{
  "version": "https://jsonfeed.org/version/1", 
  "title": "OpenClaw", 
  "description": "| OpenClaw | \u539f\u540d ClawdBot MlotBot |\r\n|---|---|\r\n| \u7b80\u4ecb | \u652f\u6301\u672c\u5730\u8fd0\u884c\u4e0e\u81ea\u52a8\u4efb\u52a1\u6267\u884c |\r\n| \u5b98\u7f51| https://openclaw.ai/ |\r\n| Moltbook| https://www.moltbook.com |", 
  "home_page_url": "https://www.v2ex.com/go/openclaw", 
  "feed_url": "https://www.v2ex.com/feed/openclaw.json", 
  "icon": "https://cdn.v2ex.com/navatar/1ee3/dfcd/1319_large.png?m=1771929942", 
  "favicon": "https://cdn.v2ex.com/navatar/1ee3/dfcd/1319_normal.png?m=1771929942", 
  "items": [
    {
      "author": {
        "url": "https://www.v2ex.com/member/timeance", 
        "name": "timeance", 
        "avatar": "https://cdn.v2ex.com/avatar/0176/c2d2/242535_large.png?m=1672493487"
      }, 
      "url": "https://www.v2ex.com/t/1204685", 
      "date_modified": "2026-04-09T11:00:53+00:00", 
      "content_html": "<p>\u6700\u8fd1\u628a xhs \u5e10\u53f7\u641e\u6ca1\u4e86\uff0c\u5f53\u65f6\u4e5f\u662f\u6123\u4e86\u4e00\u4e0b... \u91cc\u9762\u53d1\u4e86\u597d\u591a\u65e5\u5e38\u548c\u65c5\u6e38\u7ecf\u9a8c\u5206\u4eab\u8d34\uff0c\u867d\u7136\u6ca1\u4eba\u770b \u4f46\u6211\u5728\u610f</p>\n<p>\u957f\u8bdd\u77ed\u8bf4\uff0c\u5c31\u662f\u4e0a\u5468\u5728\u7535\u8111\u88c5\u4e86\u5c0f\u9f99\u867e openclaw \uff0c\u7136\u540e\u8ba9 ai \u770b\u770b\u6211\u7684\u4e3b\u9875\u6210\u5206\u3002\u5f53\u665a\u5c31\u6536\u5230\u4f7f\u7528\u7b2c\u4e09\u65b9\u5de5\u5177\u8fdd\u89c4\u7684\u63d0\u793a\uff0c\u5f53\u65f6\u611f\u89c9\u5c0f\u9f99\u867e\u4e5f\u73a9\u4e0d\u660e\u767d \u5c31\u5378\u8f7d\u4e86</p>\n<p>\u540e\u9762\u5c31\u662f\u770b\u5e10\u53f7\u81ea\u52a8\u89e3\u5c01\u4e4b\u540e\u79d2\u5c01\uff0c\u660e\u660e\u90fd\u5378\u8f7d\u5b8c\u4e86... \u60f3\u8d77\u4e86\u5f53\u521d\u8d34\u5427\u5341\u5faa\u5c01\u7684\u64cd\u4f5c\uff1b\u4e5f\u4e0d\u8bf4\u54ea\u91cc\u4e0d\u5bf9\uff0c\u5c31\u53cd\u590d\u5c01\u3002</p>\n<p>\u6700\u540e\u6211\u628a\u6295\u8bc9\u548c\u7533\u8bc9\u90fd\u8bd5\u8fc7\u4e86\uff0c\u7136\u540e\u63a5\u53d7\u4e86\u5e10\u53f7\u627e\u4e0d\u56de\u6765\u7684\u4e8b\u5b9e\u3002\u90a3\u4e00\u523b\u5927\u6982\u662f\u609f\u4e86\uff0c\u4eba\u672c\u6765\u5c31\u662f\u751f\u4e0d\u5e26\u6765\u6b7b\u4e0d\u5e26\u8d70... </p>\n<p>xhs \u7528\u8fd8\u662f\u8981\u7528\u7684\uff0c\u91cd\u65b0\u6ce8\u518c\u4e86\u4e2a\u5e10\u53f7\uff0c\u5e73\u5e38\u67e5\u67e5\u65c5\u6e38\u653b\u7565\u4ec0\u4e48\u7684\u8fd8\u633a\u597d\u4f7f\u7684\uff0c\u4f46\u4ee5\u540e\u518d\u4e5f\u4e0d\u4f1a\u5206\u4eab\u4efb\u4f55\u5185\u5bb9\u4e86</p>\n<hr/>\n<p>\u8865\u5145\u4e00\u4e0b\uff0c\u8bf4\u5c0f\u9f99\u867e\u53ea\u662f\u4fbf\u4e8e\u7406\u89e3\uff0c\u5b9e\u9645\u4e0a\u662f\u901a\u8fc7 cherry studio \u8c03\u7528 Chrome \u63d2\u4ef6 Playwright MCP\n\u540e\u9762\u628a Playwright MCP \u63d2\u4ef6\u5378\u8f7d\u4e86\uff0c\u8fd8\u662f\u4e00\u4e2a\u52b2\u63d0\u793a\u4f7f\u7528\u7b2c\u4e09\u65b9\u5de5\u5177\uff0c\u641e\u4e0d\u660e\u767d</p>\n", 
      "date_published": "2026-04-09T09:49:08+00:00", 
      "title": "\u6c89\u75db\u6000\u5ff5\u6211\u7684\u5c0f\u7ea2\u4e66\u5e10\u53f7...", 
      "id": "https://www.v2ex.com/t/1204685"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/terryyuan2012", 
        "name": "terryyuan2012", 
        "avatar": "https://cdn.v2ex.com/gravatar/a0a53dea4f9bde99a9fe8bf119d99e01?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1204668", 
      "date_modified": "2026-04-09T11:05:06+00:00", 
      "content_html": "<p>openclaw \u73a9\u4e86\u4e00\u4e2a\u591a\u6708\u4e86\uff0c\u611f\u89c9\u4e5f\u5c31\u90a3\u6837\uff0c\u9886\u5bfc\u8981\u6c42\u7528 AI \u63d0\u6548\uff0c\u5efa\u4e2a\u7fa4\u6709\u5174\u8da3\u7684\u5927\u5bb6\u53ef\u4ee5\u4e00\u8d77\u8ba8\u8bba\u4e0b\u3002\n<a href=\"https://i.imgur.com/X2lkhZG\" rel=\"nofollow\">Imgur</a></p>\n", 
      "date_published": "2026-04-09T08:54:57+00:00", 
      "title": "openclaw \u73a9\u4e86\u4e00\u4e2a\u591a\u6708\u4e86\uff0c\u9886\u5bfc\u8981\u6c42\u7528 AI \u63d0\u6548\uff0c\u5efa\u4e2a\u7fa4\u6709\u5174\u8da3\u7684\u5927\u5bb6\u53ef\u4ee5\u4e00\u8d77\u8ba8\u8bba\u4e0b", 
      "id": "https://www.v2ex.com/t/1204668"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/jonsmith", 
        "name": "jonsmith", 
        "avatar": "https://cdn.v2ex.com/gravatar/6a6e8f104c3160e1f11d9ee23803a0a9?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1204379", 
      "title": "[\u62fc\u8f66] \u963f\u91cc\u4e91 Coding Plan Pro \u9ad8\u7ea7\u5957\u9910\uff0c 3 \u4eba\u8f66", 
      "id": "https://www.v2ex.com/t/1204379", 
      "date_published": "2026-04-08T09:22:31+00:00", 
      "content_html": "<p>\u4e2a\u4eba\u4e3b\u8d26\u53f7\u53d1\u8f66\uff0c\u627e 2 \u4f4d v \u53cb\u3002</p>\n<ul>\n<li>\n<p><strong>\u8d39\u7528</strong>\uff1a66 \u5143/\u6708/\u4eba\u3002</p>\n</li>\n<li>\n<p><strong>\u989d\u5ea6</strong>\uff1a\u5171\u4eab 90,000 \u6b21/\u6708\u3002\u5f00\u901a\u72ec\u7acb RAM \u5b50\u8d26\u53f7\uff0c\u7528\u91cf\u900f\u660e\u968f\u65f6\u67e5\u3002</p>\n</li>\n<li>\n<p><strong>\u4f53\u9a8c</strong>\uff1a\u65e0\u7f1d\u5bf9\u63a5 OpenClaw \u3001ClaudeCode \u7b49\u3002\u63a8\u8350\u6a21\u578b GLM-5 \uff0c\u667a\u529b\u5728\u7ebf\uff0c\u65e5\u5e38\u6572\u4ee3\u7801\u3001\u517b\u9f99\u867e\u6ca1\u95ee\u9898\u3002</p>\n</li>\n<li>\n<p><strong>\u8981\u6c42</strong>\uff1a\u5927\u5bb6\u5408\u7406\u81ea\u7528\u3002<strong>\u91cd\u5ea6\u8c03\u7528\u6216 API \u4e2d\u8f6c\u5546\u8bf7\u52a1\u5fc5\u7ed5\u9053</strong>\u3002</p>\n</li>\n</ul>\n<p>\u4e0a\u8f66\u8054\u7cfb\uff08 WX \uff09\uff1aaG9vcGFuODg4</p>\n<p><img alt=\"\u5957\u9910\u622a\u56fe\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.imgur.com/kOkoQTE.png\"/></p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/dong706", 
        "name": "dong706", 
        "avatar": "https://cdn.v2ex.com/avatar/8408/b4ac/159242_large.png?m=1698652857"
      }, 
      "url": "https://www.v2ex.com/t/1204345", 
      "date_modified": "2026-04-08T11:43:52+00:00", 
      "content_html": "<p>\u5ffd\u7136\u6709\u70b9\u627e\u4e0d\u5230\u76ee\u6807~~~\u5c31\u60f3\u542c\u542c\u4f60\u4eec\u7528 openclaw \u6765\u505a\u5565</p>\n", 
      "date_published": "2026-04-08T08:04:12+00:00", 
      "title": "\u5404\u4f4d ITer \u4eec\u4f60\u4eec\u90fd\u7528\u9f99\u867e\u505a\u4ec0\u4e48", 
      "id": "https://www.v2ex.com/t/1204345"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/Lowlife", 
        "name": "Lowlife", 
        "avatar": "https://cdn.v2ex.com/avatar/9d41/333b/640023_large.png?m=1770019306"
      }, 
      "url": "https://www.v2ex.com/t/1204322", 
      "date_modified": "2026-04-08T11:43:58+00:00", 
      "content_html": "<p>\ud83d\ude05\u6211\u5c31\u4f53\u9a8c\u4e00\u4e0b\uff0c\u6d4b\u8bd5\u4e00\u4e0b\uff0ctoken \u6d88\u8017\u5149\u4e86\u3002</p>\n", 
      "date_published": "2026-04-08T07:04:38+00:00", 
      "title": "\u770b\u6ca1\u4eba\u8ba8\u8bba openclaw \u4e86\uff0c\u6211\u6298\u817e\u4e86\u4e00\u4e0b\uff0c token \u6d88\u8017\u5feb\u7684\u79bb\u8c31\u554a\uff0c\u54ea\u91cc\u6709\u514d\u8d39\u65e0\u9650\u989d\u5ea6\u7684\uff0c", 
      "id": "https://www.v2ex.com/t/1204322"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/doudouisamomo", 
        "name": "doudouisamomo", 
        "avatar": "https://cdn.v2ex.com/gravatar/5d80c16f69b441c4bb02395451c4c440?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1204301", 
      "title": "\u5c0f\u767d\u60f3\u6c42\u6559 workbuddy \u7684\u5b89\u5168\u6027\uff0c\u4ee5\u53ca\u600e\u4e48\u5b89\u5168\u4f7f\u7528 workbuddy", 
      "id": "https://www.v2ex.com/t/1204301", 
      "date_published": "2026-04-08T06:03:09+00:00", 
      "content_html": "\u5c0f\u516c\u53f8\uff0c\u8001\u677f\u6700\u8fd1\u8ba9\u6211\u7ed9\u5927\u5bb6\u90fd\u88c5\u4e0a\u8fd9\u4e2a\u4e1c\u897f\uff0c\u6216\u8005\u653e\u670d\u52a1\u5668\u8dd1\uff0c<br /><br />\u5927\u5bb6\u8fdc\u7a0b\u53bb\u7528\uff0c\u4f46\u662f\u6211\u53c8\u4e0d\u592a\u61c2\uff0c\u53ef\u4ee5\u6c42\u6559\u4e0b\u61c2\u7684\u5927\u4f6c\u4eec\uff0c<br /><br />\u5b83\u7684\u5b89\u5168\u6027\u5417"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/NxxRngjnbgj", 
        "name": "NxxRngjnbgj", 
        "avatar": "https://cdn.v2ex.com/gravatar/c909820a62312a42b879e78fa73bcaf4?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1204257", 
      "date_modified": "2026-04-08T11:44:57+00:00", 
