{"id":168,"date":"2026-03-25T17:54:04","date_gmt":"2026-03-25T09:54:04","guid":{"rendered":"http:\/\/muse.lzink.icu\/?p=168"},"modified":"2026-03-25T17:54:05","modified_gmt":"2026-03-25T09:54:05","slug":"claude-code-codex-opencode-%e6%88%90%e6%9c%ac%e7%a5%9e%e5%99%a8%e8%af%9e%e7%94%9f%ef%bc%8ctoken-%e8%8a%82%e7%9c%81-80%ef%bc%81","status":"publish","type":"post","link":"https:\/\/muse.lzink.icu\/?p=168","title":{"rendered":"Claude Code\/Codex\/OpenCode \u6210\u672c\u795e\u5668\u8bde\u751f\uff0cToken \u8282\u7701 80%\uff01"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u539f\u521b Guide Guide JavaGuide 2026-03-25 17:32<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f60\u6709\u6ca1\u6709\u7b97\u8fc7\u4e00\u7b14\u8d26\uff1a\u7528 Claude Code \u6216 Cursor \u4e00\u6574\u5929\uff0c\u5230\u5e95\u6d88\u8017\u4e86\u591a\u5c11 token\uff1f<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6211\u4e4b\u524d\u6ca1\u7b97\u8fc7\uff0c\u76f4\u5230\u6709\u4e00\u5929\u6536\u5230\u8d26\u5355\u624d\u53d1\u73b0\u4e0d\u5bf9\u52b2\u3002\u660e\u660e\u53ea\u505a\u4e86\u51e0\u4e2a\u7b80\u5355\u529f\u80fd\uff0ctoken \u6d88\u8017\u5374\u9ad8\u5f97\u79bb\u8c31\u3002\u540e\u6765\u6392\u67e5\u624d\u53d1\u73b0\uff0c\u771f\u6b63\u7684\u201c\u51f6\u624b\u201d\u4e0d\u662f\u6211\u7684\u4ee3\u7801\uff0c\u800c\u662f\u90a3\u4e9b\u547d\u4ee4\u8f93\u51fa\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">npm install\u8dd1\u4e00\u6b21\uff0c\u4f9d\u8d56\u6811\u6253\u5370\u51e0\u767e\u884c\uff1bcargo test\u6267\u884c\u5b8c\uff0c99% \u7684\u901a\u8fc7\u4fe1\u606f\u5168\u662f\u7eff\u7684\uff1bgit status\u5217\u51fa\u4e00\u5806 untracked \u6587\u4ef6\u2026\u2026\u8fd9\u4e9b\u5185\u5bb9\u5168\u88ab\u585e\u8fdb LLM \u7684\u4e0a\u4e0b\u6587\u7a97\u53e3\uff0c\u800c AI \u771f\u6b63\u9700\u8981\u7684\u4fe1\u606f\u53ef\u80fd\u53ea\u6709 5% \u5de6\u53f3\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>RTK\uff08Rust Token Killer\uff09<\/strong>\u5c31\u662f\u6765\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\u7684\u3002\u5b83\u662f\u4e2a CLI \u4ee3\u7406\uff0c\u5728\u547d\u4ee4\u8f93\u51fa\u5230\u8fbe LLM \u4e4b\u524d\u5148\u505a\u538b\u7f29\u8fc7\u6ee4\u2014\u2014\u628a\u201c\u566a\u97f3\u201d\u53bb\u6389\uff0c\u53ea\u7559\u201c\u4fe1\u53f7\u201d\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/mmbiz.qpic.cn\/mmbiz_png\/icJuV9QZRqg63LNvV9Dia9jjLGsFzFUpaPibjKoVTOJrIaDlVMJkQKlBeJQUBjeH98WNjJUxcNCbQzalibOWfIicPkO7euQkPBAYxskfcPEKKfZM\/640?wx_fmt=png&amp;from=appmsg'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  decoding=\"async\" data-original=\"https:\/\/mmbiz.qpic.cn\/mmbiz_png\/icJuV9QZRqg63LNvV9Dia9jjLGsFzFUpaPibjKoVTOJrIaDlVMJkQKlBeJQUBjeH98WNjJUxcNCbQzalibOWfIicPkO7euQkPBAYxskfcPEKKfZM\/640?wx_fmt=png&amp;from=appmsg\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\"\/><\/div><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">RTK \u662f\u4ec0\u4e48\uff1f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>RTK<\/strong>\u662f\u4e00\u4e2a\u7528 Rust \u7f16\u5199\u7684\u547d\u4ee4\u884c\u4ee3\u7406\u5de5\u5177\uff0c\u4e13\u95e8\u4e3a AI \u7f16\u7a0b\u52a9\u624b\u8bbe\u8ba1\u3002\u5b83\u7684\u5de5\u4f5c\u4f4d\u7f6e\u5f88\u5de7\u5999\uff1a\u4e0d\u662f\u66ff\u4ee3\u4f60\u7684\u547d\u4ee4\uff0c\u800c\u662f\u201c\u62e6\u622a\u201d\u547d\u4ee4\u7684\u8f93\u51fa\uff0c\u5728\u9001\u7ed9 LLM \u4e4b\u524d\u505a\u4e00\u8f6e\u667a\u80fd\u538b\u7f29\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/icJuV9QZRqg66Vbf7dOkJIq1iasZZd8YNJuz1pf7sdiaL3dticQaCpu9JzE7N5AgehWtaR1CicgWpQz5uN4mscQuX8giafQWkznJY7ibuQmcrQgJia0\/640?wx_fmt=png&amp;from=appmsg'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  