{"id":758500,"date":"2026-03-31T12:30:56","date_gmt":"2026-03-31T04:30:56","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=758500"},"modified":"2026-03-31T12:30:56","modified_gmt":"2026-03-31T04:30:56","slug":"%e6%a1%8c%e9%9d%a2%e9%be%99%e8%99%be%e6%9d%a5%e4%ba%86%ef%bc%9f%e9%98%b6%e8%b7%83%e6%98%9f%e8%be%b0%e7%9a%84%e6%9c%ac%e5%9c%b0agent%e6%88%98%e4%ba%8b","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=758500","title":{"rendered":"\u684c\u9762\u9f99\u867e\u6765\u4e86\uff1f\u9636\u8dc3\u661f\u8fb0\u7684\u672c\u5730Agent\u6218\u4e8b"},"content":{"rendered":"<blockquote>\n<p>\u6587 | \u5149\u9525\u667a\u80fd\uff0c\u4f5c\u8005\uff5c\u9b4f\u7433\u534e\uff0c\u7f16\u8f91\uff5c\u738b\u4e00\u7c9f<\/p>\n<\/blockquote>\n<p>OpenClaw\u7206\u706b\u540e\uff0c\u4e00\u573a&ldquo;\u5206\u5403\u9f99\u867e\u8089&rdquo;\u7684\u6218\u6597\uff0c\u8d2f\u7a7f\u4e86\u6574\u4e2a\u4e09\u6708\u3002<\/p>\n<p>\u9762\u5bf9\u8fd9\u4e00\u673a\u9047\uff0c\u5404\u8def\u73a9\u5bb6\u8702\u62e5\u800c\u81f3\u3002<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e7%99%be%e5%ba%a6\" title=\"View all posts in \u767e\u5ea6\" target=\"_blank\" class=\"tag_link\">\u767e\u5ea6<\/a>\u3001<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e8%85%be%e8%ae%af\" title=\"View all posts in \u817e\u8baf\" target=\"_blank\" class=\"tag_link\">\u817e\u8baf<\/a>\u3001\u963f\u91cc\u7b49<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e4%ba%91%e6%9c%8d%e5%8a%a1\" title=\"View all posts in \u4e91\u670d\u52a1\" target=\"_blank\" class=\"tag_link\">\u4e91\u670d\u52a1<\/a>\u5de8\u5934\u76f8\u7ee7\u63a8\u51faOpenClaw\u4e00\u952e\u90e8\u7f72\u670d\u52a1\uff0c\u5728\u8fd9\u573a&ldquo;\u6dd8\u91d1\u70ed&rdquo;\u4e2d\u626e\u6f14\u8d77&ldquo;\u5356\u94f2\u4eba&rdquo;\u7684\u89d2\u8272&mdash;&mdash;\u9501\u5b9a\u7b97\u529b\u6d88\u8017\u4e0eToken\u8c03\u7528\uff0c\u6536\u53d6\u57fa\u7840\u8bbe\u65bd\u8d39\u7528\u3002\u4e0e\u6b64\u540c\u65f6\uff0cMiniMax\u3001\u6708\u4e4b\u6697\u9762\u3001\u667a\u8c31\u7b49\u5927\u6a21\u578b\u72ec\u89d2\u517d\u5219\u76f4\u63a5\u53d7\u76ca\u4e8eAgent\u5e26\u6765\u7684\u6d77\u91cfToken\u6d88\u8017\u3002\u636e\u6089\uff0c\u6708\u4e4b\u6697\u9762\u76ee\u524d\u5df2\u7ecf\u5b9e\u73b0\u4e86ARR\uff08\u5e74\u5ea6\u7ecf\u5e38\u6027\u6536\u5165\uff091\u4ebf\u7f8e\u91d1\u7684\u7a81\u7834\u3002<\/p>\n<p>\u4ece\u5927\u5382\u5230\u5927\u6a21\u578b\u521b\u4f01\uff0c\u4ece\u4e91\u7aef\u7248\u672c\u5230\u672c\u5730\u90e8\u7f72\uff0c\u8c01\u90fd\u60f3\u9760\u81ea\u5bb6\u7684\u9f99\u867e\u5e73\u66ff\uff0c\u6367\u51fa\u4e00\u4e2a\u56fd\u5185\u7206\u6b3e\u3002<\/p>\n<p>\u4f5c\u4e3a\u5176\u4e2d\u6709\u70b9\u59d7\u59d7\u6765\u8fdf\u7684\u4e00\u5bb6\uff0c\u9636\u8dc3\u661f\u8fb0\u5728\u9f99\u867e\u7684\u751f\u6001\u90e8\u7f72\u4e0a\uff0c\u7b97\u5f97\u4e0a\u662f\u76f8\u5bf9\u5b8c\u6574\u7684\u4e00\u5bb6\u3002\u4ece\u4e91\u7aef\u3001\u672c\u5730\u4e24\u79cd\u90e8\u7f72\u7684StepClaw\uff0c\u5230\u4e3a\u9f99\u867e\u4e13\u7814\u7684\u6a21\u578bStep 