{"id":323,"date":"2026-06-11T09:09:45","date_gmt":"2026-06-11T01:09:45","guid":{"rendered":"https:\/\/win7er.com\/?p=323"},"modified":"2026-06-11T09:09:45","modified_gmt":"2026-06-11T01:09:45","slug":"github-%e6%9c%ac%e5%91%a8%e7%83%ad%e9%97%a8%e5%bc%80%e6%ba%90%e9%a1%b9%e7%9b%ae%e7%9b%98%e7%82%b9%ef%bc%882026%e5%b9%b46%e6%9c%88%e7%ac%ac2%e5%91%a8%ef%bc%89","status":"publish","type":"post","link":"https:\/\/win7er.com\/?p=323","title":{"rendered":"GitHub \u672c\u5468\u70ed\u95e8\u5f00\u6e90\u9879\u76ee\u76d8\u70b9\uff082026\u5e746\u6708\u7b2c2\u5468\uff09"},"content":{"rendered":"<blockquote>\n<p><strong>\u6570\u636e\u65f6\u95f4<\/strong>\uff1a2026\u5e746\u67084\u65e5 &#8211; 6\u670811\u65e5<br \/>\n<strong>\u6570\u636e\u6765\u6e90<\/strong>\uff1aGitHub API \u5b9e\u65f6\u641c\u7d22<br \/>\n<strong>\u7b5b\u9009\u6807\u51c6<\/strong>\uff1a\u672c\u5468\u65b0\u5efa\u4ed3\u5e93\uff0c\u6309 Star \u6570\u6392\u5e8f<\/p>\n<\/blockquote>\n<hr \/>\n<h2 class=\"wp-block-heading\">1. NoopApp\/noop &#8211; \u79bb\u7ebf\u5065\u5eb7\u6570\u636e\u7ba1\u5bb6 \u2b501,391<\/h2>\n<h3 class=\"wp-block-heading\">\u9879\u76ee\u7b80\u4ecb<\/h3>\n<p><strong>Noop<\/strong> \u662f\u4e00\u6b3e\u5f00\u6e90\u7684 WHOOP \u667a\u80fd\u7a7f\u6234\u8bbe\u5907\u4f34\u4fa3\u5e94\u7528\uff0c\u5b8c\u5168\u79bb\u7ebf\u8fd0\u884c\uff0c\u65e0\u9700\u4e91\u7aef\u3001\u65e0\u9700\u8d26\u6237\u3001\u65e0\u9700\u8ba2\u9605\u3002<\/p>\n<h3 class=\"wp-block-heading\">\u6838\u5fc3\u7279\u70b9<\/h3>\n<ul>\n<li>\ud83d\udd12 <strong>\u5b8c\u5168\u79bb\u7ebf<\/strong>\uff1a\u6240\u6709\u6570\u636e\u4fdd\u5b58\u5728\u672c\u5730\u8bbe\u5907\uff0c\u4fdd\u62a4\u9690\u79c1<\/li>\n<li>\ud83d\udcf1 <strong>\u8de8\u5e73\u53f0\u652f\u6301<\/strong>\uff1a\u57fa\u4e8e Swift \u5f00\u53d1\uff0c\u652f\u6301 iOS\/macOS<\/li>\n<li>\ud83d\udd17 <strong>\u84dd\u7259\u76f4\u8fde<\/strong>\uff1a\u76f4\u63a5\u914d\u5bf9 WHOOP \u8bbe\u5907\uff0c\u65e0\u9700\u4e91\u7aef\u4e2d\u8f6c<\/li>\n<li>\ud83c\udfc3 <strong>\u5065\u5eb7\u8ffd\u8e2a<\/strong>\uff1a\u652f\u6301\u5fc3\u7387\u3001\u7761\u7720\u3001\u6062\u590d\u7b49\u6570\u636e\u8ffd\u8e2a<\/li>\n<li>\ud83d\udcca <strong>\u6570\u636e\u53ef\u89c6\u5316<\/strong>\uff1a\u672c\u5730\u56fe\u8868\u5c55\u793a\u5065\u5eb7\u8d8b\u52bf<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">\u89e3\u51b3\u4e86\u4ec0\u4e48\u95ee\u9898<\/h3>\n<p>\u89e3\u51b3\u4e86\u667a\u80fd\u7a7f\u6234\u8bbe\u5907<strong>\u6570\u636e\u9690\u79c1<\/strong>\u548c<strong>\u8ba2\u9605\u8d39\u7528<\/strong>\u4e24\u5927\u75db\u70b9\uff1a<\/p>\n<ul>\n<li>\u4f20\u7edf\u65b9\u6848\uff1aWHOOP \u5b98\u65b9\u5e94\u7528\u9700\u8981 $30\/\u6708 \u8ba2\u9605\u8d39\uff0c\u6570\u636e\u5b58\u50a8\u5728\u4e91\u7aef<\/li>\n<li>Noop \u65b9\u6848\uff1a\u4e00\u6b21\u6027\u514d\u8d39\uff0c\u6570\u636e\u5b8c\u5168\u672c\u5730\u5316\uff0c\u96f6\u8ba2\u9605\u6210\u672c<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">\u4f7f\u7528\u573a\u666f<\/h3>\n<ul>\n<li>\u9690\u79c1\u654f\u611f\u7528\u6237\uff1a\u4e0d\u5e0c\u671b\u5065\u5eb7\u6570\u636e\u4e0a\u4f20\u4e91\u7aef<\/li>\n<li>\u6210\u672c\u654f\u611f\u7528\u6237\uff1a\u4e0d\u60f3\u652f\u4ed8\u6708\u5ea6\u8ba2\u9605\u8d39\u7528<\/li>\n<li>\u6280\u672f\u7231\u597d\u8005\uff1a\u60f3\u6df1\u5165\u4e86\u89e3\u81ea\u5df1\u7684\u5065\u5eb7\u6570\u636e<\/li>\n<li>\u65ad\u7f51\u73af\u5883\uff1a\u6237\u5916\u3001\u65c5\u884c\u7b49\u65e0\u7f51\u7edc\u73af\u5883\u4e0b\u4f7f\u7528<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">\u90e8\u7f72\u4e0e\u914d\u7f6e<\/h3>\n<pre><code class=\"lang-bash language-bash bash\"># 1. \u514b\u9686\u4ed3\u5e93\ngit clone https:\/\/github.com\/NoopApp\/noop.git\ncd noop\n\n# 2. \u5b89\u88c5\u4f9d\u8d56\uff08\u9700\u8981 Xcode \u548c Swift \u5de5\u5177\u94fe\uff09\nswift package resolve\n\n# 3. \u6784\u5efa\u9879\u76ee\nswift build\n\n# 4. \u8fd0\u884c\u5e94\u7528\nswift run<\/code><\/pre>\n<p><strong>\u7cfb\u7edf\u8981\u6c42<\/strong>\uff1a<\/p>\n<ul>\n<li>macOS 14+ \u6216 iOS 17+<\/li>\n<li>WHOOP 4.0 \u8bbe\u5907\uff08\u652f\u6301\u84dd\u7259\u914d\u5bf9\uff09<\/li>\n<li>Xcode 16+<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">\u672a\u6765\u8d8b\u52bf<\/h3>\n<ul>\n<li>\u9884\u8ba1\u652f\u6301\u66f4\u591a\u667a\u80fd\u7a7f\u6234\u8bbe\u5907\uff08Apple Watch\u3001Garmin \u7b49\uff09<\/li>\n<li>\u793e\u533a\u53ef\u80fd\u5f00\u53d1\u5065\u5eb7\u6570\u636e\u5bfc\u51fa\u529f\u80fd\uff08\u652f\u6301\u5bfc\u51fa\u5230 Apple Health\uff09<\/li>\n<li>\u6709\u671b\u6210\u4e3a<strong>\u9690\u79c1\u4f18\u5148\u5065\u5eb7\u6570\u636e\u7ba1\u7406<\/strong>\u7684\u6807\u6746\u9879\u76ee<\/li>\n<\/ul>\n<hr \/>\n<h2 class=\"wp-block-heading\">2. shadcn\/improve &#8211; AI \u4ee3\u7801\u5ba1\u8ba1\u52a9\u624b \u2b50840<\/h2>\n<h3 class=\"wp-block-heading\">\u9879\u76ee\u7b80\u4ecb<\/h3>\n<p><strong>improve<\/strong> \u662f\u4e00\u6b3e\u7531 shadcn \u5f00\u53d1\u7684\u667a\u80fd\u4ee3\u7801\u5ba1\u8ba1\u5de5\u5177\uff0c\u6838\u5fc3\u7406\u5ff5\u662f<strong>&#8220;\u7528\u6700\u5f3a\u6a21\u578b\u5ba1\u8ba1\uff0c\u8ba9\u6700\u4fbf\u5b9c\u7684\u6a21\u578b\u6267\u884c&#8221;<\/strong>\u3002<\/p>\n<h3 class=\"wp-block-heading\">\u6838\u5fc3\u7279\u70b9<\/h3>\n<ul>\n<li>\ud83e\udde0 <strong>\u667a\u80fd\u5206\u5c42<\/strong>\uff1a\u4f7f\u7528 GPT-4\/Opus \u7b49\u9ad8\u7ea7\u6a21\u578b\u5206\u6790\u4ee3\u7801\u67b6\u6784<\/li>\n<li>\ud83d\udcb0 <strong>\u6210\u672c\u4f18\u5316<\/strong>\uff1a\u5ba1\u8ba1\u5b8c\u6210\u540e\uff0c\u7528 cheaper \u6a21\u578b\u6267\u884c\u5177\u4f53\u6539\u8fdb<\/li>\n<li>\ud83d\udccb <strong>\u751f\u6210\u8ba1\u5212<\/strong>\uff1a\u8f93\u51fa\u7ed3\u6784\u5316\u7684\u6539\u8fdb\u8ba1\u5212\u6587\u6863<\/li>\n<li>\ud83d\udd04 <strong>\u53ef\u6267\u884c<\/strong>\uff1a\u8ba1\u5212\u53ef\u4ee5\u76f4\u63a5\u4ea4\u7ed9 AI \u7f16\u7801\u52a9\u624b\u6267\u884c<\/li>\n<li>\ud83c\udfaf <strong>\u7cbe\u51c6\u5ba1\u8ba1<\/strong>\uff1a\u9488\u5bf9\u4ee3\u7801\u8d28\u91cf\u3001\u6027\u80fd\u3001\u5b89\u5168\u8fdb\u884c\u6df1\u5ea6\u5206\u6790<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">\u89e3\u51b3\u4e86\u4ec0\u4e48\u95ee\u9898<\/h3>\n<p>\u89e3\u51b3\u4e86 AI \u8f85\u52a9\u7f16\u7a0b\u4e2d\u7684<strong>\u6210\u672c\u63a7\u5236<\/strong>\u548c<strong>\u8d28\u91cf\u4fdd\u969c<\/strong>\u95ee\u9898\uff1a<\/p>\n<ul>\n<li>\u95ee\u9898\uff1a\u5168\u7528\u9ad8\u7ea7\u6a21\u578b\u592a\u8d35\uff0c\u5168\u7528\u4fbf\u5b9c\u6a21\u578b\u8d28\u91cf\u5dee<\/li>\n<li>\u65b9\u6848\uff1a\u5206\u5c42\u7b56\u7565\uff0c\u9ad8\u6a21\u578b\u505a\u89c4\u5212\uff0c\u4f4e\u6a21\u578b\u505a\u6267\u884c<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">\u4f7f\u7528\u573a\u666f<\/h3>\n<ul>\n<li>\u4ee3\u7801\u5ba1\u67e5\uff1a\u5b9a\u671f\u5bf9\u4ee3\u7801\u5e93\u8fdb\u884c\u8d28\u91cf\u5ba1\u8ba1<\/li>\n<li>\u6280\u672f\u503a\u52a1\u7ba1\u7406\uff1a\u8bc6\u522b\u5e76\u89c4\u5212\u507f\u8fd8\u6280\u672f\u503a\u52a1<\/li>\n<li>\u65b0\u9879\u76ee\u542f\u52a8\uff1a\u5728\u5f00\u53d1\u524d\u5236\u5b9a\u4ee3\u7801\u89c4\u8303\u8ba1\u5212<\/li>\n<li>\u56e2\u961f\u534f\u4f5c\uff1a\u7edf\u4e00\u4ee3\u7801\u6539\u8fdb\u6807\u51c6<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">\u90e8\u7f72\u4e0e\u914d\u7f6e<\/h3>\n<pre><code class=\"lang-bash language-bash bash\"># 1. \u5b89\u88c5 improve\nnpm install -g @shadcn\/improve\n\n# 2. \u914d\u7f6e API \u5bc6\u94a5\nexport OPENAI_API_KEY=&quot;sk-xxx&quot;\nexport ANTHROPIC_API_KEY=&quot;sk-xxx&quot;\n\n# 3. \u8fd0\u884c\u5ba1\u8ba1\nimprove audit --path .\/src --output plan.md\n\n# 4. \u67e5\u770b\u5ba1\u8ba1\u8ba1\u5212\ncat plan.md<\/code><\/pre>\n<p><strong>\u914d\u7f6e\u6587\u4ef6\u793a\u4f8b<\/strong>\uff08<code>improve.config.json<\/code>\uff09\uff1a<\/p>\n<pre><code class=\"lang-json language-json json\">{\n  &quot;audit&quot;: {\n    &quot;model&quot;: &quot;gpt-4&quot;,\n    &quot;focus&quot;: [&quot;performance&quot;, &quot;security&quot;, &quot;maintainability&quot;]\n  },\n  &quot;execute&quot;: {\n    &quot;model&quot;: &quot;gpt-3.5-turbo&quot;,\n    &quot;max_files&quot;: 10\n  }\n}<\/code><\/pre>\n<h3 class=\"wp-block-heading\">\u672a\u6765\u8d8b\u52bf<\/h3>\n<ul>\n<li>\u9884\u8ba1\u96c6\u6210\u5230\u4e3b\u6d41 IDE\uff08VS Code\u3001Cursor\uff09<\/li>\n<li>\u53ef\u80fd\u652f\u6301\u66f4\u591a\u6a21\u578b\u63d0\u4f9b\u5546\uff08Gemini\u3001Claude\u3001\u672c\u5730\u6a21\u578b\uff09<\/li>\n<li>\u6709\u671b\u6210\u4e3a AI \u8f85\u52a9\u7f16\u7a0b\u7684<strong>\u6807\u51c6\u5de5\u4f5c\u6d41\u5de5\u5177<\/strong><\/li>\n<\/ul>\n<hr \/>\n<h2 class=\"wp-block-heading\">3. JimLiu\/baoyu-design &#8211; \u672c\u5730 AI \u8bbe\u8ba1\u52a9\u624b \u2b50687<\/h2>\n<h3 class=\"wp-block-heading\">\u9879\u76ee\u7b80\u4ecb<\/h3>\n<p><strong>baoyu-design<\/strong>\uff08\u5b9d\u7389\u8bbe\u8ba1\uff09\u8ba9\u4f60<strong>\u672c\u5730\u8fd0\u884c Claude Design<\/strong>\uff0c\u4f5c\u4e3a Agent Skill \u96c6\u6210\u5230 Cursor\u3001Claude Code \u7b49\u5de5\u5177\u4e2d\uff0c\u751f\u6210\u7cbe\u7f8e\u7684 UI \u539f\u578b\u3001\u7ebf\u6846\u56fe\u548c\u6f14\u793a\u6587\u7a3f\u3002<\/p>\n<h3 class=\"wp-block-heading\">\u6838\u5fc3\u7279\u70b9<\/h3>\n<ul>\n<li>\ud83c\udfa8 <strong>\u672c\u5730\u8fd0\u884c<\/strong>\uff1a\u65e0\u9700 claude.ai\/design\uff0c\u5b8c\u5168\u672c\u5730\u751f\u6210<\/li>\n<li>\ud83d\udce6 <strong>\u81ea\u5305\u542b HTML<\/strong>\uff1a\u8f93\u51fa\u72ec\u7acb\u7684 HTML \u6587\u4ef6\uff0c\u53ef\u76f4\u63a5\u9884\u89c8<\/li>\n<li>\ud83d\udd04 <strong>Agent \u96c6\u6210<\/strong>\uff1a\u652f\u6301 Cursor\u3001Claude Code\u3001OpenClaw \u7b49<\/li>\n<li>\ud83c\udfaf <strong>\u9ad8\u8d28\u91cf\u8f93\u51fa<\/strong>\uff1a\u6700\u4f73\u914d\u5408 Claude Opus 4.8 \u4f7f\u7528<\/li>\n<li>\ud83d\udcf1 <strong>\u591a\u7528\u9014<\/strong>\uff1a\u652f\u6301 UI mockups\u3001\u539f\u578b\u3001\u6f14\u793a\u6587\u7a3f\u3001\u7ebf\u6846\u56fe<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">\u89e3\u51b3\u4e86\u4ec0\u4e48\u95ee\u9898<\/h3>\n<p>\u89e3\u51b3\u4e86 AI \u8bbe\u8ba1\u5de5\u5177\u7684<strong>\u9690\u79c1<\/strong>\u548c<strong>\u6210\u672c<\/strong>\u95ee\u9898\uff1a<\/p>\n<ul>\n<li>\u4f20\u7edf\u65b9\u6848\uff1aClaude Design \u9700\u8981\u8054\u7f51\u4f7f\u7528\uff0c\u6570\u636e\u4e0a\u4f20\u4e91\u7aef<\/li>\n<li>baoyu \u65b9\u6848\uff1a\u672c\u5730\u8fd0\u884c\uff0c\u8bbe\u8ba1\u7a3f\u4e0d\u79bb\u5f00\u672c\u673a\uff0c\u96f6 API \u8d39\u7528\uff08\u4f7f\u7528\u672c\u5730\u6a21\u578b\uff09<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">\u4f7f\u7528\u573a\u666f<\/h3>\n<ul>\n<li>\u4ea7\u54c1\u539f\u578b\uff1a\u5feb\u901f\u751f\u6210\u4ea7\u54c1\u754c\u9762\u539f\u578b<\/li>\n<li>\u6f14\u793a\u6587\u7a3f\uff1a\u5236\u4f5c\u7cbe\u7f8e\u7684\u4ea7\u54c1\u5c55\u793a<\/li>\n<li>\u7ebf\u6846\u56fe\uff1a\u5feb\u901f\u7ed8\u5236\u9875\u9762\u5e03\u5c40<\/li>\n<li>\u8bbe\u8ba1\u63a2\u7d22\uff1a\u5c1d\u8bd5\u4e0d\u540c\u8bbe\u8ba1\u98ce\u683c<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">\u90e8\u7f72\u4e0e\u914d\u7f6e<\/h3>\n<pre><code class=\"lang-bash language-bash bash\"># 1. \u514b\u9686\u4ed3\u5e93\ngit clone https:\/\/github.com\/JimLiu\/baoyu-design.git\ncd baoyu-design\n\n# 2. \u5b89\u88c5\u4f9d\u8d56\nnpm install\n\n# 3. \u914d\u7f6e\u672c\u5730\u6a21\u578b\uff08\u63a8\u8350 Ollama\uff09\nollama pull llama3.1:70b\n\n# 