decoding=\"async\" data-original=\"https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/icJuV9QZRqg66Vbf7dOkJIq1iasZZd8YNJuz1pf7sdiaL3dticQaCpu9JzE7N5AgehWtaR1CicgWpQz5uN4mscQuX8giafQWkznJY7ibuQmcrQgJia0\/640?wx_fmt=png&amp;from=appmsg\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\"\/><\/div><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b98\u65b9\u5b9e\u6d4b\u6570\u636e\uff1a30 \u5206\u949f\u7684 Claude Code \u4f1a\u8bdd\uff0ctoken \u4ece<strong>118,000 \u538b\u5230 23,900<\/strong>\uff0c\u7701\u4e86 80%\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5b83\u7684\u6280\u672f\u7279\u70b9\uff1a<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u200b<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th class=\"has-text-align-left\" data-align=\"left\">\u7279\u6027<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u6570\u636e<\/th><\/tr><\/thead><tbody><tr><td class=\"has-text-align-left\" data-align=\"left\">\u542f\u52a8\u5ef6\u8fdf<\/td><td class=\"has-text-align-left\" data-align=\"left\">&lt;10ms<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">\u5185\u5b58\u5360\u7528<\/td><td class=\"has-text-align-left\" data-align=\"left\">&lt;5MB<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">\u4f9d\u8d56<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u96f6\u4f9d\u8d56\uff0c\u5355\u4e00\u4e8c\u8fdb\u5236\u6587\u4ef6<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">\u8bed\u8a00<\/td><td class=\"has-text-align-left\" data-align=\"left\">Rust\uff08\u8fd9\u4e5f\u662f\u5b83\u540d\u5b57\u7684\u6765\u6e90\uff09<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u200b<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u56e0\u4e3a\u662f\u7528 Rust \u5199\u7684\uff0c\u542f\u52a8\u548c\u6267\u884c\u90fd\u975e\u5e38\u5feb\uff0c\u51e0\u4e4e\u611f\u89c9\u4e0d\u5230\u5b83\u7684\u5b58\u5728\u3002\u4f60\u7167\u5e38\u7528 Claude Code\uff0c\u7167\u5e38\u6267\u884c\u547d\u4ee4\uff0c\u53ea\u662f token \u6d88\u8017\u6084\u6084\u964d\u4e0b\u6765\u4e86\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e3a\u4ec0\u4e48\u80fd\u7701\u8fd9\u4e48\u591a\uff1f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">RTK \u7684\u6838\u5fc3\u662f\u56db\u79cd\u538b\u7f29\u7b56\u7565\uff0c\u9488\u5bf9\u4e0d\u540c\u7c7b\u578b\u7684\u547d\u4ee4\u8f93\u51fa\u505a\u9488\u5bf9\u6027\u5904\u7406\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. \u667a\u80fd\u8fc7\u6ee4<\/h3>\n\n\n\n<h3 class=\"wp-block-heading\">\u8fd9\u662f\u6700\u57fa\u7840\u7684\u4e00\u5c42\u3002\u5b83\u4f1a\u628a\u8f93\u51fa\u91cc\u7684\u201c\u65e0\u6548\u4fe1\u606f\u201d\u8bc6\u522b\u51fa\u6765\u5e76\u5220\u6389\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6ce8\u91ca\u548c\u7a7a\u767d\u884c<\/strong>\uff1a\u4ee3\u7801\u91cc\u7684\u6ce8\u91ca\u3001\u591a\u4f59\u7684\u7a7a\u884c<\/li>\n\n\n\n<li><strong>\u8fdb\u5ea6\u6761\u548c\u52a8\u753b<\/strong>\uff1anpm install\u65f6\u7684\u65cb\u8f6c\u5149\u6807\u3001\u767e\u5206\u6bd4\u8fdb\u5ea6<\/li>\n\n\n\n<li><strong>\u989c\u8272\u63a7\u5236\u5b57\u7b26<\/strong>\uff1a\u7ec8\u7aef\u8f93\u51fa\u7684 ANSI \u989c\u8272\u7801\uff08LLM \u6839\u672c\u4e0d\u9700\u8981\u8fd9\u4e9b\uff09<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e3e\u4e2a\u4f8b\u5b50\uff0cgit push\u7684\u539f\u59cb\u8f93\u51fa\u53ef\u80fd\u6709 15 \u884c\u7ea6 200 token\uff0c\u91cc\u9762\u5305\u542b\u8fdc\u7a0b\u4ed3\u5e93\u4fe1\u606f\u3001\u5bf9\u8c61\u8ba1\u6570\u3001\u538b\u7f29\u8fdb\u5ea6\u7b49\u3002\u7ecf\u8fc7 RTK \u8fc7\u6ee4\u540e\uff0c\u53ef\u80fd\u53ea\u5269\u4e00\u884cok main\uff0c\u7ea6 10 token\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2. \u5206\u7ec4\u805a\u5408<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f53\u8f93\u51fa\u5305\u542b\u5927\u91cf\u540c\u7c7b\u4fe1\u606f\u65f6\uff0cRTK \u4f1a\u628a\u5b83\u4eec\u805a\u5408\u6210\u66f4\u7d27\u51d1\u7684\u5f62\u5f0f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6bd4\u5982ls\u5217\u51fa 