3.5 Flash\u9650\u65f6\u514d\u8d39\uff0c\u518d\u5230\u81ea\u5efa\u7684Skill\u5546\u5e97&ldquo;\u6c34\u4ea7\u5e02\u573a&rdquo;\u3002<\/p>\n<p>\u8ffd\u6eaf\u56de\u9636\u8dc3C\u7aef\u4ea7\u54c1\u5728\u53bb\u5e74\u7684\u8fdb\u7a0b\uff0c\u4e0d\u96be\u53d1\u73b0\uff0c\u9636\u8dc3\u661f\u8fb0\u5176\u5b9e\u662f\u6709\u5907\u800c\u6765\uff0c\u4f46\u53e0\u52a0\u4ea7\u54c1\u548c\u9f99\u867e\u70ed\u8ddf\u8fdb\u7684\u7f13\u6162\uff0c\u5f53\u524d\u7684\u9636\u8dc3AI\u8fd8\u6ca1\u6709\u628aStepClaw\u6367\u6210\u7206\u6b3e\u3002<\/p>\n<p>\u5bf9\u4e8e\u4ecd\u5728\u57fa\u7840\u6a21\u578b\u8d5b\u9053\u7ade\u9010\u7684\u9636\u8dc3\u661f\u8fb0\u800c\u8a00\uff0cAgent\u7684\u6218\u7565\u4ef7\u503c\u8fdc\u8d85\u4ea7\u54c1\u672c\u8eab&mdash;&mdash;\u5b83\u662f\u9a8c\u8bc1\u6280\u672f\u80fd\u529b\u3001\u6253\u78e8\u7528\u6237\u4f53\u9a8c\u3001\u79ef\u7d2f\u884c\u4e1a\u6d1e\u5bdf\u7684\u5b9e\u9a8c\u573a\uff0c\u4e5f\u662f\u8fd9\u5bb6\u62bc\u6ce8\u7ec8\u7aef\u667a\u80fd\u5316\u7684\u516c\u53f8\u7684\u5fc5\u7ecf\u4e4b\u8def\u3002<\/p>\n<h2><strong>\u5b9e\u6d4bStepClaw\uff1a\u4e00\u4e2a\u66f4\u80fd\u4e3b\u52a8\u89e3\u51b3\u95ee\u9898\u7684\u5c0f\u9f99\u867e<\/strong><\/h2>\n<p>\u4ece\u4e3a\u5c0f\u9f99\u867e\u91cf\u8eab\u5b9a\u5236\u7684\u6a21\u578bStep3.5 flash\u9650\u65f6\u514d\u8d39\u5f00\u59cb\uff0c\u5230Agent\u9650\u65f6\u4e00\u6708\u7684\u514d\u8d39\u8bd5\u7528\uff0c\u5728\u5403\u5230\u8fd9\u53e3\u9f99\u867e\u8089\u4e0a\uff0c\u9636\u8dc3\u661f\u8fb0\u53ef\u4ee5\u8bf4\u662fAI\u516d\u5c0f\u864e\u4e2d\u6700\u80fd\u4e0b\u8840\u672c\u7684\u4e00\u5bb6\u3002<\/p>\n<p>\u5b9e\u9645\u4f53\u9a8c\u4e0b\u6765\uff0cStepClaw\u7b97\u5f97\u4e0a\u662f\u4e00\u4e2a\u5728\u8bbe\u8ba1\u4e0a\u5bf9\u5c0f\u767d\u7528\u6237\u66f4\u53cb\u597d\u7684\u5c0f\u9f99\u867e\u3002<\/p>\n<p>\u5148\u4ece\u754c\u9762\u8bf4\u8d77\uff0cStepClaw\u662f\u5e02\u9762\u4e0a\u5c0f\u9f99\u867e&ldquo;\u5e73\u66ff&rdquo;\u4ea7\u54c1\u4e2d\uff0c\u5c11\u6570\u9009\u62e9\u505a\u60ac\u6d6e\u7a97\u7684\u8bbe\u8ba1\u3002\u4e0d\u7528\u7684\u65f6\u5019\u662f\u4e2a\u60ac\u6d6e\u7403\uff0c\u4f7f\u7528\u65f6\u4e5f\u53ea\u5360\u636e1\/4\u7684\u5c4f\u5e55\u754c\u9762\uff0c\u5bf9\u4e8e\u7b14\u8005\u8fd9\u79cd\u53ea\u9700\u8981\u5076\u5c14\u53eb\u5b83\u529e\u4e8b\u7684\u7528\u6237\u6765\u8bf4\uff0c\u6bd4\u5168\u5c4f\u62a2\u5360\u754c\u9762\u7684\u65b9\u5f0f\u66f4\u53cb\u597d\u3002\u4e0d\u8fc7\uff0c\u5bf9\u4e8e\u9700\u8981\u65e5\u5e38\u76d1\u6d4b\u8fdb\u5ea6\u3001\u5f00\u53d1\u4ea7\u54c1\u7684\u6781\u5ba2\u6765\u8bf4\uff0c\u8fd9\u4e2a\u5f3a\u5236\u534a\u5c4f\u7684\u