4. \u542f\u52a8\u8bbe\u8ba1\u52a9\u624b\nnpm start\n\n# 5. \u5728 Cursor\/Claude Code \u4e2d\u4f7f\u7528\n# \u6dfb\u52a0 skill: baoyu-design<\/code><\/pre>\n<p><strong>OpenClaw \u914d\u7f6e\u793a\u4f8b<\/strong>\uff08<code>skills\/baoyu-design.json<\/code>\uff09\uff1a<\/p>\n<pre><code class=\"lang-json language-json json\">{\n  &quot;name&quot;: &quot;baoyu-design&quot;,\n  &quot;command&quot;: &quot;node index.js&quot;,\n  &quot;model&quot;: &quot;claude-opus-4-8&quot;,\n  &quot;output&quot;: &quot;html&quot;\n}<\/code><\/pre>\n<h3 class=\"wp-block-heading\">\u672a\u6765\u8d8b\u52bf<\/h3>\n<ul>\n<li>\u53ef\u80fd\u652f\u6301\u66f4\u591a\u8bbe\u8ba1\u8f93\u51fa\u683c\u5f0f\uff08Figma\u3001Sketch\u3001PDF\uff09<\/li>\n<li>\u9884\u8ba1\u96c6\u6210\u8bbe\u8ba1\u7cfb\u7edf\uff08\u81ea\u52a8\u9075\u5faa\u54c1\u724c\u89c4\u8303\uff09<\/li>\n<li>\u6709\u671b\u6210\u4e3a<strong>\u672c\u5730 AI \u8bbe\u8ba1\u5de5\u4f5c\u6d41<\/strong>\u7684\u6838\u5fc3\u7ec4\u4ef6<\/li>\n<\/ul>\n<hr \/>\n<h2 class=\"wp-block-heading\">4. apple\/coreai-models &#8211; \u82f9\u679c\u8bbe\u5907 AI \u6a21\u578b\u5de5\u5177\u5305 \u2b50615<\/h2>\n<h3 class=\"wp-block-heading\">\u9879\u76ee\u7b80\u4ecb<\/h3>\n<p><strong>coreai-models<\/strong> \u662f Apple \u5b98\u65b9\u53d1\u5e03\u7684\u8bbe\u5907\u7aef AI \u5f00\u53d1\u5de5\u5177\u5305\uff0c\u63d0\u4f9b\u6a21\u578b\u5bfc\u51fa\u914d\u65b9\u3001Python \u539f\u8bed\u548c Swift \u8fd0\u884c\u65f6\u5de5\u5177\u3002<\/p>\n<h3 class=\"wp-block-heading\">\u6838\u5fc3\u7279\u70b9<\/h3>\n<ul>\n<li>\ud83c\udf4e <strong>\u5b98\u65b9\u51fa\u54c1<\/strong>\uff1aApple \u5f00\u6e90\uff0c\u54c1\u8d28\u4fdd\u8bc1<\/li>\n<li>\ud83d\udcf1 <strong>\u8bbe\u5907\u4f18\u5148<\/strong>\uff1a\u4e13\u4e3a iPhone\/iPad\/Mac \u7684 Neural Engine \u4f18\u5316<\/li>\n<li>\ud83d\udd27 <strong>\u5b8c\u6574\u5de5\u5177\u94fe<\/strong>\uff1aPython \u8bad\u7ec3 \u2192 \u5bfc\u51fa \u2192 Swift \u90e8\u7f72<\/li>\n<li>\u26a1 <strong>\u9ad8\u6027\u80fd<\/strong>\uff1a\u9488\u5bf9 Apple Silicon \u4f18\u5316\u63a8\u7406\u901f\u5ea6<\/li>\n<li>\ud83e\udde0 <strong>\u591a\u6a21\u6001\u652f\u6301<\/strong>\uff1a\u652f\u6301\u89c6\u89c9\u3001\u8bed\u8a00\u3001\u97f3\u9891\u6a21\u578b<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">\u89e3\u51b3\u4e86\u4ec0\u4e48\u95ee\u9898<\/h3>\n<p>\u89e3\u51b3\u4e86 iOS\/macOS \u5f00\u53d1\u8005\u7684<strong>AI \u6a21\u578b\u90e8\u7f72<\/strong>\u96be\u9898\uff1a<\/p>\n<ul>\n<li>\u95ee\u9898\uff1aPyTorch\/TensorFlow \u6a21\u578b\u96be\u4ee5\u76f4\u63a5\u90e8\u7f72\u5230 Apple \u8bbe\u5907<\/li>\n<li>\u65b9\u6848\uff1a\u63d0\u4f9b\u7aef\u5230\u7aef\u7684\u6a21\u578b\u8f6c\u6362\u548c\u4f18\u5316\u5de5\u5177\u94fe<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">\u4f7f\u7528\u573a\u666f<\/h3>\n<ul>\n<li>\u79fb\u52a8\u5e94\u7528\uff1a\u5728 iOS \u5e94\u7528\u4e2d\u96c6\u6210 AI \u529f\u80fd<\/li>\n<li>\u9690\u79c1\u8ba1\u7b97\uff1a\u672c\u5730\u63a8\u7406\uff0c\u6570\u636e\u4e0d\u4e0a\u4f20<\/li>\n<li>\u8fb9\u7f18\u8ba1\u7b97\uff1a\u5229\u7528 Apple Silicon \u6027\u80fd\u8fdb\u884c\u672c\u5730 AI \u5904\u7406<\/li>\n<li>\u6a21\u578b\u4f18\u5316\uff1a\u5c06\u5927\u6a21\u578b\u538b\u7f29\u5230\u9002\u5408\u79fb\u52a8\u8bbe\u5907<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">\u90e8\u7f72\u4e0e\u914d\u7f6e<\/h3>\n<pre><code class=\"lang-bash language-bash bash\"># 1. \u514b\u9686\u4ed3\u5e93\ngit clone https:\/\/github.com\/apple\/coreai-models.git\ncd coreai-models\n\n# 2. \u5b89\u88c5 Python \u4f9d\u8d56\npip install -e .\n\n# 3. \u5bfc\u51fa\u6a21\u578b\u793a\u4f8b\uff08\u4ee5 ResNet \u4e3a\u4f8b\uff09\npython -m coreai_models.export \\\n  --model resnet50 \\\n  --format coreml \\\n  --output .\/models\/\n\n# 4. Swift \u9879\u76ee\u96c6\u6210\n# \u5728 Xcode \u4e2d\u6dfb\u52a0\u4f9d\u8d56\n# https:\/\/github.com\/apple\/coreai-models.git<\/code><\/pre>\n<p><strong>Swift \u4f7f\u7528\u793a\u4f8b<\/strong>\uff1a<\/p>\n<pre><code class=\"lang-swift language-swift swift\">import CoreAI\n\nlet model = try CoreAIModel(name: &quot;resnet50&quot;)\nlet prediction = try model.predict(image: inputImage)\nprint(prediction.label)<\/code><\/pre>\n<h3 class=\"wp-block-heading\">\u672a\u6765\u8d8b\u52bf<\/h3>\n<ul>\n<li>\u9884\u8ba1\u6210\u4e3a <strong>Apple Intelligence<\/strong> \u751f\u6001\u7684\u6807\u51c6\u5de5\u5177<\/li>\n<li>\u53ef\u80fd\u652f\u6301\u66f4\u591a\u6a21\u578b\u67b6\u6784\uff08Transformer\u3001Diffusion \u7b49\uff09<\/li>\n<li>\u6709\u671b\u6210\u4e3a\u7aef\u4fa7 AI \u5f00\u53d1\u7684<strong>\u884c\u4e1a\u6807\u51c6<\/strong><\/li>\n<\/ul>\n<hr \/>\n<h2 class=\"wp-block-heading\">5. Tencent-Hunyuan\/UniRL &#8211; \u7edf\u4e00\u591a\u6a21\u6001\u5f3a\u5316\u5b66\u4e60\u6846\u67b6 \u2b50430<\/h2>\n<h3 class=\"wp-block-heading\">\u9879\u76ee\u7b80\u4ecb<\/h3>\n<p><strong>UniRL<\/strong> \u662f\u817e\u8baf\u6df7\u5143\u56e2\u961f\u5f00\u6e90\u7684<strong>\u7edf\u4e00\u591a\u6a21\u6001\u6a21\u578b\u5f3a\u5316\u5b66\u4e60\u6846\u67b6<\/strong>\uff0c\u652f\u6301\u89c6\u89c9\u3001\u8bed\u8a00\u3001\u97f3\u9891\u7b49\u591a\u79cd\u6a21\u6001\u7684\u8054\u5408\u8bad\u7ec3\u3002<\/p>\n<h3 class=\"wp-block-heading\">\u6838\u5fc3\u7279\u70b9<\/h3>\n<ul>\n<li>\ud83c\udf10 <strong>\u591a\u6a21\u6001\u7edf\u4e00<\/strong>\uff1a\u4e00\u4e2a\u6846\u67b6\u5904\u7406\u89c6\u89c9\u3001\u6587\u672c\u3001\u97f3\u9891<\/li>\n<li>\ud83c\udfaf <strong>\u5f3a\u5316\u5b66\u4e60<\/strong>\uff1a\u57fa\u4e8e RLHF \u548c DPO \u7684\u4f18\u5316\u8bad\u7ec3<\/li>\n<li>\ud83d\udd27 <strong>\u6a21\u5757\u5316\u8bbe\u8ba1<\/strong>\uff1a\u53ef\u63d2\u62d4\u7684\u5956\u52b1\u6a21\u578b\u548c\u7b56\u7565\u7f51\u7edc<\/li>\n<li>\ud83d\udcca <strong>\u5206\u5e03\u5f0f\u8bad\u7ec3<\/strong>\uff1a\u652f\u6301\u591a GPU\/TPU \u5e76\u884c\u8bad\u7ec3<\/li>\n<li>\ud83c\udfe2 <strong>\u4f01\u4e1a\u7ea7<\/strong>\uff1a\u817e\u8baf\u6df7\u5143\u5927\u6a21\u578b\u80cc\u540e\u7684\u8bad\u7ec3\u6280\u672f<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">\u89e3\u51b3\u4e86\u4ec0\u4e48\u95ee\u9898<\/h3>\n<p>\u89e3\u51b3\u4e86\u591a\u6a21\u6001 AI \u7684<strong>\u8bad\u7ec3\u6548\u7387\u548c\u4e00\u81f4\u6027<\/strong>\u95ee\u9898\uff1a<\/p>\n<ul>\n<li>\u95ee\u9898\uff1a\u4e0d\u540c\u6a21\u6001\u9700\u8981\u4e0d\u540c\u7684\u8bad\u7ec3\u6846\u67b6\uff0c\u96be\u4ee5\u8054\u5408\u4f18\u5316<\/li>\n<li>\u65b9\u6848\uff1a\u7edf\u4e00\u6846\u67b6\uff0c\u5171\u4eab\u5e95\u5c42\u8bad\u7ec3\u903b\u8f91\uff0c\u6a21\u6001\u7279\u5b9a\u7ec4\u4ef6\u53ef\u63d2\u62d4<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">\u4f7f\u7528\u573a\u666f<\/h3>\n<ul>\n<li>\u591a\u6a21\u6001\u5927\u6a21\u578b\uff1a\u8bad\u7ec3\u80fd\u770b\u3001\u80fd\u542c\u3001\u80fd\u8bf4\u7684 AI<\/li>\n<li>\u89c6\u89c9\u95ee\u7b54\uff1a\u56fe\u50cf\u7406\u89e3 + \u8bed\u8a00\u751f\u6210\u8054\u5408\u8bad\u7ec3<\/li>\n<li>\u89c6\u9891\u7406\u89e3\uff1a\u65f6\u5e8f\u89c6\u89c9 + \u97f3\u9891\u8054\u5408\u5efa\u6a21<\/li>\n<li>\u8de8\u6a21\u6001\u68c0\u7d22\uff1a\u56fe\u6587\u5339\u914d\u3001\u97f3\u9891\u6587\u672c\u5bf9\u9f50<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">\u90e8\u7f72\u4e0e\u914d\u7f6e<\/h3>\n<pre><code class=\"lang-bash language-bash bash\"># 1. \u514b\u9686\u4ed3\u5e93\ngit clone https:\/\/github.com\/Tencent-Hunyuan\/UniRL.git\ncd UniRL\n\n# 2. \u5b89\u88c5\u4f9d\u8d56\npip install -e .\n\n# 3. \u51c6\u5907\u6570\u636e\uff08\u793a\u4f8b\uff1a\u56fe\u6587\u5bf9\uff09\n# \u6570\u636e\u683c\u5f0f\uff1a{ &quot;image&quot;: &quot;path&quot;, &quot;text&quot;: &quot;caption&quot;, &quot;reward&quot;: 1.0 }\n\n# 4. \u914d\u7f6e\u8bad\u7ec3\uff08config.yaml\uff09\n```yaml\nmodel:\n  vision_encoder: &quot;clip-vit-large&quot;\n  text_decoder: &quot;llama-7b&quot;\n\ntraining:\n  batch_size: 32\n  learning_rate: 1e-5\n  rl_algorithm: &quot;ppo&quot;\n  reward_model: &quot;custom&quot;<\/code><\/pre>\n<h1 class=\"wp-block-heading\">5. \u542f\u52a8\u8bad\u7ec3<\/h1>\n<p>python -m unirl.train &#8211;config config.yaml<\/p>\n<pre><code>\n\n**\u7cfb\u7edf\u8981\u6c42**\uff1a\n- Python 3.10+\n- PyTorch 2.0+\n- CUDA 12.0+\uff08\u63a8\u8350 8x A100 \u6216 H100\uff09\n\n### \u672a\u6765\u8d8b\u52bf\n- \u53ef\u80fd\u6210\u4e3a**\u591a\u6a21\u6001\u5927\u6a21\u578b\u8bad\u7ec3**\u7684\u6807\u51c6\u6846\u67b6\n- \u9884\u8ba1\u4e0e\u817e\u8baf\u6df7\u5143\u751f\u6001\u6df1\u5ea6\u96c6\u6210\n- \u6709\u671b\u63a8\u52a8\u7aef\u4fa7\u591a\u6a21\u6001 AI \u7684\u53d1\u5c55\n\n---\n\n## \u603b\u7ed3\u4e0e\u8d8b\u52bf\u6d1e\u5bdf\n\n### \u672c\u5468\u70ed\u70b9\u8d8b\u52bf\n\n| \u8d8b\u52bf | \u4ee3\u8868\u9879\u76ee | \u8bf4\u660e |\n|------|----------|------|\n| **\u9690\u79c1\u4f18\u5148** | NoopApp\/noop | \u672c\u5730\u8fd0\u884c\u3001\u6570\u636e\u4e0d\u4e0a\u4e91 |\n| **AI \u5206\u5c42** | shadcn\/improve | \u5f3a\u5f31\u6a21\u578b\u534f\u540c\uff0c\u964d\u672c\u589e\u6548 |\n| **\u672c\u5730\u8bbe\u8ba1** | baoyu-design | \u8bbe\u8ba1\u5de5\u4f5c\u6d41\u672c\u5730\u5316 |\n| **\u7aef\u4fa7 AI** | apple\/coreai-models | \u8bbe\u5907\u7aef\u63a8\u7406\u6210\u4e3b\u6d41 |\n| **\u591a\u6a21\u6001\u7edf\u4e00** | UniRL | \u89c6\u89c9+\u8bed\u8a00+\u97f3\u9891\u8054\u5408\u8bad\u7ec3 |\n\n### \u5173\u952e\u6d1e\u5bdf\n\n1. **\u9690\u79c1\u672c\u5730\u5316\u6210\u4e3a\u5171\u8bc6**\uff1a\u4ece\u5065\u5eb7\u6570\u636e\u5230\u8bbe\u8ba1\u5de5\u5177\uff0c\u7528\u6237\u8d8a\u6765\u8d8a\u91cd\u89c6\u6570\u636e\u4e3b\u6743\n2. **\u6210\u672c\u4f18\u5316\u9a71\u52a8\u521b\u65b0**\uff1ashadcn\/improve \u7684\u5206\u5c42\u7b56\u7565\u4ee3\u8868 AI \u5e94\u7528\u7684\u65b0\u8303\u5f0f\n3. **\u7aef\u4fa7 AI \u52a0\u901f\u843d\u5730**\uff1aApple \u5b98\u65b9\u5de5\u5177\u5305\u53d1\u5e03\uff0c\u79fb\u52a8\u7aef AI \u8fdb\u5165\u5b9e\u7528\u9636\u6bb5\n4. **\u591a\u6a21\u6001\u6210\u4e3a\u6807\u914d**\uff1a\u5355\u4e00\u6a21\u6001\u7684 AI \u5de5\u5177\u5df2\u96be\u4ee5\u6ee1\u8db3\u590d\u6742\u9700\u6c42\n5. **\u5f00\u6e90\u751f\u6001\u7e41\u8363**\uff1a\u672c\u5468\u65b0\u5efa\u9879\u76ee\u5e73\u5747 Star \u589e\u957f\u8d85 500\uff0c\u5f00\u53d1\u8005\u6d3b\u8dc3\u5ea6\u6781\u9ad8\n\n---\n\n&gt; **\u514d\u8d23\u58f0\u660e**\uff1a\u672c\u6587\u6570\u636e\u57fa\u4e8e GitHub API \u5b9e\u65f6\u83b7\u53d6\uff0c\u9879\u76ee\u6392\u540d\u53ef\u80fd\u968f\u65f6\u95f4\u53d8\u5316\u3002\u6295\u8d44\u6216\u4f7f\u7528\u524d\u8bf7\u81ea\u884c\u8bc4\u4f30\u9879\u76ee\u8d28\u91cf\u548c\u5b89\u5168\u6027\u3002<\/code><\/pre>","protected":false},"excerpt":{"rendered":"<p>\u6570\u636e\u65f6\u95f4\uff1a2026\u5e746\u67084\u65e5 &#8211; 6\u670811\u65e5 \u6570\u636e\u6765\u6e90\uff1aGitHub API \u5b9e\u65f6\u641c\u7d22 \u7b5b\u9009\u6807\u51c6\uff1a [&hellip;]<\/p>","protected":false},"author":1,"featured_media":266,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"googlesitekit_rrm_CAow767EDA:productID":"","footnotes":""},"categories":[53,33],"tags":[54,72,34,104,92],"class_list":["post-323","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-github","tag-ai","tag-ai-agent","tag-github","tag-104","tag-92"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>GitHub \u672c\u5468\u70ed\u95e8\u5f00\u6e90\u9879\u76ee\u76d8\u70b9\uff082026\u5e746\u6708\u7b2c2\u5468\uff09 - Winter&#039;s Life<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link 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