100 \u4e2a\u6587\u4ef6\uff0c\u539f\u59cb\u8f93\u51fa\u662f 100 \u884c\u3002RTK \u4f1a\u6309\u76ee\u5f55\u6216\u7c7b\u578b\u5206\u7ec4\uff0c\u8f93\u51fa\u53d8\u6210\u201csrc\/ \u76ee\u5f55\u4e0b 45 \u4e2a .java \u6587\u4ef6\u201d\u3001\u201ctest\/ \u76ee\u5f55\u4e0b 20 \u4e2a .java \u6587\u4ef6\u201d\u8fd9\u6837\u7684\u6458\u8981\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b9e\u6d4b\u6570\u636e\uff1als \/ tree\u7c7b\u547d\u4ee4\uff0c<strong>2000 \u2192 400 token<\/strong>\uff0c\u7701 80%\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3. \u622a\u65ad\u4fdd\u7559<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5bf9\u4e8e\u957f\u8f93\u51fa\uff0cRTK \u4f1a\u667a\u80fd\u622a\u65ad\uff0c\u4f46\u4fdd\u7559\u5173\u952e\u90e8\u5206\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6bd4\u5982\u6d4b\u8bd5\u5931\u8d25\u65f6\uff0c\u5b83\u4e0d\u4f1a\u628a\u6240\u6709\u901a\u8fc7\u7684\u6d4b\u8bd5\u7528\u4f8b\u90fd\u5217\u51fa\u6765\uff0c\u800c\u662f\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4fdd\u7559\u5931\u8d25\u7684\u6d4b\u8bd5\u8be6\u60c5<\/li>\n\n\n\n<li>\u4fdd\u7559\u9519\u8bef\u5806\u6808<\/li>\n\n\n\n<li>\u901a\u8fc7\u7684\u6d4b\u8bd5\u53ea\u663e\u793a\u6458\u8981\uff1a&#8221;95 tests passed&#8221;<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b9e\u6d4b\u6570\u636e\uff1acargo test \/ npm test\u7c7b\u547d\u4ee4\uff0c<strong>25000 \u2192 2500 token<\/strong>\uff0c\u7701 90%\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4. \u53bb\u91cd\u5408\u5e76<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f88\u591a\u547d\u4ee4\u4f1a\u6709\u91cd\u590d\u7684\u8f93\u51fa\u6a21\u5f0f\uff0c\u6bd4\u5982\u6784\u5efa\u65e5\u5fd7\u91cc\u53cd\u590d\u51fa\u73b0\u7684 &#8220;Compiling&#8230;&#8221;\u3001\u5bb9\u5668\u65e5\u5fd7\u91cc\u7684\u65f6\u95f4\u6233\u524d\u7f00\u3002RTK \u4f1a\u8bc6\u522b\u8fd9\u4e9b\u91cd\u590d\u6a21\u5f0f\uff0c\u5408\u5e76\u6210\u4e00\u884c\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u652f\u6301\u54ea\u4e9b\u547d\u4ee4\uff1f<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">RTK \u76ee\u524d\u652f\u6301 30+ \u547d\u4ee4\uff0c\u8986\u76d6\u5927\u90e8\u5206\u65e5\u5e38\u5f00\u53d1\u573a\u666f\uff1a<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u200b<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th class=\"has-text-align-left\" data-align=\"left\">\u7c7b\u522b<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u652f\u6301\u7684\u547d\u4ee4<\/th><\/tr><\/thead><tbody><tr><td class=\"has-text-align-left\" data-align=\"left\"><strong>\u6587\u4ef6\u7c7b<\/strong><\/td><td class=\"has-text-align-left\" data-align=\"left\">ls\u3001read\u3001find\u3001grep\u3001cat\u3001tree<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\"><strong>Git \u7c7b<\/strong><\/td><td class=\"has-text-align-left\" data-align=\"left\">status\u3001log\u3001diff\u3001push\u3001pull<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\"><strong>\u6d4b\u8bd5\u7c7b<\/strong><\/td><td class=\"has-text-align-left\" data-align=\"left\">cargo test\u3001npm test\u3001pytest\u3001go test<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\"><strong>\u6784\u5efa\u7c7b<\/strong><\/td><td class=\"has-text-align-left\" data-align=\"left\">cargo build\u3001tsc\u3001eslint\u3001ruff<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\"><strong>\u5bb9\u5668\u7c7b<\/strong><\/td><td class=\"has-text-align-left\" data-align=\"left\">docker ps\u3001docker logs\u3001kubectl pods<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u200b<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u57fa\u672c\u4e0a\uff0c\u4f60\u7528 AI \u7f16\u7a0b\u52a9\u624b\u65f6\u9891\u7e41\u6267\u884c\u7684\u547d\u4ee4\uff0cRTK \u90fd\u80fd\u5904\u7406\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u600e\u4e48\u7528\uff1f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b89\u88c5\u975e\u5e38\u7b80\u5355\uff0c\u4e24\u79cd\u65b9\u5f0f\u4efb\u9009\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u65b9\u5f0f\u4e00\uff1aHomebrew\uff08\u63a8\u8350\uff09<\/h3>\n\n\n\n<pre class=\"wp-block-preformatted\">brew install rtk<\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">\u65b9\u5f0f\u4e8c\uff1acurl \u811a\u672c<\/h3>\n\n\n\n<pre class=\"wp-block-preformatted\">curl -fsSL https:\/\/raw.githubusercontent.com\/rtk-ai\/rtk\/refs\/heads\/master\/install.sh | sh<\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">\u5b89\u88c5\u5b8c\u6210\u540e\u9a8c\u8bc1\uff1a<\/h3>\n\n\n\n<pre class=\"wp-block-preformatted\">rtk --version<\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">\u914d\u5408 Claude Code\/Codex\/OpenCode \u4f7f\u7528<\/h3>\n\n\n\n<h3 class=\"wp-block-heading\">\u53ea\u9700\u8981\u6267\u884c\u4e00\u6b21\u521d\u59cb\u5316\uff1a<\/h3>\n\n\n\n<pre class=\"wp-block-preformatted\"># Claude Codertk init -g# Codexrtk init -g --codex# OpenCodertk init -g --opencode<\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">-g\u8868\u793a\u5168\u5c40\u914d\u7f6e\uff0c\u4e4b\u540e\u4f60\u5728\u4efb\u4f55\u76ee\u5f55\u542f\u52a8 Claude Code\/Codex\/OpenCode\uff0cRTK \u90fd\u4f1a\u81ea\u52a8\u63a5\u7ba1\u547d\u4ee4\u8f93\u51fa\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/icJuV9QZRqg44ZicUWaSI6dMAvQNfb6oxALjicW7Qsj6uRmN3mhLLfNGslE7e8g7RPOKX7SyriboSIaibJt5fAqgY95sooYNKOI0bpibbJWxicoEEo\/640?wx_fmt=png&amp;from=appmsg'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  decoding=\"async\" data-original=\"https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/icJuV9QZRqg44ZicUWaSI6dMAvQNfb6oxALjicW7Qsj6uRmN3mhLLfNGslE7e8g7RPOKX7SyriboSIaibJt5fAqgY95sooYNKOI0bpibbJWxicoEEo\/640?wx_fmt=png&amp;from=appmsg\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\"\/><\/div><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u91cd\u542f Claude Code\/Codex\/OpenCode\uff0c\u5c31\u751f\u6548\u4e86\u3002\u4e4b\u540e\u4f60\u6267\u884c\u7684\u547d\u4ee4\u4f1a\u81ea\u52a8\u88ab RTK \u538b\u7f29\u8fc7\u6ee4\uff0c\u5b8c\u5168\u65e0\u611f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Cursor\u3001Windsurf \u7b49 AI \u7f16\u7a0b IDE \u4e5f\u662f\u9002\u7528\u7684\uff0c\u751a\u81f3 OpenClaw \u90fd\u80fd\u7528\u3002<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\"># Cursorrtk init -g --agent cursor# Windsurfrtk init --agent windsurf# OpenClawopenclaw plugins install .\/openclaw<\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">\u5982\u679c\u8981\u5378\u8f7d\u7684\u8bdd\uff0c\u4e5f\u662f\u4e00\u884c\u547d\u4ee4\u5373\u53ef\uff1a<\/h3>\n\n\n\n<pre class=\"wp-block-preformatted\">rtk init -g --uninstall<\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">\u7701\u4e86\u591a\u5c11\uff1f<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u5404\u7c7b\u547d\u4ee4\u7684\u538b\u7f29\u6548\u679c<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u200b<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th class=\"has-text-align-left\" data-align=\"left\">\u547d\u4ee4\u7c7b\u578b<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u539f\u59cb Token<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u538b\u7f29\u540e<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u8282\u7701\u6bd4\u4f8b<\/th><\/tr><\/thead><tbody><tr><td class=\"has-text-align-left\" data-align=\"left\">ls \/ tree<\/td><td class=\"has-text-align-left\" data-align=\"left\">2000<\/td><td class=\"has-text-align-left\" data-align=\"left\">400<\/td><td class=\"has-text-align-left\" data-align=\"left\">80%<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">cat \/ read<\/td><td