{"id":4084,"date":"2026-05-15T07:41:26","date_gmt":"2026-05-15T07:41:26","guid":{"rendered":"https:\/\/umaax.com\/anthropictuichuclaudecomputerusekaifazhezuijiashijianzhinan\/"},"modified":"2026-05-15T07:41:26","modified_gmt":"2026-05-15T07:41:26","slug":"anthropictuichuclaudecomputerusekaifazhezuijiashijianzhinan","status":"publish","type":"post","link":"https:\/\/umaax.com\/en\/anthropictuichuclaudecomputerusekaifazhezuijiashijianzhinan\/","title":{"rendered":"Anthropic \u63a8\u51fa Claude Computer Use \u5f00\u53d1\u8005\u6700\u4f73\u5b9e\u8df5\u6307\u5357"},"content":{"rendered":"<p>Anthropic \u63a8\u51fa Claude Computer Use \u5f00\u53d1\u8005\u6700\u4f73\u5b9e\u8df5\u6307\u5357\uff0c\u6db5\u76d6\u622a\u56fe\u9884\u5904\u7406\u3001\u6a21\u578b\u9009\u578b\u5230\u5b89\u5168\u9632\u5fa1\u7684\u5b8c\u6574\u65b9\u6848\u3002\u9762\u5411 Claude 4.6 \u5bb6\u65cf\u4e0e Opus 4.7 \u6a21\u578b\uff0c\u6838\u5fc3\u5efa\u8bae\u5305\u62ec\u9884\u7f29\u622a\u56fe\u81f3 1280\u00d7720 \u63d0\u5347\u70b9\u51fb\u51c6\u786e\u7387\u3001\u6587\u5b57\u5148\u4e8e\u622a\u56fe\u6392\u5e8f\u3001\u4ee5\u6559\u5b66\u6a21\u5f0f\u66ff\u4ee3 Prompt \u5de5\u7a0b\uff0c\u540c\u65f6\u96c6\u6210\u4e09\u5c42\u6ce8\u5165\u9632\u5fa1\u4e0e\u957f\u5bf9\u8bdd\u4e0a\u4e0b\u6587\u538b\u7f29\u7b56\u7565\uff0c\u52a9\u529b\u6784\u5efa\u751f\u4ea7\u7ea7 Agent \u81ea\u52a8\u5316\u7cfb\u7edf\u3002<\/p>\n<h2>\u5206\u8fa8\u7387\u4e0e\u7f29\u653e<\/h2>\n<div class=\"paragraph\">\n<p>\u70b9\u51fb\u51c6\u786e\u7387\u662f Computer Use \u96c6\u6210\u7684\u6839\u57fa\u3002\u82e5\u70b9\u51fb\u504f\u79fb\uff0c\u540e\u7eed\u6240\u6709\u5de5\u4f5c\u6d41\u90fd\u4f1a\u5931\u8d25\u3002\u6587\u7ae0\u6307\u51fa\uff0c\u5f71\u54cd\u6700\u5927\u7684\u4f18\u5316\u540c\u65f6\u4e5f\u662f\u6700\u7b80\u5355\u7684\uff1a\u5728\u53d1\u9001 API \u524d\uff0c\u9884\u5148\u5c06\u622a\u56fe\u964d\u91c7\u6837\u3002<\/p>\n<h4><strong>API \u5185\u90e8\u5904\u7406\u9650\u5236 <\/strong><\/h4>\n<p><strong>Claude 4.6 \u5bb6\u65cf\u7684 API \u9650\u5236\u4e3a<\/strong>\uff1a<\/p>\n<ul>\n<li>\u957f\u8fb9\u6700\u5927 1568 \u50cf\u7d20<\/li>\n<li>\u603b\u50cf\u7d20\u6700\u5927 1.15MP<\/li>\n<li>\u8d85\u51fa\u4efb\u4e00\u9650\u5236\u5373\u88ab\u5185\u90e8\u9759\u9ed8\u964d\u91c7\u6837<\/li>\n<\/ul>\n<p><strong>Opus 4.7 \u652f\u6301\u66f4\u9ad8\u5206\u8fa8\u7387<\/strong>\uff1a<\/p>\n<ul>\n<li>\u957f\u8fb9\u6700\u5927 2576 \u50cf\u7d20<\/li>\n<li>\u603b\u50cf\u7d20\u6700\u5927 3.75MP<\/li>\n<li>\u8d85\u51fa\u9650\u5236\u540c\u6837\u4f1a\u88ab\u9759\u9ed8\u964d\u91c7\u6837<\/li>\n<\/ul>\n<h4><strong>\u6838\u5fc3\u95ee\u9898 <\/strong><\/h4>\n<p>\u5f53\u622a\u56fe\u8d85\u8fc7 API \u9650\u5236\u65f6\uff0c\u6a21\u578b\u770b\u5230\u7684\u662f\u88ab\u538b\u7f29\u540e\u7684\u56fe\u50cf\uff0c\u8fd4\u56de\u7684\u5750\u6807\u4e5f\u57fa\u4e8e\u538b\u7f29\u540e\u7684\u5c3a\u5bf8\uff0c\u5ba2\u6237\u7aef harness \u4ecd\u6309\u539f\u59cb\u5206\u8fa8\u7387\u6267\u884c\u70b9\u51fb\u3002\u5750\u6807\u7a7a\u95f4\u4e0e\u6a21\u578b\u611f\u77e5\u7684\u56fe\u50cf\u4e0d\u5339\u914d\uff0c\u662f\u9ad8\u5206\u8fa8\u7387\u4e0b\u70b9\u51fb\u4e0d\u51c6\u7684\u9996\u8981\u539f\u56e0\u3002<\/p>\n<p><strong>\u63a8\u8350\u5206\u8fa8\u7387<\/strong><\/p>\n<ul>\n<li><strong>\u901a\u7528\u9ed8\u8ba4<\/strong>\uff1a1280\u00d7720\u3002\u4f7f\u7528\u7ea6 80% \u50cf\u7d20\u9884\u7b97\uff0c\u5728\u8bad\u7ec3\u6570\u636e\u4e2d\u5e38\u89c1\uff0c\u517c\u5bb9\u6027\u597d\u3002<\/li>\n<li><strong>Opus 4.7 \u63a8\u8350<\/strong>\uff1a1080p\uff0c\u5728 token \u6d88\u8017\u4e0e\u6027\u80fd\u95f4\u53d6\u5f97\u66f4\u597d\u5e73\u8861\u3002<\/li>\n<li><strong>\u6700\u5927\u5316 API \u9002\u914d<\/strong>\uff1a\u6309\u539f\u751f\u5bbd\u9ad8\u6bd4\u8ba1\u7b97\u6700\u4f18\u5206\u8fa8\u7387\uff0c\u907f\u514d\u5f3a\u5236\u62c9\u4f38\u5bfc\u81f4\u7684\u6bd4\u4f8b\u5931\u771f\u3002<\/li>\n<\/ul>\n<p><strong>\u9700\u907f\u514d\u7684\u5206\u8fa8\u7387<\/strong><\/p>\n<ul>\n<li><strong>\u539f\u751f\u5206\u8fa8\u7387\uff08\u672a\u7f29\u653e\uff09<\/strong>\uff1a\u9664\u975e\u78b0\u5de7\u4f4e\u4e8e\u9650\u5236\uff0c\u5426\u5219\u662f\u70b9\u51fb\u4e0d\u51c6\u7684\u6700\u5e38\u89c1\u539f\u56e0\u3002<\/li>\n<li><strong>\u8fc7\u4f4e\u5206\u8fa8\u7387\uff08\u4f4e\u4e8e 