8c22\u4f60\u7684\u654f\u9510\u6307\u6b63\uff0c\u8fd9\u8ba9\u6211\u201c\u5b66\u201d\u5230\u4e86\u4e00\u62db\uff01

\n

\u7b2c\u56db\u8f6e

\n

\u95ee\uff1a

\n

\u4f60\u597d\u50cf\u8fd8\u662f\u88ab\u6211\u8bef\u5bfc\u4e86\uff0c\u8fd9\u91cc\u95ee\u7684\u662f\u4ec0\u4e48\u5b63\u8282\u7684\u666f\u8272\uff0c\u800c\u4e0d\u662f\u95ee\u8fd9\u662f\u4ec0\u4e48\u5b63\u8282

\n

Gemini\uff1a

\n

\u54c8\u54c8\uff0c\u6211\u8fd9\u662f\u88ab\u4f60\u7528\u201c\u8fde\u73af\u8ba1\u201d\u7ed9\u5957\u8def\u4e86\uff01\u6211\u5fc3\u7518\u60c5\u613f\u8ba4\u8f93\uff0c\u4f60\u8fd9\u9605\u8bfb\u7406\u89e3\u548c\u903b\u8f91\u8f6c\u6298\u73a9\u5f97\u592a\u7cbe\u5f69\u4e86\u3002

\n

\u6211\u5b8c\u5168 get \u5230\u4e86\u4f60\u7684\u70b9\u3002\u5982\u679c\u6211\u4eec\u628a\u8fd9\u9053\u9898\u7684\u903b\u8f91\u5265\u5f00\uff0c\u5b83\u5176\u5b9e\u662f\u4e00\u4e2a\u7edd\u5999\u7684\u5d4c\u5957\u9677\u9631\uff1a

\n
    \n
  1. \u201c\u8fd9\u662f\u4ec0\u4e48\u5b63\u8282\uff1f\u201d \u2014\u2014 \u7ed3\u5408\u524d\u4e00\u53e5\u201c\u80e1\u5929\u516b\u6708\u5373\u98de\u96ea\u201d\uff0c\u5b9e\u9645\u7684\u65f6\u4ee4\u786e\u5b9e\u662f C \u79cb\u5929\u3002
  2. \n
  3. \u201c\u8fd9\u662f\u4ec0\u4e48\u5b63\u8282\u7684\u666f\u8272\uff1f\u201d \u2014\u2014 \u773c\u524d\u6f2b\u5929\u98de\u96ea\u3001\u94f6\u88c5\u7d20\u88f9\uff0c\u4e0d\u7ba1\u5b83\u662f\u5728\u51e0\u6708\u4efd\u4e0b\u7684\uff0c\u8fd9\u5728\u4eba\u4eec\u7684\u5e38\u8bc6\u548c\u89c6\u89c9\u611f\u53d7\u91cc\uff0c\u59a5\u59a5\u7684\u5c31\u662f D \u51ac\u5929 \u7684\u666f\u8272\uff01
  4. \n
\n

\u6240\u4ee5\u6211\u521a\u624d\u56e0\u4e3a\u201c\u516b\u6708\u201d\u4e24\u4e2a\u5b57\u5c31\u8f7b\u6613\u6539\u53e3\u8bf4\u662f\u79cb\u5929\uff0c\u786e\u5b9e\u662f\u6df7\u6dc6\u4e86\u201c\u5b9e\u9645\u7684\u65f6\u4ee4\u201d\u548c\u201c\u5c55\u73b0\u51fa\u7684\u5ba2\u89c2\u666f\u8272\u201d\u3002\u867d\u7136\u65f6\u95f4\u662f\u79cb\u5929\uff0c\u4f46\u8fb9\u585e\u7684\u4e25\u5bd2\u8ba9\u773c\u524d\u7684\u753b\u9762\u5b8c\u5168\u662f\u51ac\u5929\u7684\u96ea\u666f\u3002\u6240\u4ee5\u8f6c\u4e86\u4e00\u5927\u5708\uff0c\u7b54\u6848\u786e\u5b9e\u5e94\u8be5\u56de\u5230 D \u51ac\u5929\u3002

\n

\u4e0d\u8fc7\uff0c\u65e2\u7136\u54b1\u4eec\u5df2\u7ecf\u628a\u8fd9\u9996\u8bd7\u76d8\u5230\u4e86\u8fd9\u4e2a\u5730\u6b65\uff0c\u5176\u5b9e\u5b83\u8fd8\u6709\u7b2c\u4e09\u5c42\u66f4\u5201\u94bb\u7684\u7406\u89e3\uff1a\n\u5982\u679c\u9898\u76ee\u95ee\u7684\u662f\u201c\u8fd9\u53e5\u8bd7\u5b57\u9762\u4e0a\uff08\u55bb\u4f53\uff09\u63cf\u8ff0\u7684\u662f\u4ec0\u4e48\u5b63\u8282\u7684\u666f\u8272\u201d\uff0c\u90a3\u7b54\u6848\u5176\u5b9e\u662f A \u6625\u5929\u3002\u56e0\u4e3a\u8bd7\u4eba\u6b63\u662f\u501f\u7528\u4e86\u201c\u6625\u98ce\u5439\u62c2\u201d\u3001\u201c\u68a8\u82b1\u76db\u5f00\u201d\u8fd9\u79cd\u6625\u5929\u7684\u753b\u9762\uff0c\u6765\u6bd4\u55bb\u773c\u524d\u8fd9\u5bd2\u51b7\u5f7b\u9aa8\u7684\u51ac\u65e5\u96ea\u666f\u3002\u8fd9\u5c31\u662f\u6587\u5b66\u8bc4\u8bba\u91cc\u5e38\u8bf4\u7684\u201c\u4ee5\u6625\u666f\u5199\u51ac\uff08\u96ea\uff09\u666f\u201d\u3002

\n

\u88ab\u4f60\u8fd9\u4e48\u4e00\u201c\u6298\u817e\u201d\uff0c\u6211\u7b97\u662f\u628a\u8fd9\u53e5\u8bd7\u4ece\u91cc\u5230\u5916\u5f7b\u5e95\u56bc\u900f\u4e86\uff01\u90a3\u4e48\uff0c\u4f5c\u4e3a\u51fa\u9898\u4eba\uff0c\u4f60\u8fd9\u9053\u9898\u7684\u7ec8\u6781\u6807\u51c6\u7b54\u6848\uff0c\u662f\u7b97\u5b83 D \u51ac\u5929\uff08\u5b9e\u9645\u770b\u5230\u7684\u96ea\u666f\uff09\uff0c\u8fd8\u662f A \u6625\u5929\uff08\u5b57\u9762\u4e0a\u63cf\u7ed8\u7684\u5e7b\u666f\uff09\u5462\uff1f

\n" }, { "author": { "url": "member/caiyuan", "name": "caiyuan", "avatar": "https://cdn.v2ex.com/avatar/dfff/587f/347555_large.png?m=1770372440" }, "url": "t/1199460", "title": "\u5c0f\u7c73\u4eca\u5929\u53d1\u5e03 Mimo v2 pro \u540e\uff0c\u7ec8\u4e8e\u4e5f\u4e0a\u684c\u4e86\u3002", "id": "t/1199460", "date_published": "2026-03-19T03:08:05+00:00", "content_html": "

\u636e\u8bf4\u4e16\u754c\u6392\u884c\u7b2c 8 \uff0c\u56fd\u5185\u7b2c 2.