class=\"has-text-align-left\" data-align=\"left\">40000<\/td><td class=\"has-text-align-left\" data-align=\"left\">12000<\/td><td class=\"has-text-align-left\" data-align=\"left\">70%<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">git status<\/td><td class=\"has-text-align-left\" data-align=\"left\">3000<\/td><td class=\"has-text-align-left\" data-align=\"left\">600<\/td><td class=\"has-text-align-left\" data-align=\"left\">80%<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">cargo test \/ npm test<\/td><td class=\"has-text-align-left\" data-align=\"left\">25000<\/td><td class=\"has-text-align-left\" data-align=\"left\">2500<\/td><td class=\"has-text-align-left\" data-align=\"left\">90%<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u200b<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u67e5\u770b\u8282\u7701\u7edf\u8ba1<\/h3>\n\n\n\n<h3 class=\"wp-block-heading\">RTK \u63d0\u4f9b\u4e86\u4e00\u4e2a\u547d\u4ee4\u67e5\u770b token \u8282\u7701\u60c5\u51b5\uff1a<\/h3>\n\n\n\n<pre class=\"wp-block-preformatted\">rtk gain<\/pre>\n\n\n\n<figure class=\"wp-block-image\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/mmbiz.qpic.cn\/mmbiz_png\/icJuV9QZRqg5PmopuH8wFBX2WXzIqfKJ87gHAZ0VqsJKiaeWky8jPW8ef0SFwhXfK6FAcpJMHOPqIdm0YOdPc1o2zpJs7f0BaiaffkmofRXPO8\/640?wx_fmt=png&amp;from=appmsg'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  decoding=\"async\" data-original=\"https:\/\/mmbiz.qpic.cn\/mmbiz_png\/icJuV9QZRqg5PmopuH8wFBX2WXzIqfKJ87gHAZ0VqsJKiaeWky8jPW8ef0SFwhXfK6FAcpJMHOPqIdm0YOdPc1o2zpJs7f0BaiaffkmofRXPO8\/640?wx_fmt=png&amp;from=appmsg\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\"\/><\/div><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u52a0\u4e0a&#8211;graph\u53c2\u6570\u8fd8\u80fd\u770b 30 \u5929\u8d8b\u52bf\u56fe\uff1a<\/h3>\n\n\n\n<pre class=\"wp-block-preformatted\">rtk gain --graph<\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u52a0\u4e0a&#8211;daily\/&#8211;weekly\/&#8211;monthly \u8fd8\u80fd\u6309\u5929\/\u5468\/\u6708\u67e5\u770b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/mmbiz.qpic.cn\/mmbiz_png\/icJuV9QZRqg4oFJfFYZuOOicLuCgdq9T4dYzficSh7YArjkCRYRttmkehxPqRKk6MEKudRWwHS00LF0iaHc4ic7RynJaWJtKrnfpbbmpibyH3YauI\/640?wx_fmt=png&amp;from=appmsg'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  decoding=\"async\" data-original=\"https:\/\/mmbiz.qpic.cn\/mmbiz_png\/icJuV9QZRqg4oFJfFYZuOOicLuCgdq9T4dYzficSh7YArjkCRYRttmkehxPqRKk6MEKudRWwHS00LF0iaHc4ic7RynJaWJtKrnfpbbmpibyH3YauI\/640?wx_fmt=png&amp;from=appmsg\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\"\/><\/div><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u6709\u7528\u6237\u53cd\u9988\u5728 Claude Code \u4e0a\u8282\u7701\u4e86<strong>10M token\uff0889%\uff09<\/strong>\u3002\u6309\u5f53\u524d Claude \u7684\u5b9a\u4ef7\u7b97\uff0c\u8fd9\u662f\u4e00\u7b14\u4e0d\u5c0f\u7684\u8d39\u7528\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/icJuV9QZRqg7CgkUChG7lGcT1ibHfNWCsCMnkeefNwfRJPOe7XnBRero3tevoECH1NEQpeHLkhAxyPlXxFXu6GicbCjWT90njO2AibzXzCGWH7g\/640?wx_fmt=png&amp;from=appmsg'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  decoding=\"async\" data-original=\"https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/icJuV9QZRqg7CgkUChG7lGcT1ibHfNWCsCMnkeefNwfRJPOe7XnBRero3tevoECH1NEQpeHLkhAxyPlXxFXu6GicbCjWT90njO2AibzXzCGWH7g\/640?wx_fmt=png&amp;from=appmsg\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\"\/><\/div><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e0e\u5176\u4ed6\u65b9\u6848\u5bf9\u6bd4<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">RTK \u4e0d\u662f\u552f\u4e00\u80fd\u7701 token \u7684\u65b9\u6848\uff0c\u4f46\u5b83\u89e3\u51b3\u7684\u95ee\u9898\u5f88\u805a\u7126\u3002\u6765\u770b\u770b\u51e0\u4e2a\u5e38\u89c1\u65b9\u6848\u7684\u5bf9\u6bd4\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u200b<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th