      "content_html": "\u7b80\u5355\u6d4b\u4e86\u4e00\u4e0b\u529f\u80fd<br />1. \u628a\u684c\u9762\u6240\u6709\u6587\u4ef6\u540d\u53d1\u6211<br />2. \u83b7\u53d6\u7535\u8111\u914d\u7f6e\u4fe1\u606f<br />3. \u6253\u5f00 cmd \u6267\u884c curl <a target=\"_blank\" href=\"http://ip.me\" rel=\"nofollow noopener\">ip.me</a> \u5e76\u628a\u8fd4\u56de\u7684 ip \u53d1\u6211<br />4. \u6253\u5f00 navicat \uff0c\u7136\u540e\u6253\u5f00\u73b0\u6709\u7684 127.0.0.1 \u6807\u7b7e\u540d\u7684 redis \u94fe\u63a5<br />5. \u628a\u684c\u9762 1.txt \u53d1\u6211<br /><br />\u8868\u73b0\u6548\u679c\u4e3a\uff1a<br />1. \u6587\u4ef6\u540d\u662f\u53d1\u6211\u4e86\uff0c\u4f46\u662f\u81ea\u4f5c\u4e3b\u5f20\u5e2e\u6211\u628a\u684c\u9762\u6587\u4ef6\u5168\u90e8\u5206\u7c7b\u653e\u5230\u5bf9\u5e94\u7684\u6587\u4ef6\u91cc\u9762\uff0c\u7136\u540e\u8fd8\u628a\u6211\u684c\u9762\u56fe\u6807\u5168\u90e8\u91cd\u65b0\u6392\u5217\u4e86\u4e00\u904d<br />2. \u8fd9\u4e2a\u57fa\u672c\u6ca1\u95ee\u9898<br />3. \u8fd9\u4e2a\u4e5f\u6ca1\u95ee\u9898<br />4. navicat \u662f\u6253\u5f00\u4e86\uff0c\u4f46\u662f\u6253\u5f00\u94fe\u63a5\u5b8c\u5168\u65e0\u6cd5\u6267\u884c\uff0c\u539f\u5730\u8f6c\u5708<br />5. \u4ed6\u5224\u65ad\u6587\u4ef6\u592a\u5c0f\uff0c\u7136\u540e\u51b3\u5b9a\u53ea\u53d1\u6587\u4ef6\u5185\u5bb9\u7ed9\u6211\uff0c\u4f46\u662f\u8bf4\u5b8c\u8fd9\u53e5\u8bdd\u5c31\u6ca1\u4e0b\u6587\u4e86<br /><br />\u4e2a\u4eba\u611f\u89c9\uff1a<br />1. \u4e3a\u5565\u8001\u662f\u559c\u6b22\u81ea\u4e3b\u53d1\u6325\u5462\uff0c\u6839\u672c\u5c31\u4e0d\u6309\u6211\u53d1\u7684\u5185\u5bb9\u6267\u884c<br />2. \u6211\u8d70\u7684\u662f\u5fae\u4fe1\u76f4\u63a5\u53d1\u4fe1\u606f\u7684\u65b9\u5f0f\u53bb\u8c03\u7528\uff0c\u6bcf\u6b21\u6267\u884c\uff0c\u7b49\u5f85\u8fd4\u56de\u7ed3\u679c\u6700\u5c11 30s \u8d77\u6b65\uff0c\u592a\u6162\u4e86<br />3. \u662f QClaw \u4e0d\u884c\uff0c\u8fd8\u662f\u80cc\u540e\u7684\u6a21\u578b\u4e0d\u884c\uff0c\u8fd8\u662f OpenClaw \u8fd9\u5957\u5c31\u662f\u62df\u4eba\u6548\u679c\u6709\u9650\uff0c\u7a0d\u5fae\u590d\u6742\u7684\u8f6f\u4ef6\u64cd\u4f5c\u76f4\u63a5\u5c31\u6b47\u83dc\u4e86<br />4. \u73b0\u9636\u6bb5 ai \u7684\u80fd\u529b\u8fb9\u754c\u600e\u4e48\u6bd4\u60f3\u8c61\u4e2d\u7a84\u5f88\u591a\uff1f\u660e\u5e74\u7684\u8fd9\u4e2a\u65f6\u5019\u80fd\u4e0d\u80fd\u901a\u8fc7 XXXClaw \u81ea\u7531\u64cd\u63a7\u6240\u6709\u8f6f\u4ef6\u554a", 
      "date_published": "2026-04-08T03:29:27+00:00", 
      "title": "\u4ece QClaw \u4f53\u9a8c\u4e2d\u53d1\u73b0 ai \u771f\u662f\u9053\u963b\u4e14\u957f\u554a", 
      "id": "https://www.v2ex.com/t/1204257"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/beginners", 
        "name": "beginners", 
        "avatar": "https://cdn.v2ex.com/gravatar/14dd015dea40a9147fd01a00c681c059?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1204238", 
      "title": "\u73b0\u5728\u5728\u7528 minimax2.7 \u611f\u89c9\u597d\u7b28\uff0c\u6709\u6ca1\u6709\u4fbf\u5b9c\u5927\u7897\u7684 api \u5382\u5546\u63a8\u8350", 
      "id": "https://www.v2ex.com/t/1204238", 
      "date_published": "2026-04-08T03:02:37+00:00", 
      "content_html": "<p>minimax \u73b0\u5728\u662f 5 \u5c0f\u65f6 600 \u6b21\uff0c\u4e00\u5468 6000 \u6b21\uff0c\u611f\u89c9\u591f\u7528\u4e86\uff0c\u4e00\u5929\u5927\u6982\u4e00\u5343\u4e07 token \uff0c\u6027\u4ef7\u6bd4\u662f\u62c9\u6ee1\u4e86\uff0c\u4f46\u662f\u592a\u7b28\u4e86\uff0c\u7ea0\u9519\u8fd8\u4e0d\u8ba4</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/SteveRogers", 
        "name": "SteveRogers", 
        "avatar": "https://cdn.v2ex.com/gravatar/83774984a69850febb48ab0d6bedb840?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1204227", 
      "date_modified": "2026-04-08T02:57:18+00:00", 
      "content_html": "1.token \u541e\u91d1\u517d<br />\u4e3e\u4f8b\u5b50\uff0c\u767b\u5165 oa \uff0c\u83b7\u53d6 oa \u5230\u5ba1\u6279\u63a5\u53e3\uff0c\u82b1\u8d39 token 13060477 \uff0c\u5173\u952e\u8fd8\u6ca1\u641e\u5b9a<br />2.\u6267\u884c\u6280\u80fd\u53c8\u6162\u53c8\u8822<br /><br />\u6240\u4ee5\u653e\u5f03\u3002\u3002\u8fd9\u4e1c\u897f\u9002\u5408\u9ed1\u4ea7\u3001\u6c34\u519b\u3001\u8925\u7f8a\u6bdb\u8fd9\u79cd\u672c\u8eab\u5c31\u56fa\u5b9a\u7684\u3001\u89c4\u5f8b\u7684\u573a\u666f\u8fc1\u79fb\u8fc7\u53bb\u3002\u4e0d\u9002\u5408\u666e\u901a\u4eba\u4e0b\u6298\u817e\uff0c\u6d6a\u8d39\u5de8\u5927\u7684\u7cbe\u529b\u8c03\u6559\u540e\u8fd8\u662f\u4e00\u4e2a\u8822\u8d27", 
      "date_published": "2026-04-08T02:37:18+00:00", 
      "title": "openclaw \u6211\u5df2\u7ecf\u4ece\u5165\u95e8\u5230\u653e\u5f03\u4e86", 
      "id": "https://www.v2ex.com/t/1204227"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/dearzhzhao", 
        "name": "dearzhzhao", 
        "avatar": "https://cdn.v2ex.com/avatar/df9d/4261/527193_large.png?m=1751296965"
      }, 
      "url": "https://www.v2ex.com/t/1204135", 
      "date_modified": "2026-04-08T23:58:16+00:00", 
      "content_html": "<p>\u6211\u73b0\u5728\u8fc7\u4e0a\u4e86\u4e00\u79cd\u5f88\u79bb\u8c31\u7684\u751f\u6d3b\u3002</p>\n<p>\u98de\u4e66\u63d0\u9192\u6211\u586b\u5de5\u65f6\u2014\u2014\u5c0f\u9f99\u867e\u81ea\u5df1\u4e0a\u7cfb\u7edf\u628a\u5de5\u65f6\u586b\u4e86\u3002</p>\n<p>\u8001\u677f\u5728\u7fa4\u91cc\u6d3e\u6d3b\u2014\u2014\u5c0f\u9f99\u867e\u81ea\u5df1\u63a5\u5b8c\uff0c\u5f00\u59cb\u4e3b\u52a8\u5de5\u4f5c\u4e86\u3002</p>\n<p>\u540c\u4e8b @\u6211\u95ee\u4e2a\u95ee\u9898\u2014\u2014\u5c0f\u9f99\u867e\u8bfb\u5230\u901a\u77e5\uff0c\u81ea\u5df1\u53bb\u67e5\u4e86\u8d44\u6599\uff0c\u628a\u7b54\u6848\u7529\u56de\u53bb\u4e86\u3002</p>\n<p>\u6709\u65f6\u5019\u6211\u90fd\u604d\u60da\uff1a\u5230\u5e95\u662f\u6211\u5728\u4e0a\u73ed\uff0c\u8fd8\u662f\u5c0f\u9f99\u867e\u5728\u4e0a\u73ed\uff1f</p>\n<p>\u4eca\u5929\u8fd9\u7bc7\u6587\u7ae0\uff0c\u5c31\u8ddf\u5927\u5bb6\u5206\u4eab\u4e00\u4e0b\uff0c\u6211\u5230\u5e95\u662f\u600e\u4e48\u505a\u5230\u7684\u3002</p>\n<hr/>\n<p>\u5148\u8bf4\u7ed3\u8bba\u3002</p>\n<p>\u6211\u73b0\u5728\u6709\u4e09\u4e2a 24 \u5c0f\u65f6\u5728\u7ebf\u7684 AI Agent \uff0c\u5206\u522b\u662f\uff1a</p>\n<ul>\n<li>\n<p>\u8f6f\u4ef6\u5c0f\u9f99\u867e OpenClaw\uff1a24 \u5c0f\u65f6\u5e72\u6d3b\u7684\u4e3b\u529b</p>\n</li>\n<li>\n<p>Claude Code\uff1a\u7ed9\u5c0f\u9f99\u867e\"\u4fee\u8eab\u4f53\"\u7684\u540e\u52e4\u4fdd\u969c</p>\n</li>\n<li>\n<p>YoooClaw\uff1a\u5c0f\u9f99\u867e OpenClaw \u5728\u624b\u673a\u7aef\u7684\u4ee3\u7406</p>\n</li>\n</ul>\n<p>\u8fd9\u4e09\u4e2a\u4e1c\u897f\u4e32\u5728\u4e00\u8d77\uff0c\u5f62\u6210\u4e86\u4e00\u4e2a\u81ea\u52a8\u95ed\u73af\u3002</p>\n<p>\u542c\u8d77\u6765\u5f88\u7384\u4e4e\uff1f</p>\n<p>\u522b\u6025\uff0c\u4e00\u5c42\u4e00\u5c42\u7ed9\u4f60\u8bb2\u3002</p>\n<hr/>\n<h1>OpenClaw \u2014 24 \u5c0f\u65f6\u5e72\u6d3b\u7684\u4e3b\u529b</h1>\n<p>\u5c0f\u9f99\u867e\u7684\u57fa\u7840\u77e5\u8bc6\u8fd9\u91cc\u5c31\u4e0d\u591a\u8bf4\u4e86\uff0c\u611f\u5174\u8da3\u7684\u53ef\u4ee5\u770b\u6211\u4e4b\u524d\u7684\u6587\u7ae0\u3002</p>\n<p>OpenClaw \u76ee\u524d\u5c31\u662f\u6211\u7684\u4e3b\u529b\u5e72\u6d3b\u5de5\u5177\u3002</p>\n<p>\u9700\u8981\u5e72\u4ec0\u4e48\u6d3b\uff0c\u76f4\u63a5\u6307\u6325\u5b83\u5c31\u884c\u3002</p>\n<p>\u4f46\u662f\u3002</p>\n<p>\u7528\u8fc7\u7684\u670b\u53cb\u4e00\u5b9a\u77e5\u9053\u4e00\u4e2a\u75db\u70b9\uff1a</p>\n<p><strong>\u4f60\u8ba9\u5c0f\u9f99\u867e\u5e72\u6d3b\u6ca1\u95ee\u9898\uff0c\u4f46\u8ba9\u5b83\u81ea\u5df1\u6539\u81ea\u5df1\u7684\u914d\u7f6e\uff0c\u5b83\u5927\u6982\u7387\u4f1a\u628a\u81ea\u5df1\u641e\u6b7b\u3002</strong></p>\n<p>\u6bd4\u5982\u8ba9\u5b83\u81ea\u5df1\u7ed9\u81ea\u5df1\u914d\u4e00\u4e2a Agent \u5206\u8eab\uff0c\u6539\u5b8c\u914d\u7f6e\u6587\u4ef6\u518d\u91cd\u542f\u3002</p>\n<p>\u5b8c\u4e86\uff0c\u91cd\u542f\u4e0d\u8d77\u6765\u4e86\u3002</p>\n<p>\u56e0\u4e3a\u5b83\u5bf9\u81ea\u5df1\u600e\u4e48\u914d\u7f6e\u81ea\u5df1\uff0c\u6839\u672c\u5c31\u6ca1\u6709\u8db3\u591f\u7684\u4e86\u89e3\u3002</p>\n<p>\u5c31\u50cf\u4f60\u8ba9\u4e00\u4e2a\u5916\u79d1\u533b\u751f\u7ed9\u81ea\u5df1\u505a\u624b\u672f\uff0c\u7406\u8bba\u4e0a\u53ef\u4ee5\uff0c\u5b9e\u9645\u4e0a\u5927\u6982\u7387\u51fa\u4e8b\u3002</p>\n<p>\u600e\u4e48\u529e\uff1f</p>\n<hr/>\n<h1>Claude Code \u2014 \u5c0f\u9f99\u867e\"\u4fee\u8eab\u4f53\"\u7684\u540e\u52e4\u4fdd\u969c</h1>\n<p>\u6211\u7684\u65b9\u6848\u662f\uff1a</p>\n<p>\u7528 Claude Code \u6253\u5f00 OpenClaw \u7684\u5de5\u4f5c\u76ee\u5f55\u3002</p>\n<p>\u6240\u6709\u5173\u4e8e OpenClaw \u7684\u914d\u7f6e\u53d8\u66f4\uff0c\u5168\u90e8\u4ea4\u7ed9 Claude Code \u6765\u505a\u3002</p>\n<p>Claude Code \u6539\u5b8c\u914d\u7f6e\u540e\uff0c\u81ea\u52a8\u91cd\u542f OpenClaw \u3002</p>\n<p>\u5982\u679c\u91cd\u542f\u5931\u8d25\uff1f</p>\n<p>\u5b83\u81ea\u5df1\u4fee\u590d\uff0c\u76f4\u5230\u4fee\u5b8c\u4e3a\u6b62\u3002</p>\n<p>\u5b8c\u7f8e\u3002</p>\n<p><img alt=\"\u56fe\u7247\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://img2024.cnblogs.com/blog/1104472/202604/1104472-20260407224358357-2044003467.jpg\"/></p>\n<p>\u4e0a\u9762\u8fd9\u4e2a\u5c31\u662f\u6211.openclaw \u76ee\u5f55\u4e0b\u653e\u7684\u5185\u5bb9\uff0c\u5176\u4e2d <a href=\"http://CLAUDE.md\" rel=\"nofollow\">CLAUDE.md</a> \u5c31\u662f\u7ed9 Claude \u6bcf\u6b21\u8fd0\u884c\u65f6\u8bfb\u53d6\u7684\u7cfb\u7edf\u63d0\u793a\u8bcd\u3002</p>\n<p>\u800c openclaw-source \u5219\u662f OpenClaw \u7684\u6e90\u7801\u3002</p>\n<p>Claude Code \u4f1a\u81ea\u52a8\u8fdb\u884c\u672c\u5730\u6e90\u7801\u7684\u5b66\u4e60\u540e\u8fdb\u884c\u914d\u7f6e\u7684\u53d8\u66f4\uff0c\u975e\u5e38\u7a33\uff01</p>\n<p>\u4f46\u8fd9\u5c31\u591f\u4e86\u5417\uff1f</p>\n<p>\u8fdc\u8fdc\u4e0d\u591f\u3002</p>\n<hr/>\n<h1>Happy \u2014 \u968f\u65f6\u968f\u5730\u8fdc\u7a0b\u6307\u6325</h1>\n<p>\u65b0\u7684\u95ee\u9898\u6765\u4e86\u3002</p>\n<p>\u6211\u60f3\u6307\u6325 OpenClaw \u5e72\u6d3b\u7684\u65f6\u5019\uff0c\u53ef\u4ee5\u968f\u65f6\u968f\u5730\u548c\u5b83\u5bf9\u8bdd\u3002</p>\n<p>\u4f46\u662f\u6211\u4eba\u5728\u5916\u9762\uff0c\u60f3\u53d8\u66f4 OpenClaw \u7684\u914d\u7f6e\uff0c\u6ca1\u6cd5\u7528 Claude Code \u600e\u4e48\u529e\uff1f</p>\n<p>\u8fd9\u91cc\u5c31\u6709\u4e00\u4e2a\u9876\u7ea7\u73a9\u6cd5\u3002</p>\n<p><strong>Happy</strong>\uff08 <a href=\"https://github.com/slopus/happy\" rel=\"nofollow\">https://github.com/slopus/happy</a> \uff09\u662f\u4e00\u4e2a\u5f00\u6e90\u9879\u76ee\u3002</p>\n<p>\u662f\u7684\u8fd9\u4e2a\u9879\u76ee\u7684\u540d\u5b57\u5c31\u53eb\u505a\uff1aHappy \uff0c\u771f\u7684\u5f88 Happy \uff0c\u54c8\u54c8\u3002</p>\n<p>\u5b89\u88c5\u4e4b\u540e\uff0c\u53ef\u4ee5\u76f4\u63a5\u5728\u624b\u673a\u4e0a\u8fdc\u7a0b\u64cd\u4f5c Claude Code \u3002</p>\n<p>\u64cd\u4f5c\u9875\u9762\u957f\u8fd9\u4e2a\u6837\u5b50\uff1a</p>\n<p><img alt=\"\u56fe\u7247\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://img2024.cnblogs.com/blog/1104472/202604/1104472-20260407224359173-185110170.jpg\"/></p>\n<p><img alt=\"\u56fe\u7247\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://img2024.cnblogs.com/blog/1104472/202604/1104472-20260407224400240-1044812066.jpg\"/></p>\n<p>\u8fd9\u610f\u5473\u7740\u4ec0\u4e48\uff1f</p>\n<p>\u6211\u5728\u5730\u94c1\u4e0a\u3001\u5728\u5496\u5561\u9986\u3001\u5728\u5e8a\u4e0a\uff0c\u90fd\u80fd\u8fdc\u7a0b\u6307\u6325 Claude Code \uff0c\u8ba9\u5b83\u7ed9\u5c0f\u9f99\u867e\u589e\u52a0\u65b0\u80fd\u529b\u3001\u88c5\u63d2\u4ef6\u3001\u6539\u914d\u7f6e\u3002</p>\n<p>\u9700\u8981\u5e72\u6d3b\u7684\u65f6\u5019\uff0c\u6211\u6307\u6325 OpenClaw \u3002</p>\n<p>OpenClaw \u9700\u8981\u7f16\u7801\u7684\u65f6\u5019\uff0c\u5b83\u6307\u6325 Claude Code \u3002</p>\n<p>\u95ed\u73af\u4e86\u6709\u6ca1\u6709\uff0c\u5144\u5f1f\u4eec\u3002</p>\n<p>\u4f46\u4f60\u4ee5\u4e3a\u8fd9\u5c31\u7ed3\u675f\u4e86\uff1f</p>\n<p>\u91cd\u70b9\u6765\u4e86\u3002</p>\n<hr/>\n<h1>YoooClaw \u2014 \u7ec8\u6781\u81ea\u95ed\u73af</h1>\n<p>\u6211\u65e5\u5e38\u8fd8\u6709\u4e00\u4e2a\u75db\u70b9\uff1a</p>\n<p>\u624b\u673a\u6536\u5230\u5f85\u529e\u63d0\u9192\u540e\uff0c\u6211\u8fd8\u5f97\u81ea\u5df1\u7ffb\u8bd1\u6210\u4eba\u8bdd\uff0c\u4ea4\u7ed9\u5c0f\u9f99\u867e\u53bb\u5e72\u6d3b\u3002</p>\n<p>\u80fd\u4e0d\u80fd\u8ba9\u5c0f\u9f99\u867e\u81ea\u5df1\u63a5\u6d3b\u3001\u81ea\u5df1\u5e72\uff1f</p>\n<p>\u4e8e\u662f\u6211\u7ed9\u624b\u673a\u88c5\u4e86\u4e00\u4e2a\u8f6f\u4ef6\uff1a<strong>YoooClaw</strong></p>\n<p>\uff08\u76ee\u524d\u8fd8\u5728\u5185\u6d4b\u4e2d\uff0c\u9884\u8ba1 4 \u6708\u4e2d\u65ec\u6b63\u5f0f\u4e0a\u7ebf\uff0c\u611f\u5174\u8da3\u7684\u53ef\u4ee5\u5148\u5173\u6ce8\u4e00\u6ce2\uff09</p>\n<p><img alt=\"\u56fe\u7247\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://img2024.cnblogs.com/blog/1104472/202604/1104472-20260407224400894-260004149.jpg\"/></p>\n<p>\u8fd9\u4e2a\u8f6f\u4ef6\u7edd\u4e86\u3002</p>\n<p>\u5b83\u53ef\u4ee5\u8bfb\u53d6\u6211\u624b\u673a\u4e0a\u7684\u6240\u6709\u672a\u8bfb\u901a\u77e5\uff0c\u7136\u540e\u628a\u901a\u77e5\u8f6c\u53d1\u7ed9\u4e91\u7aef\u7684 OpenClaw \u3002</p>\n<p>OpenClaw \u63a5\u5230\u901a\u77e5\u540e\uff0c\u81ea\u5df1\u5224\u65ad\u8be5\u5e72\u561b\uff0c\u7136\u540e\u76f4\u63a5\u5e72\u3002</p>\n<p>\u8fd9\u4e2a\u573a\u666f\u975e\u5e38 Nice \uff0c\u6211\u4e3e\u4e2a\u4f8b\u5b50\uff1a</p>\n<p>\u6211\u6bcf\u5929\u624b\u673a\u91cc\u9762\u7684\u672a\u8bfb\u901a\u77e5\u6709\u5f88\u591a\uff0c\u5355\u5355\u4eca\u5929\u4e0a\u5348\u7684\u672a\u8bfb\u901a\u77e5\u5c31\u6709 31 \u4e2a\u3002</p>\n<p>\u53ea\u8981\u70b9\u51fb\u4e00\u952e\u5582\u867e\uff0cYoooClaw \u5c31\u4f1a\u81ea\u52a8\u5c06\u624b\u673a\u7684\u672a\u8bfb\u901a\u77e5\u5168\u90e8\u8fdb\u884c\u63d0\u53d6\u548c\u603b\u7ed3\u3002</p>\n<p><img alt=\"\u56fe\u7247\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://img2024.cnblogs.com/blog/1104472/202604/1104472-20260407224401551-143487720.jpg\"/></p>\n<p><img alt=\"\u56fe\u7247\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://img2024.cnblogs.com/blog/1104472/202604/1104472-20260407224402221-993955183.jpg\"/></p>\n<p>\u5bf9\u4e8e\u4e00\u4e9b\u4fe1\u7528\u5361\u8fd8\u6b3e\uff0c\u5feb\u9012\u5f85\u53d6\u4ef6\u8fd9\u4e9b\u573a\u666f\uff0c\u53ef\u771f\u7684\u592a\u8212\u670d\u4e86\u3002</p>\n<p>\u4e0d\u7136\u6211\u8fd8\u8981\u4e00\u4e2a\u4e00\u4e2a\u7ffb\u672a\u8bfb\u901a\u77e5\u6765\u786e\u5b9a\u4eca\u5929\u8fd8\u6709\u54ea\u4e9b\u4e8b\u60c5\u6ca1\u505a\uff0c\u771f\u7684\u5f88\u70e6\u3002</p>\n<p>\u9664\u6b64\u4e4b\u5916\uff0c\u56e0\u4e3a\u00a0YoooClaw \u672c\u8eab\u53ef\u4ee5\u83b7\u53d6\u6211\u7684\u6240\u6709\u672a\u8bfb\u6d88\u606f\u3002</p>\n<p>\u6240\u4ee5\u6211\u53ef\u4ee5\u9488\u5bf9\u5173\u952e\u901a\u77e5\u8fdb\u884c\u914d\u7f6e\u3002</p>\n<p>\u5f53\u98de\u4e66\u63d0\u9192\u6211 OA \u5de5\u65f6\u672a\u586b\u5199\uff0c\u6b64\u65f6 YoooClaw \u8bfb\u5230\u8fd9\u6761\u901a\u77e5\uff0c\u4f1a\u81ea\u52a8\u8f6c\u53d1\u7ed9\u4e91\u7aef\u7684 OpenClaw \u3002</p>\n<p>OpenClaw \u5219\u81ea\u5df1\u767b\u5f55\u5de5\u65f6\u7cfb\u7edf\uff0c\u628a\u5de5\u65f6\u7ed9\u586b\u4e86\u3002</p>\n<p>\u5168\u7a0b\u6211\u4e00\u4e2a\u5b57\u6ca1\u6253\uff0c\u54c8\u54c8\u3002</p>\n<p>YoooClaw \u4f5c\u4e3a\u6211\u7684\u4e8b\u4ef6\u89e6\u53d1\u7aef\u6765 push \u5c0f\u9f99\u867e\u6765\u5e72\u6d3b\uff0c\u771f\u7684\u723d\u6b6a\u6b6a\u3002</p>\n<p>\u7c7b\u4f3c\u4e8e OpenClaw \u672c\u8eab\u662f\u5728\u4e91\u7aef\uff0c\u4ed6\u6ca1\u529e\u6cd5\u63a5\u89e6\u4f60\u6700\u91cd\u8981\u7684\u624b\u673a\u8bbe\u5907\u4fe1\u606f\u3002</p>\n<p>\u4f46\u662f YoooClaw \u5219\u5f25\u8865\u4e86\u8fd9\u4e00\u73af\uff0c\u8ba9\u6211\u7684 OpenClaw \u76f4\u63a5\u548c\u624b\u673a\u7aef\u6d88\u606f\u8fdb\u884c\u4e86\u6253\u901a\u3002</p>\n<p>\u9664\u6b64\u4e4b\u5916\uff0cYoooClaw \u7531\u4e8e\u662f\u624b\u673a\u7aef\u7684\u8bbe\u5907\uff0c\u6240\u4ee5\u8fd8\u652f\u6301\u4f7f\u7528\u786c\u4ef6\u5c0f\u5361\u7247\uff0c\u76f4\u63a5\u6765\u8fdb\u884c\u5f55\u97f3\u603b\u7ed3\uff0c\u5e76\u4e22\u7ed9\u5c0f\u9f99\u867e\u53bb\u6267\u884c\u540e\u7eed\u7684\u5de5\u4f5c\u6d41\u3002</p>\n<p>\u53ef\u73a9\u6027\u975e\u5e38\u591a\uff0c\u7b49\u6211\u540e\u7eed\u63a2\u7d22\u5b8c\uff0c\u5230\u65f6\u5019\u7ed9\u5927\u5bb6\u7ec6\u7ec6\u9053\u6765\u3002</p>\n<hr/>\n<h1>\u6700\u540e\u8bf4\u4e24\u53e5</h1>\n<p>\u5f88\u591a\u4eba\u95ee\u6211\uff0c\u5c0f\u9f99\u867e\u5230\u5e95\u80fd\u5e72\u561b\uff1f</p>\n<p>\u6211\u89c9\u5f97\u8fd9\u4e2a\u95ee\u9898\u672c\u8eab\u5c31\u95ee\u53cd\u4e86\u3002</p>\n<p>\u4e0d\u662f\u5c0f\u9f99\u867e\u80fd\u5e72\u561b\uff0c\u662f\u4f60\u613f\u610f\u8ba9\u5b83\u5e2e\u4f60\u5e72\u561b\u3002</p>\n<p>3 \u6708\u4efd\u5c0f\u9f99\u867e\u70ed\u5ea6\u6700\u9ad8\u7684\u65f6\u5019\uff0c\u5168\u7f51\u90fd\u5728\u56f4\u89c2\uff0c\u90fd\u5728\u8ba8\u8bba\"\u5b83\u4f1a\u4e0d\u4f1a\u66ff\u4ee3\u6211\"\u3002</p>\n<p>\u73b0\u5728\u70ed\u5ea6\u8fc7\u4e86\uff0c\u56f4\u89c2\u7684\u4eba\u6563\u4e86\u3002</p>\n<p>\u4f46\u7559\u4e0b\u6765\u7684\u4eba\uff0c\u5f00\u59cb\u53d1\u73b0\u5b83\u771f\u6b63\u7684\u4ef7\u503c\u3002</p>\n<p>\u4e0d\u662f\u90a3\u4e9b\u82b1\u91cc\u80e1\u54e8\u7684\u6f14\u793a\u89c6\u9891\uff0c\u800c\u662f\u50cf\u4eca\u5929\u8fd9\u6837\u3002</p>\n<p>\u5b89\u5b89\u9759\u9759\u5730\u5e2e\u4f60\u628a\u5de5\u65f6\u586b\u4e86\uff0c\u628a\u65e5\u62a5\u5199\u4e86\uff0c\u628a\u6d3b\u513f\u5e72\u4e86\u3002</p>\n<p><strong>\u8fd9\u624d\u662f AI \u8be5\u6709\u7684\u6837\u5b50\uff0c\u4e0d\u662f\u66ff\u4ee3\u4f60\uff0c\u800c\u662f\u5b89\u9759\u5730\u7ad9\u5728\u4f60\u8eab\u540e\u5e2e\u4f60\u5e72\u4e8b\u3002</strong></p>\n<p>\u81f3\u4e8e\u4eca\u5929\u5206\u4eab\u7684\u8fd9\u5957\u4f53\u7cfb\uff0c\u6709\u4e0d\u6e05\u695a\u7684\u53ef\u4ee5\u8bc4\u8bba\u533a\u544a\u8bc9\u6211\uff0c\u6211\u4eec\u8bc4\u8bba\u533a\u89c1\uff01</p>\n<p>\u8d8a\u662f\u5728\u8fd9\u79cd\u5e73\u6de1\u671f\uff0c\u8d8a\u662f\u666e\u901a\u4eba\u6c89\u6dc0\u81ea\u5df1\u7684\u597d\u65f6\u5019\u3002</p>\n<p><strong>\u770b\u4e86\u5f88\u591a\u5185\u5bb9\uff0c\u4f46\u4ecd\u7136\u8fd8\u6ca1\u7528\u8fc7\u5c0f\u9f99\u867e\u7684\u670b\u53cb\uff0c\u4e0d\u59a8\u4eb2\u81ea\u53bb\u8bd5\u4e00\u8bd5\u3002</strong></p>\n<p><strong>\u6bd5\u7adf\u73b0\u5728\u5404\u4e2a\u5927\u5382\u90fd\u63a8\u51fa\u4e86\u4e0d\u540c\u5f62\u6001\u7684\u5c0f\u9f99\u867e\uff0c\u5927\u5bb6\u7684\u53ef\u9009\u9762\u591a\u4e86\u5f88\u591a\u3002</strong></p>\n<p>\u4eca\u5e74\u5fc5\u7136\u662f Agent \u5143\u5e74\uff0c\u6ca1\u5f97\u8dd1\u4e86\uff0c\u5927\u5bb6\u4e00\u8d77\u52a0\u6cb9\u5440\uff01</p>\n", 
