{ "version": "https://jsonfeed.org/version/1", "title": "\u5206\u4eab\u53d1\u73b0", "description": "\u5206\u4eab\u4f60\u770b\u5230\u7684\u597d\u73a9\u7684\uff0c\u6709\u4fe1\u606f\u91cf\u7684\uff0c\u6b22\u8fce\u4ece\u8fd9\u91cc\u83b7\u53d6\u7075\u611f\u3002", "home_page_url": "https://www.v2ex.com/go/share", "feed_url": "https://www.v2ex.com/feed/share.json", "icon": "https://cdn.v2ex.com/navatar/c74d/97b0/16_large.png?m=1727584731", "favicon": "https://cdn.v2ex.com/navatar/c74d/97b0/16_normal.png?m=1727584731", "items": [ { "author": { "url": "https://www.v2ex.com/member/Acode", "name": "Acode", "avatar": "https://cdn.v2ex.com/gravatar/f6450217e5ea9e600e8f2e32596ac9a2?s=73&d=retro" }, "url": "https://www.v2ex.com/t/1220153", "title": "\u4e0b\u5348\u8336\uff0c\u5c0f\u7c73 Token Plan\uff0c\u989d\u5ea6 820 \u4ebf\uff0c\u5269 1 \u5929\uff0c\u901f\u8e6c", "id": "https://www.v2ex.com/t/1220153", "date_published": "2026-06-13T07:27:48+00:00", "content_html": "

key\uff1atp-cg22984rfjgel2qnst1z4aizurta4rn791e0mhho5dhu8fe4

\n

Base URL \u517c\u5bb9 OpenAI \u63a5\u53e3\u534f\u8bae\uff1a https://token-plan-cn.xiaomimimo.com/v1 \u517c\u5bb9 Anthropic \u63a5\u53e3\u534f\u8bae\uff1a https://token-plan-cn.xiaomimimo.com/anthropic

\n

ipad \u515a\u65b9\u4fbf\u6d4b\u8bd5\u8e6c\u5165\u53e3\uff1a https://vb.do/dashboard?autosubmit=true#prompt=hello%2Cbuild+a+todo+app&providerId=mi&providerName=mi&providerProtocol=openai-compatible&baseUrl=https%3A%2F%2Ftoken-plan-cn.xiaomimimo.com%2Fv1&modelId=mimo-v2.5&modelName=mimo+v2.5

\n" }, { "author": { "url": "https://www.v2ex.com/member/aidevs", "name": "aidevs", "avatar": "https://cdn.v2ex.com/avatar/96e0/7156/7729_large.png?m=1780834873" }, "url": "https://www.v2ex.com/t/1220125", "date_modified": "2026-06-13T03:44:25+00:00", "content_html": "https://v.douyin.com/mH5dXB59rrGI/

\u4ed6\u4eec\u4e3a\u81ea\u5df1\u7684\u623f\u5b50\u9000\u623f\u6297\u4e89\u4e86\u591a\u5e74\u3002
\u8d26\u53f7\u4e5f\u88ab\u53cd\u590d\u5c01\u4e86\u597d\u51e0\u6b21\u3002
\u5f53\u7136\u4ed6\u4eec\u4e5f\u5229\u7528\u81ea\u5df1\u7684\u7c89\u4e1d\u7fa4\u4f53\u53bb\u5c3d\u53ef\u80fd\u7684\u53bb\u5e26\u8d27\u8d5a\u94b1\u3002
\u4f46\u662f\u672c\u8d28\u4e0a\u6765\u8bf4\uff0c\u4ed6\u4eec\u8fd8\u662f\u63ed\u5f00\u4e86\u4e2d\u56fd\u623f\u5730\u4ea7\u7684\u771f\u76f8\u3002
\u6700\u5927\u7684\u53d7\u76ca\u65b9\u5176\u5b9e\u8fd8\u662f\u5730\u4e3b\u548c\u94f6\u884c\u3002
\u4ed6\u4eec\u4e0d\u627f\u62c5\u4efb\u4f55\u635f\u5931\uff0c\u5374\u83b7\u5f97\u6700\u5927\u7684\u6536\u76ca\u3002
\u6240\u4ee5\u6211\u8bf4\u67d0\u4e9b\u7ec4\u7ec7\u8d2a\u5a6a\u65e0\u6bd4\u3002
\u5e0c\u671b\u5e74\u8f7b\u4eba\u80fd\u8ba4\u6e05\u8fd9\u6837\u4e00\u4e2a\u73b0\u72b6\u3002
\u5f88\u591a\u65f6\u5019\u4ed6\u4eec\u63d0\u5021\u7684\u4e8b\u60c5 \u6211\u4eec\u8981\u7422\u78e8\u4e00\u4e0b\uff0c\u601d\u8003\u4e00\u4e0b\u3002\u4e0d\u8981\u4e0a\u5f53


\u4ed6\u4eec\u6ca1\u6709\u4efb\u4f55\u4fe1\u7528\u53ef\u8a00\u3002\u6211\u8bb0\u5f97\u5c0f\u65f6\u5019\uff0c\u519c\u6751\u7684\u5899\u4e0a\u90fd\u8d34\u7740\uff0c\u8ba1\u5212\u751f\u80b2\u597d\uff0c\u653f\u5e9c\u6765\u517b\u8001\u3002\u8fd9\u7c7b\u7684\u6807\u9898\uff0c\u5373\u4fbf\u5982\u6b64\uff0c\u5f53\u65f6\u8001\u767e\u59d3\u90fd\u662f\u4e0d\u76f8\u4fe1\u7684\uff0c\u57fa\u672c\u4e0a\u5bb6\u5bb6\u6237\u6237\u90fd\u4f1a\u60f3\u751f\u7537\u5b69\uff0c\u90a3\u8bf4\u660e\u5f53\u65f6\u7684\u8001\u767e\u59d3\u5c31\u8ba4\u4e3a\u653f\u5e9c\u4e0d\u53ef\u80fd\u7ed9\u4ed6\u4eec\u517b\u8001\uff0c\u8fd8\u662f\u81ea\u5df1\u7684\u513f\u5b50\u9760\u8c31\u3002\u4e3a\u6b64\u5462\uff0c\u5f88\u591a\u4eba\u56e0\u4e3a\u8fd9\u4e2a\u4e1c\u897f\uff0c\u5bb6\u91cc\u7684\u725b\u88ab\u7275\u8d70\u3002\u6709\u7684\u5987\u5973\u751a\u81f3\u88ab\u5f15\u4ea7\u3002\u4f1a\u6328\u63cd\uff0c\u4f1a\u7f5a\u6b3e\u3002\u50cf\u6211\u4eec\u5bb6\u5c31\u5c5e\u4e8e\u88ab\u7f5a\u6b3e\u7684\u5bb6\u5ead\u3002\u5bb6\u91cc\u672c\u8eab\u5c31\u6ca1\u4ec0\u4e48\u6536\u5165\uff0c\u8fd8\u8981\u7f5a\u6b3e\u3002\u90a3\u65f6\u5019\u6211\u8bb0\u5f97\u5bb6\u91cc\u8fd8\u8981\u4ea4\u516c\u7cae\u3002 \u628a\u8001\u767e\u59d3\u538b\u5f97\u5598\u4e0d\u8fc7\u6c14\u3002\u4e5f\u5c31\u662f\u6539\u9769\u5f00\u653e\u4e4b\u540e\uff0c\u7ecf\u6d4e\u597d\u4e00\u70b9\uff0c\u4ed6\u4eec\u628a\u538b\u69a8\u7684\u5bf9\u8c61\u53d8\u6210\u4e86\u5de5\u4eba\u3002\u6240\u4ee5\u4f60\u80fd\u770b\u5230 996 \uff0c\u6ca1\u6709\u53cc\u4f11\u3002\u672c\u8d28\u4e0a\u6765\u8bf4\u5c31\u662f\u5bf9\u5de5\u4eba\u7684\u4e00\u79cd\u538b\u69a8\u3002\u4e0d\u662f\u4f01\u4e1a\u8d2a\u5a6a\uff0c\u662f\u67d0\u4e9b\u90e8\u95e8\u7eb5\u5bb9\u3002\u5982\u679c\u4f01\u4e1a\u4e0d\u538b\u69a8\u5c31\u6ca1\u5229\u6da6\uff0c\u800c\u5b83\u8981\u65f1\u6d9d\u4fdd\u6536\uff0c\u6240\u4ee5\uff0c\u6743\u529b\u662f\u4e3a\u91d1\u94b1\u670d\u52a1\u7684\uff0c\u4e0d\u662f\u4e3a\u6b63\u4e49\uff0c\u4e5f\u4e0d\u662f\u4e3a\u6c11\u751f\u3002\u4efb\u4f55\u5730\u65b9\u7684\u53d1\u5c55\uff0c\u4e0d\u7ba1\u662f\u9053\u8def\u5efa\u8bbe\u8fd8\u662f\u4ec0\u4e48\u4e1c\u897f\uff0c\u672c\u8d28\u4e0a\u6765\u8bf4\uff0c\u5b83\u90fd\u662f\u56e0\u4e3a\u5229\u76ca\u9700\u8981\u5b83\u8fd9\u6837\u3002\u5229\u76ca\u548c\u6743\u529b\u672c\u8eab\u5c31\u662f\u72fc\u72c8\u4e3a\u5978\u7684\u5173\u7cfb\u3002", "date_published": "2026-06-13T03:35:43+00:00", "title": "\u4eae\u4eae\u4e3d\u541b\u592b\u5987\u63ed\u5f00\u4e86\u56fd\u4ea7\u8d44\u672c\u7684\u91ce\u86ee\u4e11\u6076\u5f62\u6001", "id": "https://www.v2ex.com/t/1220125" }, { "author": { "url": "https://www.v2ex.com/member/zf2187", "name": "zf2187", "avatar": "https://cdn.v2ex.com/gravatar/7b0326603e7f1c436d224fbf4211ee27?s=73&d=retro" }, "url": "https://www.v2ex.com/t/1220123", "title": "\u4f17\u4eba\u62fe\u67f4\u706b\u7130\u9ad8\uff1a\u521b\u4e1a\u5e94\u8be5\u62db\u4ec0\u4e48\u6837\u7684\u4eba\uff1f", "id": "https://www.v2ex.com/t/1220123", "date_published": "2026-06-13T03:34:25+00:00", "content_html": "# \u4f17\u4eba\u62fe\u67f4\u706b\u7130\u9ad8\uff1a\u521b\u4e1a\u5e94\u8be5\u62db\u4ec0\u4e48\u6837\u7684\u4eba\uff1f

\u76ee\u524d\u521b\u4e1a\u4e5f\u4e24\u4e2a\u591a\u6708\u4e86\uff0c\u5e76\u4e14\u5f88\u591a\u4e1c\u897f\u4e5f\u5728\u6162\u6162\u6b65\u5165\u6b63\u8f68\uff0c\u611f\u8c22\u56e2\u961f\u7684\u5c0f\u4f19\u4f34\u3002\u4e00\u65b9\u9762\u662f\u5f88\u611f\u6fc0\u80fd\u591f\u9047\u5230\u5927\u5bb6\uff0c\u53e6\u4e00\u65b9\u9762\u4e5f\u79ef\u7d2f\u4e86\u81ea\u5df1\u505a\u62db\u8058\u7684\u4e00\u4e9b\u5fc3\u5f97\u3002

\u7b80\u5355\u4ecb\u7ecd\u4e0b\u9879\u76ee\uff0c\u6211\u4eec\u76ee\u524d\u5728\u505a\u7684\u662f\u4e00\u4e2a\u53eb**\u201c\u8fde\u8fde AI\u201d**\u7684\u5c0f\u7a0b\u5e8f\uff0c\u6838\u5fc3\u529f\u80fd\u662f\u7528 AI \u6765\u5e2e\u4f60\u627e\u4eba\u5e76\u81ea\u52a8\u6c9f\u901a\uff0c\u4f60\u53ea\u9700\u8981\u544a\u8bc9 AI \u4f60\u7684\u9700\u6c42\uff0cAI \u4f1a\u81ea\u52a8\u5e2e\u4f60\u5339\u914d\u5408\u9002\u7684\u5bf9\u8c61\u5e76\u8fdb\u884c\u6c9f\u901a\u3002

## 1.\u5408\u4f19\u4eba
\u9879\u76ee\u662f\u4e09\u4e2a\u6708\u524d\u542f\u52a8\u7684\uff0c\u6211\u9047\u5230\u7684\u7b2c\u4e00\u4e2a\u95ee\u9898\u5c31\u662f\u2014\u2014\u6211\u9700\u8981\u6211\u7684\u5408\u4f19\u4eba\u3002\u6211\u672c\u4eba\u5e76\u975e\u6280\u672f\u80cc\u666f\uff0c\u56e0\u6b64\u4e00\u5b9a\u9700\u8981\u4e00\u4e2a\u4eba\u6765\u8fdb\u884c\u7814\u53d1\u7b49\u5de5\u4f5c\u3002\u5f88\u591a\u4eba\u53ef\u80fd\u4f1a\u503e\u5411\u4e8e\u627e\u4e00\u4e9b\u6280\u672f\u4e0a\u5f88\u725b\u3001\u5f88\u5389\u5bb3\u7684\u4eba\u6765\u4f5c\u4e3a\u81ea\u5df1\u7684\u5408\u4f19\u4eba\uff0c\u8fd9\u5f53\u7136\u4e5f\u662f\u4e00\u4e2a\u9009\u62d4\u6807\u51c6\uff0c\u56e0\u4e3a\u5408\u4f19\u4eba\u4e4b\u95f4\u4f1a\u957f\u671f\u5408\u4f5c\uff0c\u4f60\u4e0d\u80fd\u627e\u4e00\u4e2a\u663e\u7136\u4e0d\u591f\u5408\u9002\u7684\u4eba\u3002\u4f46\u6211\u89c9\u5f97\uff0c\u5408\u4f19\u4eba\u4e4b\u95f4\u66f4\u4e3a\u91cd\u8981\u7684\u662f\u4fe1\u4efb\u4e0e\u76f8\u540c\u7684\u4fe1\u4ef0\uff0c\u8fd9\u4e0d\u662f\u4f60\u53bb\u53c2\u52a0\u4e00\u4e2a\u996d\u5c40\u3001\u4e24\u4eba\u76f8\u8c08\u751a\u6b22\u5c31\u80fd\u5b9a\u4e0b\u6765\u7684\u3002\u4f60\u9700\u8981\u548c\u4ed6\u6709\u5171\u540c\u7684\u7ecf\u5386\u3001\u5171\u540c\u7684\u597d\u53cb\u3001\u5171\u540c\u4fe1\u4ef0\u7684\u4e1c\u897f\uff0c\u8fd9\u624d\u80fd\u6210\u4e3a\u4f60\u4eec\u957f\u671f\u5408\u4f5c\u7684\u57fa\u7840\u2014\u2014\u56e0\u4e3a\u4e00\u65e6\u5f00\u59cb\u521b\u4e1a\uff0c\u4f60\u4f1a\u53d1\u73b0\u9047\u5230\u7684\u56f0\u96be\u603b\u6bd4\u60f3\u8c61\u4e2d\u591a\u5f97\u591a\u3002\u56e0\u6b64\uff0c\u6211\u5f3a\u70c8\u63a8\u8350\u5927\u5bb6\u4ece\u81ea\u5df1\u8eab\u8fb9\u719f\u8bc6\u7684\u6bd4\u8f83\u4f18\u79c0\u7684\u4eba\u4e2d\u8fdb\u884c\u9009\u62e9\uff0c\u800c\u4e0d\u662f\u9009\u62e9\u4e00\u4e2a\u4ec5\u6709\u51e0\u9762\u4e4b\u7f18\u7684\u4eba\u3002\u5982\u679c\u4f60\u53ea\u80fd\u4ece\u4e0d\u592a\u719f\u6089\u7684\u4eba\u4e2d\u8fdb\u884c\u9009\u62e9\uff0c\u90a3\u4f60\u53ef\u4ee5\u5148\u548c\u4ed6\u901a\u8fc7\u51e0\u6b21\u5c0f\u7684\u9879\u76ee\u8fdb\u884c\u5408\u4f5c\u3002\u6211\u7684\u6280\u672f\u5408\u4f19\u4eba\u662f\u6211\u8bfb\u7814\u671f\u95f4\u7684\u5ba4\u53cb\uff0c\u6211\u89c9\u5f97\u8fd9\u907f\u514d\u4e86\u5f88\u591a\u6f5c\u5728\u7684\u98ce\u9669\u3002