960\u00d7540\uff09<\/strong>\uff1a\u7ec6\u8282\u4e22\u5931\u8fc7\u591a\uff0c\u6a21\u578b\u65e0\u6cd5\u8bc6\u522b\u5c0f UI \u5143\u7d20\u3002<\/li>\n<li><strong>macOS \u6ce8\u610f<\/strong>\uff1a\u622a\u56fe\u5e38\u5e26\u6709 2x \u8bbe\u5907\u50cf\u7d20\u6bd4\uff0c1440p \u5c4f\u5e55\u5b9e\u9645\u8f93\u51fa 2880p\uff0c\u8fdc\u8d85 API \u4e0a\u9650\u3002<\/li>\n<li><strong>4.6 \u5bb6\u65cf\u907f\u514d 1920\u00d71080 \u53ca\u4ee5\u4e0a<\/strong>\uff1a\u4f1a\u8d85\u51fa\u50cf\u7d20\u9650\u5236\u88ab\u9759\u9ed8\u538b\u7f29\uff1bOpus 4.7 \u4e0a\u9650\u66f4\u9ad8\uff0c1080p \u548c 1440p \u5728\u9884\u7b97\u5185\uff0c\u4f46\u4ecd\u9700\u907f\u514d\u539f\u751f 4K \u4e0d\u7f29\u653e\u76f4\u63a5\u53d1\u9001\u3002<\/li>\n<\/ul>\n<p><strong>\u5750\u6807\u7f29\u653e <\/strong><\/p>\n<p>\u53d1\u9001\u524d\u81ea\u884c\u7f29\u5c0f\u622a\u56fe\u540e\uff0c\u6a21\u578b\u8fd4\u56de\u7684\u5750\u6807\u57fa\u4e8e\u53d1\u9001\u65f6\u7684 display_width_px \/ display_height_px\uff0c\u6267\u884c\u524d\u5fc5\u987b\u6309\u6bd4\u4f8b\u8fd8\u539f\u5230\u771f\u5b9e\u5c4f\u5e55\u5750\u6807\uff1a<\/p>\n<p> <img fetchpriority=\"high\" decoding=\"async\" class=\"aligncenter wp-image-77256\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2026\/05\/Claude-Computer-Use-website1.png\"  alt=\"\" width=\"678\" height=\"170\" \/> <\/p>\n<h2><strong>\u6d88\u606f\u6570\u7ec4\u5185\u5bb9\u6392\u5e8f<\/strong><\/h2>\n<p>\u6784\u9020\u6d88\u606f content \u6570\u7ec4\u65f6\uff0c\u5c06\u6587\u5b57\u6307\u4ee4\u653e\u5728\u622a\u56fe\u4e4b\u524d\u3002<\/p>\n<p>\u63a8\u8350\u987a\u5e8f\uff1a<\/p>\n<\/p><\/div>\n<div class=\"segment-code\" data-v-782faaad=\"\" data-v-b3358103=\"\">\n<div class=\"syntax-highlighter light segment-code-content\" data-v-efb858b9=\"\" data-v-782faaad=\"\">\n<pre class=\"language-python\" data-v-efb858b9=\"\"><code class=\"language-python\">content <span class=\"token operator\">=<\/span> <span class=\"token punctuation\">[<\/span>      <span class=\"token punctuation\">{<\/span><span class=\"token string\">\"type\"<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">\"text\"<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">\"text\"<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">\"Click on the Submit button\"<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span>      <span class=\"token punctuation\">{<\/span><span class=\"token string\">\"type\"<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">\"image\"<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token punctuation\">.<\/span><span class=\"token punctuation\">.<\/span><span class=\"token punctuation\">.<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span>  <span class=\"token punctuation\">]<\/span><\/code><\/pre>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"paragraph\">\u4e0d\u63a8\u8350\u987a\u5e8f\uff1a<\/div>\n<div class=\"segment-code\" data-v-782faaad=\"\" data-v-b3358103=\"\">\n<div class=\"syntax-highlighter light segment-code-content\" data-v-efb858b9=\"\" data-v-782faaad=\"\">\n<pre class=\"language-python\" data-v-efb858b9=\"\"><code class=\"language-python\">content <span class=\"token operator\">=<\/span> <span class=\"token punctuation\">[<\/span>      <span class=\"token punctuation\">{<\/span><span class=\"token string\">\"type\"<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">\"image\"<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token punctuation\">.<\/span><span class=\"token punctuation\">.<\/span><span class=\"token punctuation\">.