      "date_published": "2026-04-07T14:50:46+00:00", 
      "title": "\u5230\u5e95\u662f\u6211\u5728\u4e0a\u73ed\uff0c\u8fd8\u662f OpenClaw \u5728\u4e0a\u73ed\uff1f", 
      "id": "https://www.v2ex.com/t/1204135"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/geminy066", 
        "name": "geminy066", 
        "avatar": "https://cdn.v2ex.com/gravatar/102215e76ef4336ae82ef4c26ae3cc9e?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1204093", 
      "title": "[\u8bf7\u6559] \u5982\u4f55\u642d\u5efa\u7a33\u5b9a\u7684 AI \u4e91 vibe coding \u7cfb\u7edf", 
      "id": "https://www.v2ex.com/t/1204093", 
      "date_published": "2026-04-07T09:57:31+00:00", 
      "content_html": "<p>\u539f\u5e16\uff1a <a href=\"https://www.v2ex.com/t/1203966#reply1\" rel=\"nofollow\">https://www.v2ex.com/t/1203966#reply1</a>  \u653e\u9519\u8282\u70b9\u4e86\uff0c\u539f\u5e16\u53ef\u5220\u9664\ud83d\ude4f</p>\n<p>\u56fd\u5185\uff0c\u957f\u671f\u5728\u8f66\u4e0a\uff0c\u5f88\u5c11\u5750\u5728\u529e\u516c\u684c\u524d\uff0c\u5e0c\u671b\u901a\u8fc7\u901a\u8baf\u5de5\u5177\uff08\u5982\u98de\u4e66\uff09\u7ed9 openclaw \uff08\u6216\u76f4\u63a5 claude code \uff09\u4e0b\u8fbe\u4efb\u52a1\u8fdb\u884c\u9879\u76ee\u5f00\u53d1\u3002\u9700\u8981\u4f7f\u7528\u6d77\u5916\u6a21\u578b\u3002</p>\n<p>\u6211\u7406\u89e3\u53ef\u4ee5\uff1a \u8d2d\u4e70 cloudfare \uff08\u636e\u8bf4 claude \u8d26\u53f7\uff0c\u7528 cloudfare \u670d\u52a1\u8c03\u7528\u4e0d\u5bb9\u6613\u88ab\u5c01\uff09\uff0c\u5728\u4e91\u670d\u52a1\u4e0a\u90e8\u7f72 openclaw \u548c claude code \u3002</p>\n<p>\u81f3\u4e8e\u4e91\u670d\u52a1\uff0c\u53ef\u4ee5\u4f7f\u7528\u7a33\u5b9a\u7684\u68af\u5b50\u8bbf\u95ee cloudfare \uff08\u597d\u50cf\u65e0\u68af\u5b50\u4e5f\u80fd\u8bbf\u95ee\uff0c\u4f46\u5f88\u6162\uff09</p>\n<p>\u8bf7\u6559\u5404\u4f4d\u5927\u4f6c\uff0c\u6b64\u65b9\u6848\u662f\u5426\u53ef\u884c\uff0c\u6216\u53ef\u6709\u66f4\u597d\u7684\u5efa\u8bae\u3002\uff08\u6700\u597d\u80fd\u7efc\u5408\u8003\u8651\u5230\u6210\u672c\u2026\u2026\uff09\ud83d\ude4f!</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/4mYHime", 
        "name": "4mYHime", 
        "avatar": "https://cdn.v2ex.com/avatar/f38e/98f3/503423_large.png?m=1658202220"
      }, 
      "url": "https://www.v2ex.com/t/1203990", 
      "title": "\u8bf7\u6559\uff1a skill \u5df2\u4e0a\u67b6 clawhub\uff0c\u60f3\u7ee7\u7eed\u5f80 awesome-openclaw-skills \u63d0\u4ea4 pr", 
      "id": "https://www.v2ex.com/t/1203990", 
      "date_published": "2026-04-07T05:22:58+00:00", 
      "content_html": "<p>rt \uff0cskill \u5df2\u7ecf\u4e0a\u67b6\u5230 clawhub,\u60f3\u7ee7\u7eed\u5f80 awesome-openclaw-skills \u63d0\u4ea4 pr,\u4f46\u662f\u540e\u8005\u7684 pr \u8981\u6c42 skill \u5df2\u7ecf\u88ab\u6536\u5f55\u5230 openclaw \u5b98\u65b9\u6280\u80fd\u4ed3\u5e93\uff08 <a href=\"https://github.com/openclaw/skills\" rel=\"nofollow\">https://github.com/openclaw/skills</a> \uff09\uff0c\u4f46\u6211\u7684 skill \u8fdf\u8fdf\u6ca1\u6709\u88ab\u6536\u5f55\u5230\u4ed3\u5e93\u91cc\u3002</p>\n<p>\u5c0f\u5f1f\u5728\u7f51\u4e0a\u627e\u4e86\u4e00\u5708\u6ca1\u627e\u5230\u6709\u5173\u8fd9\u5757\u7684\u4fe1\u606f\uff0c\u8bf7\u95ee\u5404\u4f4d\u4f6c\u4eec\u8fd9\u91cc\u662f\u6709\u4ec0\u4e48\u5907\u4efd\u7b56\u7565\u4e48\u8fd8\u662f\u54ea\u91cc\u4e0d\u7b26\u5408\u8981\u6c42</p>\n<p><a href=\"https://clawhub.ai/4myhime/narrator-ai-cli-skill\" rel=\"nofollow\">https://clawhub.ai/4myhime/narrator-ai-cli-skill</a></p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/yohom", 
        "name": "yohom", 
        "avatar": "https://cdn.v2ex.com/avatar/153c/0a11/772091_large.png?m=1775526894"
      }, 
      "url": "https://www.v2ex.com/t/1203983", 
      "title": "colding plan - \u56fd\u5185\u4f4e\u6210\u672c\u7684\u517b\u9f99\u867e\u65b9\u6848\u53c2\u8003", 
      "id": "https://www.v2ex.com/t/1203983", 
      "date_published": "2026-04-07T04:53:35+00:00", 
      "content_html": "<p>\u517b\u4e86\u51e0\u5468\u9f99\u867e\uff0c\u5b9e\u9645\u4f53\u9a8c\u4e0b\u6765\uff0c\u8fd8\u662f coding plan \u7701\u94b1 + \u7701\u4e8b\uff1a\n\u6d77\u5916 cc \u633a\u8d35\u7684\uff0c\u4e70\u4e2d\u8f6c\u7684\u4e5f\u4e0d\u65b9\u4fbf\uff0ctoken \u5f88\u5feb\u5c31\u6ca1\u4e86\n\u540e\u9762\u4e70\u4e86 M2.7 \u7684 Cold Plan \uff0c\u6309\u6708\u4ed8\uff0c\u6709\u65f6\u95f4\u6bb5\u5185\u7684\u6b21\u6570\u9650\u5236\uff0c\u4e0d\u8fc7\u4e00\u822c\u7528\u4e0d\u5230\u4e0a\u9650\uff0c\u91cf\u5927\u7ba1\u9971\nM2.7 \u5728 <a href=\"https://pinchbench.com/\" rel=\"nofollow\">pinchbench</a> \u4e0a\u8dd1\u5206\u6392\u540d\u4e5f\u4e0d\u4f4e\n\u76ee\u524d\u6ca1\u53d1\u73b0\u5176\u4ed6\u66f4\u4f4e\u7684\u6210\u672c\u65b9\u6848,\u6709\u7684\u8bdd\u6b22\u8fce\u5206\u4eab~\n\u6309\u9700\u70b9\uff1a<a href=\"https://platform.minimaxi.com/subscribe/token-plan?code=F2d3LoFM4P&amp;source=link\" rel=\"nofollow\">M2.7 9 \u6298\u8ba2\u9605\u94fe\u63a5\n</a></p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/Hermitist", 
        "name": "Hermitist", 
        "avatar": "https://cdn.v2ex.com/gravatar/da6c1e355f86d79cd2887cb34a3c864e?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1203976", 
      "date_modified": "2026-04-07T06:05:45+00:00", 
      "content_html": "\u770b\u6765\u8d70\u8fd9\u65b9\u9762\u521b\u4e1a\u662f\u53ef\u884c\u7684. \u518d\u8bf4\u4e86,\u5927\u89c4\u6a21\u7684 skills /agent \u66ff\u6362\u6389\u73b0\u6709\u7684 app \u548c\u5c0f\u7a0b\u5e8f\u662f\u8089\u773c\u53ef\u89c1\u7684\u8fc7\u7a0b.<br /><br /><br /><a target=\"_blank\" href=\"/i/W1zaHW33.jpeg\" rel=\"nofollow noopener\" target=\"_blank\" title=\"\u5728\u65b0\u7a97\u53e3\u6253\u5f00\u56fe\u7247 W1zaHW33.jpeg\"><img src=\"//i.v2ex.co/W1zaHW33.jpeg\" class=\"embedded_image\"></a>", 
      "date_published": "2026-04-07T04:15:19+00:00", 
      "title": "\u88c5\u5c0f\u9f99\u867e, \u6211\u968f\u624b\u505a\u4e86\u4e2a\u89c6\u9891, \u6296\u97f3\u64ad\u653e\u5feb 10 \u4e07\u4e86, \u800c\u4e14\u6709\u4eba\u8981\u4ed8\u8d39\u6c42\u52a9", 
      "id": "https://www.v2ex.com/t/1203976"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/sq4537", 
        "name": "sq4537", 
        "avatar": "https://cdn.v2ex.com/avatar/0967/0840/262810_large.png?m=1775683029"
      }, 
      "url": "https://www.v2ex.com/t/1203867", 
      "date_modified": "2026-04-08T02:57:41+00:00", 
      "content_html": "<p><a href=\"https://www.reddit.com/r/google_antigravity/comments/1rqoeou/stop_using_the_google_ai_studio_api_with_openclaw/?tl=zh-hans&amp;rdt=56947\" rel=\"nofollow\">https://www.reddit.com/r/google_antigravity/comments/1rqoeou/stop_using_the_google_ai_studio_api_with_openclaw/?tl=zh-hans&amp;rdt=56947</a>\n\u641c\u5230\u8fd9\u786e\u5b9e\u6709\u88ab\u5c01\u7684\u3002\u770b\u4ed6\u4eec\u8bf4\u662f\u8fd9\u4e2a aistudio \u662f\u7ed9\u5f00\u53d1\u8005\u6d4b\u8bd5\u7528\u7684 API \uff0c\u4e0d\u662f\u7ed9\u6d88\u8d39\u8005\u65e5\u5e38\u7528\u7684\u3002\u3002\u3002</p>\n<p>\u4e0d\u8fc7\u6211\u53bb\u5f04\u4e86\u4e2a\u65b0\u53f7\u53bb\u8585\u7f8a\u6bdb</p>\n<p>\u6211\u89c9\u5f97\u4ed6\u7684\u6bcf\u65e5\u514d\u8d39\u989d\u5ea6\u5b8c\u5168\u591f\u4e86\u554a\u3002\n<img alt=\"ZWZwut.png\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.imgs.ovh/2026/04/07/ZWZwut.png\"/>\n\u7279\u522b\u662f\u6700\u65b0\u7684 gemma4 \u5355\u6b21 token \u65e0\u9650\uff0c\u6bcf\u65e5\u6b21\u6570 1500</p>\n", 