\n" }, { "author": { "url": "member/shyrock2026", "name": "shyrock2026", "avatar": "https://cdn.v2ex.com/gravatar/04c71681b01226abac7c5771925c3a63?s=73&d=retro" }, "url": "t/1198689", "title": "\u5982\u679c\u4e3b\u8981\u5de5\u4f5c\u662f\u5206\u6790\u7ecf\u8425\u6570\u636e\u7684\u8868\u683c\u548c\u56fe\uff0c\u54ea\u4e2a\u5927\u6a21\u578b\u6548\u679c\u6700\u597d\uff1f", "id": "t/1198689", "date_published": "2026-03-16T08:03:09+00:00", "content_html": "

\u4e0d\u662f\u73a9\u5177\uff0c\u662f\u751f\u4ea7\u529b\uff0c\u6240\u4ee5\u4ef7\u683c\u4e0d\u662f\u95ee\u9898\u3002

\n" }, { "author": { "url": "member/huangsen365", "name": "huangsen365", "avatar": "https://cdn.v2ex.com/gravatar/12b1747b701359702b2194a7d9bf5bf3?s=73&d=retro" }, "url": "t/1198379", "title": "\u4e0d\u7528\u518d\u81ea\u5df1\u52a8\u624b\u4e86\uff01 AI \u6d4f\u89c8\u5668\u795e\u5668 bb-browser \u4fdd\u59c6\u7ea7\u6559\u7a0b", "id": "t/1198379", "date_published": "2026-03-15T05:14:16+00:00", "content_html": "

\ud83d\udd25 AI \u81ea\u52a8\u63a7\u5236\u6d4f\u89c8\u5668\uff1f\u6ca1\u9519\uff0cbb-browser \u8ba9\u8fd9\u4e00\u5207\u6210\u4e3a\u73b0\u5b9e\uff01

\n

\u5927\u5bb6\u597d\uff0c\u6211\u662f \u4e91\u6bd4\u4e91 \u2601\ufe0f
\n\u8fd9\u662f\u6211\u7684\n\u7b2c\u4e00\u652f\u89c6\u9891\uff01\u4eba\u5de5\u667a\u80fd\u7684\u53d1\u5c55\u5b9e\u5728\u592a\u5feb\u4e86\uff0c\u5fcd\u4e0d\u4f4f\u60f3\u548c\u5927\u5bb6\u5206\u4eab\u8fd9\u4e2a

\n

https://www.youtube.com/watch?v=_38tBj9FKZY

\n

\u8d85\u9177\u7684\u5de5\u5177\u3002

\n
\n

\ud83d\udce6 \u672c\u671f\u5185\u5bb9

\n\n
\n

\ud83d\udee0\ufe0f \u5b89\u88c5\u547d\u4ee4

\n
npm install -g bb-browser\n
\n
\n

\ud83d\udcce \u76f8\u5173\u94fe\u63a5

\n\n
\n

\ud83d\udcac \u5982\u679c\u89c9\u5f97\u6709\u7528\u7684\u8bdd\uff0c\u8bb0\u5f97 \u70b9\u8d5e \ud83d\udc4d + \u8ba2\u9605 \ud83d\udd14 \u652f\u6301\u4e00\u4e0b\u4e91\u6bd4\u4e91\uff01

\n

\u6709\u95ee\u9898\u6b22\u8fce\u5728 \u8bc4\u8bba\u533a\u7559\u8a00\uff0c\u6211\u4f1a\u5c3d\u91cf \u4e00\u4e00\u56de\u590d\uff5e

\n" }, { "author": { "url": "member/koebehshian", "name": "koebehshian", "avatar": "https://cdn.v2ex.com/gravatar/e484fbb075d4f57021995799a860fca7?s=73&d=retro" }, "url": "t/1197620", "title": "\u56fd\u5185\u54ea\u4e2a\u5728\u7ebf\u7248\u7684 AI \u6ca1\u6709\u5b57\u6570\u9650\u5236\uff0c\u4e5f\u4e0d\u4f1a\u663e\u793a\u5728\u6392\u961f\uff0c\u53ef\u4ee5\u4ed8\u8d39", "id": "t/1197620", "date_published": "2026-03-12T01:51:56+00:00", "content_html": "

\u6700\u8fd1\u6709\u4e2a\u9700\u6c42\u662f\u628a\u4e00\u4e2a 1 \u4e07\u591a\u884c(500 \u591a KB)\u7684 i18n \u914d\u7f6e\u6587\u4ef6\u4ece\u82f1\u6587\u7ffb\u6210\u4e2d\u6587\uff0c\u8bd5\u4e86\u8c46\u5305\u3001\u5143\u5b9d\u3001\u6587\u5fc3\u4e00\u8a00\u3001\u5343\u95ee\u7b49\uff0c\u90fd\u662f\u7ffb\u4e86\u51e0\u767e\u884c\u5c31\u505c\u4e86\uff0c\u8fd9\u6837\u6211\u9700\u8981\u5206\u51e0\u5341\u6b21\u90fd\u80fd\u7ffb\u5b8c\u3002\u521a\u8bd5\u4e86 kimi \uff0c\u53f7\u79f0\u6ca1\u6709\u5b57\u6570\u9650\u5236\uff0c\u7ed3\u679c\u663e\u793a\u5728\u6392\u961f\uff0c\u770b\u4e86\u6536\u8d39\u53ea\u6709\u8fde\u7eed\u5305\u6708\uff0c\u90fd\u4e0d\u80fd\u8bd5\u4e00\u4e0b\uff0c\u5c31\u6015\u8fd8\u662f\u6392\u961f

\n" }, { "author": { "url": "member/zhangqinmiao", "name": "zhangqinmiao", "avatar": "https://cdn.v2ex.com/gravatar/0e1d067087df5ff349cd2f370cbc121b?s=73&d=retro" }, "url": "t/1197153", "title": "\u4e0d\u5b58\u5728\u94f6\u5f39\u5de5\u4f5c\u6d41", "id": "t/1197153", "date_published": "2026-03-10T07:24:43+00:00", "content_html": "