class=\"has-text-align-left\" data-align=\"left\">\u65b9\u6848<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u539f\u7406<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u6548\u679c<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u9002\u7528\u573a\u666f<\/th><\/tr><\/thead><tbody><tr><td class=\"has-text-align-left\" data-align=\"left\"><strong>RTK<\/strong><\/td><td class=\"has-text-align-left\" data-align=\"left\">\u538b\u7f29\u547d\u4ee4\u8f93\u51fa<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u6700\u9ad8 90%<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u9891\u7e41\u6267\u884c\u7ec8\u7aef\u547d\u4ee4\u7684\u573a\u666f<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\"><strong>tokf<\/strong><\/td><td class=\"has-text-align-left\" data-align=\"left\">\u7c7b\u4f3c\u7684 CLI \u8fc7\u6ee4\u5668<\/td><td class=\"has-text-align-left\" data-align=\"left\">~90%<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u4e0e RTK \u7c7b\u4f3c\uff0c\u529f\u80fd\u7a0d\u5c11<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\"><strong>.claudeignore<\/strong><\/td><td class=\"has-text-align-left\" data-align=\"left\">\u6392\u9664\u7279\u5b9a\u6587\u4ef6\/\u76ee\u5f55<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u89c6\u9879\u76ee\u800c\u5b9a<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u51cf\u5c11\u4e0d\u5fc5\u8981\u6587\u4ef6\u8fdb\u5165\u4e0a\u4e0b\u6587<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\"><strong>Compact Mode<\/strong><\/td><td class=\"has-text-align-left\" data-align=\"left\">Claude Code \u5185\u7f6e\u538b\u7f29<\/td><td class=\"has-text-align-left\" data-align=\"left\">30-50%<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u63a2\u7d22\u9636\u6bb5\uff0c\u5feb\u901f\u6d4f\u89c8\u4ee3\u7801<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\"><strong>PTC<\/strong><\/td><td class=\"has-text-align-left\" data-align=\"left\">\u79c1\u6709\u5de5\u5177\u8c03\u7528\uff0c\u4e2d\u95f4\u7ed3\u679c\u4e0d\u8fdb\u5165\u4e0a\u4e0b\u6587&nbsp;<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u89c6\u4f7f\u7528\u9891\u7387<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u590d\u6742\u4efb\u52a1\u94fe\uff0c\u51cf\u5c11\u4e2d\u95f4\u6001<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u200b<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u600e\u4e48\u9009\uff1f<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5982\u679c\u4f60\u4e3b\u8981\u7528 AI \u6267\u884c\u7ec8\u7aef\u547d\u4ee4\uff08\u6d4b\u8bd5\u3001\u6784\u5efa\u3001git \u64cd\u4f5c\uff09\uff0c<strong>RTK \u6216 tokf \u662f\u9996\u9009<\/strong><\/li>\n\n\n\n<li>\u5982\u679c\u4f60\u60f3\u51cf\u5c11\u4ee3\u7801\u6587\u4ef6\u8fdb\u5165\u4e0a\u4e0b\u6587\uff0c\u7528<strong>.claudeignore<\/strong><\/li>\n\n\n\n<li>\u5982\u679c\u4f60\u5728\u63a2\u7d22\u9636\u6bb5\u60f3\u5feb\u901f\u6d4f\u89c8\uff0c\u5f00<strong>Compact Mode<\/strong><\/li>\n\n\n\n<li>\u8fd9\u4e9b\u65b9\u6848<strong>\u53ef\u4ee5\u53e0\u52a0\u4f7f\u7528<\/strong><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u6709\u4ec0\u4e48\u5c40\u9650\u6027\uff1f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u4efb\u4f55\u5de5\u5177\u90fd\u6709\u8fb9\u754c\uff0cRTK \u4e5f\u4e0d\u4f8b\u5916\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. \u4fe1\u606f\u4e22\u5931\u98ce\u9669<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u538b\u7f29\u7684\u672c\u8d28\u662f\u201c\u5220\u51cf\u201d\uff0c\u67d0\u4e9b\u573a\u666f\u4e0b\u53ef\u80fd\u4f1a\u5220\u6389\u4f60\u771f\u6b63\u9700\u8981\u7684\u4fe1\u606f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6bd4\u5982\u8c03\u8bd5\u4e00\u4e2a\u5076\u53d1\u7684\u6d4b\u8bd5\u5931\u8d25\uff0c\u4f60\u53ef\u80fd\u9700\u8981\u770b\u5230\u5b8c\u6574\u7684\u6d4b\u8bd5\u8f93\u51fa\uff0c\u800c\u4e0d\u662f\u88ab\u538b\u7f29\u540e\u7684\u6458\u8981\u3002\u8fd9\u65f6\u5019\u53ef\u4ee5\u4e34\u65f6\u7981\u7528 