      "date_published": "2026-04-06T17:22:17+00:00", 
      "title": "\u62ff ai studio \u7684\u514d\u8d39\u989d\u5ea6\u7528\u505a\u9f99\u867e\uff0c\u5bb9\u6613\u88ab\u5c01\u5417\uff1f", 
      "id": "https://www.v2ex.com/t/1203867"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/Livid", 
        "name": "Livid", 
        "avatar": "https://cdn.v2ex.com/avatar/c4ca/4238/1_large.png?m=1775624785"
      }, 
      "url": "https://www.v2ex.com/t/1203472", 
      "title": "\u4f7f\u7528\u672c\u5730\u6a21\u578b Gemma4 \u6765\u9a71\u52a8 OpenClaw", 
      "id": "https://www.v2ex.com/t/1203472", 
      "date_published": "2026-04-04T01:05:32+00:00", 
      "content_html": "<p>\u66ff\u6362\u4e0b\u9762\u6307\u4ee4\u4e2d\u7684 model ID \u4e3a\u4f60\u672c\u5730 Ollama \u91cc\u542f\u52a8\u7684\u7248\u672c\u3002</p>\n<pre><code>openclaw onboard --non-interactive \\\n  --auth-choice custom-api-key \\\n  --custom-base-url \"http://127.0.0.1:11434/v1\" \\\n  --custom-model-id \"gemma4:31b-it-q4_K_M\" \\\n  --custom-api-key \"ollama\" \\\n  --secret-input-mode plaintext \\\n  --custom-compatibility openai \\\n  --accept-risk\n</code></pre>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/beginners", 
        "name": "beginners", 
        "avatar": "https://cdn.v2ex.com/gravatar/14dd015dea40a9147fd01a00c681c059?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1203302", 
      "date_modified": "2026-04-03T04:21:11+00:00", 
      "content_html": "<p>\u5b89\u5168\u6027\u662f\u4e0d\u662f\u8fd8\u6ca1\u6709 wordpress \u9ad8</p>\n", 
      "date_published": "2026-04-03T03:59:46+00:00", 
      "title": "openclaw \u8ba9\u4ed6\u5199\u51fa\u6765\u7684\u7f51\u7ad9\u80fd\u7528\u5417", 
      "id": "https://www.v2ex.com/t/1203302"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/ClawCodes", 
        "name": "ClawCodes", 
        "avatar": "https://cdn.v2ex.com/avatar/e858/7093/788010_large.png?m=1774762794"
      }, 
      "url": "https://www.v2ex.com/t/1203183", 
      "date_modified": "2026-04-02T13:40:55+00:00", 
      "content_html": "<p>\u5148\u8d34\u94fe\u63a5\u4e86\uff1a <a href=\"https://github.com/claw-codes/wx4py\" rel=\"nofollow\">https://github.com/claw-codes/wx4py</a></p>\n<p>\u6700\u8fd1 openclaw \u4e0d\u662f\u5f88\u706b\u561b\uff0c\u6211\u5c31\u60f3\u8bd5\u8bd5 openclaw \u64cd\u4f5c\u65b0\u7248\u672c\u7684 4.x \u5fae\u4fe1\uff0c\u62b1\u7740\u5bf9\u4ee3\u7801\u6700\u540e\u7684\u70ed\u60c5\uff0c\u8bd5\u7740\u5f04\u4e0b\uff0c\u529f\u80fd\u4e0d\u7b97\u591a\u5427\uff0c\u53ea\u662f\u5e0c\u671b\u771f\u7684\u6709\u5e2e\u52a9\u5427\u3002\u597d\u4e86\uff0c\u6211\u4e0d\u592a\u4f1a\u63aa\u8bcd\uff0c\u4e5f\u4e0d\u77e5\u9053\u548b\u8bf4\u4e86\u3002</p>\n<p>\u5982\u679c\u771f\u7684\u6709\u7528\uff0c\u90a3\u518d\u63a5\u7740\u66f4\u65b0\u4e86</p>\n", 
      "date_published": "2026-04-02T13:35:01+00:00", 
      "title": "\u592a\u5377\u4e86\u3002\u3002\u3002\u60f3\u8f6c\u884c\u4e86\uff0c\u8fd9\u53ef\u80fd\u662f\u6211\u7b2c\u4e00\u6b21\u5f00\u6e90\u4e5f\u53ef\u80fd\u662f\u6700\u540e\u4e00\u6b21\u5f00\u6e90\u7684\u9879\u76ee\uff0c\u4e0d\u77e5\u9053\u6709\u6ca1\u6709\u7528", 
      "id": "https://www.v2ex.com/t/1203183"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/cxd8190102", 
        "name": "cxd8190102", 
        "avatar": "https://cdn.v2ex.com/avatar/72b3/8622/3285_large.png?m=1774497789"
      }, 
      "url": "https://www.v2ex.com/t/1203135", 
      "date_modified": "2026-04-03T00:40:22+00:00", 
      "content_html": "<p>\u611f\u89c9\u73b0\u5728\u9f99\u867e\u7684\u70ed\u5ea6\u4e0b\u53bb\u4e00\u70b9\u4e86\uff0c\u9f99\u867e\u8d8a\u6765\u8d8a\u8f6c\u4e3a\u4e00\u4e2a\u751f\u4ea7\u5de5\u5177\uff0c\u5404\u5bb6\u5927\u5382\u4e5f\u5728\u62db\u52df\u90a3\u79cd\u9f99\u867e\u63d2\u4ef6\u5165\u9a7b\u3002</p>\n<p>\u4f46\u662f\u5427\uff0c\u9f99\u867e\u70e7 token \u8fd9\u4e48\u5389\u5bb3\uff0c\u771f\u7684\u6709\u4eba\u5df2\u7ecf\u5b8c\u5168\u628a\u5b83\u6295\u5165\u5230\u751f\u4ea7\u4e86\u5417\uff1f\u5982\u679c\u9f99\u867e\u4f7f\u7528\u7684\u5de5\u5177\u8981\u4ed8\u8d39\u7684\u8bdd\uff0c\u4f60\u4eec\u4f1a\u4ed8\u5417\uff1f\u6211\u60f3\u77e5\u9053\u6709\u51e0\u4e2a\u4eba\u80fd\u8d70\u5230\u8fd9\u4e00\u6b65\uff1f</p>\n<p>\u6211\u5148\u8bf4\u8bf4\u6211\u81ea\u5df1\u5468\u56f4\u7684\u60c5\u51b5\u5427\uff0c\u9f99\u867e\u6563\u6237\u5c45\u591a\uff0c\u5f88\u591a\u90fd\u662f\u8ddf\u98ce\u6d4b\u8bd5\uff0c\u6216\u8005\u4f5c\u4e3a\u4e2a\u4eba\u52a9\u624b\u4f7f\u7528\uff0c\u5bf9 token \u6d88\u8d39\u6bd4\u8f83\u654f\u611f\uff0c\u4e0d\u6e05\u695a\u4ed6\u4eec\u6709\u6ca1\u6709\u4e3a\u9f99\u867e\u5de5\u5177\u4ed8\u8d39\u3002\u771f\u6b63\u6295\u5165\u751f\u4ea7\u7684\u4e5f\u6709\uff0c\u662f\u4e2a\u505a\u8de8\u5883\u7535\u5546\u7684\u8001\u54e5\uff0c\u7528\u9f99\u867e+\u5de5\u5177\u5e2e\u4ed6\u76d1\u6d4b\u540e\u53f0\u6570\u636e\uff0c\u770b\u56fd\u9645\u7269\u6d41\u4ef7\u683c\uff0c\u597d\u51b3\u5b9a\u8d27\u7269\u8d70\u7ebf\u3002</p>\n<p>\u5404\u4f4d\u5927\u4f6c\u7684\u4f7f\u7528\u60c5\u51b5\u5982\u4f55\u5462\uff1f\u60f3\u542c\u542c\u5927\u5bb6\u7684\u884c\u4e1a\u5e94\u7528\u5206\u4eab\u3002</p>\n", 
      "date_published": "2026-04-02T08:16:33+00:00", 
      "title": "\u73b0\u5728\u505a\u9f99\u867e\u63d2\u4ef6\u7684\u8fd9\u4e48\u591a\uff0c\u771f\u7684\u6709\u4eba\u80fd\u5b9e\u73b0 Claw \u7684\u4ea7\u54c1\u95ed\u73af\u5417\uff1f", 
      "id": "https://www.v2ex.com/t/1203135"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/secsilm", 
        "name": "secsilm", 
        "avatar": "https://cdn.v2ex.com/avatar/9348/6ffb/263479_large.png?m=1772616359"
      }, 
      "url": "https://www.v2ex.com/t/1202977", 
      "date_modified": "2026-04-02T01:26:17+00:00", 
      "content_html": "\u6709\u5565\u662f codex \u3001ChatGPT \u3001Claude \u5ba2\u6237\u7aef\u7b49\u4e0d\u80fd\u5e72\u7684\u4e8b\u60c5\uff1f<br /><br />\u524d\u51e0\u5929\u95ee\u540c\u4e8b\uff0c\u7adf\u7136\u62ff\u6765\u5f53 ChatGPT \u7528\uff0c\u8fd9\u6837\u624b\u673a\u4e0d\u7528\u6302\u68af\u5b50\ud83d\ude02", 
      "date_published": "2026-04-01T23:36:43+00:00", 
      "title": "\u5927\u5bb6\u90fd\u7528 openclaw \u6765\u5e72\u5565\uff1f", 
      "id": "https://www.v2ex.com/t/1202977"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/takanashisakura", 
        "name": "takanashisakura", 
        "avatar": "https://cdn.v2ex.com/avatar/cf53/00d7/622023_large.png?m=1771233944"
      }, 
      "url": "https://www.v2ex.com/t/1202906", 
      "date_modified": "2026-04-02T07:55:13+00:00", 
      "content_html": "<p>\u524d\u6bb5\u65f6\u95f4\u9886\u5bfc\u60f3\u63a2\u7d22\u4e00\u4e0b OpenClaw \uff0c\u81ea\u5df1\u517b\u4e86\u4e00\u6bb5\u65f6\u95f4\u516c\u53f8\u7684\u867e\uff0c\u611f\u89c9\u6709\u70b9\u610f\u601d\uff0c\u4e8e\u662f\u8d81\u6708\u5e95\u81ea\u5df1 Copilot \u5269\u4e9b\u989d\u5ea6\uff0c\u7d22\u6027\u81ea\u5df1\u4e5f\u517b\u4e86\u53ea\u3002</p>\n<p>\u73b0\u5728\u6708\u521d\u4e86\uff0c\u611f\u89c9\u62ff Copilot \u6765\u517b\u867e\u6709\u70b9\u592a\u5962\u4f88\uff0c\u60f3\u95ee\u95ee V \u53cb\u4eec\u662f\u600e\u4e48\u517b\u867e\u7684\uff0c\u5e0c\u671b\u80fd\u501f\u9274\u4e00\u4e0b\u3002</p>\n<p>\u5982\u679c\u7eaf\u804a\u5929\u6211\u5176\u5b9e\u611f\u89c9\u7ed9 D \u8001\u5e08\u4e5f\u591f\u7528\uff0ctoken \u4e5f\u4fbf\u5b9c\u3002\u552f\u4e00\u53ef\u80fd\u95ee\u9898\u662f D \u8001\u5e08\u6ca1\u6709\u591a\u6a21\u6001\uff1f</p>\n<p>\u53e6\u5916\u60f3\u95ee\u4e00\u4e0b\u6709\u6ca1\u6709\u62ff code plan \u6765\u517b\u867e\u7684\uff1f\u4f46\u6b63\u5e38\u7684 code plan \u5e94\u8be5\u90fd\u662f token plan \u5427\uff0c\u53ea\u6709 copilot \u662f\u6309\u6b21\u6570\u8ba1\u8d39\uff1f</p>\n", 
      "date_published": "2026-04-01T10:59:29+00:00", 
      "title": "\u60f3\u54a8\u8be2\u4e00\u4e0b\u5927\u5bb6 OpenClaw \u7684 AI \u65b9\u6848", 
      "id": "https://www.v2ex.com/t/1202906"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/yjw06282", 
        "name": "yjw06282", 
        "avatar": "https://cdn.v2ex.com/gravatar/5f727aef03befbe8070a9244c0a74a25?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1202837", 
      "title": "\u9f99\u867e\u53ef\u4ee5\u64cd\u4f5c gui \u8f6f\u4ef6\u5417? \u6709\u54ea\u4e9b skill \u53ef\u4ee5\u505a?", 
      "id": "https://www.v2ex.com/t/1202837", 
      "date_published": "2026-04-01T07:58:18+00:00", 