\u53e6\u4e00\u70b9\u6211\u8ba4\u4e3a\u5f88\u91cd\u8981\u7684\u4e1c\u897f\u5728\u4e8e\uff0c\u521d\u671f\u4e24\u4e2a\u4eba\u53ef\u80fd\u4e0d\u592a\u7a33\u5b9a\uff0c\u4e09\u5230\u56db\u4e2a\u4eba\u53ef\u80fd\u662f\u6bd4\u8f83\u5408\u9002\u7684\u9009\u62e9\u3002\u4e00\u4e2a\u521b\u4e1a\u56e2\u961f\u4e2d\uff0c\u4e00\u5b9a\u4f1a\u6709\u4eba\u4f5c\u4e3a\u4e3b\u5bfc\uff0c\u5982\u679c\u4f60\u7684\u56e2\u961f\u4e2d\u53ea\u6709\u4e24\u4e2a\u4eba\u7684\u8bdd\uff0c\u90a3\u4f3c\u4e4e\u5f88\u5bb9\u6613\u50cf\u4e00\u4e2a\u4eba\u5728\u7ed9\u53e6\u4e00\u4e2a\u4eba\u53d1\u53f7\u65bd\u4ee4\u3001\u5e03\u7f6e\u4efb\u52a1\uff0c\u8fd9\u5176\u5b9e\u662f\u4e0d\u592a\u5229\u4e8e\u56e2\u961f\u7684\u53d1\u5c55\u3002\u6240\u4ee5\u53ef\u80fd\u6709\u4e09\u5230\u56db\u4e2a\u4eba\u5728\u56e2\u961f\u4e2d\u4f1a\u6bd4\u8f83\u5bb9\u6613\u5f62\u6210\u8ba8\u8bba\u3001\u5f00\u653e\u548c\u4e00\u8d77\u505a\u4e8b\u7684\u6c1b\u56f4\uff0c\u8fd9\u5bf9\u4e8e\u56e2\u961f\u7684\u53d1\u5c55\u662f\u5f88\u91cd\u8981\u7684\u3002\u4f46\u6211\u8ba4\u4e3a\u521d\u521b\u7684\u56e2\u961f\u4e5f\u4e0d\u5e94\u8be5\u6709\u592a\u591a\u7684\u4eba\uff0c\u4f60\u9700\u8981\u786e\u4fdd\u56e2\u961f\u6210\u5458\u4e4b\u95f4\u8db3\u591f\u7684\u7d27\u5bc6\u4e14\u4e0d\u81c3\u80bf\u3002

\u53e6\u5916\uff0c\u6211\u89c9\u5f97\u53ef\u80fd\u5f88\u591a\u4eba\u6ca1\u6ce8\u610f\u5230\u7684\u5c0f\u7ec6\u8282\u662f\uff0c\u6211\u8ba4\u4e3a\u56e2\u961f\u4e2d\u7684\u6bcf\u4e2a\u5408\u4f19\u4eba\u90fd\u9700\u8981\u51fa\u94b1\u3001\u90fd\u9700\u8981\u627f\u62c5\u98ce\u9669\u3002\u5f88\u591a\u6280\u672f\u5408\u4f19\u4eba\u53ef\u80fd\u4f1a\u91c7\u53d6\u6280\u672f\u5165\u80a1\u7684\u65b9\u5f0f\uff0c\u5373\u4e0d\u5b9e\u9645\u51fa\u8d44\uff0c\u800c\u662f\u901a\u8fc7\u52b3\u52a8\u7684\u65b9\u5f0f\u6362\u53d6\u76f8\u5e94\u7684\u80a1\u4efd\u3002\u4f46\u6211\u8ba4\u4e3a\uff0c\u5982\u679c\u56e2\u961f\u4e2d\u6709\u4eba\u6ca1\u6709\u5728\u5b9e\u9645\u5730\u627f\u62c5\u98ce\u9669\u7684\u8bdd\uff0c\u4ed6\u5c31\u4e0d\u4f1a\u4e3a\u4e86\u4e00\u4ef6\u4e8b\u60c5\u800c\u62fc\u5c3d\u5168\u529b\uff0c\u56e0\u6b64\u6240\u6709\u4eba\u90fd\u9700\u8981\u51fa\u94b1\u3001\u627f\u62c5\u76f8\u5e94\u7684\u98ce\u9669\u3002\u53ea\u6709\u51fa\u4e86\u94b1\u4e4b\u540e\uff0c\u5927\u5bb6\u67d0\u79cd\u7a0b\u5ea6\u4e0a\u624d\u4f1a\u5bf9\u4e00\u4ef6\u4e8b\u60c5\u771f\u6b63\u5730\u4e0a\u5fc3\u3002

## 2.\u4f60\u7684\u5458\u5de5
**\u4e00\u4e2a\u95ee\u9898\uff1a\u5458\u5de5\u8fd8\u662f\u5b9e\u4e60\u751f\uff1f**
\u5766\u767d\u800c\u8a00\uff0c\u521b\u4e1a\u5230\u73b0\u5728\u6211\u4eec\u6ca1\u6709\u62db\u8fc7\u4e00\u4e2a\u6b63\u5f0f\u5458\u5de5\uff0c\u5168\u90e8\u90fd\u662f\u5b9e\u4e60\u751f\u3002\u6211\u7684\u89c2\u70b9\u662f\uff1a\u5982\u679c\u4f60\u5df2\u7ecf\u5f88\u6709\u94b1\u4e86\uff0c\u90a3\u81ea\u7136\u968f\u4fbf\uff0c\u4f46\u662f\u5982\u679c\u4f60\u662f\u771f\u7684\u5f00\u59cb\u4ece\u96f6\u5f00\u59cb\u521b\u4e1a\u7684\u8bdd\uff0c\u4f60\u9700\u8981\u5148\u8017\u5c3d\u81ea\u5df1\u7684\u5168\u90e8\uff0c\u518d\u8003\u8651\u62db\u5b9e\u4e60\u751f\uff0c\u5b9e\u4e60\u751f\u5e72\u4e0d\u8fc7\u6765\uff0c\u518d\u8003\u8651\u62db\u6b63\u5f0f\u5458\u5de5\u3002

\u62db\u6b63\u5f0f\u5458\u5de5\u4e00\u5b9a\u662f\u4f60\u6700\u540e\u7684\u9009\u62e9\uff0c\u800c\u4e0d\u662f\u7b2c\u4e00\u9009\u62e9\u3002

\u5f88\u591a\u4eba\u4f4e\u4f30\u4e86\u5b9e\u4e60\u751f\u80fd\u505a\u7684\u4e8b\u60c5\uff0c\u4f46\u6211\u89c9\u5f97\u521d\u521b\u56e2\u961f\u627e\u5b9e\u4e60\u751f\u4e00\u5b9a\u662f\u6027\u4ef7\u6bd4\u6700\u9ad8\u7684\u9009\u62e9\u3002\u6211\u4e4b\u524d\u53d1\u89c6\u9891\u7684\u65f6\u5019\uff0c\u5f88\u591a\u4eba\u8bf4\u6211\u662f\u8d44\u672c\u5bb6\u3001\u5265\u524a\u522b\u4eba\uff0c\u4f46\u5b66\u751f\u5b9e\u4e60\u85aa\u8d44\u4f4e\u4e0d\u662f\u6211\u4e00\u4e2a\u516c\u53f8\u7684\u95ee\u9898\uff0c\u800c\u662f\u8fd9\u4e2a\u5e02\u573a\u7684\u95ee\u9898\u3002\u6211\u4e5f\u662f\u53bb\u5e74\u521a\u6bd5\u4e1a\u7684\u5927\u5b66\u751f\uff0c\u5ff5\u4e66\u7684\u65f6\u5019\u5b9e\u4e60\u4e5f\u662f\u4e09\u56db\u5343\u5757\u94b1\u4e00\u4e2a\u6708\u3002\u4f5c\u4e3a\u521d\u521b\u516c\u53f8\uff0c\u4e0d\u9700\u8981\u4e89\u5bf9\u9519\uff0c\u4e00\u5b9a\u9700\u8981\u5229\u7528\u8d77\u8fd9\u4e2a\u5b9e\u4e60\u7684\u5bcc\u77ff\u3002

\u5f88\u591a\u4eba\u4e0d\u613f\u610f\u62db\u5b9e\u4e60\u751f\u7684\u95ee\u9898\u5c31\u5728\u4e8e\uff0c\u5b9e\u4e60\u751f\u8fd8\u9700\u8981\u6559\uff0c\u5e76\u4e14\u4e5f\u65f6\u5e38\u5e72\u6d3b\u4e0d\u4e0a\u5fc3\uff0c\u62d6\u62d6\u62c9\u62c9\uff0c\u4f46\u95ee\u9898\u7684\u5173\u952e\u5728\u4e8e\uff0c\u5982\u4f55\u627e\u5230\u9760\u8c31\u7684\u5b9e\u4e60\u751f\u3002

\u5728\u62db\u8058\u65f6\uff0c\u6211\u6700\u5173\u6ce8\u7684\u4fbf\u662f\u4e24\u4e2a\u56e0\u7d20\uff1a\u81ea\u9a71\u548c\u8ba4\u540c\u3002\u9996\u5148\uff0c\u8fd9\u4e2a\u4eba\u4e00\u5b9a\u8981\u662f\u4e00\u4e2a\u81ea\u9a71\u7684\u4eba\uff0c\u4e0d\u7518\u4e8e\u73b0\u72b6\u7684\u4eba\uff0c\u4ed6\u7684\u5185\u5fc3\u6709\u6e34\u671b\uff0c\u8fd9\u4e2a\u6e34\u671b\u7684\u706b\u662f\u6240\u6709\u4e00\u5207\u7684\u6e90\u5934\uff1b\u5176\u6b21\uff0c\u4ed6\u4e00\u5b9a\u9700\u8981\u8ba4\u540c\u4f60\u6240\u5728\u505a\u7684\u4e1c\u897f\u3002\u6211\u62db\u6bcf\u4e2a\u4eba\u524d\uff0c\u4e00\u5b9a\u4f1a\u8ba9\u4ed6\u8bd5\u7528\u6211\u4eec\u7684\u4ea7\u54c1\u3001\u770b\u4ed6\u5bf9\u4ea7\u54c1\u7684\u53cd\u9988\u3002\u6211\u53ef\u4ee5\u63a5\u53d7\u4f60\u5f88\u62a8\u51fb\u6211\u4eec\u7684\u4ea7\u54c1\uff0c\u6211\u4f1a\u548c\u4f60\u89e3\u91ca\u4e00\u4e0b\u6216\u8ba4\u771f\u542c\u53d6\u610f\u89c1\uff1b\u4f46\u5982\u679c\u8868\u73b0\u51fa\u65e0\u6240\u8c13\u7684\u6001\u5ea6\uff0c\u90a3\u8fd9\u4f1a\u662f\u9996\u8981\u7684\u5426\u51b3\u56e0\u7d20\u3002

\u6211\u59cb\u7ec8\u76f8\u4fe1\u7684\u4e00\u70b9\u662f\uff0c\u4f60\u9700\u8981\u8db3\u591f\u8ba4\u540c\u4e00\u4ef6\u4e8b\u60c5\uff0c\u4f60\u624d\u80fd\u628a\u8fd9\u4ef6\u4e8b\u60c5\u505a\u597d\u3002\u8ba4\u540c\u662f\u4f60\u6bcf\u5929\u5f00\u59cb\u5de5\u4f5c\u7684\u6700\u5927\u52a8\u529b\uff0c\u4f60\u9700\u8981\u9996\u5148\u76f8\u4fe1\u4f60\u662f\u4e00\u4e2a\u4f1f\u5927\u8fdb\u7a0b\u7684\u4e00\u90e8\u5206\u3002

\u867d\u7136\u542c\u8d77\u6765\u5f88\u50cf\u8001\u677f pua \u7684\u8bdd\u672f\uff0c\u4f46\u6211\u8ba4\u4e3a\u56e2\u961f\u7684\u540c\u5b66\u6ca1\u6709\u8c01\u662f\u56e0\u4e3a\u94b1\u800c\u5728\u8fd9\u91cc\u7684\uff0c\u56e0\u4e3a\u6211\u4eec\u5df2\u7ecf\u4e00\u7a77\u4e8c\u767d\u3002

## 3.\u51dd\u805a\u529b
\u56e2\u961f\u9700\u8981\u5927\u5bb6\u805a\u5728\u4e00\u8d77\uff0c\u706b\u7130\u9700\u8981\u4f17\u4eba\u62fe\u67f4\u3002\u5f88\u591a\u4eba\u4ee5\u4e3a\u56e2\u961f\u51dd\u805a\u529b\u9700\u8981\u4f9d\u9760\u8c01\u7684\u4e2a\u4eba\u9b45\u529b\u6216\u662f\u91d1\u94b1\uff0c\u4f46\u4f9d\u9760\u4e2a\u4eba\u9b45\u529b\u548c\u91d1\u94b1\u7684\u51dd\u805a\u662f\u4e00\u79cd\u677e\u6563\u4e14\u4e0d\u53ef\u9760\u7684\u51dd\u805a\u3002

\u6211\u8ba4\u4e3a\uff0c\u51dd\u805a\u4e00\u4e2a\u56e2\u961f\u6700\u6838\u5fc3\u7684\u662f\u4e09\u4e2a\u8981\u7d20\uff1a
### \uff08 1 \uff09\u6e05\u6670\u7684\u76ee\u6807
\u662f\u7684\uff0c\u6e05\u6670\u7684\u76ee\u6807\u662f\u56e2\u961f\u51dd\u805a\u529b\u7684\u9996\u8981\u56e0\u7d20\u3002\u5f88\u591a\u56e2\u961f\u5206\u5d29\u79bb\u6790\uff0c\u6700\u91cd\u8981\u7684\u95ee\u9898\u4fbf\u662f\u76ee\u6807\u4e0d\u6e05\u6670\uff0c\u53ef\u80fd\u8868\u73b0\u4e3a\u591a\u79cd\u60c5\u51b5\uff1a\u4e0d\u77e5\u9053\u672a\u6765\u7684\u8fed\u4ee3\u65b9\u5411\u3001\u4e0d\u77e5\u9053\u54ea\u91cc\u51fa\u4e86\u95ee\u9898\u7b49\u3002\u6ca1\u6709\u6e05\u6670\u7684\u76ee\u6807\uff0c\u53ea\u4f1a\u8ba9\u5927\u5bb6\u90fd\u9677\u5165\u5230\u6000\u7591\u4e0e\u8ff7\u832b\u4e4b\u4e2d\u3002\u867d\u7136\u521b\u4e1a\u672c\u6765\u5c31\u662f\u4e00\u4e2a\u6478\u7740\u77f3\u5934\u8fc7\u6cb3\u7684\u8fc7\u7a0b\uff0c\u4f46\u521b\u59cb\u4eba\u7684\u91cd\u8981\u804c\u8d23\u4e4b\u4e00\u5c31\u662f\u4e0d\u8981\u8ba9\u8ff7\u832b\u7684\u60c5\u7eea\u5728\u56e2\u961f\u4e2d\u8513\u5ef6\u3002

### \uff08 2 \uff09\u5236\u9020\u51fa\u5728\u8d62\u7684\u611f\u89c9
\u56e2\u961f\u9700\u8981\u5728\u8d62\u7684\u611f\u89c9\u3002\u6709\u65f6\u5019\uff0c\u54ea\u6015\u5176\u5b9e\u5f88\u5fae\u4e0d\u8db3\u9053\u7684\u4e00\u4ef6\u4e8b\u60c5\uff0c\u4e5f\u503c\u5f97\u5728\u56e2\u961f\u4e2d\u5927\u4e66\u7279\u4e66\u2014\u2014\u4f60\u9700\u8981\u8ba9\u5927\u5bb6\u611f\u53d7\u5230\u81ea\u5df1\u5728\u8d62\uff0c\u6ca1\u6709\u4eba\u613f\u610f\u957f\u671f\u5446\u5728\u4e00\u4e2a\u603b\u662f\u8f93\u7684\u961f\u4f0d\u91cc\u3002