<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span>      <span class=\"token punctuation\">{<\/span><span class=\"token string\">\"type\"<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">\"text\"<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">\"text\"<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">\"Click on the Submit button\"<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span>  <span class=\"token punctuation\">]<\/span><\/code><\/pre>\n<\/p><\/div>\n<\/p><\/div>\n<h2>\u6a21\u578b\u9009\u62e9<\/h2>\n<p>\u57fa\u4e8e Anthropic \u5185\u90e8\u6d4b\u8bd5\uff0c\u4e0d\u540c\u6a21\u578b\u5404\u6709\u6240\u957f\uff1a<\/p>\n<ul>\n<li><strong>Sonnet 4.6<\/strong>\uff1a\u673a\u68b0\u70b9\u51fb\u7cbe\u5ea6\u6700\u9ad8\uff0c\u7a7a\u95f4\u5b9a\u4f4d\u51c6\uff0c\u8fd1\u8ddd\u79bb\u5931\u8bef\u5c11\uff0c\u5bf9\u91cd\u5ea6\u56fe\u7247\u538b\u7f29\u7684\u5bb9\u5fcd\u5ea6\u66f4\u597d\u3002\u9002\u5408\u5927\u90e8\u5206\u673a\u68b0\u6267\u884c\u7c7b\u4efb\u52a1\uff0c\u5728\u51c6\u786e\u7387\u3001\u63a8\u7406\u548c\u6210\u672c\u95f4\u53d6\u5f97\u6700\u4f73\u5e73\u8861\u3002<\/li>\n<li><strong>Opus 4.7<\/strong>\uff1a\u63a8\u7406\u80fd\u529b\u66f4\u5f3a\uff0c\u4e14\u70b9\u51fb\u7cbe\u5ea6\u5df2\u8ffd\u4e0a Sonnet 4.6\u3002\u52a0\u4e0a\u5206\u8fa8\u7387\u9884\u7b97\u66f4\u5927\uff083.75MP vs 1.15MP\uff09\uff0c\u9700\u8981\u538b\u7f29\u7684\u5e45\u5ea6\u66f4\u5c0f\u3002\u82e5\u4efb\u52a1\u65e2\u9700\u63a8\u7406\u53c8\u9700\u7cbe\u51c6\u70b9\u51fb\uff0cOpus 4.7 \u662f\u76ee\u524d\u6700\u4f18\u89e3\u3002<\/li>\n<li><strong>Haiku 4.5<\/strong>\uff1a\u5ef6\u8fdf\u4f18\u5148\u7684\u9009\u62e9\uff0c\u9002\u5408\u5bf9\u901f\u5ea6\u8981\u6c42\u6781\u9ad8\u7684\u573a\u666f\u3002<\/li>\n<\/ul>\n<p><strong>\u9ad8\u7ea7\u6a21\u5f0f\uff1a\u6307\u6325\u5b98\u6a21\u5f0f\uff08Orchestrator + Sub-agent\uff09<\/strong><\/p>\n<p>\u590d\u6742\u5de5\u4f5c\u6d41\u4e2d\uff0c\u53ef\u7528\u4e00\u4e2a\u63a8\u7406\u80fd\u529b\u5f3a\u7684\u6a21\u578b\uff08\u5982 Opus\uff09\u505a\u201d\u6307\u6325\u5b98\u201d\u8d1f\u8d23\u89c4\u5212\u548c\u51b3\u7b56\uff0c\u518d\u8ba9 Sonnet \u6216 Haiku \u6267\u884c\u5177\u4f53\u70b9\u51fb\u64cd\u4f5c\uff0c\u5206\u5de5\u534f\u4f5c\u3002<\/p>\n<h2>\u5c0f\u76ee\u6807\u5904\u7406<\/h2>\n<p>\u5927\u6309\u94ae\u3001\u8f93\u5165\u6846\u3001\u6807\u51c6\u83dc\u5355\u9879\uff0cClaude \u90fd\u80fd\u7a33\u5b9a\u70b9\u4e2d\u3002\u590d\u9009\u6846\u3001\u7cfb\u7edf\u6258\u76d8\u56fe\u6807\u3001\u4e0b\u62c9\u7bad\u5934\u3001\u5c0f\u5f00\u5173\u7b49\u5fae\u5c0f\u5143\u7d20\uff0c\u51c6\u786e\u7387\u4f1a\u4e0b\u6ed1\u3002<\/p>\n<p>\u539f\u56e0\uff1a4K \u5c4f\u5e55\uff083840\u00d72160\uff09\u538b\u7f29\u5230 720p \u540e\uff0c\u539f\u672c 16 \u50cf\u7d20\u7684\u590d\u9009\u6846\u5927\u6982\u53ea\u5269 5 \u4e2a\u50cf\u7d20\uff0c\u96be\u4ee5\u7cbe\u51c6\u547d\u4e2d\u3002<\/p>\n<p><strong>\u89e3\u51b3\u65b9\u6848<\/strong><\/p>\n<ul>\n<li><strong>\u5f00\u542f Zoom<\/strong>\uff1aClaude 4.6 \u548c 4.7 \u652f\u6301 zoom \u80fd\u529b\uff0c\u8ba9\u6a21\u578b\u5148\u653e\u5927\u7279\u5b9a\u533a\u57df\u770b\u6e05\u518d\u70b9\u51fb\u3002\u5de5\u5177\u914d\u7f6e\u4e2d\u52a0 \u201cenable_zoom\u201d: True\u3002<\/li>\n<li><strong>\u653e\u5927\u76ee\u6807<\/strong>\uff1a\u82e5 UI \u53ef\u63a7\uff0c\u589e\u5927\u70b9\u51fb\u76ee\u6807\u5c3a\u5bf8\uff08\u964d\u4f4e\u7cfb\u7edf DPI\u3001\u653e\u5927\u6d4f\u89c8\u5668\u7f29\u653e\u3001\u8c03\u6574 UI \u6bd4\u4f8b\uff09\u5bf9\u51c6\u786e\u7387\u6709\u4e0d\u6210\u6bd4\u4f8b\u7684\u63d0\u5347\u3002<\/li>\n<li><strong>\u952e\u76d8\u66ff\u4ee3<\/strong>\uff1a\u5bf9\u6781\u5c0f\u5143\u7d20\uff0cTab \u5bfc\u822a\u6216\u5feb\u6377\u952e\u6bd4\u9f20\u6807\u70b9\u51fb\u66f4\u53ef\u9760\u3002<\/li>\n<li><strong>\u8003\u8651\u6e90\u5206\u8fa8\u7387<\/strong>\uff1a4K+ \u663e\u793a\u5668\u538b\u7f29\u5230 720p \u4f1a\u4e22\u5931\u5927\u91cf\u7ec6\u8282\u3002\u82e5\u4f7f\u7528 4.6 \u6a21\u578b\uff0c\u53ef\u5c1d\u8bd5\u964d\u4f4e DPI \u6216\u805a\u7126\u622a\u56fe\u5230\u76f8\u5173\u5c4f\u5e55\u533a\u57df\uff1b\u82e5\u7528 Opus 