{"id":1219,"date":"2026-05-15T09:06:47","date_gmt":"2026-05-15T01:06:47","guid":{"rendered":"https:\/\/blog.liu-qi.cn\/index.php\/2026\/05\/15\/x-daily-2026-05-14\/"},"modified":"2026-05-15T18:13:43","modified_gmt":"2026-05-15T10:13:43","slug":"x-daily-2026-05-14","status":"publish","type":"post","link":"https:\/\/blog.liu-qi.cn\/index.php\/2026\/05\/15\/x-daily-2026-05-14\/","title":{"rendered":"X \u5e73\u53f0 5\u670814\u65e5 AI \u7b80\u8baf\uff5cClaude Code \u989d\u5ea6\u8c03\u6574\uff0cMiniMax \u8bef\u5220\u4e8b\u4ef6\u5f15\u53d1\u5b89\u5168\u8ba8\u8bba"},"content":{"rendered":"<h2 id=\"topic-c33d8e3ff4\">Claude Code \u989d\u5ea6\u653f\u7b56\u8c03\u6574\uff1a\u5468\u9650\u5236\u653e\u5bbd\u4f46 SDK \u7528\u91cf\u8bbe\u4e0a\u9650<\/h2>\n<p>Anthropic \u65d7\u4e0b Claude Code \u5728\u540c\u4e00\u5929\u51fa\u73b0\u4e24\u9879\u76f8\u4e92\u5173\u8054\u7684\u8c03\u6574\u3002\u5b98\u65b9\u8d26\u53f7 @ClaudeDevs \u5ba3\u5e03\uff0cClaude Code \u5468\u9650\u5236\u589e\u52a0 50%\uff0c\u5373\u523b\u751f\u6548\uff0c\u622a\u6b62\u81f3 7 \u6708 13 \u65e5\u4e0b\u5348 6 \u70b9\uff08\u592a\u5e73\u6d0b\u65f6\u95f4\uff09\uff0c\u8986\u76d6 Pro\u3001Max\u3001Team \u53ca\u6309\u5e2d\u4f4d\u8ba1\u8d39\u7684 Enterprise \u7528\u6237\uff0c\u547d\u4ee4\u884c\u3001IDE \u63d2\u4ef6\u3001\u684c\u9762\u7aef\u3001\u7f51\u9875\u7aef\u6240\u6709\u5165\u53e3\u540c\u6b65\u63d0\u5347\u3002\u8fd9\u662f\u7ee7\u4e0a\u5468\u5ba3\u5e03 5 \u5c0f\u65f6\u6eda\u52a8\u7a97\u53e3\u7ffb\u500d\u540e\u77ed\u671f\u5185\u7b2c\u4e8c\u6b21\u653e\u5bbd\u914d\u989d\u3002\u6280\u672f\u535a\u4e3b @dotey \u89e3\u8bfb\u6307\u51fa\uff0cClaude Code \u5b58\u5728\u4e24\u5957\u9650\u989d\u673a\u5236\uff1a5 \u5c0f\u65f6\u6eda\u52a8\u7a97\u53e3\u9650\u5236\u77ed\u65f6\u9ad8\u5f3a\u5ea6\u4f7f\u7528\uff0c\u6bcf\u5468\u603b\u989d\u9632\u6b62\u5355\u65e5\u8017\u5c3d\u6574\u5468\u914d\u989d\uff0c\u672c\u6b21 50% \u63d0\u5347\u4e0e\u6eda\u52a8\u7a97\u53e3\u7ffb\u500d\u53e0\u52a0\u540e\uff0c\u7528\u6237\u5728\u4e24\u4e2a\u7ef4\u5ea6\u4e0a\u5747\u83b7\u5f97\u66f4\u5927\u7a7a\u95f4\u3002\u540c\u671f Anthropic \u516c\u5e03\u53e6\u4e00\u9879\u53d8\u5316\uff1a\u81ea 6 \u6708 15 \u65e5\u8d77\uff0c\u4ed8\u8d39\u7528\u6237\u53ef\u7533\u9886\u7a0b\u5e8f\u5316\u8c03\u7528\u7684\u4e13\u7528\u989d\u5ea6\uff0c\u4f46\u8be5\u989d\u5ea6\u4e0e SDK \u8c03\u7528\u7ed1\u5b9a\uff0cAgent SDK\u3001claude -p \u547d\u4ee4\u884c\u3001Claude Code GitHub Actions\uff0c\u4ee5\u53ca OpenClaw\u3001Conductor \u7b49\u57fa\u4e8e Agent SDK \u7684\u7b2c\u4e09\u65b9\u5de5\u5177\u5747\u53d7\u5f71\u54cd\u3002@dotey \u8ba1\u7b97\u663e\u793a\uff0cPro \u8d26\u6237\u6bcf\u6708\u4ec5\u83b7 20 \u7f8e\u5143\u7b49\u503c\u989d\u5ea6\uff0cMax 20 \u500d\u7528\u6237\u4e3a 200 \u7f8e\u5143\uff0c\u6309 Anthropic API \u4ef7\u683c\u8ba1\u7b97\u91cd\u5ea6 Agent \u4f7f\u7528\u6781\u6613\u8017\u5c3d\u3002@op7418 \u76f4\u8a00\u8fd9\u662f\u5b9e\u8d28\u524a\u51cf\uff0c\u53ea\u662f\u63aa\u8f9e\u4e0a\u58f0\u79f0&quot;\u65e0\u989d\u5916\u6536\u8d39&quot;\u3002\u6b64\u524d\u4f9d\u8d56\u8ba2\u9605\u5171\u4eab\u989d\u5ea6\u8fd0\u884c\u9ad8\u9891\u81ea\u52a8\u5316\u7684\u7b2c\u4e09\u65b9\u5de5\u5177\u7528\u6237\u5c06\u9762\u4e34\u663e\u8457\u53d8\u5316\uff0c\u4ea4\u4e92\u5f0f Claude Code \u53ca API key \u7528\u6237\u4e0d\u53d7\u5f71\u54cd\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@dotey: <a href=\"https:\/\/x.com\/dotey\/status\/2054651679786914278\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/dotey\/status\/2054651679786914278<\/a><\/li>\n<li>@dotey: <a href=\"https:\/\/x.com\/dotey\/status\/2054776883493904838\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/dotey\/status\/2054776883493904838<\/a><\/li>\n<li>@op7418: <a href=\"https:\/\/x.com\/op7418\/status\/2054725474493067482\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/op7418\/status\/2054725474493067482<\/a><\/li>\n<li>@LufzzLiz: <a href=\"https:\/\/x.com\/LufzzLiz\/status\/2054718579132735975\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/LufzzLiz\/status\/2054718579132735975<\/a><\/li>\n<li>@xiaohu: <a href=\"https:\/\/x.com\/xiaohu\/status\/2054710489582842025\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/xiaohu\/status\/2054710489582842025<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-7cfea4b697\">MiniMax \u6a21\u578b\u8bef\u5220\u6587\u4ef6\u4e8b\u4ef6\uff1a\u7528\u6237\u516c\u5f00\u62a5\u544a\u6a21\u578b\u6267\u884c\u5f02\u5e38\u5e76\u8981\u6c42\u5b98\u65b9\u56de\u5e94<\/h2>\n<p>\u535a\u4e3b @Astronaut_1216\uff08\u53eb\u6211\u963f\u676d\uff09\u5728\u5f53\u65e5\u591a\u6b21\u53d1\u5e16\u63cf\u8ff0\u4e00\u8d77\u6a21\u578b\u6267\u884c\u4e8b\u6545\u3002\u6700\u521d\u53d1\u5e16\u79f0 MiniMax \u6a21\u578b\u5728\u6267\u884c&quot;\u5e2e\u6211\u4e0a\u4f20\u5230 git&quot;\u8fd9\u7c7b\u81ea\u7136\u8bed\u8a00\u547d\u4ee4\u65f6\uff0c\u9519\u8bef\u5220\u9664\u4e86\u7ea6 1000 \u4e2a\u672c\u5730\u6587\u4ef6\uff0c\u540e\u7eed\u8865\u5145\u4fee\u6b63\u4e3a 1900 \u4e2a\u6587\u4ef6\uff0c\u5305\u542b\u5176\u51c6\u5907\u5f00\u6e90\u7684\u53e3\u64ad\u7a3f\u53ca\u8fc7\u7a0b\u6027\u6587\u6863\u3002\u535a\u4e3b\u8868\u793a\u8fd9\u4e9b\u5185\u5bb9\u672c\u8ba1\u5212\u505a\u6210 Skill \u5f00\u6e90\uff0c\u635f\u5931\u4e86\u7ea6 40 \u5929\u7684\u5de5\u4f5c\u6210\u679c\uff0c\u591a\u6b21 @MiniMax_AI \u5b98\u65b9\u8d26\u53f7\u672a\u83b7\u56de\u5e94\u3002\u5e16\u5b50\u968f\u540e\u6f14\u53d8\u4e3a\u516c\u5f00\u6279\u8bc4\uff0c\u6807\u9898\u4f7f\u7528&quot;\u4e2d\u63a8\u5708\u53f2\u8bd7\u7ea7 0514 \u4e8b\u4ef6&quot;\u7b49\u8868\u8ff0\uff0c\u53f7\u53ec\u6210\u7acb&quot;minimax \u53d7\u5bb3\u8005\u8054\u76df&quot;\uff0c\u5e76\u9644\u4e0a\u670b\u53cb\u5708\u622a\u56fe\u79f0\u5747\u4e3a\u8d1f\u9762\u8bc4\u4ef7\u3002\u535a\u4e3b\u8865\u5145\u63d0\u5230\u53d1\u5e16\u540e\u6240\u6709 @MiniMax \u7684\u5185\u5bb9\u5747\u88ab\u5220\u9664\uff0c\u8d28\u7591 X \u5e73\u53f0\u5b58\u5728\u64cd\u4f5c\u3002\u5f53\u65e5\u7a0d\u665a\u535a\u4e3b\u5f15\u7528 @nopinduoduo \u5173\u4e8e&quot;AI \u65f6\u4ee3\u6587\u4ef6\u7cfb\u7edf\u5fc5\u987b\u5047\u8bbe AI \u968f\u65f6\u624b\u6ed1&quot;\u7684\u5efa\u8bae\u4f5c\u4e3a\u5e94\u5bf9\u53c2\u8003\uff0c\u53e6\u4e00\u7528\u6237 @nopinduoduo \u63d0\u51fa\u4f7f\u7528 `trash` \u547d\u4ee4\u800c\u975e `rm` \u4ee5\u4fbf\u6062\u590d\u7684\u89e3\u51b3\u65b9\u6848\u3002\u535a\u4e3b\u8868\u793a\u6700\u7ec8\u901a\u8fc7 Claude \u6a21\u578b\u6062\u590d\u4e86\u6570\u636e\u3002\u8be5\u4e8b\u4ef6\u5c5e\u4e8e\u7528\u6237\u62a5\u544a\u7684\u5355\u4e00\u6848\u4f8b\uff0c\u672a\u7ecf\u5b98\u65b9\u786e\u8ba4\uff0c\u65e0\u6cd5\u5224\u65ad\u4e3a\u7cfb\u7edf\u6027\u6545\u969c\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@Astronaut_1216: <a href=\"https:\/\/x.com\/Astronaut_1216\/status\/2054927370998661471\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/Astronaut_1216\/status\/2054927370998661471<\/a><\/li>\n<li>@Astronaut_1216: <a href=\"https:\/\/x.com\/Astronaut_1216\/status\/2054943034937389214\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/Astronaut_1216\/status\/2054943034937389214<\/a><\/li>\n<li>@Astronaut_1216: <a href=\"https:\/\/x.com\/Astronaut_1216\/status\/2054934742978711898\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/Astronaut_1216\/status\/2054934742978711898<\/a><\/li>\n<li>@Astronaut_1216: <a href=\"https:\/\/x.com\/Astronaut_1216\/status\/2054943815870590985\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/Astronaut_1216\/status\/2054943815870590985<\/a><\/li>\n<li>@Astronaut_1216: <a href=\"https:\/\/x.com\/Astronaut_1216\/status\/2054949697178198270\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/Astronaut_1216\/status\/2054949697178198270<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-9aba888e9a\">Nous Research \u53d1\u5e03 Token Superposition Training\uff1a\u8bad\u7ec3\u6548\u7387\u63d0\u5347 2-3 \u500d<\/h2>\n<p>\u5f00\u6e90\u7814\u7a76\u673a\u6784 Nous Research \u5b98\u65b9\u8d26\u53f7\u5ba3\u5e03\u53d1\u5e03 Token Superposition Training\uff08TST\uff09\uff0c\u4e00\u79cd\u4fee\u6539\u6807\u51c6 LLM \u9884\u8bad\u7ec3\u5faa\u73af\u7684\u65b9\u6cd5\uff0c\u53ef\u5728\u5339\u914d FLOPs \u6761\u4ef6\u4e0b\u5b9e\u73b0 2-3 \u500d wall-clock \u52a0\u901f\uff0c\u4e14\u4e0d\u6539\u53d8\u6a21\u578b\u67b6\u6784\u3001\u4f18\u5316\u5668\u3001\u5206\u8bcd\u5668\u6216\u8bad\u7ec3\u6570\u636e\u3002\u6280\u672f\u7ec6\u8282\u663e\u793a\uff1a\u5728\u8bad\u7ec3\u524d\u4e09\u5206\u4e4b\u4e00\u9636\u6bb5\uff0c\u6a21\u578b\u8bfb\u53d6\u5e76\u9884\u6d4b\u8fde\u7eed\u7684 token \u888b\uff08bags of tokens\uff09\uff0c\u5728\u8f93\u5165\u4fa7\u5bf9\u5176\u5d4c\u5165\u53d6\u5e73\u5747\uff0c\u5728\u8f93\u51fa\u4fa7\u4f7f\u7528\u4fee\u6539\u7684\u4ea4\u53c9\u71b5\u9884\u6d4b\u4e0b\u4e00\u888b token\uff1b\u5269\u4f59\u8bad\u7ec3\u9636\u6bb5\u6062\u590d\u6b63\u5e38\u4e0b\u4e00 token \u9884\u6d4b\u3002\u63a8\u7406\u65f6\u6a21\u578b\u4e0e\u5e38\u89c4\u9884\u8bad\u7ec3\u4ea7\u51fa\u7684\u6a21\u578b\u5b8c\u5168\u76f8\u540c\u3002\u8be5\u5de5\u4f5c\u5728 