754c\u9762\uff0c\u53ef\u80fd\u6709\u4e9b\u592a\u5c0f\u4e86\u3002<\/p>\n<p>\u4e00\u5f00\u59cb\u7684\u914d\u7f6e\u9636\u6bb5\uff0cStepClaw\u652f\u6301\u7528\u6237\u7ed9\u5b83\u8bbe\u5b9a\u6027\u683c\uff0c\u7528\u62df\u4eba\u7684\u65b9\u5f0f\u56de\u5e94\uff0c\u8fd9\u4e5f\u662f\u4e00\u4e9b\u5382\u5546\u76ee\u524d\u8ddf\u8fdb\u7684\u4e2a\u6027\u5316\u8bbe\u8ba1\u3002<\/p>\n<p>\u6211\u7ed9\u4ed6\u8bbe\u5b9a\u4e86\u4e00\u4e2a&ldquo;\u9760\u8c31\u53c8\u6709\u70b9\u7231\u5410\u69fd&rdquo;\u7684\u6027\u683c\u3002\u5b83\u786e\u5b9e\u505a\u5230\u4e86\uff0c\u4e00\u8fb9\u5e72\u4efb\u52a1\uff0c\u4e00\u8fb9\u5410\u69fd\u4efb\u52a1\u96be\u529e\u5e76\u6293\u72c2\u3002\u4e0d\u8fc7\u572830\u591a\u8f6e\u5bf9\u8bdd\u540e\uff0cAI\u5c31\u56de\u5230\u4e86\u6b63\u5e38\u98ce\u683c\uff0c\u5728\u8bb0\u5fc6\u4e0a\u7684\u95ee\u9898\u4ecd\u7136\u9700\u8981\u6539\u8fdb\u3002<\/p>\n<figure>\n<p><img loading=\"lazy\" src=\"https:\/\/images.tmtpost.com\/uploads\/images\/2026\/03\/d85b5bd8f606ad3c67cf77886d8ef43c_1774932674.jpeg?imageMogr2\/auto-orient\/strip\/interlace\/1\/quality\/85\/thumbnail\/1440x939\/gravity\/center\/crop\/!1440x939&ext=.jpeg\" width=\"861\" height=\"562\" alt=\"\u684c\u9762\u9f99\u867e\u6765\u4e86\uff1f\u9636\u8dc3\u661f\u8fb0\u7684\u672c\u5730Agent\u6218\u4e8b\" style=\"display:block; margin-left:auto; margin-right:auto\" \/><\/p>\n<p>AI\u5728\u7ebf\u5410\u69fd<\/p>\n<\/figure>\n<p>\u5370\u8c61\u6700\u6df1\u7684\uff0c\u662f\u7b14\u8005\u6d4b\u8bc4\u5404\u7c7b\u4efb\u52a1\u65f6\uff0cStepClaw\u5728\u6478\u7d22\u7684\u8fc7\u7a0b\u4e2d\u80fd\u7ed9\u9760\u8c31\u7684\u591a\u6761\u5907\u9009\u65b9\u5f0f\uff0c\u5e2e\u4f60\u8fbe\u6210\u76ee\u6807\u3002\u4f60\u80fd\u770b\u5230\u5b83\u4e3a\u4e86\u89e3\u51b3\u4efb\u52a1\uff0c\u5e2e\u4f60\u5199\u547d\u4ee4\u3001\u505a\u7f51\u9875\uff0c\u8fc2\u56de\u5730\u5e2e\u4f60\u5904\u7406\u95ee\u9898\u3002<\/p>\n<figure>\n<p><img loading=\"lazy\" src=\"https:\/\/images.tmtpost.com\/uploads\/images\/2026\/03\/50e2185cb655663927b9b5a662c196e4_1774932674.jpeg?imageMogr2\/auto-orient\/strip\/interlace\/1\/quality\/85\/thumbnail\/1440x1341\/gravity\/center\/crop\/!1440x1341&ext=.jpeg\" width=\"923\" height=\"860\" alt=\"\u684c\u9762\u9f99\u867e\u6765\u4e86\uff1f\u9636\u8dc3\u661f\u8fb0\u7684\u672c\u5730Agent\u6218\u4e8b\" style=\"display:block; margin-left:auto; margin-right:auto\" \/><\/p>\n<\/figure>\n<p>\u4ece\u4efb\u52a1\u6267\u884c\u7684\u6548\u679c\u6765\u770b\uff0c\u901a\u8fc7\u5bfb\u627e\u66ff\u4ee3\u65b9\u6848\u3001\u81ea\u4e3b\u7f16\u5199\u5de5\u5177\u7b49\u65b9\u5f0f\uff0cStepClaw\u5b9e\u6d4b\u4e0a\u80fd\u591f\u89e3\u51b3\u5f88\u591a\u610f\u6599\u4e4b\u5916\u7684\u95ee\u9898\uff0c\u6267\u884c\u80fd\u529b\u76f8\u5bf9\u7a81\u51fa\u3002<\/p>\n<p>\u6bd4\u5982\u5728\u63a5\u5165