4.7\uff0c\u66f4\u9ad8\u5206\u8fa8\u7387\u9884\u7b97\u53ef\u51cf\u5c11\u538b\u7f29\u9700\u6c42\u3002<\/li>\n<\/ul>\n<h2>\u601d\u8003\u529b\u5ea6\uff08Thinking Effort\uff09\u8c03\u4f18<\/h2>\n<p>Claude \u652f\u6301\u81ea\u9002\u5e94\u601d\u8003\uff08adaptive thinking\uff09\uff0c\u901a\u8fc7 thinking \u53c2\u6570\u8bbe\u7f6e\u529b\u5ea6\uff1alow\u3001medium\u3001high\u3001xhigh\uff08\u4ec5 Opus 4.7\uff09\u3001max\u3002<\/p>\n<p><strong>Opus 4.7<\/strong><\/p>\n<p>\u5728 OSWorld Verified \u57fa\u51c6\u6d4b\u8bd5\u4e2d\uff1a<\/p>\n<ul>\n<li><strong>high \u6863<\/strong>\u51c6\u786e\u7387\u63a5\u8fd1 max\uff0c\u8f93\u51fa token \u4ec5\u7ea6\u4e00\u534a\u3002<\/li>\n<li><strong>low \u6863<\/strong>\u5f97\u5206\u4e0e Opus 4.6 \u7684 high\/max \u76f8\u8fd1\uff0ctoken \u7528\u91cf\u7ea6\u4e3a 1\/10\u3002<\/li>\n<li><strong>max \u6863<\/strong>\u5f97\u5206\u6700\u9ad8\uff0ctoken \u6210\u672c\u663e\u8457\u589e\u52a0\u3002<\/li>\n<\/ul>\n<p>\u63a8\u8350\uff1a<\/p>\n<ul>\n<li><strong>\u9ed8\u8ba4<\/strong>\uff1ahigh\uff08\u590d\u6742\u591a\u6b65\u4ea4\u4e92\u7684\u6700\u4f73\u6027\u4ef7\u6bd4\uff09<\/li>\n<li><strong>\u9ad8\u541e\u5410\/\u6210\u672c\u654f\u611f<\/strong>\uff1alow<\/li>\n<li><strong>\u7b80\u5355\u5feb\u901f\u4efb\u52a1<\/strong>\uff1a\u5c1d\u8bd5 Sonnet 4.6<\/li>\n<li><strong>\u590d\u6742\u4e00\u6b21\u6027\u4efb\u52a1<\/strong>\uff1amax<\/li>\n<\/ul>\n<p> <img decoding=\"async\" class=\"wp-image-77286 aligncenter\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2026\/05\/KALEIDO_-OPEN-SOURCED-MULTI-SUBJECT-REFERENCE-VIDEO-GENERATION-MODEL-1.png\"  alt=\"\" width=\"678\" height=\"388\" \/> <\/p>\n<p><strong>Claude 4.6 \u5bb6\u65cf<\/strong><\/p>\n<p>\u6d4b\u8bd5\u663e\u793a medium \u7684\u4efb\u52a1\u6210\u529f\u7387\u5df2\u63a5\u8fd1\u6700\u9ad8\u503c\uff0c\u7ee7\u7eed\u589e\u52a0\u601d\u8003\u529b\u5ea6\u6536\u76ca\u9012\u51cf\u3002<\/p>\n<ul>\n<li><strong>\u63a8\u8350\u9ed8\u8ba4<\/strong>\uff1amedium<\/li>\n<li><strong>low \u6bd4\u5173\u95ed\u601d\u8003\u8981\u597d<\/strong>\uff0c\u56e0\u4e3a\u51cf\u5c11\u51fa\u9519\u548c\u91cd\u8bd5\uff0c\u5b9e\u9645\u603b token \u6d88\u8017\u53cd\u800c\u66f4\u5c11\u3002<\/li>\n<li><strong>\u4e0d\u63a8\u8350\u5728 Computer Use \u4e2d\u4f7f\u7528 max<\/strong>\uff1a\u6d4b\u8bd5\u4e2d\u76f8\u6bd4 high \u65e0\u51c6\u786e\u7387\u63d0\u5347\uff0c\u53ea\u4f1a\u589e\u52a0 token \u6210\u672c\u3002<\/li>\n<\/ul>\n<h2>\u63d0\u793a\u6ce8\u5165\u9632\u5fa1<\/h2>\n<p>\u8ba9 AI Agent \u76f4\u63a5\u64cd\u4f5c\u7535\u8111\uff0c\u5b89\u5168\u81f3\u5173\u91cd\u8981\u3002Anthropic \u7684\u9632\u5fa1\u4f53\u7cfb\u5206\u4e09\u5c42\uff1a<\/p>\n<p><strong>\u7b2c\u4e00\u5c42\uff1a<\/strong>\u8bad\u7ec3\u514d\u75ab<\/p>\n<p>\u6a21\u578b\u5728\u8bad\u7ec3\u65f6\u63a5\u89e6\u5927\u91cf\u542b\u6ce8\u5165\u5185\u5bb9\u7684\u7f51\u9875\u548c\u5e94\u7528\u754c\u9762\uff0c\u901a\u8fc7\u5f3a\u5316\u5b66\u4e60\u5b66\u4f1a\u8bc6\u522b\u548c\u62d2\u7edd\u6076\u610f\u6307\u4ee4\u3002<\/p>\n<p><strong>\u7b2c\u4e8c\u5c42\uff1a<\/strong>\u5b9e\u65f6\u5206\u7c7b\u5668<\/p>\n<p>\u6bcf\u6b21\u8bf7\u6c42\u65f6\u5e76\u884c\u626b\u63cf\u8fdb\u5165 Claude \u4e0a\u4e0b\u6587\u7684\u5185\u5bb9\uff0c\u68c0\u6d4b\u6587\u672c\u4e2d\u9690\u85cf\u7684\u6307\u4ee4\u3001\u56fe\u7247\u4e2d\u5d4c\u5165\u7684\u6307\u4ee4\u3001\u4ee5\u53ca\u8bd5\u56fe\u6b3a\u9a97 Agent \u7684\u4f2a\u9020 UI \u5143\u7d20\u3002<\/p>\n<p>\u4f7f\u7528\u5b98\u65b9 computer_20251124 \u5de5\u5177\u7c7b\u578b\u65f6\uff0c\u63d0\u793a\u6ce8\u5165\u5206\u7c7b\u5668\u81ea\u52a8\u8fd0\u884c\uff0c\u4e0e\u6a21\u578b\u63a8\u7406\u5e76\u884c\uff0c\u96f6\u989d\u5916\u5ef6\u8fdf\uff0c\u96f6\u989d\u5916\u6210\u672c\u3002\u82e5\u81ea\u884c\u5b9e\u73b0\u5de5\u5177\u800c\u672a\u7528\u5b98\u65b9\u7c7b\u578b\uff0c\u5219\u6ca1\u6709\u8fd9\u5c42\u81ea\u52a8\u4fdd\u62a4\u3002<\/p>\n<p><strong>\u7b2c\u4e09\u5c42\uff1a<\/strong>\u4eba\u7c7b\u515c\u5e95\uff08Human-in-the-loop\uff09<\/p>\n<p>\u5728\u6267\u884c\u4e0d\u53ef\u9006\u64cd\u4f5c\uff08\u63d0\u4ea4\u8868\u5355\u3001\u4ed8\u6b3e\u3001\u53d1\u6d88\u606f\u3001\u6539\u6570\u636e\uff09\u524d\u8ba9 