270M\u3001600M\u30013B \u7a20\u5bc6\u89c4\u6a21\u4ee5\u53ca 10B-A1B MoE \u67b6\u6784\u4e0a\u9a8c\u8bc1\u3002\u56e2\u961f\u8868\u793a TST \u7684\u6838\u5fc3\u4ef7\u503c\u5728\u4e8e\u89e3\u8026\uff08decoupling\uff09\uff1a\u8bad\u7ec3\u65f6\u6548\u7387\u4e0e\u63a8\u7406\u65f6\u67b6\u6784\u5b8c\u5168\u5206\u79bb\uff0c\u4f7f TST \u53ef\u4ee5\u53e0\u52a0\u4e8e\u5176\u4ed6\u9884\u8bad\u7ec3\u6539\u8fdb\u4e4b\u4e0a\uff08\u5982\u7a00\u758f\u6ce8\u610f\u529b\u3001MoE \u8def\u7531\u3001\u66ff\u4ee3\u5206\u8bcd\u5668\u7b49\uff09\uff0c\u5927\u591a\u6570\u9884\u8bad\u7ec3\u6548\u7387\u5e72\u9884\u65e0\u6cd5\u6ee1\u8db3\u8fd9\u4e00\u7279\u6027\u3002\u540c\u671f Nous Research \u8fd8\u5ba3\u5e03 Hermes Agent Creative Hackathon \u987a\u5229\u7ed3\u675f\uff0c\u8be5\u6d3b\u52a8\u7531 @Kimi_Moonshot \u8d5e\u52a9\uff0c\u5171\u6536\u5230 227 \u4efd\u4f5c\u54c1\uff0c\u6700\u7ec8\u4f18\u80dc\u8005\u7531 Nous \u53ca Kimi \u56e2\u961f\u6839\u636e\u521b\u610f\u6027\u3001\u5b9e\u7528\u6027\u53ca\u5448\u73b0\u9009\u51fa\uff0c\u5c06\u5728 Discord \u53d1\u653e\u5956\u52b1\u3002\u6b64\u5916\u5b98\u65b9\u786e\u8ba4 Hermes Agent \u5df2\u652f\u6301\u539f\u751f\u8fd0\u884c\u4e8e NVIDIA RTX PC \u53ca DGX Spark\uff0cNVIDIA \u5b98\u65b9\u535a\u5ba2\u540c\u6b65\u53d1\u5e03\u76f8\u5173\u8bf4\u660e\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@NousResearch: <a href=\"https:\/\/x.com\/NousResearch\/status\/2054610062836892054\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/NousResearch\/status\/2054610062836892054<\/a><\/li>\n<li>@NousResearch: <a href=\"https:\/\/x.com\/NousResearch\/status\/2054610075457671239\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/NousResearch\/status\/2054610075457671239<\/a><\/li>\n<li>@NousResearch: <a href=\"https:\/\/x.com\/NousResearch\/status\/2054681410368164018\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/NousResearch\/status\/2054681410368164018<\/a><\/li>\n<li>@NousResearch: <a href=\"https:\/\/x.com\/NousResearch\/status\/2054681434456301821\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/NousResearch\/status\/2054681434456301821<\/a><\/li>\n<li>@NousResearch: <a href=\"https:\/\/x.com\/NousResearch\/status\/2054703962121482622\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/NousResearch\/status\/2054703962121482622<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-edac33f01a\">OpenAI Codex Windows \u6c99\u7bb1\u53d1\u5e03\uff1a\u9762\u5411\u4f01\u4e1a\u63a8 2 \u4e2a\u6708\u514d\u8d39\u8bd5\u7528<\/h2>\n<p>OpenAI \u5f00\u53d1\u8005\u8d26\u53f7 @OpenAIDevs \u53d1\u5e03\u6280\u672f\u6587\u7ae0\u4ecb\u7ecd Codex Windows \u6c99\u7bb1\u7684\u6784\u5efa\u601d\u8def\u3002\u6838\u5fc3\u95ee\u9898\u5728\u4e8e\uff1a\u5982\u4f55\u5728\u4e0d\u8ba9\u5f00\u53d1\u8005\u9891\u7e41\u786e\u8ba4\u6388\u6743\u63d0\u793a\u4e0e\u5b8c\u5168\u673a\u5668\u8bbf\u95ee\u4e4b\u95f4\u627e\u5230\u5e73\u8861\uff0c\u4f7f\u7f16\u7801 