Gmail\u90ae\u7bb1API\u3001\u8ba9\u5b83\u5e2e\u6211\u8bfb\u53d6\u672a\u8bfb\u90ae\u4ef6\u5185\u5bb9\u5e76\u505a\u603b\u7ed3\uff0c\u8fd9\u6837\u4e00\u4e2a\u7b80\u5355\u7684\u4efb\u52a1\uff0c\u4e5f\u4f1a\u9047\u5230\u73af\u5883\u90e8\u7f72\u4e0d\u7a33\u5b9a\u5bfc\u81f4\u65e0\u6cd5\u63a5\u53d7\u9a8c\u8bc1\u4fe1\u606f\u7684\u60c5\u51b5\u3002<\/p>\n<p>\u4e3a\u6b64\uff0cStepClaw\u751a\u81f3\u81ea\u5df1\u5199\u4e86\u4e2a\u7f51\u9875\u7ed9\u6211\uff0c\u8ba9\u6211\u901a\u8fc7\u7f51\u9875\u76f4\u63a5\u770b\u4fe1\u606f\u518d\u7ed9\u5230\u5b83\u3002\u901a\u8fc7\u6211\u548cAgent\u7684\u914d\u5408\uff0c\u7ec8\u4e8e\u8ba9\u5b83\u63a5\u4e0a\u4e86\u6211\u7684Google\u90ae\u7bb1\u3002<\/p>\n<figure>\n<p><img loading=\"lazy\" src=\"https:\/\/images.tmtpost.com\/uploads\/images\/2026\/03\/4775221e3eaaefa9f10da427d58894cb_1774932674.jpeg?imageMogr2\/auto-orient\/strip\/interlace\/1\/quality\/85\/thumbnail\/1440x1053\/gravity\/center\/crop\/!1440x1053&ext=.jpeg\" width=\"902\" height=\"660\" alt=\"\u684c\u9762\u9f99\u867e\u6765\u4e86\uff1f\u9636\u8dc3\u661f\u8fb0\u7684\u672c\u5730Agent\u6218\u4e8b\" style=\"display:block; margin-left:auto; margin-right:auto\" \/><\/p>\n<\/figure>\n<p>\u901a\u8fc7\u8c03\u7528Skills\uff0c\u6211\u7528StepClaw\u505a\u4e86\u6bcf\u5929\u6c47\u62a5\u7684AI\u65e5\u62a5\uff0c\u8ba9\u5b83\u5e2e\u6211\u6574\u7406\u90ae\u7bb1\u3002\u5b9e\u73b0\u8fd9\u4e9b\u57fa\u7840\u7684\u529f\u80fd\u4e4b\u5916\uff0c\u5982\u679c\u7528\u6237\u60f3\u8fdb\u9636\u4e00\u4e0b\uff0c\u62ffAI\u505a\u4e9b\u4e0d\u4e00\u6837\u7684\u4e8b\u60c5\uff0c\u53ef\u4ee5\u4ece\u9636\u8dc3\u661f\u8fb0\u81ea\u5efa\u7684Skills\u5546\u5e97\u7f51\u5740&ldquo;\u6c34\u4ea7\u5e02\u573a&rdquo;\u4e2d\u627e\u66f4\u591a\u6280\u80fd\u89e3\u9501\uff0c\u6bd4\u5982\u8ba9\u5b83\u5e2e\u4f60\u5904\u7406\u8d22\u62a5\u4fe1\u606f\u3001\u5199\u4e2a\u5c0f\u7ea2\u4e66\u6587\u6848\u3001\u505a\u4e2a&ldquo;\u4e00\u56fe\u8bb2\u89e3xx&rdquo;\u4e4b\u7c7b\u7684AI\u56fe\u7247\u7b49\u3002<\/p>\n<figure>\n<p><img loading=\"lazy\" src=\"https:\/\/images.tmtpost.com\/uploads\/images\/2026\/03\/3e336c3c2e4c8b5f81451ac6c4ba4cb6_1774932674.jpeg?imageMogr2\/auto-orient\/strip\/interlace\/1\/quality\/85\/thumbnail\/1440x918\/gravity\/center\/crop\/!1440x918&ext=.jpeg\" width=\"1080\" height=\"689\" alt=\"\u684c\u9762\u9f99\u867e\u6765\u4e86\uff1f\u9636\u8dc3\u661f\u8fb0\u7684\u672c\u5730Agent\u6218\u4e8b\" style=\"display:block; margin-left:auto; margin-right:auto\" \/><\/p>\n<\/figure>\n<p>\u4f5c\u4e3a\u672c\u5730\u90e8\u7f72\u7684\u5c0f\u9f99\u867e\uff0c\u4f60\u8fd8\u53ef\u4ee5\u8981\u6c42StepClaw\u5e2e\u4f60\u4ece\u7535\u8111\u91cc\u627e\u6587\u4ef6\u3001\u6574\u7406\u6587\u4ef6\u3002\u6211\u8981\u6c42\u5b83\u5e2e\u6211\u6574\u7406\u4e0b\u684c\u9762\uff0c\u7136\u540e\u518d\u8fd8\u539f\u56de\u539f\u6765\u7684\u6837\u5b50\u3002\u9636\u8dc3\u786e\u5b9e\u5e2e\u6211\u628a\u6742\u4e71\u7684\u6587\u6863\u548c<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e6%b8%b8%e6%88%8f\" title=\"View