### \uff08 3 \uff09\u5f00\u653e\u7684\u6c1b\u56f4
\u6211\u89c9\u5f97\u5728\u521d\u521b\u5de5\u4f5c\uff0c\u771f\u7684\u5f88\u6709\u5438\u5f15\u529b\u7684\u4e00\u70b9\u5c31\u662f\uff0c\u6bd4\u8d77\u5df2\u7ecf\u5177\u6709\u4e00\u5b9a\u89c4\u6a21\u7684\u516c\u53f8\uff0c\u5927\u90e8\u5206\u7684\u521d\u521b\u516c\u53f8\u90fd\u8fd8\u6709\u4e0d\u9519\u7684\u3001\u6bd4\u8f83\u5f00\u653e\u7684\u6c1b\u56f4\u3002\u5f00\u653e\u7684\u6c1b\u56f4\u610f\u5473\u7740\u4f60\u53ef\u4ee5\u5927\u80c6\u63d0\u51fa\u81ea\u5df1\u7684\u60f3\u6cd5\u3001\u4f60\u7684\u5efa\u8bae\u901a\u5e38\u4f1a\u88ab\u5f97\u5230\u5c0a\u91cd\u3001\u4f60\u53ef\u4ee5\u6309\u7167\u81ea\u5df1\u7684\u60f3\u6cd5\u5f00\u5c55\u5de5\u4f5c\u3002\u8fd9\u5bf9\u6709\u81ea\u5df1\u60f3\u6cd5\u3001\u81ea\u9a71\u7684\u4eba\u4f1a\u662f\u5f88\u6709\u5438\u5f15\u529b\u7684\u4e00\u4e2a\u70b9\uff0c\u5f53\u4e00\u4e2a\u4eba\u611f\u89c9\u88ab\u5c0a\u91cd\u3001\u88ab\u9700\u8981\uff0c\u90a3\u4f60\u5f53\u7136\u4f1a\u5177\u6709\u5f88\u5f3a\u7684\u56e2\u961f\u51dd\u805a\u529b\u3002

\u6700\u540e\uff0c\u8fd8\u662f\u6b22\u8fce\u5927\u5bb6\u4f7f\u7528\u3001\u4f53\u9a8c\u6211\u4eec\u7684\u4ea7\u54c1**\u201c\u8fde\u8fde AI\u201d**\uff0c\u4e5f\u6b22\u8fce\u6301\u7eed\u5173\u6ce8\u6211\u4eec\u3002" }, { "author": { "url": "https://www.v2ex.com/member/break", "name": "break", "avatar": "https://cdn.v2ex.com/avatar/d64d/2297/66852_large.png?m=1741750346" }, "url": "https://www.v2ex.com/t/1220088", "title": "\u53d1\u73b0 chatGPT \u5f00\u59cb\u800d\u6211\u4e86", "id": "https://www.v2ex.com/t/1220088", "date_published": "2026-06-13T01:30:41+00:00", "content_html": "

" }, { "author": { "url": "https://www.v2ex.com/member/SayHelloHi", "name": "SayHelloHi", "avatar": "https://cdn.v2ex.com/avatar/d961/3cd9/563553_large.png?m=1749532589" }, "url": "https://www.v2ex.com/t/1220080", "title": "Windows \u539f\u751f\u4ee3\u7406\u5ba2\u6237\u7aef", "id": "https://www.v2ex.com/t/1220080", "date_published": "2026-06-12T22:54:59+00:00", "content_html": "

https://github.com/yaog6700-bit/Swell-Proxy

\n

\"\"

\n" }, { "author": { "url": "https://www.v2ex.com/member/mastergo", "name": "mastergo", "avatar": "https://cdn.v2ex.com/avatar/df18/65db/301501_large.png?m=1781270157" }, "url": "https://www.v2ex.com/t/1220041", "date_modified": "2026-06-12T13:18:17+00:00", "content_html": "\u4f7f\u7528 Claude Fable 5 \u6a21\u578b\u70e7\u4e86 200 \u5200\uff0c\u91cd\u6784\u4e86\u300c\u80a1\u5e02\u6316\u6398\u673a\u300d\u3002\ud83c\udfc4

1\ufe0f\u20e3 \u652f\u6301\u81ea\u5b9a\u4e49\u6a21\u578b\u3002\u53ef\u4ee5\u76f4\u63a5\u914d\u7f6e openrouter \u3001deepseek \u3001minimax \u7b49\u6a21\u578b\uff0c\u4e5f\u652f\u6301\u8c03\u7528\u672c\u5730 claude code \u3001codex \u7b49 cli \u5de5\u5177\u4f7f\u7528\u3002

2\ufe0f\u20e3 \u6253\u901a\u5b9e\u65f6\u6570\u636e\uff0c\u652f\u6301\u671f\u6743\u3001\u73b0\u8d27\u3001\u6570\u5b57\u8d27\u5e01\u7b49\u884c\u60c5\u6570\u636e\u76f4\u63a5\u5b9e\u65f6\u5206\u6790\u3002

3\ufe0f\u20e3 \u5185\u8bbe\u767d\u6bdb\u5973\u3001\u6e38\u8d44\u7b49 Skills \uff0c\u57fa\u4e8e\u4ea7\u4e1a\u94fe\u627e\u51fa\u5356\u94f2\u5b50\u7684\u516c\u53f8\u3002\u73b0\u5728\u8f93\u51fa\u6548\u679c\u63a5\u8fd1\u65e0\u654c\u3002\ud83d\ude80

https://mastersgo.cc", "date_published": "2026-06-12T13:16:04+00:00", "title": "\u7528\u4e0a Claude Fable 5 \u540e\uff0c\u6211\u7684\u6295\u8d44\u91cf\u5316\u5de5\u5177\u6709\u70b9\u731b", "id": "https://www.v2ex.com/t/1220041" }, { "author": { "url": "https://www.v2ex.com/member/kuxuan", "name": "kuxuan", "avatar": "https://cdn.v2ex.com/gravatar/7d6331aaca03ef523bb47b6923d71f1f?s=73&d=retro" }, "url": "https://www.v2ex.com/t/1220012", "title": "\u817e\u8baf\u5b98\u65b9\u5ba2\u670d\u52a0\u6211\u4e00\u76f4\u8ddf\u6211\u8bf4\u8981\u4e70\u4ea7\u54c1\u548c\u7eed\u8d39\u8ddf\u5979\u8bf4\uff0c\u5e2e\u6211\u7533\u8bf7\u4f18\u60e0\uff0c\u6bcf\u6b21\u4e00\u770b\u6839\u672c\u8ddf\u5b98\u65b9\u5dee\u4e0d\u4e86\u591a\u5c11\u3002", "id": "https://www.v2ex.com/t/1220012", "date_published": "2026-06-12T10:18:14+00:00", "content_html": "\u662f\u771f\u7684\u817e\u8baf\u5b98\u65b9\u5ba2\u670d\u3002\u53c8\u6ca1\u4f18\u60e0\u52a0\u6211\u5e72\u5565\u554a\u3002\u633a\u6d6a\u8d39\u65f6\u95f4\u4e86\u3002" }, { "author": { "url": "https://www.v2ex.com/member/boringwheat", "name": "boringwheat", "avatar": "https://cdn.v2ex.com/gravatar/c8213941ffda8cf123ae77470937f3d6?s=73&d=retro" }, "url": "https://www.v2ex.com/t/1219982", "date_modified": "2026-06-12T08:59:54+00:00", "content_html": "\u5fae\u4fe1\u56fe\u7247_20260611201347_451_2.jpg", "date_published": "2026-06-12T08:59:04+00:00", "title": "\u4e16\u754c\u676f\u4f53\u5f69\u9996\u6218\u544a\u6377\uff0c\u6652\u4e00\u4e0b\u524d\u4e24\u573a\u9884\u6d4b\u7684\u7968\u6839", "id": "https://www.v2ex.com/t/1219982" }, { "author": { "url": "https://www.v2ex.com/member/cryptoboy", "name": "cryptoboy", "avatar": "https://cdn.v2ex.com/avatar/2b59/bee8/370644_large.png?m=1781085321" }, "url": "https://www.v2ex.com/t/1219979", "title": "\u6709 N26 \u8d26\u6237\u7684\u73b0\u5728\u53ef\u4ee5\u514d\u8d39\u5f00\u4e16\u754c\u676f\u4e07\u4e8b\u8fbe\u4e3b\u9898\u865a\u62df\u94f6\u884c\u5361\uff0c\u5df2\u6d4b\u8bd5\u81f3\u5c11\u514d\u8d39\u5f00\u56db\u5f20\uff01", "id": "https://www.v2ex.com/t/1219979", "date_published": "2026-06-12T08:55:35+00:00", "content_html": "" }, { "author": { "url": "https://www.v2ex.com/member/cryptoboy", "name": "cryptoboy", "avatar": "https://cdn.v2ex.com/avatar/2b59/bee8/370644_large.png?m=1781085321" }, "url": "https://www.v2ex.com/t/1219956", "title": "\u5c0f\u7c73 MiMoCode \u7684\u7b80\u5355\u53cd\u4ee3\u65b9\u6848", "id": "https://www.v2ex.com/t/1219956", "date_published": "2026-06-12T08:07:47+00:00", "content_html": "\u6765\u6e90-\u7f51\u7edc\u6280\u672f\u5206\u4eab t.me/wzxylh

\u6574\u4f53\u6d41\u7a0b\u6bd4\u8f83\u7b80\u5355\uff1a

1\ufe0f\u20e3 \u8c03\u7528 Bootstrap \u63a5\u53e3\u83b7\u53d6\u4e34\u65f6 JWT Token

2\ufe0f\u20e3 \u643a\u5e26 JWT \u8c03\u7528 OpenAI \u517c\u5bb9\u63a5\u53e3\u5b8c\u6210\u5bf9\u8bdd

\u76ee\u524d\u652f\u6301\u901a\u8fc7 OpenAI \u683c\u5f0f\u76f4\u63a5\u8c03\u7528 MiMo \u6a21\u578b\uff0c\u5bf9\u4e8e\u6d4b\u8bd5\u548c\u63a5\u5165\u7b2c\u4e09\u65b9\u5ba2\u6237\u7aef\u6765\u8bf4\u6bd4\u8f83\u65b9\u4fbf\u3002

\u83b7\u53d6 JWT\uff1a
JWT=$(curl -s -X POST 'https://api.xiaomimimo.com/api/free-ai/bootstrap'
-H 'Content-Type: application/json'
-d '{\"client\":\"haha\"}' | python3 -c \"import sys,json;print(json.load(sys.stdin)['jwt'])\")

\u53d1\u8d77\u5bf9\u8bdd\uff1a
curl -X POST 'https://api.xiaomimimo.com/api/free-ai/openai/chat'
-H \"Authorization: Bearer $JWT\"
-H 'X-Mimo-Source: mimocode-cli-free'
-H 'Content-Type: application/json'
-d '{
\"model\": \"mimo-auto\",
\"messages\": [{\"role\":\"user\",\"content\":\"hello, who are you?\"}],
\"max_tokens\": 128000,
\"stream\": true,
\"temperature\": 1.0
}'

\u5df2\u901a\u8fc7\u4e2a\u4eba hermes \u6d4b\u8bd5\uff1a

\u7cfb\u7edf\u72b6\u6001
MiMo Proxy \u4ee3\u7406

\u72b6\u6001\uff1a\u8fd0\u884c\u4e2d (PID ---, CPU 0%, MEM 3.3%)
\u5730\u5740\uff1a-------
/health \u2192 ok
\u6bcf\u6b21\u8bf7\u6c42\u81ea\u52a8\u5237\u65b0 JWT \uff0c\u65e0\u9700\u624b\u52a8\u7ba1\u7406" }, { "author": { "url": "https://www.v2ex.com/member/Bean0cean", "name": "Bean0cean", "avatar": "https://cdn.v2ex.com/avatar/8444/a6c9/319106_large.png?m=1532672934" }, "url": "https://www.v2ex.com/t/1219951", "title": "[\u907f\u96f7] B \u7ad9\u4e0a\u5356\u624b\u673a\u5361\u7684\u5927\u591a\u662f\u9a97\u4eba\u7684", "id": "https://www.v2ex.com/t/1219951", "date_published": "2026-06-12T08:02:10+00:00", "content_html": "

\u5728 B \u7ad9\u8d2d\u4e70\u4e86\u597d\u51e0\u4e2a up \u63a8\u8350\u7684\u624b\u673a\u5361\uff0c\u90fd\u662f\u5ba3\u4f20\u5957\u9910\u5f88\u4fbf\u5b9c\u7684\uff0c\u9996\u5e74 19 \u5757 200+G \u6d41\u91cf\u7684\uff0c\u4e70\u4e86 3 \u5f20\u5361\uff0c\u6fc0\u6d3b\u540e\u5957\u9910\u662f\u539f\u4ef7

\n" }, { "author": { "url": "https://www.v2ex.com/member/huladandan1999", "name": "huladandan1999", "avatar": "https://cdn.v2ex.com/avatar/dc3d/e1a0/584101_large.png?m=1781251233" }, "url": "https://www.v2ex.com/t/1219948", "title": "codex \u7ed9\u4e86\u201c1 \u6b21\u53ef\u7528\u91cd\u7f6e\u201d", "id": "https://www.v2ex.com/t/1219948", "date_published": "2026-06-12T08:00:42+00:00", "content_html": "

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\n

\u8bbe\u7f6e-\u5269\u4f59\u7528\u91cf-1 \u6b21\u53ef\u7528\u91cd\u7f6e

\n" }, { "author": { "url": "https://www.v2ex.com/member/catazshadow", "name": "catazshadow", "avatar": "https://cdn.v2ex.com/gravatar/066c0aed93079b8e23b9916a3d7b6c56?s=73&d=retro" }, "url": "https://www.v2ex.com/t/1219935", "title": "AI \u56de\u65cb\u6807\u6765\u4e86", "id": "https://www.v2ex.com/t/1219935", "date_published": "2026-06-12T07:32:35+00:00", "content_html": "\u81f3\u591a 50%\u516c\u53f8\u540e\u6094\u7531\u4e8e AI \u88c1\u5458

https://www.techspot.com/news/112707-ai-boomerang-effect-more-data-suggests-employers-reversing.html" }, { "author": { "url": "https://www.v2ex.com/member/kuawo", "name": "kuawo", "avatar": "https://cdn.v2ex.com/gravatar/305649c8d022e9d9b5d2db3042bc1fa3?s=73&d=retro" }, "url": "https://www.v2ex.com/t/1219885", "title": "\u6700\u8fd1\u8bfb\u4e86\u6089\u8fbe\u591a,\u5f53\u4e0b\u7684\u529b\u91cf,\u6211\u60f3\u8bf4,\u53ef\u4ee5\u4e00\u5b9a\u7a0b\u5ea6\u7f13\u89e3\u7126\u8651", "id": "https://www.v2ex.com/t/1219885", "date_published": "2026-06-12T05:38:48+00:00", "content_html": "

\u5982\u9898,\u6089\u8fbe\u591a\u8bfb\u5b8c\u4e86,\u5f53\u4e0b\u7684\u529b\u91cf\u4e5f\u5feb\u8bfb\u5b8c,\u5f88\u591a\u5730\u65b9\u6ca1\u8bfb\u61c2,\u80af\u5b9a\u8fd8\u662f\u8981\u591a\u8bfb\u51e0\u904d,\u4f46\u662f\u6211\u60f3\u8bf4\u771f\u7684\u7f13\u89e3\u4e86\u4e00\u4e9b\u6211\u7684\u7126\u8651

\n

\u597d\u4e1c\u897f\u5c31\u8981\u5206\u4eab, \u7126\u8651\u7684\u5c0f\u4f19\u4f34\u4e0d\u59a8\u8bd5\u8bd5.

