{"id":1760,"date":"2026-04-08T02:11:07","date_gmt":"2026-04-08T02:11:07","guid":{"rendered":"https:\/\/www.inforstack.com\/?p=1760"},"modified":"2026-04-08T02:11:41","modified_gmt":"2026-04-08T02:11:41","slug":"%e6%8e%a2%e7%b4%a2-openclaw-%e6%99%ba%e8%83%bd%e4%bd%93%e6%8a%80%e8%83%bd-%e4%bb%8e%e5%af%b9%e8%af%9d%e5%8a%a9%e6%89%8b%e5%90%91%e6%89%a7%e8%a1%8c","status":"publish","type":"post","link":"https:\/\/www.inforstack.com\/index.php\/1760\/","title":{"rendered":"\u63a2\u7d22 OpenClaw \u667a\u80fd\u4f53\u6280\u80fd \u2014\u2014 \u4ece\u201c\u5bf9\u8bdd\u52a9\u624b\u201d\u5411\u201c\u6267\u884c\u4e13\u5bb6\u201d\u7684\u8de8\u8d8a"},"content":{"rendered":"\n<p><strong>1. \u4ec0\u4e48\u662f OpenClaw Agent Skills\uff1f<\/strong><strong><\/strong><\/p>\n\n\n\n<p>\u5728\u4f20\u7edf\u7684 AI \u4ea4\u4e92\u4e2d\uff0c\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u5f80\u5f80\u53d7\u9650\u4e8e\u201c\u8a00\u8bed\u201d\u5c42\u9762\u3002\u800c <strong>OpenClaw<\/strong>&nbsp;\u7684\u6838\u5fc3\u4f7f\u547d\u662f\u901a\u8fc7 <strong>Agent Skills\uff08\u667a\u80fd\u4f53\u6280\u80fd\uff09<\/strong>&nbsp;\u4f53\u7cfb\uff0c\u8d4b\u4e88\u6a21\u578b\u76f4\u63a5\u64cd\u4f5c\u5916\u90e8\u4e16\u754c\u7684\u80fd\u529b\u3002<\/p>\n\n\n\n<p>\u6240\u8c13\u201c\u6280\u80fd\u201d\uff0c\u672c\u8d28\u4e0a\u662f\u4e00\u5957\u6807\u51c6\u5316\u7684 <strong>\u5de5\u5177\u8c03\u7528\uff08Tool Calling\uff09<\/strong>&nbsp;\u534f\u8bae\u3002\u5b83\u5141\u8bb8 OpenClaw \u5728\u611f\u77e5\u5230\u7528\u6237\u9700\u6c42\u540e\uff0c\u81ea\u4e3b\u51b3\u5b9a\u8c03\u7528\u54ea\u4e9b\u672c\u5730\u6216\u8fdc\u7a0b\u5de5\u5177\uff08\u5982\u641c\u7d22\u3001\u6587\u4ef6\u8bfb\u5199\u3001\u4ee3\u7801\u8fd0\u884c\u3001\u6570\u636e\u5e93\u67e5\u8be2\u7b49\uff09\uff0c\u4ece\u800c\u5b8c\u6210\u590d\u6742\u7684\u95ed\u73af\u4efb\u52a1\u3002<\/p>\n\n\n\n<p>[Image 1: The &#8220;Brain to Hands&#8221; Evolution] <em>(\u89c6\u89c9\u5efa\u8bae\uff1a\u5de6\u4fa7\u5c55\u793a\u4e00\u4e2a\u5b64\u7acb\u7684\u5927\u8111\u4ee3\u8868\u6a21\u578b\uff0c\u53f3\u4fa7\u5c55\u793a\u5927\u8111\u901a\u8fc7\u591a\u6761\u673a\u68b0\u81c2\u8fde\u63a5\u5230\u670d\u52a1\u5668\u3001\u7ec8\u7aef\u548c API\uff0c\u4ee3\u8868 Agent