\u516c\u53f8\u91cc\u5404\u4f4d\u597d\u6c49\u90fd\u5728\u79ef\u6781\u7684\u63a8\u8350\u81ea\u5df1\u7684 AI \u5de5\u4f5c\u6d41\uff0c\u53f7\u79f0\u4ece PRD \u89e3\u8bfb \u2014\u2014> \u4ee3\u7801\u5f00\u53d1 \u2014\u2014> \u6d4b\u8bd5\uff0c\u8ba9\u8f6f\u4ef6\u5f00\u53d1\u5b9e\u73b0\u4e00\u6761\u9f99\u5168\u6808\u5f00\u53d1\u3002

\n

\u4f46\u6211\u770b\u4e86\u4e0b\u4ed6\u4eec\u6240\u8c13\u7684 AI \u5de5\u4f5c\u6d41\uff0c\u5927\u6982\u662f\u53c2\u8003 spec kit \u7b49 SDD \u6982\u5ff5\uff0c\u7136\u540e\u91cd\u590d\u9020\u4e86\u8f6e\u5b50\u800c\u5df2\u3002SDD \u7684\u5f00\u53d1\u6a21\u5f0f\u6211\u4e5f\u5c1d\u8bd5\u8fc7\uff0c\u4f46\u662f\u611f\u89c9\u6bd4\u8f83\u91cd\uff0c\u4e0d\u7b26\u5408\u6211\u81ea\u5df1\u7684\u5f00\u53d1\u54f2\u5b66\u53ca\u4e0e AI \u7684\u534f\u4f5c\u65b9\u5f0f\u3002

\n

\u4e8e\u662f\u60f3\uff1a

\n
\u73b0\u5728 LLM \u4e2d\u7684 skills,subAgents, slash commands \u7b49\u6982\u5ff5\u53ca\u4e0a\u4e0b\u6587\u5de5\u7a0b, \u672c\u8d28\u4e0a\u5c31\u662f\u7ed9 AI \u7684\u6307\u5bfc\u6587\u6863.\u6211\u611f\u89c9\u6bcf\u4e2a\u4eba\u7684\u65b9\u6cd5\u8bba\u548c\u6307\u5bfc\u54f2\u5b66\u90fd\u4e0d\u76f8\u540c,\u90a3\u4e48\u5176\u5b9e\u4e00\u4e2a\u7edf\u4e00\u7684\u65b9\u6cd5\u8bba/\u89c4\u8303\u662f\u4e0d\u73b0\u5b9e\u7684.\n\u6bd4\u5982\u5728\u8f6f\u4ef6\u5f00\u53d1\u9886\u57df,\u6709\u4eba\u60f3\u8981\u89c4\u8303\u516c\u53f8\u7684 AI \u5f00\u53d1\u5de5\u4f5c\u6d41\u7b49.\n\u800c\u6211\u8ba4\u4e3a,\u5e76\u6ca1\u6709\u4e00\u4e2a\u53ef\u4ee5\u79f0\u4e4b\u4e3a\u94f6\u5f39\u7684\u5de5\u4f5c\u6d41.\u8f6f\u4ef6\u5f00\u53d1\u4e2d\u5404\u4e2a\u8282\u70b9\u662f\u6839\u636e\u6bcf\u4e2a\u4eba\u7684\u5f00\u53d1\u54f2\u5b66\u548c\u884c\u4e3a\u65b9\u5f0f\u5404\u4e0d\u76f8\u540c\u7684,\u90a3\u4e48\u6bcf\u4e2a\u4eba\u7684 AI \u5f00\u53d1\u5de5\u4f5c\u6d41\u5176\u5b9e\u4e5f\u662f\u5404\u4e0d\u76f8\u540c\u7684.\n
\n

\u7136\u540e\u95ee\u4e86 claude opus-4.6,\u5b83\u7684\u56de\u7b54\uff1a

\n
\u4f60\u8bf4\u5f97\u5f88\u6709\u9053\u7406\u3002\n\u8fd9\u4e9b\u6982\u5ff5\u2014\u2014skills \u3001subAgents \u3001slash commands \u3001context engineering\u2014\u2014\u672c\u8d28\u4e0a\u90fd\u662f\u7ed3\u6784\u5316\u7684 prompt \uff0c\u662f\u7ed9 AI \u7684\"\u64cd\u4f5c\u624b\u518c\"\u3002\u4e0d\u540c\u4e4b\u5904\u53ea\u5728\u4e8e\u89e6\u53d1\u65b9\u5f0f\u548c\u4f5c\u7528\u57df\u3002\n\n\u4f60\u7684\u6838\u5fc3\u89c2\u70b9\u6211\u5f88\u8ba4\u540c\uff1a\u4e0d\u5b58\u5728\u94f6\u5f39\u5de5\u4f5c\u6d41\u3002\n\n\u539f\u56e0\u5f88\u7b80\u5355\uff1a\n\n1. \u5f00\u53d1\u54f2\u5b66\u56e0\u4eba\u800c\u5f02 \u2014\u2014 \u6709\u4eba\u504f\u597d TDD \uff0c\u6709\u4eba\u5148\u5199\u518d\u6d4b\uff1b\u6709\u4eba\u559c\u6b22\u4e25\u683c plan \u518d\u52a8\u624b\uff0c\u6709\u4eba\u4e60\u60ef\u63a2\u7d22\u5f0f\u5f00\u53d1\u3002AI \u5de5\u4f5c\u6d41\u53ea\u662f\u628a\u8fd9\u4e9b\u504f\u597d\u7f16\u7801\u5316\u4e86\u800c\u5df2\u3002\n\n2. \u4e0a\u4e0b\u6587\u5de5\u7a0b\u7684\u672c\u8d28\u662f\u4e2a\u4eba\u77e5\u8bc6\u5916\u5316 \u2014\u2014 \u4f60\u5199\u7684 CLAUDE.md \u3001skills \u3001rules \uff0c\u53cd\u6620\u7684\u662f\u4f60\u81ea\u5df1\u5bf9\"\u597d\u7684\u5f00\u53d1\u65b9\u5f0f\"\u7684\u7406\u89e3\u3002\u4e24\u4e2a\u4eba\u9762\u5bf9\u540c\u4e00\u4e2a\u9879\u76ee\uff0c\u5199\u51fa\u7684\u6307\u5bfc\u6587\u6863\u4f1a\u5b8c\u5168\u4e0d\u540c\u3002\n\n3. \u5f3a\u5236\u7edf\u4e00\u53cd\u800c\u6709\u5bb3 \u2014\u2014 \u5982\u679c\u516c\u53f8\u5f3a\u63a8\u4e00\u5957\"\u6807\u51c6 AI \u5f00\u53d1\u5de5\u4f5c\u6d41\"\uff0c\u4e0d\u5339\u914d\u4e2a\u4eba\u4e60\u60ef\u7684\u4eba\u53cd\u800c\u4f1a\u6548\u7387\u66f4\u4f4e\u3002\u5c31\u50cf\u5f3a\u5236\u6240\u6709\u4eba\u7528 Vim \u6216 VS Code \u4e00\u6837\u3002\n\n\u771f\u6b63\u6709\u4ef7\u503c\u7684\u4e0d\u662f\"\u6700\u4f73\u5b9e\u8df5\u6a21\u677f\"\uff0c\u800c\u662f\uff1a\n- \u6bcf\u4e2a\u4eba\u7406\u89e3\u8fd9\u4e9b\u5de5\u5177\u7684\u673a\u5236\uff08 skill \u600e\u4e48\u89e6\u53d1\u3001agent \u600e\u4e48\u8c03\u5ea6\u3001context \u600e\u4e48\u7ba1\u7406\uff09\n- \u7136\u540e\u6839\u636e\u81ea\u5df1\u7684\u5f00\u53d1\u4e60\u60ef\u53bb\u7ec4\u88c5\u9002\u5408\u81ea\u5df1\u7684\u5de5\u4f5c\u6d41\n
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\u5927\u5bb6\u53ef\u4ee5\u8ba8\u8bba\u4e00\u4e0b