\n

(\u6211\u662f\u7ed3\u5408\u5fae\u4fe1\u8bfb\u4e66\u91cc\u5f88\u591a\u4e66\u53cb\u7684\u7b14\u8bb0\u8bfb\u7684)

\n" }, { "author": { "url": "https://www.v2ex.com/member/aidevs", "name": "aidevs", "avatar": "https://cdn.v2ex.com/avatar/96e0/7156/7729_large.png?m=1780834873" }, "url": "https://www.v2ex.com/t/1219877", "title": "\u65f6\u4e0d\u65f6\u7684\u60f3\u8d77\u4ee5\u524d\u505a\u5f97\u8822\u4e8b\uff0c\u4f1a\u63a7\u5236\u4e0d\u4f4f\u53d1\u766b", "id": "https://www.v2ex.com/t/1219877", "date_published": "2026-06-12T04:41:14+00:00", "content_html": "\u6bd4\u5982\u6b63\u5728\u4e0a\u5395\u6240\uff0c\u7136\u540e\u83ab\u540d\u5176\u5999\u7684\u60f3\u8d77\u4ee5\u524d\u505a\u5f97\u8822\u4e8b\uff0c\u5c31\u4f1a\u5728\u5395\u6240\u5728\u5927\u9a82\u8d77\u6765

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\u548c\u670b\u53cb\u7684\u6c9f\u901a\u4ea4\u6d41
\u7b49\u7b49" }, { "author": { "url": "https://www.v2ex.com/member/ttsh", "name": "ttsh", "avatar": "https://cdn.v2ex.com/gravatar/9e419bf4efb1250d0552534f9d209e5a?s=73&d=retro" }, "url": "https://www.v2ex.com/t/1219825", "title": "\u524d\u6bb5\u65f6\u95f4\u5237\u89c6\u9891\u770b\u5230\u4e86\u4e00\u4e2a\u5fc3\u7387\u76d1\u6d4b app\uff0c\u4e0d\u662f\u5f88\u597d\u7528\uff0c\u7528 cursor coding \u4e86\u4e00\u4e2a", "id": "https://www.v2ex.com/t/1219825", "date_published": "2026-06-12T02:36:48+00:00", "content_html": "\u73b0\u5728\u7528 AI \u6765\u505a\u8fd9\u79cd\u4e1c\u897f\u771f\u7684\u592a\u7b80\u5355\u592a\u65b9\u4fbf\u4e86\uff0c\u4e0d\u77e5\u9053\u8fd8\u53ef\u4ee5\u575a\u6301\u591a\u4e45" }, { "author": { "url": "https://www.v2ex.com/member/sammy520", "name": "sammy520", "avatar": "https://cdn.v2ex.com/gravatar/f8d789078145ca378c14d5f554388963?s=73&d=retro" }, "url": "https://www.v2ex.com/t/1219775", "title": "\u4e16\u754c\u676f\u89c2\u770b\u6e05\u6670\u5ea6\u5c0f\u7ed3", "id": "https://www.v2ex.com/t/1219775", "date_published": "2026-06-11T19:46:36+00:00", "content_html": "

\u6298\u817e\u5bf9\u6bd4\u4e00\u665a\u4e0a\uff0c\u4e2a\u4eba\u603b\u7ed3\u5982\u4e0b\uff0c\u6b22\u8fce\u6307\u6b63\uff1a\n\u6e05\u6670\u5ea6\u6392\u540d\u5982\u4e0b\n\u7b2c\u4e00\u68af\u961f\uff1a\u54aa\u5495\u89c6\u9891\uff08\u7f51\u9875\uff09\uff08\u4f1a\u5458\uff09\n\u4f1a\u5458\u53ef\u4ee5 4k \uff0c\u6211\u7528 MacBook Air \u770b\u7684\uff0c\u4ed4\u7ec6\u5bf9\u6bd4\u4e86\u4e0b\u6bd4\u6295\u5c4f\u7535\u89c6\u6e05\u6670\uff0c\u8349\u576a\u4e0d\u592a\u7cca\uff0c\u7403\u62d6\u5f71\u8f68\u8ff9\u6709\u4e00\u70b9\u4e0d\u4e25\u91cd\uff0c\u80fd\u770b\u3002\n\u867d\u7136\u8ddf YouTube \u4e0a\u7684 4k \u7403\u8d5b\u6ca1\u6cd5\u6bd4\uff0c\u4f46\u7b97\u6e05\u6670\u4e86\u3002

\n

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\n

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\n" }, { "author": { "url": "https://www.v2ex.com/member/Daniel6606", "name": "Daniel6606", "avatar": "https://cdn.v2ex.com/gravatar/e9b5950c9309a00d65c74ba18711e65f?s=73&d=retro" }, "url": "https://www.v2ex.com/t/1219769", "date_modified": "2026-06-11T18:43:25+00:00", "content_html": "\u6709\u79cd\u5f53\u5e74\u62a2 Manus \u7684\u611f\u89c9\u4e86\u3002\u3002

\u53ea\u80fd\u5728 Discord \u91cc\u62a2\uff0c\u8fd0\u8425\u4f1a\u4e0d\u5b9a\u65f6\u653e\uff1a https://discord.gg/BuTXPHmQub

\u62a2\u5230\u4e86\u4e4b\u540e\u5728\u4ed6\u4eec\u5b98\u7f51\u53ef\u4ee5\u76f4\u63a5\u7528\uff1a https://unify.light-ai.top/

", "date_published": "2026-06-11T18:42:21+00:00", "title": "\u6211\u6210\u529f\u62a2\u5230\u4e86\u5546\u6c64\u6700\u65b0\u6a21\u578b\u529f\u80fd\u7684\u5185\u6d4b\u7801", "id": "https://www.v2ex.com/t/1219769" }, { "author": { "url": "https://www.v2ex.com/member/qqxufo", "name": "qqxufo", "avatar": "https://cdn.v2ex.com/gravatar/b9c5149ceedf839c5c66d17dc50fedca?s=73&d=retro" }, "url": "https://www.v2ex.com/t/1219758", "title": "\u4eca\u5929\u5728 X \u4e0a\u770b\u5230\u4e2a\u795e\u4ed9\u8111\u6d1e\uff0c\u81ea\u5df1\u52a8\u624b\u590d\u523b\u4e86\u4e00\u7248", "id": "https://www.v2ex.com/t/1219758", "date_published": "2026-06-11T15:38:57+00:00", "content_html": "

\u4eca\u5929\u5728 X \u4e0a\u5237\u5230\u4e00\u4e2a\u53ef\u4ee5\u5728\u7f8e\u80a1\u548c\u5e01\u7684 K \u7ebf\u4e0a\u5f00\u6469\u6258\u7684\u5c0f\u6e38\u620f\uff0c\u611f\u89c9\u8111\u6d1e\u633a\u5927\u633a\u6709\u610f\u601d\u3002 \u4e0b\u5348\u6478\u9c7c\u624b\u75d2\uff0c\u81ea\u5df1\u4e5f\u8ddf\u7740\u6413\u4e86\u4e00\u7248\uff0c\u6ca1\u60f3\u5230\u73a9\u4e86\u4e00\u4f1a\u513f\u5c45\u7136\u8fd8\u633a\u4e0a\u5934\u7684\u3002

\n

\u6d4b\u8bd5\u4e86\u4e0b\uff0c\u6807\u666e\u662f\u6700\u7b80\u5355\u7684\u5e73\u7f13\u4e0a\u5761\u3002 \u4f46\u662f\u8dd1\u5996\u80a1\u548c Meme \u5e01\u7684\u65f6\u5019\u6709\u70b9\u5730\u72f1\u96be\u5ea6\uff0c\u52a8\u4e0d\u52a8\u65ad\u5d16\u66b4\u8dcc\uff0c\u6781\u5ea6\u5bb9\u6613\u7ffb\u8f66\u3002

\n

\u624b\u673a\u6d4f\u89c8\u5668\u76f4\u63a5\u5c31\u80fd\u73a9\uff0c\u5927\u5bb6\u53ef\u4ee5\u8bd5\u8bd5\u81ea\u5df1\u624b\u91cc\u7684\u7968\u8dd1\u8d77\u6765\u662f\u4ec0\u4e48\u96be\u5ea6\uff1a

\n

https://stonkrider.win/

\n" }, { "author": { "url": "https://www.v2ex.com/member/winglight2016", "name": "winglight2016", "avatar": "https://cdn.v2ex.com/avatar/1430/7ec9/178263_large.png?m=1749261711" }, "url": "https://www.v2ex.com/t/1219745", "date_modified": "2026-06-11T14:31:49+00:00", "content_html": "

\u4e00\u5f00\u59cb\u7684\u5267\u60c5\u5f88\u666e\u901a\uff0c\u5973\u4e3b\u770b\u8d77\u6765\u5192\u50bb\u6c14\uff0c\u540e\u6765\u5267\u60c5\u6025\u8f6c\u76f4\u4e0b\uff0c\u52a0\u4e0a\u600e\u4e48\u4e5f\u60f3\u4e0d\u5230\u7684\u7ed3\u5c40\uff0c\u503c\u5f97\u4e00\u770b\u3002

\n

\u5f88\u4e45\u6ca1\u6709\u770b\u5230\u503c\u5f97\u63a8\u8350\u7684\u7535\u5f71\u4e86\uff0c\u4e0a\u6b21\u662f\u300a\u4e00\u4e2a\u5c0f\u5fd9\u300b\u3002

\n", "date_published": "2026-06-11T14:29:31+00:00", "title": "\u63a8\u8350\u4e00\u90e8\u7535\u5f71\u300a\u8bf7\u6c42\u6551\u63f4\u300b\uff082026\uff09", "id": "https://www.v2ex.com/t/1219745" }, { "author": { "url": "https://www.v2ex.com/member/Acode", "name": "Acode", "avatar": "https://cdn.v2ex.com/gravatar/f6450217e5ea9e600e8f2e32596ac9a2?s=73&d=retro" }, "url": "https://www.v2ex.com/t/1219740", "title": "\u5c0f\u7c73 Token Plan\uff0c\u989d\u5ea6 380 \u4ebf\uff0c\u5269 1 \u5929\u5230\u671f\uff0c\u901f\u8e6c", "id": "https://www.v2ex.com/t/1219740", "date_published": "2026-06-11T13:38:26+00:00", "content_html": "

API Key:tp-c0x5wrgpqqjm1fhtp74758tmesl3lun3eu4xlvvxbwanwfee

\n

Base URL\n\u517c\u5bb9 OpenAI \u63a5\u53e3\u534f\u8bae\uff1a https://token-plan-cn.xiaomimimo.com/v1\n\u517c\u5bb9 Anthropic \u63a5\u53e3\u534f\u8bae\uff1a https://token-plan-cn.xiaomimimo.com/anthropic

\n

ipad \u515a\u65b9\u4fbf\u6d4b\u8bd5\u8e6c\u5165\u53e3\uff1a\nhttps://vb.do/dashboard?autosubmit=true#prompt=hello&providerId=mi&providerName=MI&providerProtocol=openai-compatible&baseUrl=https%3A%2F%2Ftoken-plan-cn.xiaomimimo.com%2Fv1&modelId=mimo-v2.5&modelName=mimo+v2.5

\n" }, { "author": { "url": "https://www.v2ex.com/member/waydee", "name": "waydee", "avatar": "https://cdn.v2ex.com/gravatar/9cd0f232f4d6e1b7bd11dfd37b89dcb5?s=73&d=retro" }, "url": "https://www.v2ex.com/t/1219644", "title": "\u7f8a\u6bdb\uff1a mimo code \u514d\u8d39 m-2.5-pro", "id": "https://www.v2ex.com/t/1219644", "date_published": "2026-06-11T06:50:02+00:00", "content_html": "

\u81ea\u5df1 github \u627e \u522b\u81ea\u5df1\u6574\u4e0d\u660e\u767d\u53c8\u6765\u6263\u63a8\u5e7f\u5e3d\u5b50

\n" }, { "author": { "url": "https://www.v2ex.com/member/Daniel6606", "name": "Daniel6606", "avatar": "https://cdn.v2ex.com/gravatar/e9b5950c9309a00d65c74ba18711e65f?s=73&d=retro" }, "url": "https://www.v2ex.com/t/1219596", "title": "\u5546\u6c64\u7684\u6587\u751f\u56fe\u6a21\u578b SenseNova U1 \u5f00\u59cb\u53d1\u56fe\u6587\u4ea4\u9519\u7684\u5185\u6d4b\u7801\u4e86", "id": "https://www.v2ex.com/t/1219596", "date_published": "2026-06-11T04:23:42+00:00", "content_html": "\u5728\u4ed6\u4eec\u7684 discord \u91cc\u4f1a\u4e0d\u5b9a\u671f\u653e\u5185\u6d4b\u529f\u80fd\u7684\u5185\u6d4b\u7801\uff0c\u6211\u7528\u4e86\u4e0b\u8fd8\u884c\uff0c\u5bf9\u56fe\u7247\u98ce\u683c\u7684\u4e00\u81f4\u6027\u4fdd\u6301\u7684\u4e0d\u9519\u3002

Discord \u9080\u8bf7\u94fe\u63a5\uff1a https://discord.gg/BuTXPHmQub



\u4e0b\u9762\u662f\u56fe\u6587\u4ea4\u9519\u7684\u4e00\u4e9b\u6848\u4f8b\uff0c\u6700\u7ec8\u7ed3\u679c\u5b8c\u6210\u5ea6\u4e0d\u9519\u3002\u6587\u5b57\u6709\u53d9\u4e8b\u8282\u594f\uff0c\u56fe\u7247\u6709\u573a\u666f\u53d8\u5316\uff0c\u4e24\u8005\u914d\u5408\u5f97\u633a\u81ea\u7136\u3002
\u6ce8\u610f\u770b\u2014\u2014\u6211\u53ea\u7ed9\u4e86\u4e00\u53e5\u8bdd\uff0cSenseNova U1 \u5c31\u81ea\u52a8\u642d\u51fa\u4e86\u5b8c\u6574\u7684\u6545\u4e8b\u6846\u67b6\u3002\u5b83\u9009\u4e86 4 \u4e2a\u5173\u952e\u753b\u9762\u505a\u56fe\u6587\u4ea4\u9519\u751f\u6210\uff0c\u6bcf\u4e2a\u753b\u9762\u90fd\u81ea\u52a8\u751f\u6210\u4e86\u5b8c\u6574\u7684\u751f\u56fe\u6307\u4ee4\uff0c\u5305\u62ec\u573a\u666f\u63cf\u8ff0\u3001\u89d2\u8272\u8bbe\u5b9a\u3001\u753b\u9762\u98ce\u683c\uff0c\u4e00\u53e3\u6c14\u641e\u5b9a\u3002

" }, { "author": { "url": "https://www.v2ex.com/member/tf2", "name": "tf2", "avatar": "https://cdn.v2ex.com/avatar/8553/adf9/10426_large.png?m=1688377906" }, "url": "https://www.v2ex.com/t/1219576", "title": "MIMO \u8fd9\u4e2a\u662f\u5199\u5f97\u771f\u597d\u3002\u91cc\u9762\u63d0\u5230 agent coding \u51e0\u4e4e\u6bcf\u4e2a\u75db\u70b9\u6211\u90fd\u9047\u5230\u8fc7", "id": "https://www.v2ex.com/t/1219576", "date_published": "2026-06-11T03:39:49+00:00", "content_html": "

https://mimo.xiaomi.com/zh/blog/mimo-code-long-horizon

\n

Max Mode \u53ea\u7ba1\u505a\u7684\u5bf9\u4e0d\u5bf9\uff0c\u4e0d\u7ba1\u505a\u6ca1\u505a\u5b8c\uff1b\u540e\u6765\u51fa\u73b0\u7684 /goal \u624d\u89e3\u51b3

\n

\u90e8\u5206\u6a21\u578b\uff08\u7279\u522b\u662f GPT 5.5 \u7cfb\u5217\uff09\u5728\u8f93\u51fa\u7ed3\u6784\u5316 JSON \u65f6\u683c\u5f0f\u9519\u8bef\u7387\u8f83\u9ad8

\n

Dynamic Workflow \u7684\u786e\u662f\u597d\u4e1c\u897f

\n

\u80fd\u5728\u6bcf\u4e00\u8f6e\u8fed\u4ee3\u8fdb\u884c\u603b\u7ed3\u7684\u8bb0\u5fc6\u7cfb\u7edf\uff0c\u6211\u73b0\u5728\u662f\u624b\u52a8\u6321\u6413\u8fd9\u4e2a\uff0c\u641e\u5f97\u5f88\u70e6\u8e81

\n

\u7ed9\u4e3b agent \u914d\u4e00\u4e2a\u52a9\u7406\u603b\u7ed3\u5f52\u7eb3\u9879\u76ee

\n

\u7b49\u7b49\u3002\u3002\u90fd\u662f\u6211\u60f3\u8981\u7684\u3002

\n" }, { "author": { "url": "https://www.v2ex.com/member/adaibee", "name": "adaibee", "avatar": "https://cdn.v2ex.com/avatar/ac56/fec3/61303_large.png?m=1781147912" }, "url": "https://www.v2ex.com/t/1219568", "title": "\u64b8\u4e86\u4e2a\u76d1\u63a7 Claude Code \u7684 Mac \u83dc\u5355\u680f\u5de5\u5177\uff0c\u4e0d\u9700\u8981\u4efb\u4f55\u51ed\u636e\uff0c\u5f00\u6e90\u4e86", "id": "https://www.v2ex.com/t/1219568", "date_published": "2026-06-11T03:21:21+00:00", "content_html": "

\u5728 X \u4e0a\u770b\u5230\u6709\u4eba\u6652\u4e86\u5f20\u83dc\u5355\u680f\u5de5\u5177\u7684\u622a\u56fe\uff0c\u624b\u75d2\uff0c\u8ba9 Claude Code \u7167\u7740\u64b8\u4e86\u4e00\u4e2a\uff08\u5bf9\uff0c\u7528 Claude Code \u5199\u76d1\u63a7 Claude Code \u7684\u5de5\u5177\uff09\uff0c\u987a\u624b\u5f00\u6e90\uff1a