Agent \u4fdd\u6301\u53ef\u7528\u6027\u3002Windows \u6c99\u7bb1\u65b9\u6848\u5141\u8bb8 Codex \u5728\u9694\u79bb\u73af\u5883\u4e2d\u6267\u884c\u64cd\u4f5c\u3002\u540c\u671f\u5b98\u65b9\u8d26\u53f7\u5ba3\u5e03\uff0c\u4e3a\u4fbf\u4e8e\u4f01\u4e1a\u8bd5\u7528\u5207\u6362\uff0c30 \u5929\u5185\u7b26\u5408\u6761\u4ef6\u7684\u5ba2\u6237\u65b0\u7528\u6237\u53ef\u83b7\u5f97 2 \u4e2a\u6708\u514d\u8d39 Codex \u4f7f\u7528\u989d\u5ea6\uff0c\u5e16\u5b50\u53d1\u51fa\u540e 2 \u5c0f\u65f6\u5185\u6536\u5230 2000 \u540d\u5f00\u53d1\u8005\u54cd\u5e94\u3002Sam Altman \u53d1\u5e16\u79f0 Codex \u662f\u6700\u4f73 AI \u7f16\u7a0b\u4ea7\u54c1\uff0c\u5e0c\u671b\u964d\u4f4e\u8bd5\u7528\u95e8\u69db\uff0c\u5e76\u63d0\u53ca\u6709\u65f6\u4f7f\u7528\u8f83\u6162\u6a21\u578b\u4e5f\u4e0d\u4ecb\u610f\uff0c\u6697\u793a\u4ef7\u683c\u4e0e\u901f\u5ea6\u7684\u6743\u8861\u53ef\u80fd\u4e0e\u4ef7\u683c\u4e0e\u667a\u80fd\u7684\u6743\u8861\u540c\u6837\u503c\u5f97\u91cd\u89c6\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@OpenAIDevs: <a href=\"https:\/\/x.com\/OpenAIDevs\/status\/2054735161166819377\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/OpenAIDevs\/status\/2054735161166819377<\/a><\/li>\n<li>@OpenAIDevs: <a href=\"https:\/\/x.com\/OpenAIDevs\/status\/2054698500143927357\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/OpenAIDevs\/status\/2054698500143927357<\/a><\/li>\n<li>@OpenAI: <a href=\"https:\/\/x.com\/OpenAI\/status\/2054620621255192719\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/OpenAI\/status\/2054620621255192719<\/a><\/li>\n<li>@sama: <a href=\"https:\/\/x.com\/sama\/status\/2054626219858293128\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/sama\/status\/2054626219858293128<\/a><\/li>\n<li>@sama: <a href=\"https:\/\/x.com\/sama\/status\/2054627102922797323\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/sama\/status\/2054627102922797323<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-fb90eaeca2\">Kimi \u53d1\u5e03 Web Bridge \u6d4f\u89c8\u5668\u6269\u5c55\uff1aAgent \u53ef\u81ea\u52a8\u64cd\u4f5c\u7f51\u9875\u5b8c\u6210\u8868\u5355\u4efb\u52a1<\/h2>\n<p>Kimi.ai \u5b98\u65b9\u8d26\u53f7\u5728\u5f53\u65e5\u53d1\u5e03 Kimi Web Bridge \u6d4f\u89c8\u5668\u6269\u5c55\uff0c\u5b9a\u4f4d\u4e3a\u8ba9 Agent \u80fd\u591f\u50cf\u4eba\u7c7b\u4e00\u6837\u4e0e\u7f51\u7ad9\u4ea4\u4e92\uff1a\u641c\u7d22\u3001\u6eda\u52a8\u3001\u70b9\u51fb\u3001\u8f93\u5165\u5e76\u5b8c\u6210\u4efb\u52a1\u3002\u529f\u80fd\u6f14\u793a\u4e2d Agent \u901a\u8fc7\u5bf9\u8bdd\u5373\u53ef\u81ea\u52a8\u521b\u5efa\u5b8c\u6574\u7684 Google Form \u5e76\u5728\u6d4f\u89c8\u5668\u4e2d\u586b\u5199\u6784\u5efa\u3002\u8be5\u6269\u5c55\u58f0\u79f0\u652f\u6301 Kimi Code CLI\u3001Claude Code\u3001Cursor\u3001Codex\u3001Hermes \u7b49\u591a\u79cd Agent \u5de5\u5177\uff0c\u5df2\u5728 Chrome Web Store \u4e0a\u67b6\u3002\u540c\u671f Kimi \u5b98\u65b9\u5f15\u7528\u7b2c\u4e09\u65b9\u8bc4\u6d4b\u8868\u793a