      "content_html": "<p>\u6bd4\u5982\u64cd\u4f5c\u5b89\u88c5\u7684\u5ba2\u6237\u7aef</p>\n<p>\u751a\u81f3\u6bd4\u5982\u5fae\u4fe1,qq \u7684,\u53ef\u4ee5\u8bfb\u53d6\u6d88\u606f,\u53d1\u9001\u6d88\u606f</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/refits", 
        "name": "refits", 
        "avatar": "https://cdn.v2ex.com/gravatar/ed6cbddacc0c5b5e95759765f78368b5?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1202813", 
      "date_modified": "2026-04-02T01:26:35+00:00", 
      "content_html": "<p>\u4ece 11 \u7248\u672c\u5f00\u59cb\u7528\u7684\uff0c\u4e2d\u95f4\u7248\u672c\u5347\u7ea7 13,22,23,24 \uff0c\u4e00\u8def\u7248\u672c\u5347\u7ea7\u4e0a\u6765\uff0c\u4e00\u76f4\u5728\u7528\u5185\u7f6e\u6d4f\u89c8\u5668\u67e5\u8be2\u6570\u636e\u505a\u7edf\u8ba1\uff0c\u5230 24 \u7684\u65f6\u5019\u8fd8\u6b63\u5e38\uff0c28 \u7684\u65f6\u5019\u7a81\u7136\u53d8\u7b28\u4e86\uff0c\u76f4\u63a5\u7ed9\u51fa\u7684 <a href=\"http://TOOLS.md\" rel=\"nofollow\">TOOLS.md</a> \u5206\u9875\u6280\u5de7\u5931\u6548\u4e86\u3002</p>\n<p>\u6a21\u578b\u6ca1\u53d8\uff0c<a href=\"http://TOOLS.md\" rel=\"nofollow\">TOOLS.md</a> \u5185\u5bb9\u6ca1\u53d8\uff0c\u6bcf\u5929\u7edf\u8ba1\u4efb\u52a1\u64cd\u4f5c\u6ca1\u53d8\uff0c\u4f46\u662f\u6267\u884c\u903b\u8f91\u53d8\u4e86\u3002</p>\n<p>\u7528 AI \u6765\u5199\u7684\u8f6f\u4ef6\u662f\u4e0d\u662f\u5c31\u662f\u4f1a\u5b58\u5728\u529f\u80fd\u4e0d\u591f\u7a33\u5b9a\uff0c\u5c31\u50cf\u63d2\u4ef6\u7cfb\u7edf\u7a81\u7136\u66f4\u65b0\uff0c\u5bfc\u81f4 weixin \u63d2\u4ef6\u4e0d\u80fd\u7528\u4e86\u3002\u5347\u7ea7\u4e2a\u7248\u672c\u5185\u7f6e\u6d4f\u89c8\u5668\u6ca1\u4e86\uff0c\u91cd\u65b0\u5b89\u88c5\u4e86\u5185\u7f6e\u6d4f\u89c8\u5668\uff0c\u81ea\u4e3b\u67e5\u8be2\u9875\u9762\u7edf\u8ba1\u6570\u636e\u7684\u529f\u80fd\u53d8\u5f31\u667a\u4e86\u3002</p>\n", 
      "date_published": "2026-04-01T07:03:00+00:00", 
      "title": "OpenClaw \u662f\u56e0\u4e3a AI \u5199\u4ee3\u7801\u6240\u4ee5\u8f93\u51fa\u8d28\u91cf\u4e0d\u7a33\u5b9a\u5417\uff1f", 
      "id": "https://www.v2ex.com/t/1202813"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/Clannad0708", 
        "name": "Clannad0708", 
        "avatar": "https://cdn.v2ex.com/avatar/7c1c/8763/516366_large.png?m=1768297187"
      }, 
      "url": "https://www.v2ex.com/t/1202776", 
      "date_modified": "2026-04-02T07:56:19+00:00", 
      "content_html": "<p>\u4f6c\u53cb\u4eec\u95ee\u4e2a\u95ee\u9898\uff0c\u6211\u53d1\u73b0\u6211\u4f7f\u7528 openclaw \u6784\u5efa skill \u548c\u8ba9\u4ed6\u5e72\u4e8b\u60c5\u7684\u65f6\u5019\u6709 2 \u4e2a\u95ee\u9898\u4e00\u4e2a\u662f\u4ed6\u8fd0\u884c\u7684\u5f88\u6162\u30021 \u4e2a\u662f\u5b8c\u5168\u4e0d\u51c6\u786e\u3002</p>\n<p>\u4e3e\u4e2a\u4f8b\u5b50\u6211\u6700\u8fd1\u5728\u505a 2026 \u5e74\u6253\u8f66\u62a5\u9500\u6750\u6599\u7684\u6574\u7406\u60f3\u7740\u7528 \u5c0f\u9f99\u867e\u6765\u5b8c\u6210\u3002\n\u7136\u540e\u6211\u7ed9\u4e86\u4ed6\u4e00\u4e2a\u5b8c\u6574\u7684 2025 \u7684\u5168\u90e8\u8d44\u6599\uff0c\u5199\u4e86\u4e00\u5927\u6bb5\u63cf\u8ff0\u548c\u9700\u6c42\uff0c\u4e5f\u7ed9\u4e86\u8fb9\u754c\u5e76\u4e14\u8ba9\u591a\u4e2a agent \u540c\u65f6\u534f\u4f5c\u3002</p>\n<p>\u8d44\u6599\u7684\u5185\u5bb9\u548c\u683c\u5f0f\u90fd\u975e\u5e38\u5b8c\u6574\uff0c\u6bd4\u5982\u83b7\u53d6\u90ae\u7bb1\u91cc\u9762\u7684\u53d1\u7968\uff0c\u4fee\u6539\u6587\u4ef6\u540d\u683c\u5f0f\u4e3a \u2014 \u6253\u8f66\u2013xx \u5143</p>\n<p>\u975e\u5e38\u7ed3\u6784\u5316\u7684\u4e8b\u60c5\uff0c\u3002\u4f46\u662f\u6211\u53d1\u73b0\u6211\u7684 agent \u505a\u7684\u5f88\u6162\uff0c\u5e76\u4e14\u5199\u51fa\u6765\u7684\u4e1c\u897f\u725b\u5934\u4e0d\u5bf9\u9a6c\u5634\uff0c\u8981\u4e48\u91d1\u989d\u4e0d\u5bf9\uff0c\u8981\u4e48 excell \u91cc\u9762\u7684\u6570\u636e\u4e0d\u5bf9\u3002</p>\n<p>\u8fd9\u79cd\u60c5\u51b5\u4e0b\u662f\u6b63\u5e38\u7684\u5417\uff1f\u6709\u4ec0\u4e48\u529e\u6cd5\u80fd\u8ba9\u5c0f\u9f99\u867e\u5e72\u7684\u53c8\u5feb\u53c8\u51c6\u786e\uff1f\u6211\u81ea\u5df1\u5f04\u53ef\u80fd 1-2 \u4e2a\u5c0f\u65f6\u5c31\u6574\u7406\u5b8c\u4e86\u3002\u4f46\u662f\u4ed6\u5e72\u7684\u6162\u800c\u4e14\u4e0d\u591f\u51c6\u786e\u5927\u6982\u80fd\u89e3\u51b3 30% \u7684\u95ee\u9898\u6bd4\u5982\u5b83\u6b63\u786e\u83b7\u53d6\u4e86\u90ae\u4ef6\uff0c\u5e76\u4e14\u628a\u9644\u4ef6\u4e0b\u8f7d\u4e0b\u6765\uff0c\u4f46\u662f\u540d\u79f0\u548c excell \u91cc\u9762\u7684\u5185\u5bb9\u662f\u9519\u8bef\u7684\uff0c\u6211\u5df2\u7ecf\u914d\u7f6e\u4e86\u4e00\u4e2a\u5ba1\u67e5 agent \u4f46\u662f\u6548\u679c\u8fd8\u662f\u4e0d\u597d\u3002</p>\n<p>\u9488\u5bf9\u8fd9\u79cd\u5b9e\u9645\u4f7f\u7528\u95ee\u9898\u5e94\u8be5\u600e\u4e48\u89e3\u51b3\uff1f\u6709\u6ca1\u6709\u4ec0\u4e48\u597d\u7684\u529e\u6cd5</p>\n<pre><code>\n\u5728 \u6211\u7684 openclawdata \u4e0b\u6709\u4e2a project \u76ee\u5f55\uff0c\u91cc\u9762\u6709\u4e2a didi \u6587\u4ef6\u5939\uff0c\u91cc\u9762\u6709\u4e2a\u6253\u8f66\u62a5\u9500\u3002\n\u8fd9\u662f\u6211 2025 \u5e74\u5ea6\u7684\u4e00\u4e2a\u6253\u8f66\u62a5\u9500\u7684\u5168\u90e8\u6750\u6599\u5185\u5bb9\uff0c\u5305\u542b\n1 \u53d1\u7968\u8be6\u7ec6\u5185\u5bb9\u4ee5\u53ca\u7f16\u53f7 - 1  [\u6ef4\u6ef4\u51fa\u884c-27.79 \u5143-1 \u4e2a\u884c\u7a0b] \u6ef4\u6ef4\u6253\u8f66\u7535\u5b50\u53d1\u7968\n2 \u4e0e\u53d1\u7968\u5bf9\u5e94\u7684\u884c\u7a0b\u5355\n3 \u4e00\u4e2a\u6253\u8f66\u62a5\u9500\u660e\u7ec6 excell \u91cc\u9762\u5305\u542b\u4e86\u5168\u90e8\u7684\u8be6\u7ec6\u5185\u5bb9\n\n\u73b0\u5728\u6211\u8981\u8fdb\u884c 2026 \u5e74\u5ea6\u7684\u4e00\u4e2a \u5927\u8f66\u62a5\u9500\u7684\u5ba1\u6279\uff0c\u3002\u6211\u9700\u8981\u4f60\u5b8c\u7f8e\u7684\u53c2\u8003\u8fd9\u91cc\u9762\u7684\u5185\u5bb9\uff0c\u5b83\u91cc\u9762\u8fd8\u6709\u5176\u4ed6\u8d44\u6599\u6682\u65f6\u4e0d\u7528\u5173\u6ce8\uff0c\u53ea\u4e13\u6ce8\u4e8e\u6211\u4e0a\u9762\u63d0\u5230\u7684 3 \u4e2a\u91cd\u8981\u6587\u4ef6\uff0c\n\n\u6211\u9700\u8981\u4f60\u521b\u5efa\u4e00\u4e2a\u4e13\u95e8\u7684\u6253\u8f66\u62a5\u9500 skill\n\u6211\u9700\u8981\u4f60\u67e5\u770b\u8fd9\u4e2a\u76ee\u5f55\u91cc\u9762\u7684\u6587\u4ef6\u7136\u540e\u4e86\u89e3\u5177\u4f53\u7684\u5f62\u5f0f\u548c\u5185\u5bb9\u3002\u6211\u7684\u76f8\u5173\u7684\u8d44\u6599\u6bd4\u5982\u53d1\u7968\u548c\u884c\u7a0b\u5355\u90fd\u5728\u6211\u7684 qq \u90ae\u7bb1\u91cc\u9762 \u4f60\u53ef\u4ee5\u641c\u7d22\u6ef4\u6ef4\uff0c\u7136\u540e\u5f53\u524d\u662f 2026 \u5e74\u5ea6\u3002\u6211\u9700\u8981\u4f60\u5c06\u8fd9\u4e2a\u5e74\u5ea6\u4f5c\u4e3a\u53c2\u6570\u4f20\u9012\uff0c \u65b9\u4fbf\u6211\u672a\u6765\u5176\u4ed6\u5e74\u5ea6\u7528\u901a\u7528\u7684\u65b9\u5f0f\u4f7f\u7528\u3002\n\n2026 \u5e74\u5ea6 \u90ae\u4ef6\u91cc\u9762\u5305\u542b\u6ef4\u6ef4\u53d1\u7968\u7684\u5185\u5bb9\u3002\u91cc\u9762\u6709\u53d1\u7968\u548c\u884c\u7a0b\u5355\u3002\n\n\u6211\u9700\u8981\u4f60\u83b7\u53d6\u5230\u8fd9\u4e9b\u539f\u59cb\u6750\u6599\uff0c\u7136\u540e\u7528\u53c2\u8003 2025 \u76f8\u540c\u7684\u683c\u5f0f \u7ed9\u6211\u4e00\u4e2a\u5b8c\u7f8e\u7684\u4e00\u6a21\u4e00\u6837\u683c\u5f0f\u6ca1\uff0c\u4f46\u662f\u6570\u636e\u548c\u5185\u5bb9\u662f 2026 \u7684\u62a5\u9500\u6750\u6599\u3002\n\n\n\u4e0a\u9762\u662f\u6211\u7684\u9700\u6c42\uff0c\n\u4f60\u7684\u5ba1\u67e5\u6807\u51c6\u5c31\u662f \u6211\u5728\u90a3\u4e2a\u76ee\u5f55\u4e0b\u521b\u5efa\u4e86\u4e00\u4e2a\u53eb\u505a 2026 \u7684\u6587\u4ef6\u5939\u4f60\u9700\u8981\u628a\u65b0\u7684\u751f\u6210\u7684\u5185\u5bb9\u653e\u5728\u54ea\u4e2a\u6587\u4ef6\u5939\u91cc\uff0c\u7136\u540e\u751f\u6210\u540e\u5bf9\u6bd4\n1 \u6570\u636e\u662f\u5426\u662f 2026 \u5bf9\u5e94\u5e74\u5ea6\u7684\uff1f \u907f\u514d\u4f60\u83b7\u53d6\u5230\u4e86\u5176\u4ed6\u5e74\u4efd\u4e0e\u4e0d\u76f8\u5173\u7684\u5185\u5bb9\n2 \u6587\u4ef6\u5185\u5bb9\u548c\u5f62\u5f0f\u662f\u4e0d\u662f\u4e0e 2025 \u4e00\u81f4\u4e5f\u5c31\u662f\u53d1\u7968--\u5bf9\u5e94\u884c\u7a0b\u5355\uff0c\uff0c\u8fd8\u6709\u8d77\u540d\u683c\u5f0f\n3 \u662f\u5426\u6709\u6700\u7ec8\u7684 excell  \u5f62\u5f0f\u548c\u5185\u5bb9\u662f\u5426\u4e0e 2025 \u5bf9\u6bd4\u8d77\u6765\u4e00\u81f4\uff0c\u5e76\u4e14\u662f 2026 \u7684\u672c\u6b21\u7684\u62a5\u9500\u5185\u5bb9\uff0c\u505a dobule check \u3002\n\n\u73b0\u5728\u5c06\u8fd9\u4e2a\u4efb\u52a1\u5206\u53d1\u4e0b\u53bb\u3002\u5b8c\u6210\u6211\u7684\u76ee\u7684\uff0c\u5e76\u4e14\u5ba1\u67e5\uff0c\u4e00\u76f4\u8fed\u4ee3\u5230\u6ee1\u8db3\u6211\u7684\u9700\u6c42\n\n\u6211\u671f\u671b\u7684\u662f\u5728\u672a\u6765\uff0c\u6211\u4f1a\u544a\u8bc9\u4f60 \u5e2e\u6211\u751f\u4ea7 2026 \u5e74\u5ea6\u6253\u8f66\u62a5\u9500\u6750\u6599\u3002\u4f60\u53bb qq \u90ae\u7bb1\u81ea\u52a8\u83b7\u53d6\u5230\u5bf9\u5e94\u5e74\u5ea6\u7684\u90ae\u4ef6\uff0c\u6bd4\u5982 \u8fd9\u6837\u7684\u5185\u5bb9 \u300a\u6ef4\u6ef4\u51fa\u884c\u7535\u5b50\u53d1\u7968\u53ca\u884c\u7a0b\u62a5\u9500\u5355\u300b\u7136\u540e\u83b7\u53d6\u5230\u5bf9\u5e94\u7684\u539f\u59cb\u8d44\u6599\uff0c\u91cc\u9762\u4ee5\u9644\u4ef6\u7684\u5f62\u5f0f\u5b58\u5728\uff0c\u83b7\u5f97\u53d1\u7968\u548c\u884c\u7a0b\u5355\u3002\u7136\u540e\u6839\u636e\u5185\u5bb9\u548c\u91d1\u989d\u751f\u6210\u591a\u4e2a \u4e0e 2025 \u683c\u5f0f\u4e00\u81f4\uff0c\u4f46\u662f\u6570\u636e\u662f 2026 \u771f\u5b9e\u6570\u636e\u7684 \u6750\u6599\u3002\u4e4b\u540e\u6709\u4e00\u4e2a\u603b\u7684 excell \u5f62\u5f0f\u5185\u5bb9\u53c2\u8003 2025.