\n

https://github.com/adaiguoguo/Oolong

\n

\"Oolong

\n

\u505a\u7684\u8fc7\u7a0b\u4e2d\u53d1\u73b0\u4e00\u4e2a\u6709\u610f\u601d\u7684\u4e8b\uff1a\u5e02\u9762\u4e0a\u7684\u540c\u7c7b\u5de5\u5177\uff08 ClaudeBar \u3001Claude-Usage-Tracker \u8fd9\u4e9b\uff09\u8981\u663e\u793a\u5b98\u65b9\u9650\u6d41\u767e\u5206\u6bd4\uff0c\u8981\u4e48\u8bfb\u4f60\u7684 OAuth token \u53bb\u8c03\u672a\u516c\u5f00\u63a5\u53e3\uff0c\u8981\u4e48\u8981\u4f60\u7684 claude.ai cookie \u3002\u6211\u672c\u6765\u4e5f\u6253\u7b97\u8fd9\u4e48\u5e72\uff0c\u7ed3\u679c\u53d1\u73b0 Claude Code \u81ea\u5df1\u5c31\u628a\u5b98\u65b9\u9650\u6d41\u6570\u636e\uff08 5h/7d \u7684 % used + \u91cd\u7f6e\u65f6\u95f4\u6233\uff09\u901a\u8fc7 stdin \u5582\u7ed9\u4e86 statusline \u811a\u672c\u2014\u2014\u5728 statusline \u91cc\u52a0\u4e00\u884c jq \u843d\u6210\u672c\u5730\u6587\u4ef6\u5c31\u884c\u3002\u96f6\u51ed\u636e\u3001\u96f6\u7f51\u7edc\u8bf7\u6c42\uff0c\u6570\u636e\u548c /usage \u547d\u4ee4\u5b8c\u5168\u4e00\u81f4\u3002

\n

\u529f\u80fd\uff1a

\n\n

\u5c40\u9650\u4e5f\u8bf4\u6e05\u695a\uff1a\u9650\u6d41 % \u53ea\u5728 Claude Code \u6d3b\u8dc3\u65f6\u5237\u65b0\uff08\u5012\u8ba1\u65f6\u4efb\u4f55\u65f6\u5019\u90fd\u51c6\uff09\uff1b\u53ea\u6709 arm64 \uff1b ad-hoc \u7b7e\u540d\uff0c\u9996\u6b21\u542f\u52a8\u8981\u8fc7\u4e00\u4e0b Gatekeeper \u3002

\n

README \u91cc\u653e\u4e86\u548c\u540c\u7c7b\u5de5\u5177\u7684\u8bda\u5b9e\u5bf9\u6bd4\u8868\u3002\u6b22\u8fce\u62cd\u7816\u3002

\n" }, { "author": { "url": "https://www.v2ex.com/member/aidevs", "name": "aidevs", "avatar": "https://cdn.v2ex.com/avatar/96e0/7156/7729_large.png?m=1780834873" }, "url": "https://www.v2ex.com/t/1219557", "title": "\u5de5\u4f5c\u5e94\u8be5\u627e\u90a3\u79cd\u590d\u5229\u6027\u6bd4\u8f83\u5f3a\u7684\u5de5\u4f5c", "id": "https://www.v2ex.com/t/1219557", "date_published": "2026-06-11T02:54:40+00:00", "content_html": "\u50cf\u7a0b\u5e8f\u5458\u7684\u5de5\u4f5c\uff0c\u5c31\u5f88\u5bb9\u6613\u590d\u5229
\u6bd4\u5982\u5165\u804c\u7b2c\u4e00\u5e74\uff0c\u4e1a\u52a1\u903b\u8f91\u7406\u89e3\u6e05\u695a\uff0c\u7136\u540e\u5c31\u628a\u6846\u67b6\u642d\u5efa\u597d\uff0c\u518d\u540e\u7eed\u5c31\u662f\u5728\u8fd9\u4e2a\u6846\u67b6\u4e0b\u6301\u7eed\u5f00\u53d1\uff0c\u4e00\u5e74\u6bd4\u4e00\u5e74\u8212\u670d\uff0c\u4e00\u5e74\u6bd4\u4e00\u5e74\u8f7b\u677e\uff0c\u540e\u7eed\u5f80\u524d\u770b\u81ea\u5df1\u7684\u6846\u67b6\u8bbe\u8ba1\uff0c\u90fd\u89c9\u5f97\u592a\u597d\u4e86\uff0c\u611f\u8c22\u81ea\u5df1\u7684\u524d\u77bb\u6027\u3002

\u6211\u5bb6\u4eba\u6bd4\u5982\u6211\u8001\u5a46\uff0c\u5979\u4ee5\u524d\u7684\u51e0\u4efd\u5de5\u4f5c\u5979\u90fd\u6ca1\u6709\u4e00\u4e2a\u590d\u5229\u7684\u601d\u7ef4\uff0c\u6bd4\u5982\u5979\u505a\u8fc7\u4f1a\u8ba1\uff0c\u505a\u8fc7\u730e\u5934\uff0c
\u4f46\u662f\u8fd9\u79cd\u5de5\u4f5c\uff0c\u5c31\u6ca1\u6709\u590d\u5229\u6027\uff0c\u4f1a\u8ba1\u6bcf\u5929\u90fd\u662f\u5927\u91cf\u7684\u8d22\u52a1\u62a5\u8868\u8981\u8ba1\u7b97\uff0c\u8981\u5904\u7406
\u730e\u5934\u62db\u8058\u5230\u4e00\u4e2a\u4eba\u540e\uff0c\u540e\u7eed\u8fd8\u8981\u7ee7\u7eed\u62db\u4eba\uff0c\u8fd9\u79cd\u5de5\u4f5c\u6211\u5224\u65ad\u65e0\u590d\u5229\u7684\u5de5\u4f5c\u3002\u5f53\u7136\u7ecf\u9a8c\u53ef\u80fd\u4f1a\u589e\u52a0\u4e00\u4e9b\u3002

\u6211\u7684\u5efa\u8bae\u662f\uff0c\u5e94\u8be5\u505a\u90a3\u79cd\u6bd4\u5982\u5ba2\u6237\u8ddf\u5355\uff0c\u6216\u8005\u8fd0\u8425\uff0c\u6216\u8005\u7ba1\u7406\uff0c\u800c\u4e0d\u8981\u505a\u65e0\u590d\u5229\u7684\u5de5\u4f5c\u3002
\u8fd9\u6837\u81ea\u5df1\u7684\u4e00\u751f\u624d\u80fd\u8d8a\u6765\u8d8a\u5e78\u8fd0\uff0c\u8d8a\u6765\u8d8a\u5e78\u798f\u3002" }, { "author": { "url": "https://www.v2ex.com/member/cryptoboy", "name": "cryptoboy", "avatar": "https://cdn.v2ex.com/avatar/2b59/bee8/370644_large.png?m=1781085321" }, "url": "https://www.v2ex.com/t/1219552", "title": "MiMo-Code \u5f00\u6e90\u53d1\u5e03\uff0c\u7f1d\u5408\u4e86 opencode + openclaw\uff08MiMo Auto\uff08\u9650\u65f6\u514d\u8d39\uff09 \u2014 \u533f\u540d\u901a\u9053\uff0c\u96f6\u914d\u7f6e", "id": "https://www.v2ex.com/t/1219552", "date_published": "2026-06-11T02:42:47+00:00", "content_html": "https://github.com/XiaomiMiMo/MiMo-Code

\u4e00\u952e\u5b89\u88c5
curl -fsSL https://mimo.xiaomi.com/install | bash

# \u6216\u901a\u8fc7 npm \u5b89\u88c5
npm install -g @mimo-ai/cli
\u9996\u6b21\u542f\u52a8\u81ea\u52a8\u5f15\u5bfc\u914d\u7f6e\u3002\u652f\u6301\uff1a

MiMo Auto \uff08\u9650\u65f6\u514d\u8d39\uff09 \u2014 \u533f\u540d\u901a\u9053\uff0c\u96f6\u914d\u7f6e
\u5c0f\u7c73 MiMo \u5e73\u53f0 \u2014 OAuth \u767b\u5f55
\u4ece Claude Code \u5bfc\u5165 \u2014 \u4e00\u952e\u8fc1\u79fb\u5df2\u6709\u8ba4\u8bc1
\u81ea\u5b9a\u4e49 Provider \u2014 TUI \u5185\u6dfb\u52a0\u4efb\u610f OpenAI \u517c\u5bb9 API

MiMoCode \u57fa\u4e8e OpenCode fork \u6784\u5efa\uff0c\u4fdd\u7559\u5176\u5168\u90e8\u6838\u5fc3\u80fd\u529b\uff08\u591a Provider \u3001TUI \u3001LSP \u3001MCP \u3001\u63d2\u4ef6\uff09\uff0c\u5e76\u5728\u6b64\u57fa\u7840\u4e0a\u6784\u5efa\u4e86\u6301\u4e45\u5316\u8bb0\u5fc6\u3001\u667a\u80fd\u4e0a\u4e0b\u6587\u7ba1\u7406\u3001\u5b50\u667a\u80fd\u4f53\u7f16\u6392\u3001\u76ee\u6807\u9a71\u52a8\u7684\u81ea\u4e3b\u5faa\u73af\u3001Compose \u5de5\u4f5c\u6d41\uff0c\u4ee5\u53ca\u901a\u8fc7 dream/distill \u5b9e\u73b0\u7684\u81ea\u6211\u8fdb\u5316\u3002" }, { "author": { "url": "https://www.v2ex.com/member/cx99", "name": "cx99", "avatar": "https://cdn.v2ex.com/avatar/4667/6f02/511810_large.png?m=1682068266" }, "url": "https://www.v2ex.com/t/1219519", "title": "\u82b1\u4e91 gg \u4e86\uff1f", "id": "https://www.v2ex.com/t/1219519", "date_published": "2026-06-11T01:29:14+00:00", "content_html": "" }, { "author": { "url": "https://www.v2ex.com/member/cryptoboy", "name": "cryptoboy", "avatar": "https://cdn.v2ex.com/avatar/2b59/bee8/370644_large.png?m=1781085321" }, "url": "https://www.v2ex.com/t/1219505", "title": "\u514d\u8d39\u9886\u53d6\u65e0\u9650\u671f\u6cd5\u5170\u897f\u4e8c\u7ea7\u57df\u540d\u4e24\u4e2a", "id": "https://www.v2ex.com/t/1219505", "date_published": "2026-06-11T01:06:28+00:00", "content_html": "kdns.fr \u514d\u8d39\u57df\u540d\u548c\u5bb9\u5668\u6ce8\u518c\u5730\u5740\uff1a https://dashboard.katabump.com
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Youtube:
&t=54s" }, { "author": { "url": "https://www.v2ex.com/member/timeance", "name": "timeance", "avatar": "https://cdn.v2ex.com/avatar/0176/c2d2/242535_large.png?m=1672493487" }, "url": "https://www.v2ex.com/t/1219486", "title": "\u5c0f\u7c73\u53c8\u6574\u4e86\u4e2a code \u5de5\u5177... \u5728 github \u5f00\u6e90\u5e76\u5185\u7f6e\u514d\u8d39 mimo \u6a21\u578b", "id": "https://www.v2ex.com/t/1219486", "date_published": "2026-06-10T18:25:17+00:00", "content_html": "

https://github.com/XiaomiMiMo/MiMo-Code

\n

\u57fa\u4e8e opencode \u5f00\u53d1\u7684\uff0c\u7761\u524d\u521a\u5237\u5230 \u8bd5\u4e86\u4e00\u4e0b\u754c\u9762\u8fd8\u884c... \u5c31\u662f\u4e0d\u77e5\u9053\u6c34\u5e73\u5982\u4f55

\n" }, { "author": { "url": "https://www.v2ex.com/member/hazellin549", "name": "hazellin549", "avatar": "https://cdn.v2ex.com/gravatar/5147ec8bda9ad8328c69a9ca8fa55eb1?s=73&d=retro" }, "url": "https://www.v2ex.com/t/1219463", "title": "[\u8bb0\u5f55\u8d34] \u601d\u8003\u72ec\u7acb\u5f00\u53d1\u8005\u8981\u600e\u4e48\u653e\u5927 AI \u4ea7\u51fa", "id": "https://www.v2ex.com/t/1219463", "date_published": "2026-06-10T13:23:01+00:00", "content_html": "

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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" }, { "author": { "url": "https://www.v2ex.com/member/cryptoboy", "name": "cryptoboy", "avatar": "https://cdn.v2ex.com/avatar/2b59/bee8/370644_large.png?m=1781085321" }, "url": "https://www.v2ex.com/t/1219427", "title": "\u56fd\u5185\u7528\u6237\u901a\u8fc7 CC Switch \u7ed5\u8fc7 Claude Code \u548c Codex \u767b\u5f55\u548c\u9002\u914d\u96be\u9898\uff0c\u5b9e\u73b0\u5de5\u5177\u7684\u4f7f\u7528", "id": "https://www.v2ex.com/t/1219427", "date_published": "2026-06-10T09:48:58+00:00", "content_html": "

https://x.com/yupi996/status/2064228879657844816

\n

\u7a0b\u5e8f\u5458\u9c7c\u76ae\u53d1\u5e03\u7684\u4fdd\u59c6\u7ea7\u6559\u7a0b\u89c6\u9891\uff0c\u6559\u56fd\u5185\u7528\u6237\u901a\u8fc7\u514d\u8d39\u5f00\u6e90\u5de5\u5177 CC Switch \u5feb\u901f\u914d\u7f6e Claude Code \u548c Codex \uff0c\u5b9e\u73b0\u65e0\u9700\u56fd\u5916\u8d26\u53f7\u5373\u53ef\u4f7f\u7528 AI \u7f16\u7a0b\u52a9\u624b\u3002\nCC Switch \u652f\u6301\u53ef\u89c6\u5316\u7ba1\u7406\u6a21\u578b\u4f9b\u5e94\u5546\u3001\u6dfb\u52a0 DeepSeek \u7b49\u56fd\u5185 API \u3001\u672c\u5730\u8def\u7531\u8f6c\u6362\u8bf7\u6c42\u683c\u5f0f\uff0c\u89e3\u51b3\u767b\u5f55\u548c\u9002\u914d\u96be\u9898\uff0c\u8282\u7701\u8ba2\u9605\u8d39\u7528\u3002

\n" }, { "author": { "url": "https://www.v2ex.com/member/v1", "name": "v1", "avatar": "https://cdn.v2ex.com/avatar/7eac/ff4c/655410_large.png?m=1758386660" }, "url": "https://www.v2ex.com/t/1219423", "title": "\u8b66\u60d5\u623f\u4ea7\u8bc8\u9a97\uff0c\u7279\u5927\u56e2\u4f19\u623f\u4ea7\u4ea4\u6613\u8bc8\u9a97\u6848", "id": "https://www.v2ex.com/t/1219423", "date_published": "2026-06-10T09:30:40+00:00", "content_html": "\u524d\u63d0\u56de\u987e\uff1a@qqbb https://v2ex.com/t/1212035

\u300a\u6708\u85aa 3000 \u5143\u5c0f\u4f19\u7b7e\u4e0b 1850 \u4e07\u8d2d\u623f\u5408\u540c\uff0c\u623f\u4e1c\u3001\u4e2d\u4ecb\u7a81\u7136\u62a5\u8b66\u79f0\u4e70\u65b9\u4ea4\u6613\u8fdd\u89c4\uff0c\u8b66\u65b9\u8c03\u67e5\u540e\u63ea\u51fa\u80cc\u540e\u8bc8\u9a97\u56e2\u4f19\uff0c13 \u4eba\u88ab\u902e\u6355\u300b\uff1a https://mp.weixin.qq.com/s/22bl00N2B5tJqfMDXlGCvg

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\u6765\u6e90

\n

https://github.com/ProxymanApp/TCPViewer

\n

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\n

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\n", "date_published": "2026-06-10T08:45:02+00:00", "title": "macOS \u6293\u5305\u795e\u5668\uff1a\u6bd4 Wireshark \u66f4\u6e05\u723d\u6613\u7528\u7684\u66ff\u4ee3\u65b9\u6848", "id": "https://www.v2ex.com/t/1219412" }, { "author": { "url": "https://www.v2ex.com/member/windorz", "name": "windorz", "avatar": "https://cdn.v2ex.com/avatar/9952/029f/629257_large.png?m=1684229742" }, "url": "https://www.v2ex.com/t/1219396", "date_modified": "2026-06-10T07:47:28+00:00", "content_html": "

https://open.lkcoffee.com/cli
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\n", "date_published": "2026-06-10T07:46:06+00:00", "title": "\u745e\u5e78 CLI \u670d\u52a1", "id": "https://www.v2ex.com/t/1219396" }, { "author": { "url": "https://www.v2ex.com/member/jogila", "name": "jogila", "avatar": "https://cdn.v2ex.com/avatar/2f0a/9c52/85371_large.png?m=1770616640" }, "url": "https://www.v2ex.com/t/1219347", "title": "Fable 5 \u6d88\u8017\u5b9e\u5728\u592a\u5feb\u4e86", "id": "https://www.v2ex.com/t/1219347", "date_published": "2026-06-10T05:06:48+00:00", "content_html": "