Agent \u6682\u505c\uff0c\u8bf7\u7528\u6237\u786e\u8ba4\u3002\u539f\u6587\u5f3a\u8c03\uff1a\u6700\u6709\u6548\u7684\u9632\u5fa1\u5176\u5b9e\u662f human-in-the-loop\u3002<\/p>\n<h2>\u957f\u5bf9\u8bdd\u4e0a\u4e0b\u6587\u7ba1\u7406<\/h2>\n<p>Computer Use \u4efb\u52a1\u5f80\u5f80\u5f88\u957f\uff0c\u6bcf\u6b21\u622a\u56fe\u6d88\u8017 1000\u20131800 token\uff0c200K \u4e0a\u4e0b\u6587\u7a97\u53e3\u4e0d\u5230 100 \u5f20\u622a\u56fe\u5c31\u6ee1\uff0c1M \u7a97\u53e3\u540c\u6837\u5403\u7d27\u3002<\/p>\n<p><strong>\u7b2c\u4e00\u5c42\uff1a\u7f13\u5b58\u65ad\u70b9\uff08Cache Breakpoints\uff09<\/strong><\/p>\n<p>API \u652f\u6301\u6700\u591a 4 \u4e2a\u7f13\u5b58\u65ad\u70b9\u3002\u63a8\u8350\u505a\u6cd5\uff1a1 \u4e2a\u653e\u5728\u7cfb\u7edf\u63d0\u793a\u548c\u5de5\u5177\u5b9a\u4e49\u4e0a\uff08\u56fa\u5b9a\u5185\u5bb9\uff09\uff0c\u53e6\u5916 3 \u4e2a\u653e\u5728\u6700\u65b0\u7684 tool_result \u4e0a\uff0c\u6bcf\u8f6e\u6e05\u9664\u65e7\u6807\u8bb0\u3001\u653e\u7f6e\u65b0\u6807\u8bb0\u3002\u8fd9\u6837 API \u4e0d\u4f1a\u6bcf\u6b21\u90fd\u91cd\u65b0\u5904\u7406\u6574\u4e2a\u5bf9\u8bdd\u524d\u7f00\u3002<\/p>\n<p><strong>\u7b2c\u4e8c\u5c42\uff1a\u6eda\u52a8\u7f13\u51b2\uff08Rolling Buffer\uff09<\/strong><\/p>\n<p>\u53ea\u4fdd\u7559\u6700\u8fd1 N \u5f20\u622a\u56fe\u7684\u5b8c\u6574\u6570\u636e\uff0c\u66f4\u65e9\u622a\u56fe\u66ff\u6362\u4e3a\u6587\u5b57\u5360\u4f4d\u7b26 [Image omitted]\u3002<\/p>\n<p>\u5173\u952e\u7ec6\u8282\uff1a\u91c7\u7528\u6279\u91cf\u66ff\u6362\u800c\u975e\u9010\u5f20\u6e05\u7406\u3002\u9ed8\u8ba4\u4fdd\u7559\u6700\u8fd1 3 \u5f20\uff08keep_n=3\uff09\uff0c\u6bcf\u7d2f\u79ef 25 \u5f20\u505a\u4e00\u6b21\u6e05\u7406\uff08interval=25\uff09\u3002\u82e5\u9010\u5f20\u66ff\u6362\uff0c\u5bf9\u8bdd\u524d\u7f00\u6bcf\u8f6e\u53d8\u5316\u4f1a\u5bfc\u81f4\u7f13\u5b58\u5931\u6548\uff1b\u6279\u91cf\u66ff\u6362\u80fd\u8ba9\u524d\u7f00\u5728\u591a\u8f6e\u5185\u4fdd\u6301\u5b57\u8282\u4e00\u81f4\uff0c\u7ef4\u6301\u7f13\u5b58\u547d\u4e2d\u7387\u3002<\/p>\n<p><strong>\u7b2c\u4e09\u5c42\uff1aLLM \u538b\u7f29<\/strong><\/p>\n<p>\u5f53\u6eda\u52a8\u7f13\u51b2\u4e5f\u515c\u4e0d\u4f4f\u65f6\uff0c\u7528\u6a21\u578b\u672c\u8eab\u603b\u7ed3\u5bf9\u8bdd\u5386\u53f2\uff0c\u7136\u540e\u4e22\u5f03\u539f\u59cb\u5185\u5bb9\u3002<\/p>\n<p>\u538b\u7f29\u63d0\u793a\u6a21\u677f\u8981\u6c42\u4fdd\u7559 8 \u7c7b\u4fe1\u606f\uff1a\u7528\u6237\u5b8c\u6574\u6307\u4ee4\uff08\u9010\u5b57\u4fdd\u7559\u6240\u6709\u201d\u5fc5\u987b\u201d\u201d\u4e0d\u8981\u201d\u201d\u59cb\u7ec8\u201d\u7b49\u7ea6\u675f\uff09\u3001\u4efb\u52a1\u6a21\u677f\u3001\u7ea6\u675f\u89c4\u5219\u3001\u5df2\u6267\u884c\u64cd\u4f5c\u3001\u51fa\u9519\u53ca\u4fee\u590d\u8bb0\u5f55\u3001\u8fdb\u5ea6\u8ffd\u8e2a\u3001\u5f53\u524d\u72b6\u6001\u3001\u4e0b\u4e00\u6b65\u8ba1\u5212\u3002<\/p>\n<p>\u6700\u5173\u952e\u539f\u5219\uff1a\u5fc5\u987b\u9010\u5b57\u4fdd\u7559\u6240\u6709\u7528\u6237\u6307\u4ee4\u3002\u7528\u6237\u6307\u4ee4\u662f\u6700\u5173\u952e\u7684\u5143\u7d20\uff0c\u4e22\u5931\u4f1a\u5bfc\u81f4 Agent \u504f\u79bb\u4efb\u52a1\u3002<\/p>\n<p><strong>\u670d\u52a1\u7aef\u81ea\u52a8\u538b\u7f29<\/strong><\/p>\n<p>\u5728 API \u8bf7\u6c42\u4e2d\u6dfb\u52a0 context_management \u53c2\u6570\u548c compact-2026-01-12 beta \u6807\u8bc6\uff0c\u670d\u52a1\u7aef\u4f1a\u5728\u8f93\u5165 token \u8fbe\u9608\u503c\u65f6\u81ea\u52a8\u89e6\u53d1\u538b\u7f29\u3002\u5ba2\u6237\u7aef\u53ea\u9700\u5728\u6536\u5230\u538b\u7f29\u54cd\u5e94\u540e\uff0c\u5c06\u672c\u5730\u6d88\u606f\u6570\u7ec4\u622a\u65ad\u5230\u76f8\u540c\u4f4d\u7f6e\uff0c\u4fdd\u6301\u7f13\u5b58\u5bf9\u9f50\u3002<\/p>\n<p> <img decoding=\"async\" class=\"aligncenter wp-image-77287\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2026\/05\/KALEIDO_-OPEN-SOURCED-MULTI-SUBJECT-REFERENCE-VIDEO-GENERATION-MODEL-2.png\"  