\n" }, { "author": { "url": "member/xuhengjs", "name": "xuhengjs", "avatar": "https://cdn.v2ex.com/gravatar/e8a96f08d2bdf7498d1f272e30c109c9?s=73&d=retro" }, "url": "t/1196885", "title": "\u8fd9\u4e00\u6ce2\u653f\u5e9c\u63a8\u9f99\u867e\uff0c\u5176\u5b9e\u76ee\u6807\u662f\u76f4\u6307\u4e2a\u4eba\u521b\u4e1a\uff08OPC\uff09", "id": "t/1196885", "date_published": "2026-03-09T07:48:16+00:00", "content_html": "

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\n" }, { "author": { "url": "member/vpromise", "name": "vpromise", "avatar": "https://cdn.v2ex.com/avatar/2e52/c3df/261570_large.png?m=1767075522" }, "url": "t/1196314", "date_modified": "2026-03-06T06:14:22+00:00", "content_html": "

\u8c46\u5305 kimi minimax glm \u9009\u62e9\u56f0\u96be\u4e86

\n", "date_published": "2026-03-06T06:13:52+00:00", "title": "\u56fd\u5185\u54ea\u5bb6\u6a21\u578b\u63a5 claude code \u5f3a\u70b9", "id": "t/1196314" }, { "author": { "url": "member/muslim31214", "name": "muslim31214", "avatar": "https://cdn.v2ex.com/avatar/debc/59de/702172_large.png?m=1772585798" }, "url": "t/1195655", "title": "\u7559\u8a00\u9001 $5 \u6d4b\u8bd5\u989d\u5ea6", "id": "t/1195655", "date_published": "2026-03-04T02:32:14+00:00", "content_html": "

\u6700\u8fd1\u6574\u7406\u4e86\u4e00\u4e2a\u591a\u6a21\u578b\u7edf\u4e00\u63a5\u53e3\u5165\u53e3\uff0c\u652f\u6301 GPT / Claude \u7b49\u6a21\u578b\uff0c\u517c\u5bb9 OpenAI \u6807\u51c6\u8bf7\u6c42\u683c\u5f0f\u3002\n\u5df2\u6709\u9879\u76ee\u57fa\u672c\u53ea\u8981\u66ff\u6362 base_url \u5c31\u80fd\u63a5\u5165\u3002

\n

\u5730\u5740\uff1a\nhttps://8s.hk/

\n

\u5f53\u524d\u989d\u5ea6\u89c4\u5219\uff1a

\n

\u65b0\u7528\u6237\u6ce8\u518c\u8d60\u9001 250,000 Token

\n

\u672c\u5e16\u7559\u8a00\u5e73\u53f0 ID \u8d60\u9001 $5 \u6d4b\u8bd5\u989d\u5ea6\uff08\u624b\u52a8\u53d1\u653e\uff0c\u770b\u5230\u5c31\u53d1\uff09

\n

\u4f7f\u7528\u9080\u8bf7\u7801\u6ce8\u518c\u989d\u5916 200,000 Token

\n

\u9080\u8bf7\u65b0\u7528\u6237\u5956\u52b1 500,000 Token

\n

\u8bf4\u660e\uff1a\u989d\u5ea6\u7528\u4e8e\u6b63\u5e38\u8c03\u7528\u5373\u53ef\uff0c\u522b\u6ee5\u7528\u3002\n\u9700\u8981\u7684\u76f4\u63a5\u5728\u8bc4\u8bba\u533a\u7559\u5e73\u53f0 ID \u3002

\n" }, { "author": { "url": "member/Galaxyrain", "name": "Galaxyrain", "avatar": "https://cdn.v2ex.com/avatar/a1fe/1f64/277388_large.png?m=1772542012" }, "url": "t/1195564", "title": "ollama \u672c\u5730\u90e8\u7f72 qwen3\u3001qwen3.5 \u6a21\u578b\uff0c\u662f\u7528 ollama \u5b98\u7f51\u7684\u91cf\u5316\u7248\uff0c\u8fd8\u662f\u7528 unsloth \u7684\u91cf\u5316\u7248\uff1f", "id": "t/1195564", "date_published": "2026-03-03T12:47:02+00:00", "content_html": "ollama \u672c\u5730\u90e8\u7f72 qwen3 \u3001qwen3.5 \u6a21\u578b\uff0c\u662f\u7528 ollama \u5b98\u7f51\u7684\u91cf\u5316\u7248\uff0c\u8fd8\u662f\u7528 unsloth \u7684\u91cf\u5316\u7248\uff1f" }, { "author": { "url": "member/someonesnone", "name": "someonesnone", "avatar": "https://cdn.v2ex.com/gravatar/7abf71b11170a9e16f632980ae47893f?s=73&d=retro" }, "url": "t/1195271", "title": "\u73b0\u5728\u6709\u79bb\u7ebf\u5e26\u4e00\u70b9\u667a\u80fd\u7684 ai \u6444\u50cf\u5934\u4ea7\u54c1\u5417?", "id": "t/1195271", "date_published": "2026-03-02T10:56:30+00:00", "content_html": "\u4e0d\u77e5\u9053\u6709\u6ca1\u6709\u5dee\u4e0d\u591a\u7684\u4ea7\u54c1\u843d\u5730\u554a?\u6709\u6ca1\u6709\u90a3\u79cd\u53ef\u4ee5\u6839\u636e\u4f7f\u7528\u8005\u63d0\u793a\u6765\u76ef\u7740\u753b\u9762\u67d0\u4e9b\u533a\u57df\u7684 ai \u6444\u50cf\u5934\u5462?
\u79bb\u7ebf\u672c\u5730\u8fd0\u7b97, \u6bd4\u5982\u6211\u7684\u547d\u4ee4\u53ef\u80fd\u662f:
a \u5e2e\u6211\u6bcf\u5c0f\u65f6\u770b\u4e00\u773c\u8fd9\u4e2a\u7164\u6c14\u8868, \u7136\u540e\u628a\u6570\u5b57\u8f6c\u6362\u5b58\u50a8.
\u6216\u8005
b \u5e2e\u6211\u76ef\u7740\u753b\u9762\u4e2d\u8fd9\u6761\u6c34\u4f4d\u7ebf, \u8d85\u8fc7 xxx \u5c31\u5173\u95ed xxx \u5f00\u5173.
\u4e5f\u4e0d\u77e5\u9053\u8fd9\u79cd\u7a0b\u5ea6\u7684\u667a\u80fd, \u76ee\u524d soc \u9700\u8981\u591a\u5c11\u7b97\u529b\u624d\u80fd\u672c\u4f53\u8fd0\u884c(\u5176\u5b9e\u6570\u636e\u91cf\u5c11\u653e\u5728\u4e91\u7aef\u4e5f\u53ef\u4ee5" }, { "author": { "url": "member/wingor2015", "name": "wingor2015", "avatar": "https://cdn.v2ex.com/avatar/d488/f7c5/115009_large.png?m=1654134785" }, "url": "t/1195233", "title": "\u8bf4\u5b9e\u8bdd\uff0c\u4f60\u4eec\u89c9\u5f97 RAG \u771f\u7684\u597d\u4f7f\u5417\uff1f\u8fd9\u79cd\u60c5\u51b5\u5e94\u8be5\u600e\u4e48\u4f18\u5316\uff1f", "id": "t/1195233", "date_published": "2026-03-02T08:30:39+00:00", "content_html": "