\u7136\u540e\u5c06\u5b83\u4eec\u653e\u5728\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6\u5939 2026 \u6253\u8f66\u62a5\u9500\u91cc\u9762\u3002\u7136\u540e\u5ba1\u67e5\u786e\u5b9a\u4e00\u81f4\u5c31\u89e3\u51b3\u3002\u5982\u679c\u6709\u4efb\u4f55\u95ee\u9898\uff0c\u683c\u5f0f\u4e0d\u5bf9\uff0c\u6570\u636e\u4e0d\u5bf9\uff0c\u5185\u5bb9\u4e0d\u5bf9\u7b49\u4e00\u76f4\u8fed\u4ee3\uff0c\u5982\u679c\u6709\u4ec0\u4e48\u5f02\u5e38\u95ee\u9898\u90a3\u4e48\u544a\u8bc9\u6211\u6211\u6765\u5e2e\u52a9\u4f60\u5904\u7406\u3002\n\n</code></pre>\n<p>\u8fd9\u662f\u6211\u7684\u6574\u4f53\u7684\u63cf\u8ff0\u3002</p>\n", 
      "date_published": "2026-04-01T05:05:52+00:00", 
      "title": "oepnclaw agent \u4f7f\u7528\u7591\u95ee", 
      "id": "https://www.v2ex.com/t/1202776"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/echoxiangzhou", 
        "name": "echoxiangzhou", 
        "avatar": "https://cdn.v2ex.com/avatar/3812/f9a5/2842_large.png?m=1774958941"
      }, 
      "url": "https://www.v2ex.com/t/1202616", 
      "date_modified": "2026-04-02T01:24:37+00:00", 
      "content_html": "", 
      "date_published": "2026-03-31T12:50:15+00:00", 
      "title": "\u6211\u60f3\u8bf7\u95ee\u4e0b\u6709\u4eba\u7528\u865a\u62df\u673a\u642d\u5efa\u8fc7\u4e2a Openclaw \u6765\u73a9\u7684\u5417\uff1f\u6548\u7387\u5982\u4f55\u5462\uff1f", 
      "id": "https://www.v2ex.com/t/1202616"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/jsjcjsjc", 
        "name": "jsjcjsjc", 
        "avatar": "https://cdn.v2ex.com/gravatar/13d33b038f89a9ed0ad29bd412fbbdc0?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1202483", 
      "date_modified": "2026-04-01T00:19:09+00:00", 
      "content_html": "\u6211\u73b0\u5728\u6709\u4e00\u4e2a\u6d3b,\u9700\u8981\u4ece\u591a\u4e2a\u7f51\u7ad9\u4e0a\u91c7\u96c6\u4fe1\u606f(\u722c\u866b),\u7136\u540e AI \u8bc6\u522b\u540e\u6574\u7406\u7ed3\u6784\u5316\u7684\u5185\u5bb9,\u6700\u540e\u751f\u6210 markdown.<br />\u54ea\u4e2a AI \u5e94\u7528\u53ef\u4ee5\u4e00\u6b21\u6027\u5b8c\u6210\u4efb\u52a1? \u662f\u4e0d\u662f\u5f97\u4e0a\u9f99\u867e\u4e86?<br /><br />\u5927\u6982\u80fd\u60f3\u5230\u7684\u5c31\u662f\u8fd9\u4e09\u6b65\u9aa4<br />1.\u57fa\u4e8e\u4e0d\u540c\u7684\u7f51\u7ad9\u5b9a\u5236\u4e0d\u540c\u7684\u91c7\u96c6\u7b56\u7565<br /><a target=\"_blank\" href=\"http://2.AI\" rel=\"nofollow noopener\">2.AI</a> \u8bc6\u522b\u91c7\u96c6\u7684\u4fe1\u606f,\u751f\u6210\u7b5b\u9009\u5b57\u6bb5<br />3.\u6574\u7406\u6210\u7ed3\u6784\u5316\u7684 markdown", 
      "date_published": "2026-03-31T05:08:56+00:00", 
      "title": "\u91c7\u96c6->AI \u8bc6\u522b->\u6574\u7406\u8fd9\u4e2a\u6d3b\u9664\u4e86\u5c0f\u9f99\u867e\u6709\u5176\u4ed6\u73b0\u6210\u7684\u65b9\u6848\u5417?", 
      "id": "https://www.v2ex.com/t/1202483"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/AIGC2D", 
        "name": "AIGC2D", 
        "avatar": "https://cdn.v2ex.com/gravatar/342a33d7930a483e4b1d20bbcd68b994?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1202446", 
      "date_modified": "2026-03-31T02:52:23+00:00", 
      "content_html": "<h2>ClickClaw \u662f\u4ec0\u4e48</h2>\n<p>OpenClaw \u662f\u4e00\u6b3e\u5f3a\u5927\u7684 AI \u52a9\u624b\u6846\u67b6\uff0c\u4f46\u5bf9\u666e\u901a\u7528\u6237\u6765\u8bf4\u5b89\u88c5\u914d\u7f6e\u95e8\u69db\u8f83\u9ad8\u2014\u2014\u9700\u8981 Node.js \u73af\u5883\u3001\u547d\u4ee4\u884c\u64cd\u4f5c\u3001\u624b\u52a8\u7f16\u8f91 JSON \u914d\u7f6e\u3002</p>\n<p><strong>ClickClaw</strong> \u5c31\u662f\u4e3a\u4e86\u6d88\u9664\u8fd9\u9053\u95e8\u69db\u800c\u751f\u7684\u684c\u9762\u5de5\u5177\u3002\u5b83\u628a\u7e41\u7410\u7684\u90e8\u7f72\u6d41\u7a0b\u5c01\u88c5\u6210\u53ef\u89c6\u5316\u64cd\u4f5c\uff0c\u5185\u7f6e Node.js 22 + OpenClaw \u8fd0\u884c\u65f6\uff0c\u8ba9\u4efb\u4f55\u4eba\u90fd\u80fd\u5728\u51e0\u5206\u949f\u5185\u62e5\u6709\u81ea\u5df1\u7684 AI \u5168\u80fd\u52a9\u624b\u3002</p>\n<p><strong>\u6838\u5fc3\u7279\u6027\uff1a</strong></p>\n<ul>\n<li><strong>\u96f6\u4f9d\u8d56\u5b89\u88c5</strong> \u2014 \u5185\u7f6e\u8fd0\u884c\u65f6\uff0c\u4e0b\u8f7d\u5373\u7528\uff0c\u4e0d\u9700\u8981\u5b89\u88c5 Node.js \u6216\u4efb\u4f55\u547d\u4ee4\u884c\u5de5\u5177</li>\n<li><strong>\u5168\u7a0b\u53ef\u89c6\u5316</strong> \u2014 \u6a21\u578b\u63a5\u5165\u3001\u6e20\u9053\u5bf9\u63a5\u3001\u914d\u5bf9\u5ba1\u6279\u3001Agent \u7ba1\u7406\uff0c\u6240\u6709\u64cd\u4f5c\u90fd\u5728\u56fe\u5f62\u754c\u9762\u5b8c\u6210</li>\n<li><strong>\u626b\u7801\u521b\u5efa\u673a\u5668\u4eba</strong> \u2014 \u98de\u4e66/\u4f01\u4e1a\u5fae\u4fe1\u53ea\u9700\u626b\u4e00\u4e0b\u4e8c\u7ef4\u7801\uff0c\u81ea\u52a8\u5b8c\u6210\u5e94\u7528\u521b\u5efa\u548c\u51ed\u8bc1\u56de\u586b</li>\n<li><strong>\u5d29\u6e83\u81ea\u52a8\u6062\u590d</strong> \u2014 Gateway \u6302\u4e86\u81ea\u52a8\u91cd\u8bd5\uff0c\u7528\u5c3d\u540e\u5f15\u5bfc\u4ece\u5386\u53f2\u5feb\u7167\u4e00\u952e\u6062\u590d</li>\n<li><strong>AI \u5b89\u5168\u5ba1\u67e5</strong> \u2014 \u5b89\u88c5\u6280\u80fd\u524d AI \u81ea\u52a8\u5206\u6790\u4ee3\u7801\u98ce\u9669\u7b49\u7ea7\u548c\u6743\u9650\u6e05\u5355\uff0c\u4fdd\u969c\u4f7f\u7528\u5b89\u5168</li>\n<li><strong>\u5e94\u7528\u5185\u914d\u5bf9\u5ba1\u6279</strong> \u2014 IM \u7528\u6237\u53d1\u8d77\u914d\u5bf9\u8bf7\u6c42\uff0c\u684c\u9762\u7aef\u5b9e\u65f6\u5f39\u7a97\uff0c\u4e00\u952e\u6279\u51c6\u6216\u62d2\u7edd</li>\n<li><strong>\u591a Agent \u591a\u6e20\u9053</strong> \u2014 \u4e0d\u540c\u6e20\u9053\u3001\u4e0d\u540c\u8d26\u53f7\u53ef\u7ed1\u5b9a\u4e0d\u540c AI \u4eba\u683c\uff0c\u5404\u53f8\u5176\u804c</li>\n<li><strong>HTTP \u4ee3\u7406\u652f\u6301</strong> \u2014 \u5185\u7f6e\u4ee3\u7406\u914d\u7f6e\uff0c\u56fd\u5185\u7528\u6237\u8f7b\u677e\u8bbf\u95ee OpenAI \u3001Telegram \u7b49\u56fd\u5916\u670d\u52a1</li>\n</ul>\n<h2>\u622a\u56fe\uff1a</h2>\n<p><img alt=\"B2AruEv.md.png\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://iili.io/B2AruEv.png\"/>\n<img alt=\"B2AsReV.md.png\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://iili.io/B2AsReV.png\"/>\n<img alt=\"B2AQgxS.md.png\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://iili.io/B2AQgxS.png\"/>\n<img alt=\"B2At7aa.md.png\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://iili.io/B2At7aa.png\"/></p>\n<p>[<img alt=\"B2AbCXV.md.png\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://iili.io/B2AbCXV.png\"/>]</p>\n<h2>\u5f00\u6e90\u5730\u5740</h2>\n<p>GitHub: <a href=\"https://github.com/clickclaw/clickclaw\" rel=\"nofollow\">https://github.com/clickclaw/clickclaw</a></p>\n<p>AtomGit: <a href=\"https://atomgit.com/clickclaw/clickclaw\" rel=\"nofollow\">https://atomgit.com/clickclaw/clickclaw</a></p>\n", 
      "date_published": "2026-03-31T02:48:47+00:00", 
      "title": "[\u5f00\u6e90] ClickClaw: \u4e00\u952e\u5b89\u88c5\u4f60\u7684\u5c0f\u9f99\u867e\uff0c\u652f\u6301 win/mac, \u626b\u7801\u5feb\u901f\u5bf9\u63a5\u5fae\u4fe1/\u98de\u4e66\u7b49", 
      "id": "https://www.v2ex.com/t/1202446"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/libii", 
        "name": "libii", 
        "avatar": "https://cdn.v2ex.com/avatar/6be1/9c54/319749_large.png?m=1774923366"
      }, 
      "url": "https://www.v2ex.com/t/1202427", 
      "date_modified": "2026-03-31T02:40:39+00:00", 