all posts in \u6e38\u620f\" target=\"_blank\" class=\"tag_link\">\u6e38\u620f<\/a>\u56fe\u6807\u90fd\u6536\u8fdb\u4e86\u5bf9\u5e94\u7684\u6587\u4ef6\u5939\uff0c\u4e14\u540e\u7eed\u4e5f\u505a\u5230\u4e86\u5b8c\u7f8e\u8fd8\u539f\uff0c\u8868\u73b0\u5904\u5728\u53ca\u683c\u504f\u4e0a\u7684\u6c34\u5e73\u3002\u7f8e\u4e2d\u4e0d\u8db3\u4e4b\u5904\u662f\uff0cStepClaw\u6ca1\u6709\u6839\u636e\u6211\u684c\u9762\u4e0a\u5df2\u6709\u7684\u6587\u4ef6\u5939\u5206\u7c7b\u505a\u89c4\u5212\uff0c\u800c\u662f\u81ea\u5df1\u65b0\u5efa\u4e86\u7c7b\u4f3c\u7684\u6587\u4ef6\u5939\u50a8\u5b58\u3002<\/p>\n<figure>\n<p><img loading=\"lazy\" src=\"https:\/\/images.tmtpost.com\/uploads\/images\/2026\/03\/206bc6efb74d6c5fad35b51b0b2f4f7f_1774932675.jpeg?imageMogr2\/auto-orient\/strip\/interlace\/1\/quality\/85\/thumbnail\/1440x1274\/gravity\/center\/crop\/!1440x1274&ext=.jpeg\" width=\"1080\" height=\"956\" alt=\"\u684c\u9762\u9f99\u867e\u6765\u4e86\uff1f\u9636\u8dc3\u661f\u8fb0\u7684\u672c\u5730Agent\u6218\u4e8b\" style=\"display:block; margin-left:auto; margin-right:auto\" \/><\/p>\n<\/figure>\n<p>StepClaw\u7684\u8c03\u7528\uff0c\u9700\u8981\u7528\u6237\u4e0b\u8f7d\u9636\u8dc3\u6b64\u524d\u7684\u684c\u9762\u7aef\u4ea7\u54c1&ldquo;\u9636\u8dc3AI\u684c\u9762\u4f19\u4f34&rdquo;\u3002\u8fd9\u4e2a\u4ea7\u54c1\u7684\u9996\u6b21\u4e0a\u7ebf\u662f\u5728\u53bb\u5e749\u6708\u3002\u53ef\u4ee5\u8bf4\uff0c\u5728OpenClaw\u7206\u706b\u524d\uff0c\u9636\u8dc3\u661f\u8fb0\u81ea\u5df1\u5bf9Agent\u7684\u91cd\u5ea6\u89c4\u5212\u4e2d\uff0c\u5c31\u6709\u505a\u76f8\u5173\u4ea7\u54c1\u7684\u5e03\u5c40\u3002<\/p>\n<p>\u7531\u6b64\uff0cStepClaw\u7684\u4e00\u90e8\u5206\u529f\u80fd\u8bbe\u8ba1\uff0c\u5176\u5b9e\u5c31\u7ee7\u627f\u4e86&ldquo;\u9636\u8dc3AI\u684c\u9762\u4f19\u4f34&rdquo;\u3002\u6bd4\u5982\u76ee\u524d\u5176\u5ba3\u4f20\u7684&ldquo;\u5168\u5c40\u8bb0\u5fc6&rdquo;\u529f\u80fd\uff0c\u4f1a\u8ba9AI\u5728\u6bcf15\u5206\u949f\u622a\u56fe\u4e00\u6b21\u684c\u9762\uff0c\u5e76\u8bb0\u5f55\u7528\u6237\u7684\u884c\u52a8\u8f68\u8ff9\uff0c\u76f8\u5f53\u4e8e\u81ea\u5df1\u7ed9AI\u8865\u5145\u4e86\u66f4\u591a\u7684\u4e0a\u4e0b\u6587\u3002\u5728\u684c\u9762\u52a9\u624b\u4ea7\u54c1\u4e2d\uff0c\u8fd9\u4e2a\u529f\u80fd\u66f4\u50cf\u662f\u5386\u53f2\u8bb0\u5f55\uff0c\u7528\u6765\u67e5\u627e\u9057\u5fd8\u7684\u4fe1\u606f\u3002StepClaw\u7684&ldquo;\u60ac\u6d6e\u7403&rdquo;\u8bbe\u8ba1\uff0c\u4e5f\u662f\u7ee7\u627f\u81ea\u9636\u8dc3\u684c\u9762\u52a9\u624b\u7684\u8bbe\u5b9a\u3002<\/p>\n<p>\u8dd1\u901a\u4efb\u52a1\u7684\u80fd\u529b\uff0c\u4e00\u90e8\u5206\u8fd8\u662f\u5177\u4f53\u770b\u6a21\u578b\u80fd\u529b\u3002\u9636\u8dc3\u5bf9\u95ee\u9898\u7684\u4e00\u4e9b\u7075\u6d3b\u5904\u7406\uff0c\u8fd8\u662f\u5f97\u76ca\u4e8eStep 