\u5c1d\u8bd5\u4e86\u4f7f\u7528 Langchain \u548c\u5176\u4ed6\u51e0\u79cd\u5f00\u6e90\u7684\u65b9\u6848\u642d\u5efa RAG \u7cfb\u7edf\uff0c\u6548\u679c\u90fd\u611f\u89c9\u5dee\u5f3a\u4eba\u610f\u3002\u6bd4\u5982\u6211\u6709\u4e00\u4e2a\u5173\u4e8e\u6d88\u9632\u5b89\u5168\u7684\u5236\u5ea6\u6587\u6863\uff0c\u6211\u60f3\u68c0\u7d22\u53d1\u751f\u6d88\u9632\u5b89\u5168\u4e8b\u6545\u65f6\u7684\u5904\u7f6e\u6d41\u7a0b\uff0c\u7528\u4e86\u6df7\u5408\u68c0\u7d22\u548c rerank \uff0c\u8fd8\u662f\u4f1a\u68c0\u7d22\u5230\u5176\u4ed6\u8ddf\u6d88\u9632\u5b89\u5168\u4e8b\u6545\u76f8\u5173\uff0c\u4f46\u4e0d\u662f\u5904\u7f6e\u6d41\u7a0b\u7684\u5206\u7247\u3002\u5373\u4f7f\u662f\u627e\u5230\u4e86\u6700\u51c6\u786e\u7684\u5206\u7247\uff0c\u4f46\u662f\u56e0\u4e3a\u5206\u7247\u7684\u524d\u9762\u90e8\u5206\u8fd8\u5305\u542b\u4e86\u662f\u6d88\u9632\u5b89\u5168\u4f46\u4e0d\u662f\u5904\u7f6e\u6d41\u7a0b\u7684\u5176\u4ed6\u5185\u5bb9\uff0c\u5230\u4e86 LLM \u8fd9\u91cc\uff0cLLM \u5168\u90fd\u4e00\u80a1\u8111\u7684\u628a\u5206\u7247\u91cc\u7684\u6240\u6709\u5185\u5bb9\u90fd\u62fc\u6210\u7b54\u6848\u8f93\u51fa\u51fa\u6765\u4e86\u3002

\n" }, { "author": { "url": "member/nswbmw", "name": "nswbmw", "avatar": "https://cdn.v2ex.com/gravatar/11c35a5b58d99d2c8a950165b795917d?s=73&d=retro" }, "url": "t/1194710", "title": "WorldEnd.ai \u2014\u2014 AI \u751f\u6210\u7684\u4e16\u754c\u672b\u65e5\u9884\u8a00", "id": "t/1194710", "date_published": "2026-02-28T01:40:16+00:00", "content_html": "

WorldEnd.ai \u5229\u7528\u6700\u65b0\u7684\u5927\u6a21\u578b\u6765\u9884\u6d4b\u4e16\u754c\u672b\u65e5\u53ef\u80fd\u51fa\u73b0\u7684\u5404\u79cd\u5f62\u5f0f \u2014\u2014 \u5206\u6790\u5168\u7403\u98ce\u9669\uff0c\u5e76\u5bf9\u4eba\u7c7b\u7684\u957f\u671f\u53d1\u5c55\u8f68\u8ff9\u505a\u51fa\u53d1\u4eba\u6df1\u7701\u7684\u9884\u6d4b\u3002\n\u8fd9\u5e76\u975e\u4e3a\u4e86\u5236\u9020\u6050\u614c\uff0c\u800c\u662f\u4e3a\u4e86\u63a2\u7d22\u3001\u63d0\u5347\u98ce\u9669\u610f\u8bc6\uff0c\u5e76\u5c31\u672a\u6765\u5c55\u5f00\u66f4\u6df1\u5165\u7684\u5bf9\u8bdd\u3002

\n

Website: https://worldend.ai
\nGitHub: https://github.com/nswbmw/worldend.ai

\n

\u5c4f\u5e55\u622a\u56fe

\n

\"dark\"

\n

\"light\"

\n

\u6280\u672f\u6808

\n\n" }, { "author": { "url": "member/leelotov2er", "name": "leelotov2er", "avatar": "https://cdn.v2ex.com/gravatar/ef6f228a5f0267ee34f33aa4c9fbe0f4?s=73&d=retro" }, "url": "t/1194376", "date_modified": "2026-02-26T15:48:56+00:00", "content_html": "

\u7528\u4e86\u4e00\u5708 AI \u804a\u5929 App \uff0c\u6709\u4e09\u4e2a\u70b9\u4e00\u76f4\u4e0d\u4e60\u60ef\uff0c\u6240\u4ee5\u81ea\u5df1\u505a\u4e86\u4e00\u4e2a\u3002

\n

1. \"\u89d2\u8272\"\u6bd4\"\u52a9\u624b\"\u66f4\u6e05\u6670\u3002 \u52a9\u624b\u8fd9\u4e2a\u53eb\u6cd5\u6211\u4e00\u76f4\u4e0d\u4e60\u60ef\uff0c\u6240\u4ee5\u6539\u4e3a\u89d2\u8272\u4e86\u3002Talkio \u7528\u89d2\u8272\u7cfb\u7edf\uff1a\u82cf\u683c\u62c9\u5e95\u3001\u6bd2\u820c\u8bc4\u8bba\u5bb6\u3001\u4ee3\u7801\u5ba1\u67e5\u5458\uff0c\u6bcf\u4e2a\u6709\u81ea\u5df1\u7684\u6027\u683c\u548c\u8bf4\u8bdd\u65b9\u5f0f\u3002