Claude Pro \u8dd1\u4e86 1 \u4e2a\u5c0f\u65f6\uff0c\u521a\u8dd1\u51e0\u4e2a\u4efb\u52a1\uff0c\u5c31\u628a\u9650\u989d\u7528\u6ca1\u4e86\n\u6211\u751a\u81f3\u8fd8\u6ca1\u6709\u611f\u53d7\u5230\u8fd9\u4e2a\u6a21\u578b\u5230\u5e95\u597d\u4e0d\u597d\u7528\uff01\uff01

\n

\u662f\u4e0d\u662f\u6211\u7528\u7684\u65b9\u5f0f\u4e0d\u5bf9\u554a\uff01\uff01

\n" }, { "author": { "url": "https://www.v2ex.com/member/ronman", "name": "ronman", "avatar": "https://cdn.v2ex.com/avatar/a0bc/c259/227469_large.png?m=1764777062" }, "url": "https://www.v2ex.com/t/1219333", "title": "\u571f\u533a chatgpt plus \u6da8\u4ef7\u4e86", "id": "https://www.v2ex.com/t/1219333", "date_published": "2026-06-10T04:26:23+00:00", "content_html": "ChatGPT Plus \u571f\u533a google play \u6da8\u4ef7\u81f3 999.99try (147r)

Apple \u8fd8\u6709\u5417\uff1f" }, { "author": { "url": "https://www.v2ex.com/member/game115", "name": "game115", "avatar": "https://cdn.v2ex.com/avatar/e350/26a2/19012_large.png?m=1781062825" }, "url": "https://www.v2ex.com/t/1219318", "title": "\u5982\u4f55\u8ba9 OpenClaw \u81ea\u52a8\u8ffd\u8e2a AI \u524d\u6cbf\u8bba\u6587\u548c GitHub Trending", "id": "https://www.v2ex.com/t/1219318", "date_published": "2026-06-10T03:39:32+00:00", "content_html": "

\u6700\u8fd1\u6211\u7ed9\u81ea\u5df1\u642d\u4e86\u4e00\u5957\u81ea\u52a8\u5316\u6d41\u7a0b\uff1a\u6bcf\u5929\u8ffd\u8e2a AI / CS \u65b9\u5411\u7684\u65b0\u8bba\u6587\u548c GitHub Trending \u70ed\u95e8\u9879\u76ee\uff0c\u7136\u540e\u81ea\u52a8\u7b5b\u9009\u3001\u6574\u7406\u3001\u751f\u6210\u4e2d\u6587\u6458\u8981\uff0c\u6700\u540e\u6c89\u6dc0\u6210\u65e5\u62a5\u3002

\n

\u8fd9\u5957\u7cfb\u7edf\u7684\u76ee\u6807\u5f88\u7b80\u5355\uff1a

\n
\n

\u4e0d\u518d\u9760\u624b\u52a8\u5237 arXiv \u3001GitHub Trending \u3001Twitter/X \u548c\u5404\u79cd\u7fa4\u6d88\u606f\u6765\u8ffd\u524d\u6cbf\uff0c\u800c\u662f\u8ba9 AI Agent \u6bcf\u5929\u5e2e\u6211\u5b8c\u6210\u7b2c\u4e00\u8f6e\u4fe1\u606f\u7b5b\u9009\u3002

\n
\n

\u6211\u7528\u7684\u662f OpenClaw \uff0c\u4e3b\u8981\u8ba9\u5b83\u627f\u62c5\u4e09\u4ef6\u4e8b\uff1a

\n
    \n
  1. \u5b9a\u65f6\u6293\u53d6 arXiv \u6700\u65b0\u8bba\u6587\u548c GitHub \u70ed\u95e8\u9879\u76ee\uff1b
    2. \n
  2. \u6309\u4e3b\u9898\u3001\u8d28\u91cf\u548c\u5de5\u7a0b\u4ef7\u503c\u505a\u8fc7\u6ee4\uff1b
    3. \n
  3. \u81ea\u52a8\u751f\u6210\u4e2d\u6587\u6458\u8981\u3001\u6df1\u5ea6\u89e3\u8bfb\u548c\u6bcf\u65e5\u5f52\u6863\u3002
    4. \n
\n

\u8fd9\u7bc7\u6587\u7ae0\u7b80\u5355\u5206\u4eab\u4e00\u4e0b\u7cfb\u7edf\u662f\u600e\u4e48\u642d\u7684\uff0c\u4ee5\u53ca\u76ee\u524d\u8e29\u5230\u7684\u4e00\u4e9b\u5751\u3002

\n
\n

1. \u4e3a\u4ec0\u4e48\u8981\u505a\u8fd9\u5957\u4e1c\u897f\uff1f

\n

\u5982\u679c\u4f60\u5173\u6ce8 AI \u5de5\u7a0b\u5316\uff0c\u4fe1\u606f\u6e90\u4f1a\u975e\u5e38\u788e\uff1a

\n\n

\u624b\u52a8\u8ffd\u8e2a\u7684\u95ee\u9898\u662f\uff1a

\n\n

\u6240\u4ee5\u6211\u60f3\u505a\u4e00\u4e2a\u81ea\u52a8\u5316\u7cfb\u7edf\uff0c\u5148\u8ba9 Agent \u5e2e\u6211\u505a\u201c\u7b2c\u4e00\u8f6e\u7c97\u7b5b\u201d\uff0c\u628a\u5019\u9009\u8bba\u6587\u548c\u9879\u76ee\u6574\u7406\u51fa\u6765\uff0c\u518d\u5bf9\u5176\u4e2d\u9ad8\u4ef7\u503c\u5185\u5bb9\u505a\u4e2d\u6587\u7cbe\u8bfb\u3002

\n
\n

2. \u6574\u4f53\u67b6\u6784

\n

\u76ee\u524d\u6d41\u7a0b\u5927\u6982\u662f\u8fd9\u6837\uff1a

\n
\u5b9a\u65f6\u4efb\u52a1 / Cron\n   \u2193\n\u6570\u636e\u6e90\u6293\u53d6\n   \u251c\u2500\u2500 arXiv API\n   \u251c\u2500\u2500 GitHub Trending / GitHub API\n   \u2514\u2500\u2500 \u5176\u4ed6\u516c\u5f00\u4fe1\u606f\u6e90\n   \u2193\n\u5019\u9009\u6c60\u5165\u5e93\n   \u2193\n\u89c4\u5219\u8fc7\u6ee4 + \u53bb\u91cd\n   \u2193\nAgent \u7cbe\u8bfb / \u6458\u8981\u751f\u6210\n   \u2193\nMarkdown / JSON / SQLite \u5f52\u6863\n   \u2193\n\u516c\u4f17\u53f7\u8349\u7a3f / GitHub \u65e5\u62a5 / \u540e\u7eed\u5206\u53d1\n
\n

\u6838\u5fc3\u4e0d\u662f\u201c\u6293\u53d6\u201d\uff0c\u6293\u53d6\u5176\u5b9e\u4e0d\u96be\u3002\u771f\u6b63\u9ebb\u70e6\u7684\u662f\uff1a

\n\n
\n

3. \u8bba\u6587\u90e8\u5206\uff1a\u4ece arXiv \u5019\u9009\u5230\u4e2d\u6587\u7cbe\u8bfb

\n

\u8bba\u6587\u4fa7\u4e3b\u8981\u5173\u6ce8\u8fd9\u4e9b\u65b9\u5411\uff1a

\n\n

\u6570\u636e\u6e90\u4e3b\u8981\u662f arXiv API \uff0c\u4f8b\u5982\uff1a

\n\n

\u6bcf\u7bc7\u8bba\u6587\u8fdb\u5165\u5019\u9009\u6c60\u540e\uff0c\u4f1a\u5148\u505a\u57fa\u7840\u89e3\u6790\uff1a

\n\n

\u7136\u540e\u505a\u51e0\u5c42\u8fc7\u6ee4\uff1a

\n
    \n
  1. \u4e3b\u9898\u76f8\u5173\u6027\uff1a\u662f\u5426\u548c AI \u5de5\u7a0b\u5316\u3001RAG \u3001\u641c\u7d22\u3001Agent \u7b49\u65b9\u5411\u6709\u5173\uff1b
    2. \n
  2. \u65b0\u9c9c\u5ea6\uff1a\u4f18\u5148\u6700\u8fd1 1 \u4e2a\u6708\uff0c\u8d8a\u65b0\u8d8a\u4f18\u5148\uff1b
    3. \n
  3. \u673a\u6784/\u4f5c\u8005\u53ef\u4fe1\u5ea6\uff1a\u9876\u7ea7\u5b9e\u9a8c\u5ba4\u3001\u5927\u5382\u3001\u77e5\u540d\u9ad8\u6821\u4f1a\u52a0\u6743\uff0c\u4f46\u4e0d\u7edd\u5bf9\u8ff7\u4fe1\uff1b
    4. \n
  4. \u5de5\u7a0b\u4ef7\u503c\uff1a\u6709\u6ca1\u6709\u65b9\u6cd5\u3001\u6846\u67b6\u3001\u8bc4\u6d4b\u6216\u5b9e\u8df5\u542f\u53d1\uff1b
    5. \n
  5. \u91cd\u590d\u5ea6\uff1a\u662f\u5426\u548c\u4e4b\u524d\u5df2\u7ecf\u5199\u8fc7\u7684\u4e3b\u9898\u8fc7\u4e8e\u63a5\u8fd1\u3002
    6. \n
\n

\u901a\u8fc7\u8fc7\u6ee4\u540e\uff0cAgent \u4f1a\u8bfb\u53d6\u8bba\u6587\u6458\u8981\u3001PDF \u6216 HTML \u7248\u672c\uff0c\u751f\u6210\u7ed3\u6784\u5316\u4ea7\u7269\uff1a

\n
paper_slot/\n  deep_read_article.md\n  deep_read_meta.json\n  sources.md\n  evidence-notes.md\n  seo-title.json\n
\n

\u6211\u6bd4\u8f83\u770b\u91cd sources.md \u548c evidence-notes.md\uff0c\u56e0\u4e3a AI \u5199\u8bba\u6587\u89e3\u8bfb\u5f88\u5bb9\u6613\u201c\u770b\u6807\u9898\u53d1\u6325\u201d\u3002\u6240\u4ee5\u6bcf\u7bc7\u6587\u7ae0\u90fd\u9700\u8981\u4fdd\u7559\u6765\u6e90\u3001\u8bc1\u636e\u548c\u4e0d\u786e\u5b9a\u70b9\u3002

\n
\n

4. GitHub \u90e8\u5206\uff1a\u4e0d\u53ea\u770b Star \uff0c\u66f4\u770b\u5de5\u7a0b\u4ef7\u503c

\n

GitHub Trending \u7684\u566a\u58f0\u975e\u5e38\u5927\u3002

\n

\u6709\u4e9b\u9879\u76ee\u4e00\u5929\u51e0\u5343 Star \uff0c\u4f46\u53ef\u80fd\u53ea\u662f\uff1a

\n\n

\u6240\u4ee5\u6211\u6ca1\u6709\u53ea\u6309 Star \u6392\u5e8f\uff0c\u800c\u662f\u505a\u4e86\u51e0\u4e2a\u7ef4\u5ea6\uff1a

\n\n

\u4e00\u4e2a\u9879\u76ee\u8fdb\u5165\u7cbe\u8bfb\u6d41\u7a0b\u524d\uff0c\u81f3\u5c11\u8981\u68c0\u67e5\uff1a

\n
repo_slot/\n  repo-evidence.json\n  readme.md\n  key-files.md\n  sources.md\n  deep_read_article.md\n  seo-title.json\n
\n

\u6211\u5e0c\u671b\u6700\u540e\u751f\u6210\u7684\u4e0d\u662f\u201c\u8fd9\u4e2a\u9879\u76ee\u5f88\u5389\u5bb3\uff0c\u5927\u5bb6\u5feb\u53bb\u770b\u201d\u7684\u8425\u9500\u6587\uff0c\u800c\u662f\u80fd\u56de\u7b54\u51e0\u4e2a\u95ee\u9898\uff1a

\n
    \n
  1. \u5b83\u89e3\u51b3\u4e86\u4ec0\u4e48\u95ee\u9898\uff1f
    2. \n
  2. \u5b83\u548c\u5df2\u6709\u65b9\u6848\u76f8\u6bd4\u6709\u4ec0\u4e48\u4e0d\u540c\uff1f
    3. \n
  3. \u5b83\u7684\u67b6\u6784\u6216\u5b9e\u73b0\u6709\u4ec0\u4e48\u53ef\u590d\u7528\u70b9\uff1f
    4. \n
  4. \u5b83\u73b0\u5728\u6210\u719f\u5417\uff1f\u9002\u4e0d\u9002\u5408\u751f\u4ea7\u4f7f\u7528\uff1f
    5. \n
  5. \u5982\u679c\u6211\u8981\u8bd5\u7528\uff0c\u7b2c\u4e00\u6b65\u5e94\u8be5\u770b\u54ea\u91cc\uff1f
    6. \n
\n
\n

5. \u4e3a\u4ec0\u4e48\u7528 OpenClaw \uff1f

\n

\u6211\u9700\u8981\u7684\u4e0d\u662f\u5355\u6b21 ChatGPT \u95ee\u7b54\uff0c\u800c\u662f\u4e00\u4e2a\u80fd\u957f\u671f\u8fd0\u884c\u7684\u4e2a\u4eba\u81ea\u52a8\u5316 Agent \u3002

\n

OpenClaw \u5bf9\u6211\u6bd4\u8f83\u6709\u7528\u7684\u70b9\uff1a

\n\n

\u6362\u53e5\u8bdd\u8bf4\uff0c\u5b83\u66f4\u50cf\u4e00\u4e2a\u201c\u80fd\u5e72\u6d3b\u7684\u4e2a\u4eba\u81ea\u52a8\u5316\u5de5\u4f5c\u53f0\u201d\uff0c\u800c\u4e0d\u662f\u53ea\u4f1a\u804a\u5929\u7684\u6a21\u578b\u3002

\n

\u5f53\u7136\uff0c\u6700\u91cd\u8981\u7684\u662f\uff1a\u6240\u6709\u81ea\u52a8\u751f\u6210\u5185\u5bb9\u90fd\u8981\u6709\u68c0\u67e5\u95e8\u7981\u3002\u6bd4\u5982\uff1a

\n\n
\n

6. \u76ee\u524d\u7684\u6bcf\u65e5\u8f93\u51fa

\n

\u73b0\u5728\u6211\u7684\u76ee\u6807\u662f\u6bcf\u5929\u4ea7\u51fa\u4e24\u7c7b\u5185\u5bb9\uff1a

\n
    \n
  1. \u8bba\u6587\u7cbe\u8bfb\uff1a\u504f\u7814\u7a76\u65b9\u6cd5\u3001\u6280\u672f\u8def\u7ebf\u3001\u8bc4\u6d4b\u548c\u542f\u53d1\uff1b
    2. \n
  2. GitHub \u9879\u76ee\u7cbe\u8bfb\uff1a\u504f\u67b6\u6784\u3001\u4ee3\u7801\u3001\u5de5\u7a0b\u4ef7\u503c\u548c\u53ef\u843d\u5730\u6027\u3002
    3. \n
\n

\u6bcf\u65e5\u5185\u5bb9\u4f1a\u5148\u8fdb\u5165\u672c\u5730\u5f52\u6863\uff0c\u518d\u8fdb\u5165\u516c\u4f17\u53f7\u8349\u7a3f\u7bb1\uff0c\u6700\u540e\u4eba\u5de5\u68c0\u67e5\u540e\u53d1\u5e03\u3002

\n

\u6211\u4e5f\u51c6\u5907\u628a\u5176\u4e2d\u4e00\u90e8\u5206\u516c\u5f00\u6210 GitHub \u4ed3\u5e93\uff0c\u4f5c\u4e3a\u6bcf\u65e5 AI \u8bba\u6587\u548c GitHub Trending \u7684\u4e2d\u6587\u7d22\u5f15\uff1a

\n\n

\u5b8c\u6574\u7248\u7684\u6df1\u5ea6\u89e3\u8bfb\u4f1a\u7ee7\u7eed\u653e\u5728\u516c\u4f17\u53f7\u91cc\u3002

\n
\n

7. \u8e29\u8fc7\u7684\u4e00\u4e9b\u5751

\n

7.1 \u4e0d\u8981\u53ea\u8ffd\u70ed\u70b9

\n

GitHub Trending \u5f88\u5bb9\u6613\u8ba9\u4eba\u88ab\u77ed\u671f Star \u7275\u7740\u8d70\u3002\u540e\u6765\u6211\u52a0\u4e86\u201c\u5de5\u7a0b\u4ef7\u503c\u201d\u548c\u201c\u4e3b\u9898\u76f8\u5173\u6027\u201d\u7684\u8fc7\u6ee4\uff0c\u5426\u5219\u65e5\u62a5\u4f1a\u53d8\u6210\u9879\u76ee\u642c\u8fd0\u3002