alt=\"\" width=\"678\" height=\"362\" \/> <\/p>\n<h2>\u6559\u5b66\u6a21\u5f0f<\/h2>\n<p>\u4f20\u7edf\u505a\u6cd5\u662f\u7528\u6587\u5b57\u63cf\u8ff0\u4efb\u52a1\uff0c\u4f46\u5199\u8d77\u6765\u8d39\u52b2\uff0c\u6a21\u578b\u7406\u89e3\u4e5f\u5bb9\u6613\u504f\u5dee\u3002\u539f\u6587\u63d0\u51fa\u65b0\u601d\u8def\uff1a\u522b\u544a\u8bc9 Claude \u600e\u4e48\u505a\uff0c\u76f4\u63a5\u201d\u793a\u8303\u201d\u7ed9\u5b83\u770b\u3002<\/p>\n<p><strong>\u5f55\u5236\u9636\u6bb5<\/strong><\/p>\n<p>\u7528\u6237\u624b\u52a8\u6267\u884c\u4e00\u904d\u4efb\u52a1\uff0c\u7cfb\u7edf\u5f55\u5236\u6bcf\u4e00\u6b65\u64cd\u4f5c\uff08\u70b9\u51fb\u5750\u6807\u3001\u8f93\u5165\u5185\u5bb9\u3001\u9875\u9762\u5bfc\u822a\uff09\uff0c\u6bcf\u6b65\u914d\u4e00\u5f20\u622a\u56fe\uff0c\u622a\u56fe\u4e0a\u7528\u84dd\u8272\u5706\u5708\u6807\u6ce8\u70b9\u51fb\u4f4d\u7f6e\u3002<\/p>\n<p><strong>\u56de\u653e\u9636\u6bb5<\/strong><\/p>\n<p>Claude \u6536\u5230\u5b8c\u6574\u64cd\u4f5c\u793a\u8303\uff1a\u201d\u7b2c 1 \u6b65\uff0c\u70b9\u51fb\u8d39\u7528\u7c7b\u578b\u4e0b\u62c9\u83dc\u5355\u201d\u914d\u6807\u6ce8\u622a\u56fe\uff0c\u201d\u7b2c 2 \u6b65\uff0c\u9009\u62e9\u5dee\u65c5\u7c7b\u578b\u201d\u914d\u4e0b\u4e00\u5f20\u622a\u56fe\u2026\u2026Claude \u5728\u5f53\u524d\u771f\u5b9e\u73af\u5883\u4e2d\u6267\u884c\u76f8\u540c\u5e8f\u5217\uff0c\u4f46\u4e0d\u4f1a\u6b7b\u677f\u6309\u5750\u6807\u91cd\u653e\u3002\u82e5 UI \u5e03\u5c40\u53d8\u5316\u3001\u6309\u94ae\u79fb\u4f4d\u3001\u83dc\u5355\u91cd\u6392\uff0cClaude \u4f1a\u6839\u636e\u793a\u8303\u7406\u89e3\u201d\u8981\u505a\u4ec0\u4e48\u201d\uff0c\u5728\u5f53\u524d\u754c\u9762\u627e\u5230\u5bf9\u5e94\u5143\u7d20\u3002<\/p>\n<p><strong>\u4e09\u79cd\u56de\u653e\u6a21\u5f0f<\/strong><\/p>\n<ul>\n<li><strong>\u4e25\u683c\u6a21\u5f0f<\/strong>\uff1a\u5b8c\u5168\u6309\u6b65\u9aa4\u6267\u884c\uff0cUI \u53d8\u5316\u592a\u5927\u5c31\u505c\u4e0b\u6765\u62a5\u544a\u3002\u9002\u5408\u5408\u89c4\u654f\u611f\u573a\u666f\u3002<\/li>\n<li><strong>\u81ea\u9002\u5e94\u6a21\u5f0f<\/strong>\uff1a\u4ee5\u793a\u8303\u4e3a\u53c2\u8003\u4f46\u7075\u6d3b\u8c03\u6574\uff0c\u5e94\u5bf9\u8f7b\u5fae\u5e03\u5c40\u53d8\u5316\u3001\u6309\u94ae\u6539\u540d\u3001\u83dc\u5355\u91cd\u6392\u3002\u63a8\u8350\u9ed8\u8ba4\u6a21\u5f0f\u3002<\/li>\n<li><strong>\u76ee\u6807\u5bfc\u5411\u6a21\u5f0f<\/strong>\uff1a\u53ea\u5173\u6ce8\u6700\u7ec8\u7ed3\u679c\uff0c\u5f55\u5236\u6b65\u9aa4\u4ec5\u4f5c\u53c2\u8003\u3002\u9002\u5408 UI \u7ecf\u5e38\u53d8\u4f46\u76ee\u6807\u4e0d\u53d8\u7684\u573a\u666f\u3002<\/li>\n<\/ul>\n<h2>\u987e\u95ee\u6a21\u5f0f<\/h2>\n<p>Computer Use \u5927\u90e8\u5206\u64cd\u4f5c\u662f\u673a\u68b0\u6027\u7684\uff08\u70b9\u51fb\u3001\u8f93\u5165\u3001\u6eda\u52a8\uff09\uff0c\u7528 Sonnet \u6210\u672c\u4f4e\u901f\u5ea6\u5feb\u3002\u4f46\u5076\u5c14\u9700\u8981\u6df1\u5ea6\u601d\u8003\uff1a\u8be5\u4e0d\u8be5\u70b9\u8fd9\u4e2a\u6309\u94ae\uff1f\u4fe1\u606f\u4e0d\u5bf9\u600e\u4e48\u529e\uff1f\u6d41\u7a0b\u8d70\u9519\u600e\u4e48\u56de\u9000\uff1f<\/p>\n<p><strong>\u505a\u6cd5<\/strong>\uff1a\u8ba9 Sonnet \u81ea\u884c\u6267\u884c\u5e38\u89c4\u64cd\u4f5c\uff0c\u5728\u9700\u8981\u6218\u7565\u51b3\u7b56\u65f6\u8c03\u7528 Opus 4.7 \u505a\u987e\u95ee\u3002Opus \u505a\u51fa\u51b3\u7b56\u540e\uff0c\u4ea4\u56de Sonnet \u7ee7\u7eed\u6267\u884c\u673a\u68b0\u6b65\u9aa4\uff0c\u5b9e\u73b0\u4f4e\u6210\u672c\u4e0e\u9ad8\u667a\u80fd\u7684\u5e73\u8861\u3002<\/p>\n<h2>\u65e0\u6548\u4f18\u5316\uff08\u7ecf\u5185\u90e8\u6d4b\u8bd5\u672a\u89c1\u6548\uff09<\/h2>\n<p>\u539f\u6587\u660e\u786e\u5217\u51fa\u4ee5\u4e0b\u65b9\u6cd5\u5728\u5185\u90e8\u8bc4\u4f30\u4e2d\u672a\u4ea7\u751f\u4e00\u81f4\u63d0\u5347\uff1a<\/p>\n<ul>\n<li>\u5c06\u622a\u56fe\u5207\u5206\u4e3a\u5c0f\u74e6\u7247\uff08quadrants\/regions\uff09\u5206\u522b\u53d1\u9001\u3002<\/li>\n<li>\u5728\u622a\u56fe\u4e0a\u53e0\u52a0\u5750\u6807\u7f51\u683c\u5e2e\u52a9\u6a21\u578b\u5b9a\u4f4d\u3002<\/li>\n<li>\u66f4\u6362\u7f29\u653e\u7b97\u6cd5\uff08PIL LANCZOS\u3001sips \u7b49\u7ed3\u679c\u65e0\u5dee\u5f02\uff09\u3002<\/li>\n<\/ul>\n<h2>\u6545\u969c\u8bca\u65ad\u901f\u67e5\u8868<\/h2>\n<p>\u539f\u6587\u63d0\u4f9b\u7cfb\u7edf\u5316\u7684\u8bca\u65ad\u6846\u67b6\uff1a<\/p>\n<table data-v-e7c0e5f5=\"\">\n<thead data-v-e7c0e5f5=\"\">\n<tr data-v-e7c0e5f5=\"\">\n<th align=\"left\" data-v-e7c0e5f5=\"\">\u75c7\u72b6<\/th>\n<th align=\"left\" data-v-e7c0e5f5=\"\">\u53ef\u80fd\u539f\u56e0<\/th>\n<th class=\"\" align=\"left\" data-v-e7c0e5f5=\"\">\u89e3\u51b3\u65b9\u6cd5<\/th>\n<\/tr>\n<\/thead>\n<tbody data-v-e7c0e5f5=\"\">\n<tr data-v-e7c0e5f5=\"\">\n<td class=\"\" align=\"left\" data-v-e7c0e5f5=\"\">\u70b9\u51fb\u7cfb\u7edf\u6027\u5355\u5411\u504f\u79fb<\/td>\n<td class=\"\" align=\"left\" data-v-e7c0e5f5=\"\">display \u5c3a\u5bf8\u4e0e\u5b9e\u9645\u53d1\u9001\u56fe\u50cf\u4e0d\u5339\u914d\uff1b\u622a\u56fe\u8d85 API \u9650\u5236\u88ab\u9759\u9ed8\u538b\u7f29\uff1b\u6d88\u606f\u6570\u7ec4\u56fe\u7247\u5728\u524d<\/td>\n<td class=\"\" align=\"left\" data-v-e7c0e5f5=\"\">\u786e\u4fdd display \u5c3a\u5bf8\u4e0e\u7f29\u653e\u540e\u622a\u56fe\u4e00\u81f4\uff1b\u9884\u7f29\u81f3 1280\u00d7720\uff1b\u6587\u5b57\u5148\u4e8e\u56fe\u7247<\/td>\n<\/tr>\n<tr data-v-e7c0e5f5=\"\">\n<td class=\"\" align=\"left\" data-v-e7c0e5f5=\"\">\u5927\u81f4\u6b63\u786e\u4f46\u504f\u79bb\u76ee\u6807<\/td>\n<td class=\"\" align=\"left\" data-v-e7c0e5f5=\"\">\u76ee\u6807\u6781\u5c0f\uff1b\u6e90\u56fe 4K+ \u538b\u7f29\u8fc7\u5ea6\uff1b\u5f3a\u5236\u975e\u539f\u751f\u6bd4\u4f8b<\/td>\n<td class=\"\" align=\"left\" data-v-e7c0e5f5=\"\">\u5f00\u00a0<code class=\"segment-code-inline\" data-v-782faaad=\"\" data-v-b3358103=\"\">enable_zoom<\/code>\uff1b\u964d\u4f4e DPI \u6216\u88c1\u526a\u533a\u57df\uff1b\u4fdd\u6301\u5bbd\u9ad8\u6bd4<\/td>\n<\/tr>\n<tr data-v-e7c0e5f5=\"\">\n<td class=\"\" align=\"left\" data-v-e7c0e5f5=\"\">\u5b8c\u5168\u70b9\u9519\u5143\u7d20<\/td>\n<td class=\"\" align=\"left\" data-v-e7c0e5f5=\"\">\u6307\u4ee4\u6b67\u4e49\uff1b\u89c6\u89c9\u76f8\u4f3c\u5143\u7d20\uff1b\u5355\u6b65\u8fc7\u4e8e\u590d\u6742<\/td>\n<td class=\"\" align=\"left\" data-v-e7c0e5f5=\"\">\u589e\u52a0\u4f4d\u7f6e\u4e0a\u4e0b\u6587\uff1b\u62c6\u5206\u4e3a\u5c0f\u6b65\u9aa4\uff1b\u8865\u5145\u9875\u9762\u5e03\u5c40\u63cf\u8ff0<\/td>\n<\/tr>\n<tr data-v-e7c0e5f5=\"\">\n<td class=\"\" align=\"left\" data-v-e7c0e5f5=\"\">\u6574\u4f53\u51c6\u786e\u7387\u5dee<\/td>\n<td class=\"\" align=\"left\" data-v-e7c0e5f5=\"\">\u622a\u56fe\u8d85\u4e0a\u9650\uff1b4K+ \u9ad8\u5206\u8fa8\u7387\u6e90\uff1b\u5206\u8fa8\u7387\u8fc7\u4f4e<\/td>\n<td class=\"\" align=\"left\" data-v-e7c0e5f5=\"\">\u9884\u7f29\u653e\uff1bOpus 4.7 \u51cf\u5c11\u538b\u7f29\uff1b\u5c1d\u8bd5 1280\u00d7720 \u57fa\u7ebf<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><strong>\u7279\u6b8a\u573a\u666f<\/strong>\uff1a\u67d0\u4e9b\u4e0b\u62c9\u83dc\u5355\u53ef\u80fd\u8c03\u7528\u7cfb\u7edf\u7ea7 UI\uff0c\u6d4f\u89c8\u5668\u89c6\u53e3\u65e0\u6cd5\u6355\u83b7\u2014\u2014\u6a21\u578b\u770b\u4f3c\u5931\u8d25\uff0c\u5b9e\u5219\u662f\u770b\u4e0d\u89c1\u83dc\u5355\u3002\u6b64\u65f6\u5e94\u8ba9\u6a21\u578b\u6539\u7528 JavaScript \u6267\u884c\u3001\u952e\u76d8\u5bfc\u822a\u6216\u76f4\u63a5 DOM \u64cd\u4f5c\uff0c\u975e\u70b9\u51fb\u3002<\/p>\n<h2>\u5feb\u901f\u53c2\u8003\u4ee3\u7801<\/h2>\n<p>\u6307\u5357\u63d0\u4f9b\u53ef\u76f4\u63a5\u4f7f\u7528\u7684 Python \u4ee3\u7801\u6a21\u677f\uff0c\u6db5\u76d6\uff1a<\/p>\n<ul>\n<li><strong>compute_max_api_fit()<\/strong>\uff1a\u57fa\u4e8e\u539f\u751f\u5bbd\u9ad8\u6bd4\u8ba1\u7b97\u6700\u4f18 API \u9002\u914d\u5206\u8fa8\u7387<\/li>\n<li><strong>prepare_screenshot()<\/strong>\uff1a\u7f29\u653e\u622a\u56fe\u5e76\u8f6c\u4e3a base64<\/li>\n<li><strong>scale_coordinates()<\/strong>\uff1a\u5c06 API \u8fd4\u56de\u5750\u6807\u8fd8\u539f\u4e3a\u5c4f\u5e55\u771f\u5b9e\u5750\u6807<\/li>\n<\/ul>\n<p>\u4ee5\u53ca\u5b8c\u6574\u7684 API \u8c03\u7528\u793a\u4f8b\uff1a\u4ece\u622a\u56fe\u6355\u83b7\u3001\u9884\u7f29\u653e\u3001\u6d88\u606f\u6784\u9020\uff08\u6587\u5b57\u5148\u4e8e\u56fe\u7247\uff09\u3001\u5de5\u5177\u914d\u7f6e\u5230\u5750\u6807\u8fd8\u539f\u6267\u884c\u7684\u5b8c\u6574\u6d41\u7a0b\u3002<\/p>\n<h2>\u603b\u7ed3<\/h2>\n<p>\u6307\u5357\u7684\u6838\u5fc3\u5de5\u7a0b\u903b\u8f91\u53ef\u5f52\u7eb3\u4e3a\uff1a\u9884\u7f29\u653e\u622a\u56fe\u6d88\u9664\u5750\u6807\u9519\u4f4d \u2192 \u6587\u5b57\u5148\u4e8e\u622a\u56fe\u4f18\u5316\u7406\u89e3 \u2192 \u6309\u573a\u666f\u9009\u578b\uff08Sonnet \u6267\u884c\/Opus \u63a8\u7406\uff09\u2192 \u5c0f\u76ee\u6807\u5f00 zoom \u6216\u952e\u76d8\u66ff\u4ee3 \u2192 medium\/high \u601d\u8003\u529b\u5ea6\u6700\u4f18 \u2192 \u4e09\u5c42\u9632\u5fa1\u4fdd\u5b89\u5168 \u2192 \u4e09\u5c42\u6f0f\u6597\u7ba1\u4e0a\u4e0b\u6587 \u2192 \u5f55\u4ee3\u66ff\u5199\u964d\u6210\u672c \u2192 \u987e\u95ee\u6a21\u5f0f\u7701 token\u3002\u201d\u9884\u7f29\u653e\u622a\u56fe\u201d\u662f\u6295\u5165\u4ea7\u51fa\u6bd4\u6700\u9ad8\u7684\u5355\u70b9\u4f18\u5316\uff0c\u201d\u6559\u5b66\u6a21\u5f0f\u201d\u4ee3\u8868\u4e86\u4ece Prompt Engineering \u5411 Demonstration Learning \u6f14\u8fdb\u7684\u65b0\u8303\u5f0f\u3002<\/p>\n<h2>\u5b98\u7f51\u5730\u5740<\/h2>\n<ul>\n<li><strong>\u5b98\u7f51\u5730\u5740<\/strong>\uff1ahttps:\/\/claude.com\/blog\/best-practices-for-computer-and-browser-use-with-claude<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Anthropic \u63a8\u51fa Claude Computer Use \u5f00\u53d1\u8005\u6700\u4f73\u5b9e\u8df5\u6307\u5357\uff0c\u6db5\u76d6\u622a\u56fe\u9884\u5904\u7406\u3001\u6a21\u578b\u9009\u578b\u5230\u5b89\u5168\u9632\u5fa1\u7684\u5b8c\u6574\u65b9\u6848\u3002\u9762\u5411 Claude 4.6 \u5bb6\u65cf\u4e0e Opus 4.7 \u6a21\u578b\uff0c\u6838\u5fc3\u5efa\u8bae\u5305\u62ec\u9884\u7f29\u622a\u56fe\u81f3 1280\u00d7720 \u63d0\u5347\u70b9\u51fb\u51c6\u786e\u7387\u3001\u6587\u5b57\u5148\u4e8e\u622a\u56fe\u6392\u5e8f\u3001\u4ee5\u6559\u5b66\u6a21\u5f0f\u66ff\u4ee3 Prompt \u5de5\u7a0b\uff0c\u540c\u65f6\u96c6\u6210\u4e09\u5c42\u6ce8\u5165\u9632\u5fa1\u4e0e\u957f\u5bf9\u8bdd\u4e0a\u4e0b\u6587\u538b\u7f29\u7b56\u7565\uff0c\u52a9\u529b\u6784\u5efa\u751f\u4ea7\u7ea7 Agent \u81ea\u52a8\u5316\u7cfb\u7edf\u3002 \u5206\u8fa8\u7387\u4e0e\u7f29\u653e \u70b9\u51fb\u51c6\u786e\u7387\u662f Computer Use \u96c6\u6210\u7684\u6839\u57fa\u3002\u82e5\u70b9\u51fb\u504f\u79fb\uff0c\u540e\u7eed\u6240\u6709\u5de5\u4f5c\u6d41\u90fd\u4f1a\u5931\u8d25\u3002\u6587\u7ae0\u6307\u51fa\uff0c\u5f71\u54cd\u6700\u5927\u7684\u4f18\u5316\u540c\u65f6\u4e5f\u662f\u6700\u7b80\u5355\u7684\uff1a\u5728\u53d1\u9001 API \u524d\uff0c\u9884\u5148\u5c06\u622a\u56fe\u964d\u91c7\u6837\u3002 API \u5185\u90e8\u5904\u7406\u9650\u5236 Claude 4.6 \u5bb6\u65cf\u7684 API \u9650\u5236\u4e3a\uff1a \u957f\u8fb9\u6700\u5927 1568 \u50cf\u7d20 \u603b\u50cf\u7d20\u6700\u5927 1.15MP \u8d85\u51fa\u4efb\u4e00\u9650\u5236\u5373\u88ab\u5185\u90e8\u9759\u9ed8\u964d\u91c7\u6837 Opus 4.7 \u652f\u6301\u66f4\u9ad8\u5206\u8fa8\u7387\uff1a \u957f\u8fb9\u6700\u5927 2576 \u50cf\u7d20 \u603b\u50cf\u7d20\u6700\u5927 3.75MP \u8d85\u51fa\u9650\u5236\u540c\u6837\u4f1a\u88ab\u9759\u9ed8\u964d\u91c7\u6837 \u6838\u5fc3\u95ee\u9898 \u5f53\u622a\u56fe\u8d85\u8fc7 API \u9650\u5236\u65f6\uff0c\u6a21\u578b\u770b\u5230\u7684\u662f\u88ab\u538b\u7f29\u540e\u7684\u56fe\u50cf\uff0c\u8fd4\u56de\u7684\u5750\u6807\u4e5f\u57fa\u4e8e\u538b\u7f29\u540e\u7684\u5c3a\u5bf8\uff0c\u5ba2\u6237\u7aef harness \u4ecd\u6309\u539f\u59cb\u5206\u8fa8\u7387\u6267\u884c\u70b9\u51fb\u3002\u5750\u6807\u7a7a\u95f4\u4e0e\u6a21\u578b\u611f\u77e5\u7684\u56fe\u50cf\u4e0d\u5339\u914d\uff0c\u662f\u9ad8\u5206\u8fa8\u7387\u4e0b\u70b9\u51fb\u4e0d\u51c6\u7684\u9996\u8981\u539f\u56e0\u3002 \u63a8\u8350\u5206\u8fa8\u7387 \u901a\u7528\u9ed8\u8ba4\uff1a1280\u00d7720\u3002\u4f7f\u7528\u7ea6<\/p>","protected":false},"author":1,"featured_media":4085,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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