3.5 flash\u7684\u80fd\u529b\uff0c\u548c\u4e0a\u4e00\u4ee3\u6a21\u578b\u76f8\u6bd4\uff0c\u65b0\u6a21\u578b\u505a\u4e86\u66f4\u9002\u914dAgent\u7684\u8bbe\u8ba1\uff0c\u6bd4\u5982\u66f4\u9002\u5408\u5de5\u7a0b\u5316\u7684\u4e0a\u4e0b\u6587\u7ed3\u6784\uff0c\u548c\u66f4\u5feb\u7684token\u541e\u5410\u901f\u5ea6\u3002<\/p>\n<p>\u603b\u4f53\u6765\u8bf4\uff0c\u9760\u7740\u4e4b\u524d\u5728C\u7aef\u4ea7\u54c1\u7684\u57fa\u7840\uff0c\u9636\u8dc3\u4ea4\u5377\u7684\u65f6\u95f4\u4e0d\u7b97\u65e9\uff0c\u4f46\u4ea4\u51fa\u4e86\u4e00\u4e2a\u4e0d\u9519\u7684\u7b54\u5377\u3002<\/p>\n<p>\u4e0d\u8fc7\uff0c\u76ee\u524d\u9636\u8dc3\u7684\u4ea7\u54c1\u8fd8\u5904\u5728\u5185\u6d4b\u9636\u6bb5\uff0c\u7b2c\u4e00\u62795\u4e07\u7684\u9080\u8bf7\u7801\u653e\u7a7a\u540e\uff0c\u9636\u8dc3\u661f\u8fb0\u4ecd\u7136\u5728\u901a\u8fc7\u5185\u6d4b\u9080\u8bf7\u7801\u7684\u65b9\u5f0f\u6765\u63a5\u5165\uff0c\u83b7\u53d6\u96be\u5ea6\u5e76\u4e0d\u9ad8\u30023\u670829\u65e5\u591c\u665a\uff0c\u9636\u8dc3\u661f\u8fb0\u8fd8\u9080\u8bf7\u4e86\u674e\u96ea\u7434\u4f5c\u4e3a\u6d4b\u8bd5\u5b98\u6765\u4f53\u9a8c\u4ea7\u54c1\u3002<\/p>\n<p>\u4ece\u6a21\u578b\u4e0a\uff0c\u9636\u8dc3\u661f\u8fb0\u9760\u514d\u8d39<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e7%ad%96%e7%95%a5\" title=\"View all posts in \u7b56\u7565\" target=\"_blank\" class=\"tag_link\">\u7b56\u7565<\/a>\u786e\u5b9e\u5403\u4e0a\u4e86\u7ea2\u5229\uff0c\u4e00\u6bb5\u65f6\u95f4\u5185\u4f4d\u5217OpenRouter\u6d88\u8017\u699c\u5355\u7b2c\u4e00\u3002\u4f46\u4ece\u4ea7\u54c1\u4e0a\uff0cStepClaw\u60f3\u9760\u4ea7\u54c1\u4ece&ldquo;\u9f99\u867e\u4eec&rdquo;\u4e2d\u6740\u51fa\u91cd\u56f4\uff0c\u8fd8\u9700\u8981\u65f6\u95f4\u3002<\/p>\n<h2><strong>\u81ea\u5efaSkill\u751f\u6001\uff0c\u9636\u8dc3\u7684\u91ce\u5fc3<\/strong><\/h2>\n<p>\u53ef\u4ee5\u770b\u5230\uff0c\u56db\u5bb6\u5927\u6a21\u578b\u521b\u4f01\u6708\u4e4b\u6697\u9762\u3001MiniMax\u3001\u9636\u8dc3\u661f\u8fb0\u548c\u667a\u8c31\u90fd\u505a\u4e86OpenClaw\u5e73\u66ff\u54c1\u3002\u5bf9\u4e8e\u5206\u5403\u9f99\u867e\u8089\uff0c\u6bcf\u4e00\u5bb6\u90fd\u6709\u70ed\u60c5\u3002<\/p>\n<p>\u5bf9\u4e8e\u5c06\u81ea\u7814\u5927\u6a21\u578b\u4f5c\u4e3a\u6838\u5fc3\u7ade\u4e89\u529b\u7684\u4e0a\u8ff0\u4f01\u4e1a\u6765\u8bf4\uff0cOpenClaw\u662f\u4e00\u4e2aAgent\u7206\u6b3e\u4ea7\u54c1\uff0c\u5b83\u7684\u610f\u4e49\u4e0d\u4ec5\u4ec5\u662f\u5bf9\u4ea7\u54c1\u6d41\u91cf\u3001\u751f\u6001\u7684\u62bc\u6ce8\uff0c\u800c\u66f4\u5173\u952e\u7684\u662f\u9760\u5de8\u989d\u7684token\u6d88\u8017\uff0c\u8bb2\u597d\u81ea\u5bb6B\u7aef\u7684API\u751f\u610f\u7ecf\u3002<\/p>