\n

7.2 AI \u5f88\u5bb9\u6613\u628a\u6458\u8981\u5199\u6210\u9e21\u6c64

\n

\u5982\u679c prompt \u4e0d\u7ea6\u675f\uff0c\u8bba\u6587\u89e3\u8bfb\u5f88\u5bb9\u6613\u53d8\u6210\uff1a

\n
\n

\u672c\u6587\u63d0\u51fa\u4e86\u4e00\u79cd\u521b\u65b0\u65b9\u6cd5\uff0c\u663e\u8457\u63d0\u5347\u4e86\u6027\u80fd\uff0c\u5177\u6709\u91cd\u8981\u610f\u4e49\u3002

\n
\n

\u8fd9\u79cd\u8bdd\u57fa\u672c\u6ca1\u4fe1\u606f\u91cf\u3002

\n

\u6240\u4ee5\u6211\u73b0\u5728\u8981\u6c42\u6bcf\u7bc7\u90fd\u5fc5\u987b\u56de\u7b54\uff1a

\n\n

7.3 \u9700\u8981\u4fdd\u7559\u8bc1\u636e\u6587\u4ef6

\n

\u81ea\u52a8\u5316\u5199\u4f5c\u6700\u6015\u201c\u770b\u8d77\u6765\u5f88\u5b8c\u6574\uff0c\u4f46\u6765\u6e90\u4e0d\u53ef\u67e5\u201d\u3002

\n

\u6240\u4ee5\u6bcf\u4e2a slot \u90fd\u4f1a\u4fdd\u7559\u6765\u6e90\u6587\u4ef6\uff0c\u4f8b\u5982\uff1a

\n\n

\u8fd9\u6837\u540e\u9762\u51fa\u4e86\u95ee\u9898\u53ef\u4ee5\u56de\u6eaf\u3002

\n

7.4 \u516c\u4f17\u53f7\u4e0d\u662f\u7ec8\u70b9\uff0c\u5f52\u6863\u548c\u5206\u53d1\u66f4\u91cd\u8981

\n

\u5982\u679c\u5185\u5bb9\u53ea\u5b58\u5728\u516c\u4f17\u53f7\u91cc\uff0c\u540e\u7eed\u641c\u7d22\u548c\u590d\u7528\u90fd\u4e0d\u65b9\u4fbf\u3002

\n

\u6240\u4ee5\u6211\u4f1a\u540c\u65f6\u4fdd\u7559\uff1a

\n\n
\n

8. \u540e\u7eed\u8ba1\u5212

\n

\u63a5\u4e0b\u6765\u6211\u60f3\u7ee7\u7eed\u505a\u51e0\u4ef6\u4e8b\uff1a

\n\n

\u5982\u679c\u4f60\u4e5f\u5728\u505a\u7c7b\u4f3c\u7684\u8bba\u6587\u8ffd\u8e2a\u3001GitHub Trending \u7b5b\u9009\u3001AI \u6280\u672f\u65e5\u62a5\uff0c\u6b22\u8fce\u4ea4\u6d41\u3002

\n

\u6211\u4f1a\u628a\u5b8c\u6574\u7684\u4e2d\u6587\u7cbe\u8bfb\u548c\u6bcf\u65e5\u7b5b\u9009\u7ed3\u679c\u653e\u5728\u516c\u4f17\u53f7\u300c AltenAI \u89c2\u5bdf\u300d\u3002

\n

\u6700\u540e\u653e\u4e00\u53e5\u8f6f\u5e7f\uff1a\u5982\u679c\u4f60\u5173\u5fc3 RAG \u3001\u641c\u7d22\u3001Agent \u3001API \u63a5\u5165\u548c\u5927\u6a21\u578b\u5de5\u7a0b\u5316\u843d\u5730\uff0c\u53ef\u4ee5\u5173\u6ce8\u4e00\u4e0b\u300c AltenAI \u89c2\u5bdf\u300d\u3002\u6211\u4f1a\u6301\u7eed\u628a\u6bcf\u5929\u7b5b\u51fa\u6765\u7684\u8bba\u6587\u548c\u9879\u76ee\u505a\u6210\u4e2d\u6587\u6458\u8981\u548c\u5de5\u7a0b\u89e3\u8bfb\u3002

\n

\u4e5f\u628a\u6587\u7ae0\u653e\u5728\u4e86 github\uff1a https://github.com/AltenLi/daily-paper-github-trends

\n" }, { "author": { "url": "https://www.v2ex.com/member/gnn707288044", "name": "gnn707288044", "avatar": "https://cdn.v2ex.com/gravatar/6b2f29e8156a4726dce5e9129c275d9a?s=73&d=retro" }, "url": "https://www.v2ex.com/t/1219300", "title": "[\u5206\u4eab\u53d1\u73b0] \u6574\u7406\u4e86\u4e00\u4efd WPS Office \u6548\u7387\u63d0\u5347\u6280\u5de7\uff0c\u5f00\u53d1\u8005\u548c\u529e\u516c\u515a\u90fd\u7528\u5f97\u4e0a", "id": "https://www.v2ex.com/t/1219300", "date_published": "2026-06-10T03:16:26+00:00", "content_html": "

\u4e4b\u524d\u4e00\u76f4\u7528 Microsoft Office \uff0c\u4eca\u5e74\u516c\u53f8\u8981\u6c42\u7edf\u4e00\u8f6c WPS \u3002\u521a\u5f00\u59cb\u5f88\u6297\u62d2\uff0c\u7528\u4e86\u5927\u534a\u5e74\u53d1\u73b0\u6709\u4e9b\u529f\u80fd\u786e\u5b9e\u6bd4 Office \u987a\u624b\u2014\u2014\u524d\u63d0\u662f\u4f60\u77e5\u9053\u600e\u4e48\u8bbe\u7f6e\u3002

\n

\u6574\u7406\u4e86\u4e00\u4e9b\u5b9e\u9645\u7528\u4e86\u4e4b\u540e\u89c9\u5f97\u6709\u7528\u7684\u6280\u5de7\uff1a

\n

1. WPS \u5feb\u6377\u952e\u5176\u5b9e\u53ef\u4ee5\u81ea\u5df1\u6539

\n

\u9ed8\u8ba4\u5feb\u6377\u952e\u548c Office \u4e0d\u4e00\u6837\uff0c\u8fd9\u662f\u529d\u9000\u6700\u591a\u7684\u70b9\u3002WPS \u652f\u6301\u81ea\u5b9a\u4e49\u5feb\u6377\u952e\uff0c\u5728\u300c\u6587\u4ef6 \u2192 \u9009\u9879 \u2192 \u81ea\u5b9a\u4e49\u5feb\u6377\u952e\u300d\u91cc\u80fd\u6539\u56de Office \u90a3\u4e00\u5957\u3002\u6539\u5b8c\u5e38\u7528\u7684 Ctrl+D\uff08\u586b\u5145\uff09\u3001Ctrl+Shift+L\uff08\u7b5b\u9009\uff09\u5c31\u80fd\u65e0\u7f1d\u5207\u6362\u3002\u8be6\u7ec6\u53ef\u4ee5\u770b WPS \u5feb\u6377\u952e\u8bbe\u7f6e\u6307\u5357\u3002

\n

2. VLOOKUP \u5728 WPS \u91cc\u548c Excel \u4e00\u6a21\u4e00\u6837

\n

\u6700\u5927\u7684\u7591\u8651\u662f\u51fd\u6570\u517c\u5bb9\u6027\u3002\u5b9e\u6d4b\u4e0b\u6765\uff0cVLOOKUP \u3001XLOOKUP \u3001SUMIFS \u8fd9\u4e9b\u5e38\u7528\u7684\u90fd\u6ca1\u95ee\u9898\u3002WPS \u5bf9\u6240\u6709 Excel \u51fd\u6570\u7684\u517c\u5bb9\u6027\u5728 99%\u4ee5\u4e0a\u3002\u552f\u4e00\u8e29\u8fc7\u7684\u5751\uff1aWPS \u8868\u683c\u9ed8\u8ba4\u4e0d\u81ea\u52a8\u8ba1\u7b97\uff0c\u516c\u5f0f\u5199\u8fdb\u53bb\u7ed3\u679c\u4e0d\u66f4\u65b0\u8981\u53bb\u300c\u516c\u5f0f \u2192 \u8ba1\u7b97\u9009\u9879\u300d\u6539\u6210\u81ea\u52a8\u3002

\n

3. \u5220\u9664\u7a7a\u767d\u9875\u8fd9\u4e2a WPS \u7279\u6709 bug

\n

Word \u8f6c WPS \u540e\u6587\u6863\u672b\u5c3e\u7ecf\u5e38\u591a\u51fa\u4e00\u9875\u7a7a\u767d\u9875\u5220\u4e0d\u6389\u3002\u8bd5\u4e86\u5220\u6bb5\u843d\u6807\u8bb0\u3001\u8c03\u9875\u8fb9\u8ddd\u90fd\u4e0d\u884c\uff0c\u6700\u540e\u53d1\u73b0\u662f WPS \u7684\u5206\u9875\u7b26\u5904\u7406\u903b\u8f91\u548c Word \u4e0d\u4e00\u6837\u2014\u2014Word \u7684\u9690\u85cf\u5206\u9875\u7b26\u5728 WPS \u91cc\u4f1a\u53d8\u6210\u53ef\u89c1\u7684\uff0c\u591a\u51fa\u6765\u7684\u7a7a\u767d\u9875\u5c31\u662f\u8fd9\u4e2a\u5bfc\u81f4\u7684\u3002\u89e3\u51b3\u65b9\u6cd5\u6709\u597d\u51e0\u79cd\uff0c\u5177\u4f53\u53ef\u4ee5\u770b WPS \u5220\u9664\u7a7a\u767d\u9875\u7684 5 \u79cd\u65b9\u6cd5\u3002

\n

4. \u6570\u636e\u900f\u89c6\u8868\u548c Office \u517c\u5bb9

\n

\u7528 WPS \u505a\u597d\u7684\u900f\u89c6\u8868\u5728 Excel \u91cc\u6253\u5f00\u53ef\u80fd\u4f1a\u62a5\u9519\"\u6587\u4ef6\u635f\u574f\"\uff0c\u53cd\u8fc7\u6765\u4e5f\u4e00\u6837\u3002\u8fd9\u4e2a\u95ee\u9898\u5728 2025 \u5e74\u66f4\u65b0\u540e\u57fa\u672c\u89e3\u51b3\u4e86\uff0c\u53ea\u8981\u4f60\u7528 WPS \u548c Office \u7684\u6700\u65b0\u7248\u672c\uff0c\u8de8\u8f6f\u4ef6\u6253\u5f00\u900f\u89c6\u8868\u4e0d\u4f1a\u62a5\u9519\u3002

\n

5. \u6587\u6863\u8bef\u5173\u6ca1\u4fdd\u5b58\u7684\u6062\u590d

\n

WPS \u7684\u81ea\u52a8\u6062\u590d\u6bd4 Office \u505a\u5f97\u597d\uff0c\u5c31\u7b97\u6ca1\u624b\u52a8\u4fdd\u5b58\u76f4\u63a5\u5173\u4e86\uff0c\u91cd\u65b0\u6253\u5f00\u540e\u5de6\u4fa7\u6709\u300c\u5907\u4efd\u4e2d\u5fc3\u300d\u53ef\u4ee5\u6062\u590d\u3002\u8349\u7a3f\u6587\u6863\u5728\u672c\u5730\u4fdd\u5b58 7 \u5929\uff0c\u6bd4 Office \u53ea\u4fdd\u7559\u6700\u8fd1\u4e00\u6b21\u6062\u590d\u4eba\u6027\u5316\u5f88\u591a\u3002

\n

\u603b\u7ed3

\n

\u5982\u679c\u516c\u53f8\u5f3a\u5236\u7528 WPS \uff0c\u522b\u786c\u6297\u3002\u6539\u5feb\u6377\u952e\u3001\u786e\u8ba4\u51fd\u6570\u517c\u5bb9\u6027\u3001\u4e60\u60ef\u81ea\u52a8\u5907\u4efd\u8fd9\u4e09\u4e2a\u70b9\u641e\u5b9a\u540e\uff0c\u5b9e\u9645\u4f53\u9a8c\u548c Office \u5dee\u522b\u4e0d\u5927\u3002\u552f\u4e00\u575a\u6301\u7528 Office \u7684\u7406\u7531\u53ef\u80fd\u662f VBA \u5b8f\u2014\u2014WPS \u867d\u7136\u652f\u6301\u4f46\u517c\u5bb9\u6027\u505a\u4e0d\u5230 100%\u3002

\n

\u6709\u5176\u4ed6 WPS \u4f7f\u7528\u7ecf\u9a8c\u6216\u8005\u8e29\u5751\u7684\u6b22\u8fce\u8865\u5145\u3002

\n" }, { "author": { "url": "https://www.v2ex.com/member/tactac", "name": "tactac", "avatar": "https://cdn.v2ex.com/gravatar/d029e73ef44bb3ef7a036038367f0fd9?s=73&d=retro" }, "url": "https://www.v2ex.com/t/1219252", "title": "\u6211\u5df2\u7ecf\u5b8c\u5168\u5012\u5411\u5fae\u4fe1\u652f\u4ed8\u4e86\uff0c\u53ea\u56e0\u4e3a\u5b83\u7ed9\u7684\u592a\u591a\u3002", "id": "https://www.v2ex.com/t/1219252", "date_published": "2026-06-10T01:37:08+00:00", "content_html": "

\u4ee5\u524d\u90fd\u662f\u4f18\u5148\u7528\u652f\u4ed8\u5b9d\u7684\uff0c\u7528\u4fe1\u7528\u5361\u540e\uff0c\u53d1\u73b0\u5f88\u591a\u94f6\u884c\u7684\u4f18\u60e0\u6d3b\u52a8\u90fd\u662f\u548c\u5fae\u4fe1\u7ed1\u5b9a\u7684\uff0c\u7136\u540e\u6700\u8fd1\u5fae\u4fe1\u652f\u4ed8\u540e\u7684\u6447\u4f18\u60e0\u7ecf\u5e38\u80fd\u6447\u5230\u597d\u51e0\u5757\u7684\u7acb\u51cf\u91d1\uff0c\u611f\u89c9\u6bd4\u652f\u4ed8\u5b9d\u9999\u592a\u591a\u3002\u6700\u4e3b\u8981\u7684\u662f\u652f\u4ed8\u5b9d\u7684\u4f18\u60e0\u5f88\u591a\u90fd\u662f\u5230\u5e97\u4f18\u60e0\uff0c\u5fae\u4fe1\u7acb\u51cf\u91d1\u53ef\u4ee5\u7ebf\u4e0a\u7528\u3002

\n

\u652f\u4ed8\u5b9d\uff0c\u4ee5\u540e\u4e0d\u8981\u518d\u6253\u7535\u8bdd\u7ed9\u6211\u4e86\uff0c\u6211\u6015\u5fae\u4fe1\u8bef\u4f1a\u3002\ud83e\udd23

\n" }, { "author": { "url": "https://www.v2ex.com/member/walterggg", "name": "walterggg", "avatar": "https://cdn.v2ex.com/gravatar/e61dc18a51fbba4a7df9012755f38318?s=73&d=retro" }, "url": "https://www.v2ex.com/t/1219251", "title": "\u80fd\u4e0d\u80fd\u4e0d\u8981\u8ba9\u6211\u770b\u5230\u67d0\u4e2a AI \u81ea\u5a92\u4f53\u535a\u4e3b\u6295\u653e AI \u751f\u6210\u7684\u5e9f\u54c1\uff0c\u7136\u540e\u8bf4\u81ea\u5df1\u62ff\u4e86\u591a\u5c11\u4e2a star", "id": "https://www.v2ex.com/t/1219251", "date_published": "2026-06-10T01:31:56+00:00", "content_html": "\u4f8b\u5982\uff0c\u628a\u591a\u4e2a AI CLI \u7ec8\u7aef\u653e\u5728\u4e00\u4e2a\u6d4f\u89c8\u5668 UI \u91cc\u5c31\u53eb\u505a\u591a agent \u534f\u4f5c\uff0c\u5982\u679c\u53ea\u662f\u8fd9\u6837\uff0c\u4f60\u4e0d\u77e5\u9053 vsc \u7684\u7ec8\u7aef\u652f\u6301\u5206\u5c4f\u5417\uff1f\u4f60\u4e0d\u77e5\u9053\u6254\u4e0b\u4e00\u4e2a\u6307\u4ee4\u5c31\u53ef\u4ee5\u8ba9 agent \u628a\u5f53\u524d\u7a97\u53e3\u7684\u4f1a\u8bdd\u5185\u5bb9\u5168\u91cf\u5bfc\u51fa\u4e00\u4e2a md \u5417\uff1f