Kimi K2.6 \u5728 Finance Agent Benchmark V2 \u4e2d\u53d6\u5f97\u5f00\u6e90\u6a21\u578b\u7b2c\u4e00\u540d\u7684\u6210\u7ee9\uff0c\u8bc4\u6d4b\u65b9 @ValsAI \u53d1\u5e03\u4e86\u5b8c\u6574\u6a21\u578b\u8bc4\u6d4b\u7ed3\u679c\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@Kimi_Moonshot: <a href=\"https:\/\/x.com\/Kimi_Moonshot\/status\/2054918374837322140\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/Kimi_Moonshot\/status\/2054918374837322140<\/a><\/li>\n<li>@Kimi_Moonshot: <a href=\"https:\/\/x.com\/Kimi_Moonshot\/status\/2054918387550368132\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/Kimi_Moonshot\/status\/2054918387550368132<\/a><\/li>\n<li>@Kimi_Moonshot: <a href=\"https:\/\/x.com\/Kimi_Moonshot\/status\/2054918390104678742\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/Kimi_Moonshot\/status\/2054918390104678742<\/a><\/li>\n<li>@Kimi_Moonshot: <a href=\"https:\/\/x.com\/Kimi_Moonshot\/status\/2054803169994272819\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/Kimi_Moonshot\/status\/2054803169994272819<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-179cbecdd1\">Raycast \u53d1\u5e03 V2 Beta\uff1a\u4ece\u542f\u52a8\u5668\u5347\u7ea7\u4e3a\u652f\u6301 Agent \u4e0e Skill \u7684 AI \u5de5\u5177<\/h2>\n<p>\u72ec\u7acb\u5f00\u53d1\u8005\u8d26\u53f7 @op7418 \u62a5\u9053 Mac \u6548\u7387\u5de5\u5177 Raycast \u53d1\u5e03 V2 Beta \u7248\u672c\u3002\u6b64\u6b21\u66f4\u65b0\u4f7f\u5de5\u5177\u4ece\u5355\u7eaf\u7684\u542f\u52a8\u5668\u5347\u7ea7\u4e3a&quot;\u542f\u52a8\u5668 + AI Agent&quot;\u5f62\u6001\u3002\u53d8\u5316\u5305\u62ec\uff1a\u6574\u4f53 UI \u548c\u754c\u9762\u91cd\u505a\uff0c\u66f4\u7b26\u5408\u5f53\u524d Mac \u7cfb\u7edf\u8bbe\u8ba1\uff1b\u57fa\u7840\u67b6\u6784\u91cd\u6784\uff0c\u5305\u62ec\u542f\u52a8\u5668\u5e95\u5c42\u91cd\u505a\u3001\u641c\u7d22\u8c03\u5ea6\u6269\u5c55\u91cd\u65b0\u8bbe\u8ba1\u3001\u8bbe\u7f6e\u754c\u9762\u91cd\u6784\uff1b\u6587\u4ef6\u641c\u7d22\u88ab\u76f4\u63a5\u6574\u5408\u8fdb\u4e3b\u641c\u7d22\uff0c\u63d0\u4f9b\u66f4\u5feb\u4f53\u9a8c\uff1b\u65b0\u589e\u72ec\u7acb AI Chat \u8f93\u5165\u6846\u548c\u804a\u5929\u7a97\u53e3\uff0cAI \u80fd\u529b\u652f\u6301 Skills\u3001Agent \u548c Memory\uff0c\u5e76\u5185\u7f6e\u8bed\u97f3\u8f93\u5165\u3002@vista8 \u5b89\u88c5\u6d4b\u8bd5\u540e\u8868\u793a Beta \u7248\u672c\u53ef\u514d\u8d39\u4f7f\u7528\u591a\u79cd\u9876\u7ea7 AI \u6a21\u578b\uff0c\u4f46\u5b58\u5728 Bug \u4e14\u4e0d\u652f\u6301 Cloud \u540c\u6b65\uff0c\u7528\u6237\u9700\u91cd\u65b0\u8bbe\u7f6e\u5feb\u6377\u952e\u548c Prompt\u3002@vista8 \u8fd8\u63d0\u53ca Raycast V2 \u5f00\u653e Skill \u8c03\u7528\u529f\u80fd\uff0c\u5b9d\u7389\u8001\u5e08\u57fa\u4e8e\u5361\u6bd4\u7684 wx-cli \u7f16\u5199\u4e86\u5fae\u4fe1\u7fa4\u804a\u603b\u7ed3 Skill\uff0c\u53ef\u8bfb\u53d6\u672c\u5730\u5fae\u4fe1\u6570\u636e\u5e93\u5e76\u7ed3\u5408 Claude Code \u751f\u6210\u7fa4\u804a\u6458\u8981\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@op7418: <a href=\"https:\/\/x.com\/op7418\/status\/2054903351222174138\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/op7418\/status\/2054903351222174138<\/a><\/li>\n<li>@vista8: <a href=\"https:\/\/x.com\/vista8\/status\/2054954274019520821\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/vista8\/status\/2054954274019520821<\/a><\/li>\n<li>@vista8: <a href=\"https:\/\/x.com\/vista8\/status\/2054776695564145001\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/vista8\/status\/2054776695564145001<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-111efb7fba\">AI \u539f\u751f\u516c\u53f8\u7279\u5f81\u8ba8\u8bba\uff1a\u957f\u671f\u8bb0\u5fc6\u3001\u5de5\u4f5c\u6d41\u96c6\u6210\u4e0e\u7ecf\u9a8c\u6c89\u6dc0<\/h2>\n<p>\u535a\u4e3b @LufzzLiz \u53d1\u5e03\u957f\u6587\u8ba8\u8bba AI-native \u516c\u53f8\u5e94\u8be5\u5177\u5907\u7684\u7279\u5f81\u3002\u6587\u7ae0\u8ba4\u4e3a\uff0c\u4ec5\u8ba9\u5458\u5de5\u7528 AI \u5199\u6587\u6848\u3001\u603b\u7ed3\u4f1a\u8bae\u3001\u751f\u6210\u4ee3\u7801\u4ecd\u5c5e\u4e8e\u5c06 AI \u5f53\u4f5c\u4e2a\u4eba\u6548\u7387\u5de5\u5177\uff0c\u771f\u6b63\u7684 AI-native \u6838\u5fc3\u5728\u4e8e\u516c\u53f8\u662f\u5426\u91cd\u65b0\u7ec4\u7ec7\u4fe1\u606f\u3001\u6d41\u7a0b\u548c\u534f\u4f5c\u65b9\u5f0f\u3002\u5177\u4f53\u63d0\u51fa\u4e09\u4e2a\u5173\u952e\u7ef4\u5ea6\uff1a\u4e00\u662f\u56e2\u961f\u957f\u671f\u8bb0\u5fc6\uff0c\u8ba9\u6bcf\u5929\u4ea7\u751f\u7684\u4fe1\u606f\uff08\u4f1a\u8bae\u7eaa\u8981\u3001\u5ba2\u6237\u53cd\u9988\u3001\u4ea7\u54c1\u8ba8\u8bba\u7b49\uff09\u6301\u7eed\u8fdb\u5165\u957f\u671f\u8bb0\u5fc6\u5c42\uff0c\u4f7f AI \u7406\u89e3\u516c\u53f8\u4e0a\u4e0b\u6587\u800c\u975e\u4ec5\u638c\u63e1\u901a\u7528\u4e92\u8054\u7f51\u77e5\u8bc6\uff1b\u4e8c\u662f AI \u8fdb\u5165\u771f\u5b9e\u5de5\u4f5c\u6d41\uff0cAI \u4e0d\u53ea\u505c\u7559\u5728\u5bf9\u8bdd\u6846\uff0c\u800c\u662f\u80fd\u8bfb\u53d6 Notion\u3001Google Docs\u3001Jira \u7b49\u80cc\u666f\u4fe1\u606f\uff0c\u751f\u6210 PRD \u521d\u7a3f\u5e76\u540c\u6b65\u7ed9\u6210\u5458\uff0c\u5728\u9700\u8981\u65f6\u521b\u5efa\u4efb\u52a1\u548c\u63d0\u9192\uff0c\u4ece assistant \u8fdb\u5316\u4e3a operator\uff1b\u4e09\u662f\u4e2a\u4eba\u7ecf\u9a8c\u8f6c\u5316\u4e3a\u7ec4\u7ec7\u80fd\u529b\uff0c\u5c06 senior \u5458\u5de5\u7684\u6838\u5fc3\u5224\u65ad\u548c SOP \u6c89\u6dc0\u4e3a\u53ef\u590d\u7528\u8d44\u4ea7\uff0c\u4f7f\u7ecf\u9a8c\u6210\u4e3a\u7ec4\u7ec7\u8d44\u4ea7\u800c\u975e\u4e2a\u4eba\u79c1\u6709\u3002\u6587\u4e2d\u4ee5 Tanka AI \u4e3a\u4f8b\uff0c\u8bf4\u660e\u4e0b\u4e00\u4ee3\u534f\u4f5c\u5de5\u5177\u5e94\u5177\u5907\u7684\u7279\u5f81\uff0c\u5e76\u63d0\u53ca\u8be5\u4ea7\u54c1\u63d0\u4f9b 100 \u591a\u4e2a\u529e\u516c\u5e94\u7528\u63a5\u5165\uff0c\u652f\u6301\u6267\u884c\u578b Agent\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@LufzzLiz: <a href=\"https:\/\/x.com\/LufzzLiz\/status\/2054791339594883353\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/LufzzLiz\/status\/2054791339594883353<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-849cd3df20\">Claude