\n<p>\u4ee5\u7b14\u8005\u6d4b\u8bd5\u4e3a\u4f8b\uff0c\u6bd4\u5982\u8ba9\u9f99\u867e\u505a\u4e00\u4e2a\u5b9a\u65f6\u65e5\u62a5\u7684\u4efb\u52a1\uff0c\u4e00\u822c\u5355\u6b21\u5bf9\u8bdd\u5c31\u8981\u6d88\u8017\u767e\u4e07\u4e2atokens\uff0c\u5982\u679c\u4e00\u5929\u8c03\u7528\u5341\u51e0\u6b21\uff0c\u4e00\u4e2a\u6708\u7684tokens\u6d88\u8017\u91cf\u4e5f\u80fd\u5230\u51e0\u4ebf\u6b21\u3002\u5382\u5bb6\u53ea\u9760\u514d\u8d39\u662f\u4e0d\u53ef\u80fd\u6491\u8d77\u8fd9\u4e48\u5927\u7684\u6d88\u8017\u91cf\u7684\uff0c\u8fd9\u4e5f\u662f\u4e3a\u4ec0\u4e48\u6700\u8fd1\u4ece\u4e91\u5382\u5546\u5230\u5927\u6a21\u578b\u521b\u4f01\uff0c\u90fd\u5728\u7ed9tokens\u63d0\u4ef7\u7684\u539f\u56e0\u3002<\/p>\n<p>\u600e\u4e48\u8ba9\u7528\u6237&ldquo;\u5c1d\u53e3\u9f99\u867e\u8089&rdquo;\u540e\uff0c\u8fd8\u613f\u610f\u7ee7\u7eed\u5c1d\u8bd5\uff1f\u8fd9\u5c31\u662f\u9636\u8dc3\u661f\u8fb0\u5728\u642d\u5efa\u9f99\u867e\u4e4b\u524d\uff0c\u5148\u53d1\u5e03\u4e86\u81ea\u5bb6Skill\u5546\u5e97&ldquo;\u6c34\u4ea7\u5e02\u573a&rdquo;\u7684\u539f\u56e0\u3002<\/p>\n<p>\u636e\u9636\u8dc3\u661f\u8fb0StepClaw\u3001\u6c34\u4ea7\u5e02\u573a\u8d1f\u8d23\u4eba\u949f\u7ecf\u7eac\u5224\u65ad\uff0c\u6625\u8282\u671f\u95f4\u505a&ldquo;\u6c34\u4ea7\u5e02\u573a&rdquo;\u7684\u5224\u65ad\u6709\u4e8c\uff1a\u7b2c\u4e00\uff0cOpenClaw\u5728\u6625\u8282\u524d\u540e\u7684\u7206\u53d1\u8ba9\u4ed6\u9884\u5224\uff0c\u6625\u8282\u671f\u95f4\u4f1a\u6709\u66f4\u591a\u4eba\u53bb\u5c1d\u8bd5\u4f7f\u7528\uff0c\u8fd9\u4e9b\u4eba\u4e00\u5b9a\u4f1a\u9047\u5230\"\u4e0d\u77e5\u9053\u7528\u6765\u5e72\u561b\"\u7684\u95ee\u9898\uff1b\u7b2c\u4e8c\uff0cOpenClaw\u5e26\u6765\u7684\u8d44\u4ea7\u7c7b\u578b\u66f4\u4e30\u5bcc\u4e86\uff0c\u6280\u80fd\u3001\u7ecf\u9a8c\u3001\u63d2\u4ef6\u3001\u9891\u9053\u3001\u89e6\u53d1\u5668\u90fd\u9700\u8981\u4e00\u4e2a\u5730\u65b9\u6765\u627f\u8f7d\u548c\u5206\u53d1\u3002<\/p>\n<p>\u53ef\u4ee5\u8bf4\uff0cSkills\u662f\u5f53\u4e0b\u5e2e\u7528\u6237\u771f\u6b63\u627e\u5230\u573a\u666f\u505a\u4e8b\u7684\u89e6\u624b\u3002\u57282025\u5e74\uff0c\u6211\u4eec\u8fd8\u9700\u8981\u5728\u5404\u5bb6\u5927\u5382\u7684Agent\u5f00\u53d1\u5e73\u53f0\uff0c\u770b\u4e0d\u540c\u5f00\u53d1\u8005\u8d21\u732e\u7684\u5404\u7c7bAgent\uff0c\u6bd4\u5982\u5b57\u8282\u6263\u5b50\u7a7a\u95f4\u4e0a\u5212\u5206\u597d\u7684\u79cd\u7c7b\uff0c\u4e0d\u540c\u7684\u4efb\u52a1\uff0c\u9700\u8981\u8c03\u7528\u4e0d\u540c\u7684Agent\u3002<\/p>\n<p>\u800c\u5728MCP\u548cSkills\u666e\u53ca\u7684\u5f53\u4e0b\uff0c\u4e00\u4e2aAgent\u53ef\u4ee5\u81ea\u5df1\u7ec4\u88c5\u591a\u79cd\u6280\u80fd\uff0c\u5c31\u76f8\u5f53\u4e8e\u7ed9\u9f99\u867e\u88c5\u4e0a\u4e86\u624b\u548c\u811a\uff0c\u4e5f\u5c31\u6210\u4e86\u9f99\u867e\u4eec\u7684\u5fc5\u9700\u54c1\u3002\u4ece2\u6708\u9f99\u867e\u70ed\u5230\u73b0\u5728\uff0c\u4e00\u4e2a\u591a\u6708\u7684\u65f6\u95f4\u91cc\uff0c\u5382\u5546\u4eec\u4e5f\u5df2\u7ecf\u5f00\u59cb\u5728\u4ea7\u54c1\u4e2d\u9884\u88c5\u597dFind