\u53ef\u662f\u7528\u6237\u5b9e\u9645\u7684\u75db\u70b9\uff1a
A\uff1acodex \u989d\u5ea6\u6ca1\u6709\u4e86\uff0c\u6362\u5230 DeepSeek \uff0c\u5982\u4f55\u8ba9\u540e\u8005\u66f4\u597d\u7684\u7406\u89e3\u6211\u548c codex \u7684\u4f1a\u8bdd\u4e0a\u4e0b\u6587

\u8fd9\u5e94\u8be5\u662f\u6700\u57fa\u672c\u7684\u9700\u6c42\u5427\uff1f
\u4f60\u5982\u679c\u58f0\u79f0\u591a agent \u56e2\u961f\u534f\u4f5c\uff0c\u90a3\u4e48\u4f60\u5fc5\u987b\u89e3\u51b3\u4e0a\u4e0b\u6587\u8f6c\u79fb\u7684\u75db\u70b9\uff0c\u8d77\u7801\u4f60\u9700\u8981\u6f5c\u5fc3\u505a\u4e00\u5957\u7b97\u6cd5\u628a\u6700\u57fa\u672c\u7684\u4f1a\u8bdd\u8bb0\u5f55\u62bd\u8c61\u6210\u7ed3\u6784\u5316\u7684\u4e0a\u4e0b\u6587\uff0c\u8fd9\u57fa\u672c\u662f\u53ef\u4ee5\u65e0\u9650\u4f18\u5316\u7684\u70b9\u4e86\u3002\u5982\u679c\u4f60\u7684\u7b97\u6cd5\u6709\u4ef7\u503c\uff0c\u4e5f\u53ef\u4ee5\u505a saas \u53d8\u73b0\u554a\uff1f\u8fd9\u79cd\u4e1c\u897f\u7684\u4ef7\u503c\u6211\u76f8\u4fe1\u4f1a\u6709\u4eba\u4ed8\u8d39\u7684\u3002

B\uff1a\u4e24\u4e2a agent \u540c\u65f6\u7f16\u6392\u4e00\u4e2a\u6587\u4ef6\u7684\u65f6\u5019\u600e\u4e48\u4e0d\u6253\u67b6

\u4f60\u8bf4\uff0c\u4f60\u7684\u7a0b\u5e8f\u53ef\u4ee5\u8ba9 agent \u4e92\u76f8\u6c47\u62a5\u8fdb\u5ea6\uff0c\u9012\u4ea4\u4efb\u52a1\uff0c\u90a3\u6211\u95ee\u4f60\uff0c\u80fd\u4e0d\u80fd\u89e3\u51b3\u6211\u7684\u8fd9\u4e24\u4e2a\u95ee\u9898\uff1f\u4f60\u6709\u7b97\u6cd5\u5417\uff1f\u5982\u679c\u505a\u4e2a\u4ec0\u4e48 task.md \u5c31\u53d1\u81ea\u5a92\u4f53\u53d9\u4e8b\u80fd\u529b\uff0c\u90a3\u6211\u53ea\u80fd\u6000\u7591\u4f60\u7684\u5f00\u6e90\u4ef7\u503c\u89c2\u6709\u95ee\u9898\uff0c\u4f60\u8981\u7684\u662f\u6d41\u91cf\uff0c\u800c\u4e0d\u662f\u771f\u6b63\u7684\u4e3a\u793e\u533a\u521b\u9020\u4ef7\u503c\u3002

\u6211\u4e3a\u5565\u628a\u591a agent \u534f\u4f5c\u7a0b\u5e8f\u62c9\u51fa\u6765\u7f16\u6392\uff0c\u56e0\u4e3a\u592a\u591a\u81ea\u5a92\u4f53\u76ef\u7740\u8fd9\u5757\u5927\u8089\u6765\u53d9\u4e8b\u4e86\uff0c\u6211\u5bf9\u8fd9\u79cd\u53d9\u4e8b\u8d8a\u6765\u8d8a\u53cd\u611f\u3002
\u6211\u627f\u8ba4\u4e00\u4e9b\u5f00\u6e90\u65b9\u6848\u6709\u5c0f\u5de5\u5177\u7684\u4ef7\u503c\uff0c\u80fd\u5e26\u6765\u6d41\u91cf\uff0c\u4f46\u6211\u62d2\u7edd\u63a5\u53d7\u4ed6\u7684\u5927\u53d9\u4e8b\u3002

\u6211\u89c9\u5f97\u6709\u7528\u7684\u5f00\u6e90\u9879\u76ee\uff0c\u6bd4\u5982 clash \u51e0\u5e74\u524d\u5c31\u505c\u6b62\u7ef4\u62a4\u4e86\uff0c\u540e\u6765\u7684 mihomoparty \u7ad9\u51fa\u6765\u4e86\uff0c\u518d\u6bd4\u5982\u73b0\u5728\u5f88\u591a\u5927\u6a21\u578b\u4e2d\u8f6c\u7ad9\u90fd\u5728\u7528\u7684 cli2proxy \uff0c\u8fd8\u6709\u7ed9\u4e2d\u8f6c\u7ad9\u505a\u58f3\u5b50\u7684\u90a3\u4e2a\u5f00\u6e90\u7a0b\u5e8f\uff0c\u6211\u5fd8\u8bb0\u662f\u4ec0\u4e48\u4e86\uff0c\u6211\u89c9\u5f97\u8fd9\u79cd\u771f\u6b63\u89e3\u51b3\u75db\u70b9\u7684\u4e1c\u897f\u624d\u7b97\u662f\u6709\u4ef7\u503c\u7684\u8f93\u51fa\u5427\uff1f

\u5982\u679c\u5f00\u6e90\u751f\u6001\u8d8a\u6765\u8d8a\u5956\u52b1\u5927\u53d9\u4e8b\uff0c\u800c\u4e0d\u662f\u5956\u52b1\u771f\u6b63\u89e3\u51b3\u75db\u70b9\u7684\u5de5\u7a0b\u80fd\u529b\uff0c\u8fd9\u5bf9\u65b0\u4eba\u5176\u5b9e\u4e0d\u662f\u597d\u4fe1\u53f7\u3002" }, { "author": { "url": "https://www.v2ex.com/member/qfdk", "name": "qfdk", "avatar": "https://cdn.v2ex.com/avatar/3680/4f41/64426_large.png?m=1778769209" }, "url": "https://www.v2ex.com/t/1219209", "title": "claude-fable-5 \u51fa\u573a\u4e86!", "id": "https://www.v2ex.com/t/1219209", "date_published": "2026-06-09T17:33:17+00:00", "content_html": "

\u662f\u65f6\u5019\u53bb\u73a9\u73a9\u4e86" }, { "author": { "url": "https://www.v2ex.com/member/Pezeo", "name": "Pezeo", "avatar": "https://cdn.v2ex.com/avatar/99f7/8f92/438543_large.png?m=1781003273" }, "url": "https://www.v2ex.com/t/1219167", "title": "\u624b\u673a\u53f7\u88ab\u5929\u6d25\u8b66\u65b9\u4ee5\u6d89\u8bc8\u539f\u56e0\u505c\u673a\u4e09\u5e74 \u6700\u8fd1\u7ec8\u4e8e\u89e3\u5c01", "id": "https://www.v2ex.com/t/1219167", "date_published": "2026-06-09T11:20:09+00:00", "content_html": "\u4e4b\u524d\u5728 v2 \u53d1\u5e16\u6c42\u52a9\u8fc7 24 \u5e74\u672b\u5929\u6d25\u90a3\u8fb9\u6765\u4e0a\u6d77\u7ed9\u6211\u505a\u4e86\u4e2a\u53e3\u4f9b \u968f\u540e\u6c89\u5bc2
25 \u5e74\u672b\u6709\u4eba\u7ed9\u6211\u6765\u7535\u8bdd\u8ba9\u6211\u4fdd\u8bc1\u89e3\u5c01\u540e\u4e0d\u518d\u5c31\u6b64\u4e8b\u4e0a\u8bbf\u5e76\u58f0\u660e\u4e0d\u4f1a\u6709\u4efb\u4f55\u8865\u507f\uff08\u4e09\u5e74\u624b\u673a\u53f7\u7528\u4e0d\u4e86\u8fd8\u8981 39 \u6708\u79df\u4fdd\u53f7\uff09
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\u524d\u60c5
https://v2ex.com/t/1007987
https://v2ex.com/t/965316
\u9644\u56fe














" }, { "author": { "url": "https://www.v2ex.com/member/SoulFlame", "name": "SoulFlame", "avatar": "https://cdn.v2ex.com/gravatar/e07ae3c76edeb7f11da872fc5150e382?s=73&d=retro" }, "url": "https://www.v2ex.com/t/1219145", "title": "\u53d1\u73b0 ios \u7aef\u5e7f\u544a\u9690\u79c1\u6709\u88ab\u7ed5\u8fc7\u5229\u7528\u7684\u5acc\u7591", "id": "https://www.v2ex.com/t/1219145", "date_published": "2026-06-09T09:53:47+00:00", "content_html": "\u6700\u8fd1\u521a\u597d\u5728\u63a5\u5e7f\u544a\u6295\u653e\u7684 SDK \uff0c\u4e5f\u7b97\u662f\u4e1a\u5185\u77e5\u540d\u7684\u6295\u653e\u5e73\u53f0\u4e86\uff0c\u6211\u53d1\u73b0\u4e2a\u95ee\u9898\uff1a
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\u6240\u4ee5\u6211\u60f3\u5230\u4e86\u4e00\u70b9\uff1a\u5f53\u4f60\u9700\u8981\u5bf9\u7cbe\u51c6\u753b\u50cf\u7684\u7528\u6237\u6295\u653e\u5e7f\u544a\u7684\u65f6\u5019\uff0c\u5df2\u7ecf\u53ef\u4ee5\u505a\u5230\u7528\u6237\u4e0d\u77e5\u60c5\u4e86\uff0c\u8fd9\u79cd\u80fd\u529b\u4ed6\u5df2\u7ecf\u8fdd\u80cc\u4e86 IDFA \u51fa\u73b0\u7684\u521d\u8877\u3002" }, { "author": { "url": "https://www.v2ex.com/member/loading", "name": "loading", "avatar": "https://cdn.v2ex.com/avatar/7aee/26c3/2719_large.png?m=1720319172" }, "url": "https://www.v2ex.com/t/1219121", "title": "\u8b66\u60d5\uff1a\u5047\u88c5\u843d\u6c34\u8005\uff0c\u7136\u540e\u6740\u4e0b\u6c34\u6551\u4eba\u7684", "id": "https://www.v2ex.com/t/1219121", "date_published": "2026-06-09T08:46:31+00:00", "content_html": "

https://www.bilibili.com/video/BV1nDE46ZEHf/

\n" }, { "author": { "url": "https://www.v2ex.com/member/THESDZ", "name": "THESDZ", "avatar": "https://cdn.v2ex.com/gravatar/4477bb3cd951bd10dc081c72dd608de3?s=73&d=retro" }, "url": "https://www.v2ex.com/t/1219118", "title": "\u5173\u4e8e\u201c\u8bed\u4e49\u78e8\u635f\u201d\u7684\u601d\u8003", "id": "https://www.v2ex.com/t/1219118", "date_published": "2026-06-09T08:44:41+00:00", "content_html": "

\u8bed\u4e49\u78e8\u635f\uff08 Semantic Bleaching \u6216 Desemanticization \uff09\u662f\u6307\u8bcd\u8bed\u5728\u957f\u671f\u6216\u9891\u7e41\u7684\u4f7f\u7528\u4e2d\uff0c\u5176\u539f\u59cb\u7684\u9c9c\u660e\u610f\u8c61\u3001\u4e30\u5bcc\u5185\u6db5\u6216\u7cbe\u786e\u60c5\u611f\u88ab\u9010\u6e10\u5f31\u5316\u3001\u78e8\u5e73\uff0c\u751a\u81f3\u5b8c\u5168\u6ca6\u4e3a\u6cdb\u5316\u8868\u8fbe\u7684\u8bed\u8a00\u73b0\u8c61\u3002

\n

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\n" }, { "author": { "url": "https://www.v2ex.com/member/rick13", "name": "rick13", "avatar": "https://cdn.v2ex.com/avatar/7516/64a7/670413_large.png?m=1780753849" }, "url": "https://www.v2ex.com/t/1219117", "title": "boss \u76f4\u8058\u73b0\u5728\u592a\u5bb9\u6613\u641c\u7d22\u5230\u4e0d\u6d3b\u8dc3\u804c\u4f4d\u4e86\u2026", "id": "https://www.v2ex.com/t/1219117", "date_published": "2026-06-09T08:43:25+00:00", "content_html": "\u6df1\u5733\u641c\u5168\u6808\uff0c\u524d 20 \u9879\u5c31\u4f1a\u6709\u597d\u51e0\u4e2a\u4e0d\u6d3b\u8dc3 hr \uff0c\u771f\u96be\u7ef7" }, { "author": { "url": "https://www.v2ex.com/member/mornlight", "name": "mornlight", "avatar": "https://cdn.v2ex.com/avatar/4668/c712/50494_large.png?m=1475389082" }, "url": "https://www.v2ex.com/t/1219035", "title": "\u63a8\u8350\u4e00\u4e2a\u6700\u8fd1\u7528\u5230\u7684\u77ed\u4fe1\u8f6c\u53d1\u786c\u4ef6", "id": "https://www.v2ex.com/t/1219035", "date_published": "2026-06-09T05:01:34+00:00", "content_html": "\u5728\u95f2\u9c7c\u4e0a\u5076\u7136\u770b\u5230\uff0c\u4e70\u4e86\u4e00\u6279\u677f\u5b50\u7528\u4e0b\u6765\u611f\u89c9\u5f88\u4e0d\u9519\uff1aWiFi \u63a5\u5165\u7f51\u7edc\uff0c4G \u53cc\u5361\u53cc\u5f85\uff0cWeb \u9875\u9762\u914d\u7f6e\uff0c\u6536\u53d1\u77ed\u4fe1\uff0c\u5982\u679c\u9700\u8981\u66f4\u591a\u81ea\u5b9a\u4e49\u529f\u80fd\u53ef\u4ee5\u7528\u5b83\u7684 api \u5b9a\u5236\u3002\u6279\u91cf\u573a\u666f\u652f\u6301\u591a\u5757\u5f00\u53d1\u677f\u7528\u94dc\u67f1\u5806\u53e0\u7edf\u4e00\u4f9b\u7535\u548c\u7edf\u4e00\u7ba1\u7406\u540e\u53f0\u3002

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\u9700\u8981\u4e70\u7684\u53bb\u95f2\u9c7c\u627e\u4ed6 https://m.tb.cn/h.R96GRJb?tk=zCkggXIM3Yh

\u672c\u7bc7\u5e16\u5b50\u5355\u7eaf\u662f\u63a8\u8350\u597d\u7269\uff0c\u5e94\u8be5\u4e0d\u5c11 V \u53cb\u8ddf\u6211\u6709\u7c7b\u4f3c\u7684\u9700\u6c42\u5e0c\u671b\u80fd\u5e2e\u5230\u4f60\u3002\u975e\u5e7f\u544a\u65e0\u8fd4\u70b9\uff0c\u4ea7\u54c1\u7684\u4efb\u4f55\u95ee\u9898\u627e\u5546\u5bb6\u3002



" }, { "author": { "url": "https://www.v2ex.com/member/aidevs", "name": "aidevs", "avatar": "https://cdn.v2ex.com/avatar/96e0/7156/7729_large.png?m=1780834873" }, "url": "https://www.v2ex.com/t/1219026", "date_modified": "2026-06-09T04:28:41+00:00", "content_html": "\u4e3a\u4ec0\u4e48\u4f1a\u6709\u8db3\u534f\u8fd9\u79cd\u673a\u6784\u957f\u671f\u5b58\u5728\uff0c\u5e72\u5f97\u4e0d\u597d\u8fd8\u4fdd\u7559\u8fd9\u6837\u7684\u7ec4\u7ec7\uff0c\u73b0\u5728\u6709\u4e00\u4e2a\u53eb\u8463\u8def\u7684\u4eba\u7387\u9886 U12 \u51fa\u5f81\u610f\u5927\u5229\u7b2c 37 \u5c4a SIGISMONDI \u56fd\u9645\u9752\u5c11\u5e74\u676f\uff0c\u83b7\u5f97\u51a0\u519b\uff1f

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