Skills)<\/em><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><strong>2. \u6838\u5fc3\u67b6\u6784\uff1a\u63d2\u4ef6\u5316\u6280\u80fd\u7cfb\u7edf<\/strong><strong><\/strong><\/p>\n\n\n\n<p>OpenClaw \u7684\u6280\u80fd\u7cfb\u7edf\u91c7\u7528\u4e86\u9ad8\u5ea6\u89e3\u8026\u7684\u63d2\u4ef6\u5316\u8bbe\u8ba1\uff0c\u5176\u5353\u8d8a\u6027\u4f53\u73b0\u5728\u4ee5\u4e0b\u4e09\u4e2a\u7ef4\u5ea6\uff1a<\/p>\n\n\n\n<p><strong>2.1 \u52a8\u6001\u53d1\u73b0\u4e0e\u81ea\u63cf\u8ff0<\/strong><strong><\/strong><\/p>\n\n\n\n<p>\u6bcf\u4e00\u4e2a Skill \u90fd\u5305\u542b\u4e00\u4e2a\u7cbe\u5bc6\u7684 manifest.json \u63cf\u8ff0\u6587\u4ef6\u3002\u6a21\u578b\u5728\u542f\u52a8\u65f6\u4f1a\u81ea\u52a8\u626b\u63cf\u8fd9\u4e9b\u6280\u80fd\uff0c\u5e76\u7406\u89e3\u5b83\u4eec\u7684\u5165\u53c2\u683c\u5f0f\u3001\u8fd4\u56de\u7c7b\u578b\u53ca\u9002\u7528\u573a\u666f\u3002\u8fd9\u79cd\u201c\u5373\u63d2\u5373\u7528\u201d\u7684\u8bbe\u8ba1\u610f\u5473\u7740\u5f00\u53d1\u8005\u65e0\u9700\u4fee\u6539\u6838\u5fc3\u4ee3\u7801\u5373\u53ef\u6269\u5c55\u529f\u80fd\u3002<\/p>\n\n\n\n<p><strong>2.2 \u8de8\u5e73\u53f0\u517c\u5bb9\u6027<\/strong><strong><\/strong><\/p>\n\n\n\n<p>\u65e0\u8bba\u662f\u672c\u5730\u8fd0\u884c\u7684 <strong>Ollama<\/strong>\uff0c\u8fd8\u662f\u4e91\u7aef\u7684 <strong>Claude 3.5<\/strong>&nbsp;\u6216 <strong>Gemma 4<\/strong>\uff0cOpenClaw \u90fd\u80fd\u5c06\u590d\u6742\u7684\u63d2\u4ef6\u903b\u8f91\u62bd\u8c61\u4e3a\u6a21\u578b\u53ef\u7406\u89e3\u7684 Function Calling \u683c\u5f0f\uff0c\u786e\u4fdd\u6280\u80fd\u5728\u4e0d\u540c\u5e95\u5ea7\u6a21\u578b\u95f4\u7684\u4e00\u81f4\u6027\u8868\u73b0\u3002<\/p>\n\n\n\n<p><strong>2.3 \u5b89\u5168\u6c99\u76d2\u673a\u5236<\/strong><strong><\/strong><\/p>\n\n\n\n<p>\u6240\u6709\u7684\u6267\u884c\u7c7b\u6280\u80fd\uff08\u5982 shell_execute\uff09\u5747\u8fd0\u884c\u5728\u53d7\u63a7\u7684\u6c99\u76d2\u73af\u5883\u4e2d\u3002\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u914d\u7f6e\u6587\u4ef6\u5b9a\u4e49\u6743\u9650\u767d\u540d\u5355\uff0c\u786e\u4fdd AI \u5728\u81ea\u52a8\u6267\u884c\u4efb\u52a1\u65f6\u4e0d\u4f1a\u89e6\u78b0\u654f\u611f\u6570\u636e\u6216\u6838\u5fc3\u7cfb\u7edf\u8bbe\u7f6e\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><strong>3. \u5178\u578b\u6280\u80fd\u793a\u4f8b\u4e0e\u5b9e\u6218\u5e94\u7528<\/strong><strong><\/strong><\/p>\n\n\n\n<p>\u76ee\u524d OpenClaw \u5df2\u539f\u751f\u5185\u7f6e\u5e76\u652f\u6301\u6269\u5c55\u591a\u79cd\u9ad8\u4ef7\u503c\u6280\u80fd\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4ee3\u7801\u5ba1\u8ba1\u6280\u80fd (code_analyzer)\uff1a<\/strong>\u00a0\u81ea\u52a8\u626b\u63cf\u5f53\u524d\u76ee\u5f55\u4e0b\u7684\u6e90\u4ee3\u7801\uff0c\u8bc6\u522b\u6f5c\u5728\u7684 Bug \u6216\u6027\u80fd\u74f6\u9888\uff0c\u5e76\u7ed9\u51fa\u91cd\u6784\u5efa\u8bae\u3002<\/li>\n\n\n\n<li><strong>\u591a\u6a21\u6001\u611f\u77e5\u6280\u80fd (vision_interpreter)\uff1a<\/strong>\u00a0\u7ed3\u5408 Gemma 4 \u7684\u80fd\u529b\uff0c\u5206\u6790\u5c4f\u5e55\u622a\u56fe\u6216\u8bbe\u8ba1\u7a3f\uff0c\u81ea\u52a8\u751f\u6210 React \u6216 Tailwind CSS \u4ee3\u7801\u3002<\/li>\n\n\n\n<li><strong>\u5b9e\u65f6\u8c03\u7814\u6280\u80fd (web_researcher)\uff1a<\/strong>\u00a0\u81ea\u52a8\u722c\u53d6\u591a\u4e2a\u6280\u672f\u7f51\u7ad9\uff0c\u6c47\u603b\u6700\u65b0\u884c\u4e1a\u52a8\u6001\u5e76\u8f93\u51fa\u7ed3\u6784\u5316\u62a5\u544a\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><strong>4. \u5982\u4f55\u5f00\u53d1\u4f60\u7684\u7b2c\u4e00\u4e2a\u81ea\u5b9a\u4e49\u6280\u80fd\uff1f<\/strong><strong><\/strong><\/p>\n\n\n\n<p>\u4e3a OpenClaw \u7f16\u5199\u6280\u80fd\u975e\u5e38\u7b80\u5355\uff0c\u53ea\u9700\u4e09\u6b65\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u5b9a\u4e49\u903b\u8f91\uff1a<\/strong>\u00a0\u4f7f\u7528 Python \u6216 TypeScript \u7f16\u5199\u5de5\u5177\u51fd\u6570\u3002<\/li>\n\n\n\n<li><strong>\u7f16\u5199\u63cf\u8ff0\uff1a<\/strong>\u00a0\u4e3a\u51fd\u6570\u6dfb\u52a0\u8be6\u7ec6\u7684 Docstring\uff0c\u660e\u786e\u6bcf\u4e2a\u53c2\u6570\u7684\u542b\u4e49\uff08\u6a21\u578b\u5c06\u4f9d\u9760\u8fd9\u4e9b\u63cf\u8ff0\u6765\u51b3\u5b9a\u4f55\u65f6\u8c03\u7528\u8be5\u5de5\u5177\uff09\u3002<\/li>\n\n\n\n<li><strong>\u6ce8\u518c\u52a0\u8f7d\uff1a<\/strong>\u00a0\u5c06\u811a\u672c\u653e\u5165 ~\/.openclaw\/skills\/ \u76ee\u5f55\uff0c\u91cd\u542f\u5373\u751f\u6548\u3002<\/li>\n<\/ol>\n\n\n\n<p>TypeScript<\/p>\n\n\n\n<p>\/\/ \u793a\u4f8b\uff1a\u4e00\u4e2a\u7b80\u5355\u7684\u5929\u6c14\u83b7\u53d6\u6280\u80fd\u5b9a\u4e49<\/p>\n\n\n\n<p>export const getWeather = {<\/p>\n\n\n\n<p>&nbsp;&nbsp;name: &#8220;get_weather&#8221;,<\/p>\n\n\n\n<p>&nbsp;&nbsp;description: &#8220;\u83b7\u53d6\u6307\u5b9a\u57ce\u5e02\u7684\u5b9e\u65f6\u5929\u6c14\u4fe1\u606f&#8221;,<\/p>\n\n\n\n<p>&nbsp;&nbsp;parameters: {<\/p>\n\n\n\n<p>&nbsp;&nbsp;&nbsp;&nbsp;type: &#8220;object&#8221;,<\/p>\n\n\n\n<p>&nbsp;&nbsp;&nbsp;&nbsp;properties: {<\/p>\n\n\n\n<p>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;location: { type: &#8220;string&#8221;, description: &#8220;\u57ce\u5e02\u540d\u79f0\uff0c\u5982\uff1a\u4e0a\u6d77&#8221; }<\/p>\n\n\n\n<p>&nbsp;&nbsp;&nbsp;&nbsp;},<\/p>\n\n\n\n<p>&nbsp;&nbsp;&nbsp;&nbsp;required: [&#8220;location&#8221;]<\/p>\n\n\n\n<p>&nbsp;&nbsp;},<\/p>\n\n\n\n<p>&nbsp;&nbsp;execute: async ({ location }) =&gt; {<\/p>\n\n\n\n<p>&nbsp;&nbsp;&nbsp;&nbsp;\/\/ \u8c03\u7528\u5916\u90e8 API \u7684\u903b\u8f91<\/p>\n\n\n\n<p>&nbsp;&nbsp;}<\/p>\n\n\n\n<p>};<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><strong>5. \u7ed3\u8bed\uff1a\u6784\u5efa\u4f60\u7684\u79c1\u6709\u6280\u80fd\u5e93<\/strong><strong><\/strong><\/p>\n\n\n\n<p><strong>OpenClaw Agent Skills<\/strong>&nbsp;\u4e0d\u4ec5\u4ec5\u662f\u4e00\u4e2a\u529f\u80fd\u6a21\u5757\uff0c\u5b83\u662f\u5f00\u53d1\u8005\u6784\u5efa\u201c\u81ea\u52a8\u5316\u6570\u5b57\u5206\u8eab\u201d\u7684\u57fa\u7840\u5de5\u5177\u3002\u968f\u7740\u6280\u80fd\u5e93\u7684\u4e0d\u65ad\u4e30\u5bcc\uff0c\u4f60\u7684 OpenClaw \u5c06\u4ece\u4e00\u4e2a\u7b80\u5355\u7684\u804a\u5929\u7a97\u53e3\uff0c\u8fdb\u5316\u4e3a\u4e00\u4e2a\u6df1\u8c19\u4f60\u5de5\u4f5c\u6d41\u3001\u80fd\u81ea\u4e3b\u89e3\u51b3\u95ee\u9898\u7684\u5de5\u7a0b\u4e13\u5bb6\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>1. \u4ec0\u4e48\u662f OpenClaw Agent Skills\uff1f \u5728\u4f20\u7edf\u7684 AI \u4ea4\u4e92\u4e2d\uff0c\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u5f80\u5f80\u53d7 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[23,1],"tags":[68,53,48,71,69,70],"class_list":["post-1760","post","type-post","status-publish","format-standard","hentry","category-23","category-1","tag-agentskills","tag-openclaw","tag-48","tag-71","tag-69","tag-70"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.0 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u63a2\u7d22 OpenClaw \u667a\u80fd\u4f53\u6280\u80fd \u2014\u2014 \u4ece\u201c\u5bf9\u8bdd\u52a9\u624b\u201d\u5411\u201c\u6267\u884c\u4e13\u5bb6\u201d\u7684\u8de8\u8d8a - 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