for Small Business \u53d1\u5e03\uff1aAnthropic \u6574\u5408 QuickBooks\u3001PayPal \u7b49\u5e38\u7528 SaaS \u5de5\u5177<\/h2>\n<p>\u6280\u672f\u535a\u4e3b @dotey \u8be6\u7ec6\u62a5\u9053 Anthropic \u63a8\u51fa Claude for Small Business\uff0c\u5c06 AI \u76f4\u63a5\u96c6\u6210\u5230 QuickBooks\u3001PayPal\u3001HubSpot\u3001Canva\u3001DocuSign \u7b49\u5c0f\u4f01\u4e1a\u5e38\u7528\u5de5\u5177\u4e2d\u3002\u7528\u6237\u6253\u5f00 Claude \u684c\u9762\u7aef\u5f00\u5173\u5373\u53ef\u4e00\u952e\u542f\u52a8 15 \u4e2a\u9884\u8bbe\u6280\u80fd\uff0c\u6db5\u76d6\u5de5\u8d44\u6838\u7b97\u3001\u73b0\u91d1\u6d41\u9884\u6d4b\u3001\u50ac\u6b3e\u3001\u8425\u9500\u7d20\u6750\u751f\u6210\u3001\u5408\u540c\u7b7e\u7f72\u4e43\u81f3\u65b0\u5458\u5de5\u5165\u804c\u6d41\u7a0b\u81ea\u52a8\u5316\u3002\u6536\u8d39\u6a21\u5f0f\u4e3a\u8ba2\u9605\u8d39\u53e0\u52a0 SaaS \u5de5\u5177\u8d39\u7528\uff0c\u65e0\u989d\u5916\u52a0\u4ef7\uff1b\u5b89\u5168\u65b9\u9762\uff0c\u5de5\u4f5c\u6d41\u9700\u4eba\u5de5\u542f\u52a8\u5ba1\u6279\uff0cClaude \u65e0\u6cd5\u83b7\u53d6\u7528\u6237\u672c\u8eab\u4e0d\u5177\u5907\u7684\u6743\u9650\uff0cTeam \u548c Enterprise \u7528\u6237\u6570\u636e\u9ed8\u8ba4\u4e0d\u7528\u4e8e\u6a21\u578b\u8bad\u7ec3\u3002Anthropic \u540c\u6b65\u5728\u829d\u52a0\u54e5\u3001\u8fbe\u62c9\u65af\u7b49\u5341\u4e2a\u57ce\u5e02\u4e3e\u529e\u514d\u8d39\u534a\u5929\u57f9\u8bad\uff0c\u6bcf\u573a\u9650 100 \u540d\u672c\u5730\u5c0f\u4f01\u4e1a\u4e3b\u53c2\u4e0e\uff0c\u7ebf\u4e0a\u4e0e PayPal \u5408\u4f5c\u63a8\u51fa\u514d\u8d39\u8bfe\u7a0b\u3002\u6587\u7ae0\u6307\u51fa\u6b64\u4e3e\u5bf9\u4f20\u7edf SaaS \u5382\u5546\u6784\u6210\u6311\u6218\uff1aClaude \u5c06 QuickBooks\u3001HubSpot \u7b49\u5de5\u5177\u53d8\u6210\u540e\u53f0\uff0c\u7528\u6237\u65e0\u9700\u6253\u5f00\u8fd9\u4e9b\u5e94\u7528\u754c\u9762\u3002Anthropic CEO Dario Amodei \u6b64\u524d\u66fe\u516c\u5f00\u8868\u793a\u5355\u4e2a SaaS \u5382\u5546\u53ef\u80fd\u8fc5\u901f\u5931\u53bb\u5e02\u503c\u751a\u81f3\u5012\u95ed\uff0c\u672c\u6b21\u63a5\u5165\u7684\u5de5\u5177\u5217\u8868\u6070\u597d\u5305\u542b\u4ed6\u70b9\u540d\u7684\u90e8\u5206\u516c\u53f8\uff0c\u5f62\u6210\u4e00\u5b9a\u8bbd\u523a\u5bf9\u6bd4\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@dotey: <a href=\"https:\/\/x.com\/dotey\/status\/2054776883493904838\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/dotey\/status\/2054776883493904838<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-7cd569b351\">OpenSquilla \u5f00\u6e90\u9879\u76ee\uff1a\u667a\u80fd\u6a21\u578b\u8def\u7531\u4e0e\u672c\u5730\u5411\u91cf\u68c0\u7d22\u964d\u4f4e Agent \u7528\u91cf<\/h2>\n<p>\u6280\u672f\u535a\u4e3b @vista8 \u63a8\u8350\u4e00\u6b3e\u540d\u4e3a OpenSquilla \u7684\u5f00\u6e90\u9879\u76ee\uff0c\u5b9a\u4f4d\u4e3a\u89e3\u51b3\u5c0f\u9f99\u867e\u3001Hermes \u7b49 Agent \u5de5\u5177 Token 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