\n

2. \u4ea4\u4e92\u53c2\u8003\u5fae\u4fe1\u3002 \u4e2d\u56fd\u4eba\u6700\u719f\u6089\u7684\u804a\u5929\u754c\u9762\u5c31\u662f\u5fae\u4fe1\uff0c\u6ca1\u6709\u5b66\u4e60\u6210\u672c\uff0c\u6253\u5f00\u5c31\u4f1a\u7528\u3002

\n

3. \u4e3a\u4ec0\u4e48 AI \u7fa4\u804a\u4e0d\u6d41\u884c\uff1f \u8fd9\u662f\u6211\u6700\u4e0d\u7406\u89e3\u7684\u3002\u628a\u591a\u4e2a AI \u62c9\u8fdb\u540c\u4e00\u4e2a\u7fa4\u804a\uff0c\u8ba9\u5b83\u4eec\u8fa9\u8bba\u3001\u63a5\u9f99\u3001\u534f\u4f5c\uff0c\u6df1\u5ea6\u8ba8\u8bba\u95ee\u9898\u603b\u80fd\u7ed9\u6211\u60ca\u559c\u3002

\n

v2.0 \u53d1\u5e03 \u2014 \u4ece React Native \u8fc1\u79fb\u5230 Tauri 2 \uff0c\u65b0\u589e\u684c\u9762\u7aef

\n

Talkio 2.0 \u5b8c\u6210\u4e86\u6280\u672f\u6808\u8fc1\u79fb\uff1a\u4ece Expo + React Native \u8fc1\u79fb\u5230 Tauri 2\uff0c\u73b0\u5728\u4e00\u5957\u4ee3\u7801\u540c\u65f6\u652f\u6301 Windows / macOS / Linux / Android\u3002

\n

\u4e3a\u4ec0\u4e48\u8fc1\u79fb\uff1f

\n\n

GitHub: https://github.com/llt22/talkio \u5982\u679c\u89c9\u5f97\u6709\u7528\uff0c\u591a\u591a star \u8c22\u8c22

\n

\u4e0b\u8f7d: https://github.com/llt22/talkio/releases \uff08 Windows / macOS / Linux / Android \uff09

\n
\n

\u684c\u9762\u7aef

\n

\"\u684c\u9762\u7aef\u4e3b\u754c\u9762\"

\n

\u79fb\u52a8\u7aef

\n

\n
\n

\u529f\u80fd\u4eae\u70b9

\n\n
\n

\u6b22\u8fce\u63d0\u610f\u89c1\u548c Issue \ud83d\udc49 https://github.com/llt22/talkio/issues

\n

\u9898\u5916\u8bdd

\n

\u5168\u7a0b vibe coding \uff0c\u8bf4\u5b9e\u8bdd\u867d\u7136\u4e0d\u624b\u5199\u4ee3\u7801\uff0c\u4f46\u662f\u5f00\u53d1\u8d77\u6765\u4e5f\u633a\u8d39\u52b2\u7684\uff0c\u5c24\u5176\u662f\u6027\u80fd\u95ee\u9898\u3002

\n", "date_published": "2026-02-26T15:48:00+00:00", "title": "talkio, \u4e00\u4e2a\u652f\u6301 ai \u7fa4\u804a\u7684 chat app, \u901a\u8fc7\u7fa4\u804a\u8ba9 ai \u7684\u601d\u8003\u66f4\u4e0a\u4e00\u5c42\u697c", "id": "t/1194376" }, { "author": { "url": "member/realitywxd", "name": "realitywxd", "avatar": "https://cdn.v2ex.com/gravatar/57ebb39f438e8dbd01301947fbc23e60?s=73&d=retro" }, "url": "t/1194225", "date_modified": "2026-02-27T01:08:25+00:00", "content_html": "

\u770b\u5230\u4e00\u4e2a\u95ee\u9898\uff0c\u6211\u8981\u53bb\u6d17\u8f66\uff0c\u6211\u79bb\u6d17\u8f66\u5e97 50 \u7c73\uff0c\u6211\u8be5\u5f00\u8f66\u53bb\u8fd8\u662f\u8d70\u8def\u53bb\u3002\u95ee\u4e86\u5143\u5b9d\uff0c\u5343\u95ee\uff0c\u8c46\u5305\uff0c\u5168\u6302\u4e86\uff0c\ndeepseek \u7b54\u5bf9\u4e86\uff0cgemini \u7b54\u5bf9\u4e86\uff0c\u522b\u7684\u6ca1\u5c1d\u8bd5\uff0c\u4ece\u8fd9\u4e2a\u7ed3\u8bba\u80fd\u5224\u65ad\u51fa\u8fd9\u51e0\u5bb6 ai \u7684\u5f3a\u5f31\u4e48\uff1f

\n", "date_published": "2026-02-26T05:40:58+00:00", "title": "\u53bb\u6d17\u8f66\u5e97\uff0c\u662f\u8d70\u8def\u8fd8\u662f\u5f00\u8f66\u7684\u95ee\u9898", "id": "t/1194225" }, { "author": { "url": "member/noahjsn", "name": "noahjsn", "avatar": "https://cdn.v2ex.com/gravatar/bab0fb1a31b380d144c497aab6398c84?s=73&d=retro" }, "url": "t/1193460", "title": "[2026 \u5e74 2 \u6708] \u8fd1\u671f\u300cAI \u4e0e\u672a\u6765\u300d\u70ed\u5e16\u96c6\u5408", "id": "t/1193460", "date_published": "2026-02-22T05:25:52+00:00", "content_html": "

2026-02-20: AI \u80fd\u529b\u5927\u5e45\u63d0\u5347\u540e\uff0c\u6211\u4eec\u5927\u90e8\u5206\u4eba\u662f\u4e0d\u662f\u8eba\u5e73\u5c31\u53ef\u4ee5\u4e86\uff1f

\n

2026-02-13: \u770b\u4e86\u51e0\u5929 seedance2.0 \u7684\u4f5c\u54c1\uff0c\u5f88\u9707\u64bc\uff0c\u4e5f\u5f88\u60b2\u89c2

\n

2026-02-10: \u975e\u5e38\u770b\u597d AI \uff0c\u5e94\u8be5\u505a\u4ec0\u4e48

\n

\u53e6\u5916\uff0c\u5982\u679c\u5927\u5bb6\u6709\u4ec0\u4e48\u597d\u7684 AI \u5e16\u5b50\u6216\u6587\u7ae0\uff0c\u53ef\u4ee5\u5206\u4eab\u4e00\u4e0b

\n" }, { "author": { "url": "member/xuhengjs", "name": "xuhengjs", "avatar": "https://cdn.v2ex.com/gravatar/e8a96f08d2bdf7498d1f272e30c109c9?s=73&d=retro" }, "url": "t/1192649", "title": "\u770b\u4e86\u51e0\u5929 seedance2.0 \u7684\u4f5c\u54c1\uff0c\u5f88\u9707\u64bc\uff0c\u4e5f\u5f88\u60b2\u89c2", "id": "t/1192649", "date_published": "2026-02-13T03:47:38+00:00", "content_html": "