RTK\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">rtk off<\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">\u8c03\u8bd5\u5b8c\u518d\u5f00\uff1a<\/h3>\n\n\n\n<pre class=\"wp-block-preformatted\">rtk on<\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">2. \u975e\u6807\u51c6\u547d\u4ee4\u652f\u6301\u6709\u9650<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">RTK \u5185\u7f6e\u4e86\u5bf9\u5e38\u89c1\u547d\u4ee4\u7684\u89e3\u6790\u89c4\u5219\uff0c\u4f46\u5bf9\u4e8e\u4e00\u4e9b\u975e\u6807\u51c6\u683c\u5f0f\u3001\u81ea\u5b9a\u4e49\u811a\u672c\u7684\u8f93\u51fa\uff0c\u538b\u7f29\u6548\u679c\u53ef\u80fd\u4e0d\u5982\u9884\u671f\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u603b\u7ed3<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">RTK \u89e3\u51b3\u7684\u95ee\u9898\u5f88\u5c0f\u4f17\u4f46\u5f88\u771f\u5b9e\uff1a<strong>AI \u7f16\u7a0b\u52a9\u624b\u7684 token \u6d88\u8017\uff0c\u5f88\u5927\u4e00\u90e8\u5206\u662f\u88ab\u201c\u547d\u4ee4\u8f93\u51fa\u566a\u97f3\u201d\u5403\u6389\u7684<\/strong>\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/mmbiz.qpic.cn\/mmbiz_png\/icJuV9QZRqg5xkgsoaAngfIx8AVuv132S1RswKOR1WX8du0vsbibKUALGIb9QM0Aydqed6BWSORUqGrpvajibicPBQftuFrcyoZBl4MzHQK4bIM\/640?wx_fmt=png&amp;from=appmsg'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  decoding=\"async\" data-original=\"https:\/\/mmbiz.qpic.cn\/mmbiz_png\/icJuV9QZRqg5xkgsoaAngfIx8AVuv132S1RswKOR1WX8du0vsbibKUALGIb9QM0Aydqed6BWSORUqGrpvajibicPBQftuFrcyoZBl4MzHQK4bIM\/640?wx_fmt=png&amp;from=appmsg\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\"\/><\/div><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u5b83\u7684\u4ef7\u503c\u5728\u4e8e\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u7701\u94b1<\/strong>\uff1a80-90% \u7684 token \u8282\u7701\uff0c\u6309\u5f53\u524d\u6a21\u578b\u5b9a\u4ef7\u7b97\uff0c\u56de\u672c\u5f88\u5feb<\/li>\n\n\n\n<li><strong>\u65e0\u611f<\/strong>\uff1a\u5b89\u88c5\u914d\u7f6e\u4e00\u6b21\uff0c\u4e4b\u540e\u5168\u81ea\u52a8\uff0c\u4e0d\u5f71\u54cd\u539f\u6709\u5de5\u4f5c\u6d41<\/li>\n\n\n\n<li><strong>\u805a\u7126<\/strong>\uff1a\u53ea\u505a\u4e00\u4ef6\u4e8b\uff0c\u4e0d\u505a\u5927\u800c\u5168\u7684\u529f\u80fd\u5806\u780c<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u9002\u5408\u7528\u7684\u573a\u666f<\/strong>\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u91cd\u5ea6\u4f7f\u7528 Claude Code\u3001Cursor \u7b49 AI \u7f16\u7a0b\u5de5\u5177<\/li>\n\n\n\n<li>\u9891\u7e41\u6267\u884c\u6d4b\u8bd5\u3001\u6784\u5efa\u3001git \u64cd\u4f5c<\/li>\n\n\n\n<li>token \u6d88\u8017\u662f\u771f\u5b9e\u75db\u70b9\uff08\u65e0\u8bba\u662f\u6210\u672c\u8fd8\u662f\u4e0a\u4e0b\u6587\u4e0a\u9650\uff09<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u4e0d\u592a\u9700\u8981\u7684\u573a\u666f<\/strong>\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5076\u5c14\u7528 AI \u5199\u70b9\u4ee3\u7801\uff0ctoken \u6d88\u8017\u672c\u6765\u5c31\u4f4e<\/li>\n\n\n\n<li>\u4e3b\u8981\u7528 AI \u505a\u4ee3\u7801\u89e3\u91ca\u3001\u6587\u6863\u751f\u6210\uff0c\u5f88\u5c11\u6267\u884c\u547d\u4ee4<\/li>\n\n\n\n<li>\u5df2\u7ecf\u901a\u8fc7\u5176\u4ed6\u65b9\u5f0f\u628a token \u6d88\u8017\u63a7\u5236\u5728\u5408\u7406\u8303\u56f4<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u4f60\u5c5e\u4e8e\u524d\u8005\uff0cRTK \u503c\u5f97\u4e00\u8bd5\u300230 \u79d2\u5b89\u88c5\uff0c\u6548\u679c\u7acb\u7aff\u89c1\u5f71\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9879\u76ee\u5730\u5740\uff1a<strong><a href=\"https:\/\/github.com\/rtk-ai\/rtk\">https:\/\/github.com\/rtk-ai\/rtk<\/a><\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u300cAI \u6838\u5fc3\u6280\u672f\u4e0e\u9762\u8bd5\u5b9e\u6218\u300d\u7cfb\u5217\u6587\u7ae0<\/strong>\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=Mzg2OTA0Njk0OA==&amp;mid=2247552738&amp;idx=1&amp;sn=2f6e724f0b57810ae79c909ff7da8c80&amp;scene=21#wechat_redirect\">7 \u9053 AI \u7f16\u7a0b\u76f8\u5173\u7684\u5f00\u653e\u6027\u9762\u8bd5\u95ee\u9898<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=Mzg2OTA0Njk0OA==&amp;mid=2247552919&amp;idx=1&amp;sn=9f462398d1500b19cbfb38c264877e2c&amp;scene=21#wechat_redirect\">\u4e07\u5b57\u8be6\u89e3 Agent Skills\uff1a\u662f\u4ec0\u4e48\uff1f\u600e\u4e48\u7528\uff1f\u548c Prompt\u3001MCP \u6709\u4ec0\u4e48\u533a\u522b\uff1f<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=Mzg2OTA0Njk0OA==&amp;mid=2247552854&amp;idx=1&amp;sn=3d57370d5eefc250eba1a7263d3e1687&amp;scene=21#wechat_redirect\">\u4e07\u5b57\u8be6\u89e3 RAG \u57fa\u7840\u6982\u5ff5<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=Mzg2OTA0Njk0OA==&amp;mid=2247552854&amp;idx=1&amp;sn=3d57370d5eefc250eba1a7263d3e1687&amp;scene=21#wechat_redirect\">\u4e07\u5b57\u8be6\u89e3 RAG \u5411\u91cf\u7d22\u5f15\u7b97\u6cd5\u548c\u5411\u91cf\u6570\u636e\u5e93<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=Mzg2OTA0Njk0OA==&amp;mid=2247552979&amp;idx=1&amp;sn=d13c59f631a26d3e4ba35fe5d2fe06ff&amp;scene=21#wechat_redirect\">\u4e00\u6587\u641e\u61c2 AI Agent \u6838\u5fc3\u6982\u5ff5\uff1aAgent Loop\u3001Context Engineering\u3001Tools \u6ce8\u518c<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=Mzg2OTA0Njk0OA==&amp;mid=2247553026&amp;idx=1&amp;sn=158a1c17cc7ac0dabc39327764ac312f&amp;scene=21#wechat_redirect\">\u4e07\u5b57\u8be6\u89e3 Agent \u6838\u5fc3\u65b9\u5f0f\uff1a ReAct\u3001Reflection\u3001A2A\u3001Agentic Workflows<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=Mzg2OTA0Njk0OA==&amp;mid=2247553157&amp;idx=1&amp;sn=7ed3704e77849bea3d087b4f1fd6477e&amp;scene=21#wechat_redirect\">\u4e07\u5b57\u62c6\u89e3 MCP\uff0c\u9644\u5e26\u5de5\u7a0b\u5b9e\u8df5<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=Mzg2OTA0Njk0OA==&amp;mid=2247553356&amp;idx=1&amp;sn=1bc975268d0d2e615f625119a525bc8f&amp;scene=21#wechat_redirect\">\u4ece\u96f6\u5f00\u59cb\uff0c\u624b\u64b8\u4e00\u4e2a\u7c7b\u4f3c Claude Code \u7684 AI \u7f16\u7a0b\u667a\u80fd\u4f53<\/a><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u539f\u521b Guide Guide JavaGuide 2026-03-25 17:32 \u4f60\u6709\u6ca1\u6709\u7b97\u8fc7\u4e00\u7b14\u8d26\uff1a\u7528 C [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[16],"tags":[],"class_list":["post-168","post","type-post","status-publish","format-standard","hentry","category-16"],"_links":{"self":[{"href":"https:\/\/muse.lzink.icu\/index.php?rest_route=\/wp\/v2\/posts\/168","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/muse.lzink.icu\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/muse.lzink.icu\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/muse.lzink.icu\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/muse.lzink.icu\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=168"}],"version-history":[{"count":1,"href":"https:\/\/muse.lzink.icu\/index.php?rest_route=\/wp\/v2\/posts\/168\/revisions"}],"predecessor-version":[{"id":169,"href":"https:\/\/muse.lzink.icu\/index.php?rest_route=\/wp\/v2\/posts\/168\/revisions\/169"}],"wp:attachment":[{"href":"https:\/\/muse.lzink.icu\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=168"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/muse.lzink.icu\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=168"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/muse.lzink.icu\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=168"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}