Skill\uff08\u5e2e\u7528\u6237\u5bfb\u627e\u5408\u9002Skill\u5e76\u4e0b\u8f7d\uff09\u3001Skill Vetter\uff08\u786e\u4fdd\u5b89\u88c5Skill\u7684\u5b89\u5168\u6027\uff09\u7b49Skill\uff0c\u63d0\u5347\u7528\u6237\u521d\u59cb\u4f53\u9a8c\uff0c\u89e3\u51b3\u7528\u6237&ldquo;\u5230\u5e95\u7528\u9f99\u867e\u505a\u4ec0\u4e48&rdquo;\u7684\u7591\u95ee\u3002<\/p>\n<p>\u6b63\u5982\u4f60\u4e70\u5230\u7684\u6bcf\u5bb6\u624b\u673a\u90fd\u6709\u81ea\u5df1\u7684\u5e94\u7528\u5546\u5e97\uff0c\u73b0\u5728\u5e02\u9762\u4e0a\u7684\u5c0f\u9f99\u867e\u4eec\uff0c\u4e5f\u57fa\u672c\u81ea\u5e26\u7c7b\u4f3c&ldquo;\u6c34\u4ea7\u5e02\u573a&rdquo;\u7684\u81ea\u5bb6Skill\u5546\u5e97\uff0c\u901a\u8fc7\u5f00\u53d1\u8005\u751f\u6001\u5171\u521b\uff0c\u66f4\u591a\u80fd\u591f\u5e94\u7528\u5728\u529e\u516c\u3001\u4ee3\u7801\u7b49\u573a\u666f\u7684\u6280\u80fd\u51fa\u73b0\u5728\u5546\u5e97\u7ed9\u7528\u6237\u8c03\u7528\u3002<\/p>\n<p>\u4e0d\u8fc7\uff0c\u76ee\u524d\u5728\u521d\u7ea7\u9636\u6bb5\uff0cSkills\u5e02\u573a\u4e5f\u96be\u4ee5\u5f62\u6210\u58c1\u5792\uff0c\u5b83\u53ea\u80fd\u7b97\u662f\u9f99\u867e\u7684&ldquo;\u6807\u914d\u9879\u76ee&rdquo;\u3002<\/p>\n<p>\u76ee\u524d\u4ece\u6570\u91cf\u6765\u770b\uff0c\u9636\u8dc3\u661f\u8fb0\u7684\u6c34\u4ea7\u5e02\u573a\u4e2d\u4e00\u5171\u67095500\u4e2aSkills\uff0c\u6bd4\u8d77\u76ee\u524d\u6d77\u5916\u5e02\u573a\u7684ClawHub\u6765\u8bf4\uff0c\u540e\u8005\u5f53\u524dSkills\u6570\u91cf\u5df2\u7ecf\u66f4\u65b0\u523040000\u4ee5\u4e0a\u3002\u867d\u7136\u56fd\u5185\u751f\u6001\u7684\u5b8c\u5584\u8fd8\u6709\u5f85\u6539\u8fdb\uff0c\u4f46\u56fd\u5185Skill\u751f\u6001\u7684\u642d\u5efa\u52bf\u5728\u5fc5\u884c\uff0c\u6bd4\u5982\u4e00\u4e9b\u56fd\u5185\u7528\u6237\u7528\u5f97\u66f4\u591a\u7684\u4ea7\u54c1\uff08<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e5%be%ae%e4%bf%a1\" title=\"View all posts in \u5fae\u4fe1\" target=\"_blank\" class=\"tag_link\">\u5fae\u4fe1<\/a>\u3001B\u7ad9\uff09\u7b49\u76f8\u5173\u6280\u80fd\u7684\u63a5\u5165\uff0c\u8fd8\u662f\u9760\u56fd\u5185\u5f00\u53d1\u8005\u4e0a\u4f20\u3002<\/p>\n<figure>\n<p><img loading=\"lazy\" src=\"https:\/\/images.tmtpost.com\/uploads\/images\/2026\/03\/177c00000655a99e975770f422fe27b7_1774932675.jpeg?imageMogr2\/auto-orient\/strip\/interlace\/1\/quality\/85\/thumbnail\/1440x769\/gravity\/center\/crop\/!1440x769&ext=.jpeg\" width=\"1080\" height=\"577\" alt=\"\u684c\u9762\u9f99\u867e\u6765\u4e86\uff1f\u9636\u8dc3\u661f\u8fb0\u7684\u672c\u5730Agent\u6218\u4e8b\" style=\"display:block; margin-left:auto; margin-right:auto\" 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