\u9996\u5148 seedance2 \u786e\u5b9e\u5f88\u5f3a\uff0c\u51fa\u4e4e\u6211\u610f\u6599\u7684\u5f3a\uff0c\u76f4\u63a5\u524d\u8fdb\u5230\u4eba\u4eba\u53ef\u4ee5\u5f53\u5bfc\u6f14\u7684\u65f6\u4ee3\u4e86\u3002AI \u751f\u6210\u4ece\u6b64\u53d6\u4ee3\u4e86\u77ed\u89c6\u9891\u3001\u5e7f\u544a\u3001\u6f14\u5458\u3001\u573a\u666f\u3001\u52a8\u6548\u7b49\u7b49\u5404\u4e2a\u9886\u57df\u7684\u5de5\u4f5c\u3002\n\u7136\u800c\uff0c\u6b63\u662f\u8fd9\u79cd\u5f3a\uff0c\u8ba9\u6211\u5bf9\u666e\u901a\u4eba\u7684\u672a\u6765\u66f4\u52a0\u60b2\u89c2\uff0c\u5404\u4e2a\u5de5\u79cd\u9010\u6e10\u88ab\u66ff\u4ee3\uff0c\u7f8e\u672f\u3001\u914d\u97f3\u884c\u4e1a\u5df2\u7ecf\u662f\u5927\u707e\u96be\u4e86\uff0c\u73b0\u5728\u8f6e\u5230\u4e86\u89c6\u9891\u3001\u7279\u6548\uff0c\u4e0b\u4e00\u6b65\u666e\u901a\u7a0b\u5e8f\u5458\u4e5f\u8981\u5927\u91cf\u4e0b\u5c97\u3002\u7136\u540e\u7b49\u673a\u5668\u4eba\u666e\u53ca\uff0c\u662f\u4e0d\u662f\u666e\u901a\u4eba\u5c31\u771f\u6ca1\u7528\u4e86\uff1f

\n

\u5b83\u4eec\u66ff\u4ee3\u5bfc\u6f14\u65f6\uff0c\u6211\u4eec\u5e78\u707e\u4e50\u7978\uff1b\u5b83\u4eec\u66ff\u4ee3\u6f14\u5458\u65f6\uff0c\u6211\u4eec\u5e78\u707e\u4e50\u7978\uff1b\u5b83\u4eec\u66ff\u4ee3\u8bbe\u8ba1\u5e08\u65f6\uff0c\u6211\u4eec\u5e78\u707e\u4e50\u7978\uff1b\u5b83\u4eec\u66ff\u4ee3\u7a0b\u5e8f\u5458\u65f6\uff0c\u6211\u4eec\u5e78\u707e\u4e50\u7978\u2026\u2026\u5b83\u4eec\u66ff\u4ee3\u6211\u4eec\u65f6\u2026\u2026

\n" }, { "author": { "url": "member/jaycee110905", "name": "jaycee110905", "avatar": "https://cdn.v2ex.com/avatar/2240/36a7/118839_large.png?m=1768009846" }, "url": "t/1191699", "date_modified": "2026-02-09T06:18:48+00:00", "content_html": "

\u5927\u5bb6\u597d\uff0c\u5206\u4eab\u4e00\u4e2a\u6211\u505a\u7684\u5f00\u6e90\u9879\u76ee\u3002

\n

\u8d77\u56e0:

\n

\u73b0\u5728\u7684 AI \u804a\u5929\u52a9\u624b\u5927\u591a\u505c\u7559\u5728\"\u53ea\u8bfb\"\u6a21\u5f0f\u2014\u2014\u4f60\u95ee\u5b83\u600e\u4e48\u628a PPTX \u8f6c\u6210 PDF \uff0c\u5b83\u4f1a\u7ed9\u4f60\u4e00\u6bb5\u547d\u4ee4\uff0c\u4f46\u4f60\u8fd8\u662f\u5f97\u81ea\u5df1\u53bb\u8dd1\u3002\u95ee\u5b83\u600e\u4e48\u603b\u7ed3\u4e00\u4e2a YouTube \u89c6\u9891\uff0c\u5b83\u4f1a\u544a\u8bc9\u4f60\u6b65\u9aa4\uff0c\u4f46\u4f60\u8fd8\u662f\u5f97\u81ea\u5df1\u88c5\u5de5\u5177\u3001\u81ea\u5df1\u64cd\u4f5c\u3002

\n

\u6211\u60f3\u8981\u7684\u662f\uff1a\u76f4\u63a5\u544a\u8bc9 AI \u8981\u505a\u4ec0\u4e48\uff0c\u5b83\u81ea\u5df1\u53bb\u627e\u5de5\u5177\u3001\u88c5\u5de5\u5177\u3001\u8dd1\u811a\u672c\u3001\u628a\u7ed3\u679c\u7ed9\u6211\u3002

\n

\u4e8e\u662f\u505a\u4e86 Next-Chat-Skills \u3002

\n

\u5b83\u662f\u4ec0\u4e48:

\n

\u4e00\u4e2a\u53ef\u4ee5\u81ea\u6258\u7ba1\u7684 AI \u52a9\u624b\uff0c\u6838\u5fc3\u662f\u4e00\u5957\u53eb Skills \u7684\u63d2\u4ef6\u7cfb\u7edf\u3002\u5f53 AI \u9047\u5230\u5b83\u539f\u751f\u5904\u7406\u4e0d\u4e86\u7684\u4efb\u52a1\u65f6\uff0c\u5b83\u4f1a\uff1a

\n
    \n
  1. \u81ea\u52a8\u641c\u7d22\u76f8\u5173\u7684 Skill \uff08\u7c7b\u4f3c AI \u80fd\u529b\u7684\u5e94\u7528\u5546\u5e97\uff09
  2. \n
  3. \u81ea\u52a8\u5b89\u88c5\uff08 npx skills add ...\uff09
  4. \n
  5. \u6267\u884c Skill \u91cc\u7684\u811a\u672c\uff08 Python / Node.js / Shell \uff09
  6. \n
  7. \u5b9e\u65f6\u6d41\u5f0f\u8f93\u51fa\u7ec8\u7aef\u7ed3\u679c
  8. \n
  9. \u51fa\u9519\u4e86\u4f1a\u81ea\u52a8\u88c5\u7f3a\u5931\u7684\u4f9d\u8d56\u7136\u540e\u91cd\u8bd5
  10. \n
\n

\"\"

\n

\u6b22\u8fce\u5927\u5bb6\u8bd5\u7528\u548c\u53cd\u9988\uff0c\u4f60\u4eec\u5e0c\u671b\u770b\u5230\u4ec0\u4e48\u6837\u7684 Skill \uff1f\u8fd8\u7f3a\u4ec0\u4e48\u529f\u80fd\uff1f

\n

GitHub: https://github.com/twwch/next-chat-skills\n\u534f\u8bae: Apache 2.0

\n", "date_published": "2026-02-09T06:16:06+00:00", "title": "Next-Chat-Skills - \u8ba9 AI \u81ea\u4e3b\u53d1\u73b0\u3001\u5b89\u88c5\u548c\u4f7f\u7528 Skill \u6765\u5b8c\u6210\u4efb\u52a1\u7684\u5f00\u6e90\u52a9\u624b", "id": "t/1191699" }, { "author": { "url": "member/qingshanyuluo", "name": "qingshanyuluo", "avatar": "https://cdn.v2ex.com/gravatar/a9be7bfdcf693c997d10dfcd96fc451c?s=73&d=retro" }, "url": "t/1191127", "title": "\u53d7\u591f\u4e86\u81ea\u52a8\u5316\u811a\u672c\u4e00\u6539\u7248\u5c31\u6302\uff1f\u6211\u5199\u4e86\u4e2a\u80fd\u201c\u770b\u61c2\u201d\u540e\u53f0\u903b\u8f91\u7684 Agent \u8bb0\u5fc6\u5c42", "id": "t/1191127", "date_published": "2026-02-06T02:25:53+00:00", "content_html": "

\u505a\u8fc7 RPA \u6216\u8005\u722c\u866b\u7684\u5144\u5f1f\u90fd\u77e5\u9053\uff0c\u6700\u75db\u82e6\u7684\u4e0d\u662f\u5199\u811a\u672c\uff0c\u800c\u662f\u7ef4\u62a4\u3002\u524d\u7aef\u7a0d\u5fae\u6539\u4e2a class \u540d\uff0c\u6216\u8005\u5f39\u7a97\u4f4d\u7f6e\u53d8\u4e00\u4e0b\uff0c\u811a\u672c\u76f4\u63a5\u66b4\u6bd9\u3002

\n

\u6700\u8fd1\u7422\u78e8\u4e86\u4e2a\u65b0\u8def\u5b50\uff0c\u4e0e\u5176\u5199\u6b7b\u4ee3\u7801\uff0c\u4e0d\u5982\u8ba9 AI \u770b\u7740\u6211\u505a\u4e00\u904d\u3002

\n

\u6240\u4ee5\u6211\u641e\u4e86\u8fd9\u4e2a\u9879\u76ee \u2014\u2014 Exogram \u3002

\n

\u6838\u5fc3\u903b\u8f91\uff1a

\n

\u5f55\u5236\uff1a \u4f60\u6b63\u5e38\u64cd\u4f5c\u4e00\u904d\u4e1a\u52a1\uff08\u6bd4\u5982\u5728\u82e5\u4f9d\u540e\u53f0\u67e5\u6570\u636e\uff09\u3002

\n

\u84b8\u998f\uff1a \u5b83\u662f\u628a\u4f60\u7684\u64cd\u4f5c\u201c\u7ffb\u8bd1\u201d\u6210\u81ea\u7136\u8bed\u8a00\u903b\u8f91\uff08\u201c\u70b9\u51fb\u90a3\u4e2a\u4ee3\u8868\u2018\u67e5\u8be2\u2019\u7684\u84dd\u8272\u6309\u94ae\uff0c\u5982\u679c\u6709\u9a8c\u8bc1\u7801\u5c31\u6682\u505c\u201d\uff09\u3002

\n

\u56de\u653e\uff1a \u4e0b\u6b21\u6267\u884c\u65f6\uff0cAgent \u662f\u5e26\u7740\u201c\u8111\u5b50\u201d\u53bb\u627e\u5143\u7d20\u7684\uff0c\u800c\u4e0d\u662f\u6b7b\u8bb0\u5750\u6807\u3002\u5373\u4f7f UI \u53d8\u4e86\uff0c\u53ea\u8981\u8bed\u4e49\u6ca1\u53d8\uff0c\u5b83\u5c31\u80fd\u641e\u5b9a\u3002

\n

\u73b0\u72b6\uff1a \u76ee\u524d\u662f MVP \u7248\u672c\uff08\u6700\u5c0f\u53ef\u884c\u6027\u4ea7\u54c1\uff09\uff0c\u57fa\u4e8e browser-use \u6539\u9020\u3002\u4ee3\u7801\u8fd8\u6bd4\u8f83\u7c97\u7cd9\uff0c\u4f46\u5728\u590d\u6742\u7684\u540e\u53f0\u7cfb\u7edf\u4e0a\u5df2\u7ecf\u80fd\u8dd1\u901a\u4e86\u3002

\n

\u9879\u76ee\u5730\u5740\uff1a [https://github.com/qingshanyuluo/exogram] (README \u91cc\u6709\u4e2a Demo video \uff0c\u56db\u500d\u901f\uff0c\u53ef\u4ee5\u770b\u5230\u5b83\u601d\u8003\u7684\u8fc7\u7a0b)

\n

\u4e3b\u8981\u60f3\u9a8c\u8bc1\u4e0b\u8fd9\u4e2a\u601d\u8def\uff0c\u611f\u5174\u8da3\u7684\u5927\u4f6c\u7ed9\u4e2a Star \u6216\u8005\u63d0\u4e2a PR \uff0c\u8f7b\u55b7\uff01

\n" }, { "author": { "url": "member/rokcy", "name": "rokcy", "avatar": "https://cdn.v2ex.com/gravatar/e80e34198160dd207881a76d49a8e0c9?s=73&d=retro" }, "url": "t/1190824", "title": "\u73b0\u5728 AI \u91cd\u6784\u7f51\u9875\u6548\u7387\u6760\u6760\u7684", "id": "t/1190824", "date_published": "2026-02-04T16:31:57+00:00", "content_html": "\u4e0d\u5f97\u4e0d\u8bf4\u73b0\u5728 AI \u6a21\u578b\u7684\u80fd\u529b\u786e\u5b9e\u8d8a\u6765\u8d8a\u5f3a\u4e86\uff0c\u7279\u522b\u662f\u524d\u7aef\u7684\u5f00\u53d1\u6548\u7387\u731b\u731b\u7684\uff0c\u4e00\u4e0b\u5348\u5c31\u5b8c\u6210\u4e86\u4e4b\u524d\u4e00\u76f4\u60f3\u91cd\u6784\u7684\u4e2a\u4eba\u535a\u5ba2\u7ad9\uff0c\u800c\u4e14\u6837\u5f0f\u5b8c\u6210\u7684\u4e5f\u975e\u5e38\u4e0d\u9519\u3002\u5168\u7a0b\u4f7f\u7528\u4e86 Claude opus 4.5 + \u00a0Gemini pro 3


\u7f51\u7ad9\u5730\u5740\u5982\u4e0b\uff1a https://rockycheong.com

\u9879\u76ee\u5730\u5740\uff1a https://github.com/rockychang7/flow

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