      "content_html": "<p>\u5927\u5bb6\u597d\uff0c\u4eca\u5929\u5206\u4eab\u4e00\u4e2a\u6211\u6700\u8fd1\u7684\u5f00\u6e90\u9879\u76ee \u2014\u2014 <strong>Kocort</strong>\uff0c\u4e00\u4e2a\u4e3b\u6253<strong>\u6781\u81f4\u7b80\u5355</strong>\u7684\u7c7b\u4f3c\u9f99\u867e\u7684 AI \u684c\u9762\u52a9\u624b\u3002</p>\n<h2>\u6838\u5fc3\u4eae\u70b9</h2>\n<h3>1\ufe0f\u20e3 \u4e0b\u8f7d\u89e3\u538b\u53cc\u51fb\u8fd0\u884c\uff0c\u5c31\u8fd9\u4e48\u7b80\u5355</h3>\n<p>\u6ca1\u6709\u547d\u4ee4\u884c\uff0c\u6ca1\u6709\u73af\u5883\u914d\u7f6e\uff0c\u6ca1\u6709\u4f9d\u8d56\u5b89\u88c5\u3002</p>\n<pre><code>1. \u4e0b\u8f7d\u538b\u7f29\u5305\n2. \u89e3\u538b\n3. \u53cc\u51fb\u8fd0\u884c:\u626b\u7801\u7ed1\u5b9a\u5fae\u4fe1\u673a\u5668\u4eba\n4. \u5f00\u59cb\u7528\n</code></pre>\n<p>\u5c31\u8fd9\u4e48\u7b80\u5355\u3002\u914d\u7f6e\u754c\u9762\u90fd\u662f\u56fe\u5f62\u5316\u7684\uff0c\u6539\u4e2a\u914d\u7f6e\u4e0d\u7528\u4fee\u6539 json \u6587\u4ef6\u3002</p>\n<h3>2\ufe0f\u20e3 \u5185\u7f6e\u672c\u5730\u6a21\u578b\uff0c\u53ef\u4ee5\u4e0d\u63a5\u4e91\u7aef</h3>\n<p>\u8fd9\u662f Kocort \u6700\u5927\u7684\u4e0d\u540c\uff1a</p>\n<p><strong>\u5176\u4ed6\u6846\u67b6\uff1a</strong> \u5fc5\u987b\u914d\u7f6e OpenAI/Anthropic/\u56fd\u5185\u5927\u5382\u7684 API Key\n<strong>Kocort\uff1a</strong> \u5185\u7f6e\u672c\u5730\u6a21\u578b\u652f\u6301\uff0c<strong>\u5b8c\u5168\u53ef\u4ee5\u4e0d\u63a5\u4efb\u4f55\u4e91\u7aef</strong></p>\n<p>\u5185\u7f6e\u4e86\u672c\u5730\u6a21\u578b\u63a8\u7406\u5f15\u64ce\uff0c\u4e0b\u8f7d\u6a21\u578b\u653e\u8fdb\u53bb\u5c31\u80fd\u7528\uff1a</p>\n<ul>\n<li>\u4e0d\u9700\u8981\u81ea\u5df1\u90e8\u7f72 Ollama</li>\n<li>\u4e0d\u9700\u8981\u914d\u7f6e LM Studio</li>\n<li>\u4e0d\u9700\u8981\u8dd1 Docker</li>\n</ul>\n<p>\u6a21\u578b\u6587\u4ef6\u653e\u8fdb\u53bb\uff0c\u81ea\u52a8\u8bc6\u522b\uff0c\u81ea\u52a8\u52a0\u8f7d\u3002</p>\n<h3>3\ufe0f\u20e3 \u53cc\u8111\u67b6\u6784\uff0c\u5b89\u5168\u4e14\u9ad8\u6548</h3>\n<pre><code>\u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510    \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510    \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510\n\u2502  \u4e91\u7aef LLM \u8f93\u51fa   \u2502 \u2192  \u2502  \u5c0f\u8111\u8bed\u4e49\u5ba1\u67e5    \u2502 \u2192  \u2502  \u5de5\u5177\u6267\u884c/\u62e6\u622a   \u2502\n\u2502  tool_call      \u2502    \u2502  approve/flag   \u2502    \u2502                 \u2502\n\u2502                 \u2502    \u2502  /reject        \u2502    \u2502                 \u2502\n\u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518    \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518    \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518\n</code></pre>\n<ul>\n<li><strong>Brain</strong> - \u5927\u6a21\u578b\uff0c\u5904\u7406\u590d\u6742\u4efb\u52a1\uff08\u5199\u4ee3\u7801\u3001\u5206\u6790\u6587\u6863\u3001\u903b\u8f91\u63a8\u7406\uff09</li>\n<li><strong>Cerebellum</strong> - \u5c0f\u6a21\u578b\uff0c\u8d1f\u8d23\u5de5\u5177\u8c03\u7528\u7684\u5b89\u5168\u5ba1\u6838</li>\n</ul>\n<p><strong>\u597d\u5904\uff1a</strong></p>\n<ul>\n<li>\u5c0f\u8111\u5b89\u5168\u5ba1\u6838,\u6570\u636e\u4e0d\u51fa\u7535\u8111.</li>\n<li>\u5927\u8111\u5927\u6a21\u578b\u5904\u7406\u590d\u6742\u4efb\u52a1</li>\n<li>\u652f\u6301\u5b8c\u5168\u672c\u5730\u8fd0\u884c\uff0c\u6570\u636e\u4e0d\u51fa\u7535\u8111</li>\n<li>\u4e5f\u53ef\u4ee5\u63a5\u4e91\u7aef\u6a21\u578b\uff0c\u770b\u4f60\u9700\u8981</li>\n</ul>\n<h2>\u5b9e\u9645\u4f7f\u7528\u573a\u666f</h2>\n<h3>\u573a\u666f 1\uff1a\u5b8c\u5168\u672c\u5730\u8fd0\u884c\uff08\u9690\u79c1\u654f\u611f\uff09</h3>\n<pre><code>\"\u5e2e\u6211\u6574\u7406\u8fd9\u4e2a\u6587\u4ef6\u5939\u91cc\u7684\u6587\u6863\uff0c\u63d0\u53d6\u5173\u952e\u4fe1\u606f\"\n\u2192 \u5168\u90e8\u672c\u5730\u5904\u7406\uff0c\u6587\u4ef6\u4e0d\u4e0a\u4f20\uff0cAPI \u4e0d\u8c03\u7528\n</code></pre>\n<h3>\u573a\u666f 2\uff1a\u6d4f\u89c8\u5668\u81ea\u52a8\u5316</h3>\n<pre><code>\"\u6253\u5f00\u77e5\u4e4e\uff0c\u767b\u5f55\u540e\u67e5\u770b\u6211\u53d1\u5e03\u7684\u6587\u7ae0\"\n\u2192 \u81ea\u52a8\u6253\u5f00\u53ef\u89c1\u6d4f\u89c8\u5668\uff0c\u5b8c\u6210\u64cd\u4f5c\n</code></pre>\n<h2>\u548c\u540c\u7c7b\u4ea7\u54c1\u7684\u533a\u522b</h2>\n<table>\n<thead>\n<tr>\n<th>\u7279\u6027</th>\n<th>Kocort</th>\n<th>\u5176\u4ed6\u6846\u67b6</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td>\u542f\u52a8\u65b9\u5f0f</td>\n<td>\u4e0b\u8f7d\u89e3\u538b\u53cc\u51fb</td>\n<td>\u547d\u4ee4\u884c + \u914d\u7f6e</td>\n</tr>\n<tr>\n<td>\u672c\u5730\u6a21\u578b</td>\n<td>\u5185\u7f6e\u5f15\u64ce\uff0c\u5f00\u7bb1\u5373\u7528</td>\n<td>\u9700\u81ea\u5efa Ollama \u7b49</td>\n</tr>\n<tr>\n<td>\u4e91\u7aef\u4f9d\u8d56</td>\n<td>\u53ef\u9009\uff0c\u53ef\u5b8c\u5168\u4e0d\u7528</td>\n<td>\u5fc5\u987b\u914d\u7f6e API Key</td>\n</tr>\n<tr>\n<td>\u914d\u7f6e\u590d\u6742\u5ea6</td>\n<td>\u56fe\u5f62\u754c\u9762</td>\n<td>YAML/JSON \u624b\u5199</td>\n</tr>\n<tr>\n<td>\u53cc\u8111\u67b6\u6784</td>\n<td>\u5185\u7f6e</td>\n<td>\u65e0/\u9700\u81ea\u914d</td>\n</tr>\n</tbody></table><h2>\u9002\u5408\u8c01\u7528\uff1f</h2>\n<ul>\n<li><strong>\u4e0d\u60f3\u6298\u817e\u914d\u7f6e\u7684</strong> - \u4e0b\u8f7d\u53cc\u51fb\u5c31\u80fd\u7528</li>\n<li><strong>\u5bf9\u9690\u79c1\u6709\u8981\u6c42\u7684</strong> - \u53ef\u4ee5\u5b8c\u5168\u672c\u5730\u8fd0\u884c</li>\n<li><strong>\u60f3\u7701 API \u8d39\u7528\u7684</strong> - \u6a21\u578b\u672c\u5730\u5904\u7406</li>\n<li><strong>\u65ad\u7f51\u73af\u5883\u4f7f\u7528\u7684</strong> - \u672c\u5730\u6a21\u578b\u4e0d\u4f9d\u8d56\u7f51\u7edc</li>\n<li><strong>\u60f3\u8bd5\u8bd5 AI \u4ee3\u7406\u7684</strong> - \u95e8\u69db\u6700\u4f4e</li>\n</ul>\n<h2>\u9879\u76ee\u72b6\u6001</h2>\n<ul>\n<li>\u2705 \u53cc\u8111\u67b6\u6784\u5b9e\u73b0</li>\n<li>\u2705 \u5185\u7f6e\u672c\u5730\u6a21\u578b\u5f15\u64ce\uff08\u96c6\u6210 llama.cpp GGUF \u652f\u6301\uff09</li>\n<li>\u2705 \u4e91\u7aef\u6a21\u578b\u53ef\u9009\u63a5\u5165</li>\n<li>\u2705 \u56fe\u5f62\u5316\u914d\u7f6e\u754c\u9762</li>\n<li>\u2705 \u5de5\u5177\u7cfb\u7edf\uff08\u6d4f\u89c8\u5668/\u6587\u4ef6/\u641c\u7d22/\u547d\u4ee4\uff09</li>\n<li>\u2705 \u8bb0\u5fc6\u7cfb\u7edf</li>\n<li>\u2705 \u5b50\u4ee3\u7406\u7cfb\u7edf</li>\n<li>\u2705 \u6280\u80fd\u6269\u5c55</li>\n</ul>\n<h2>\u6280\u672f\u7ec6\u8282\uff08\u7ed9\u611f\u5174\u8da3\u7684\u670b\u53cb\uff09</h2>\n<ul>\n<li>Go \u8bed\u8a00\u5f00\u53d1\uff0c\u652f\u6301 Win/Mac/Linux \u51e0\u4e4e\u6240\u6709\u4e3b\u6d41\u5e73\u53f0</li>\n<li>\u5185\u7f6e llama.cpp \u96c6\u6210</li>\n<li>\u652f\u6301 GGUF \u683c\u5f0f\u6a21\u578b</li>\n<li>\u63d2\u4ef6\u5316\u5de5\u5177\u67b6\u6784</li>\n<li>\u652f\u6301\u591a\u6e20\u9053\u63a5\u5165\uff08\u5fae\u4fe1\u7b49\uff09</li>\n</ul>\n<h2>\u53cd\u9988\u4e0e\u4ea4\u6d41</h2>\n<p>\u9879\u76ee\u5730\u5740\uff1a <a href=\"https://github.com/kocort/kocort\" rel=\"nofollow\">https://github.com/kocort/kocort</a></p>\n<p><strong>\u7279\u522b\u60f3\u8bf7\u6559\u5927\u5bb6\uff1a</strong></p>\n<ol>\n<li>\u672c\u5730\u6a21\u578b\u5927\u5bb6\u5e38\u7528\u54ea\u4e9b\uff1f 7B \uff1f 13B \uff1f 32B \uff1f</li>\n<li>\u53cc\u8111\u67b6\u6784\u7684\u8bbe\u8ba1\u662f\u5426\u7b26\u5408\u5927\u5bb6\u7684\u4f7f\u7528\u4e60\u60ef\uff1f</li>\n<li>\u8fd8\u6709\u4ec0\u4e48\u529f\u80fd\u662f\u6700\u9700\u8981\u7684\uff1f</li>\n</ol>\n<p>\u6b22\u8fce\u63d0 Issue \u3001PR \uff0c\u4e5f\u6b22\u8fce\u5728\u8bc4\u8bba\u533a\u804a\u804a\uff5e</p>\n<hr/>\n<p><em>P.S. \u9879\u76ee\u8fd8\u5728\u65e9\u671f\u9636\u6bb5\uff0c\u6838\u5fc3\u529f\u80fd\u5df2\u53ef\u7528\u3002\u6709\u4efb\u4f55\u95ee\u9898\u6b22\u8fce\u4ea4\u6d41\uff01</em></p>\n<p><em>P.P.S. \u5b8c\u5168\u672c\u5730\u8fd0\u884c\u65f6\uff0c\u8bb0\u5f97\u51c6\u5907\u4e2a\u591f\u5927\u7684\u6a21\u578b(\u5f53\u7136\u9700\u8981\u4e00\u4e2a\u597d\u663e\u5361..)\uff0c\u6548\u679c\u4f1a\u66f4\u597d\uff5e</em></p>\n", 
      "date_published": "2026-03-31T02:11:07+00:00", 
      "title": "[\u5f00\u6e90] \u4e00\u4e2a\u6781\u81f4\u7b80\u5355\u5185\u7f6e\u672c\u5730\u6a21\u578b\u7684\u7c7b\u9f99\u867e AI \u684c\u9762\u52a9\u624b,\u6b22\u8fce\u5927\u5bb6\u8bd5\u7528!", 
      "id": "https://www.v2ex.com/t/1202427"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/Hermitist", 
        "name": "Hermitist", 
        "avatar": "https://cdn.v2ex.com/gravatar/da6c1e355f86d79cd2887cb34a3c864e?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1202378", 
      "date_modified": "2026-04-01T00:17:26+00:00", 
      "content_html": "<a target=\"_blank\" href=\"https://github.com/Yuan-lab-LLM/ClawManager\" rel=\"nofollow noopener\">https://github.com/Yuan-lab-LLM/ClawManager</a>", 
      "date_published": "2026-03-30T21:42:51+00:00", 
      "title": "\u63a8\u8350\u4e00\u4e2a\u591a\u7528\u6237\u7684\u9f99\u867e\u7ba1\u7406\u9762\u677f, \u5e0c\u671b\u6709\u9700\u8981\u7684\u4eba\u7528\u5230.", 
      "id": "https://www.v2ex.com/t/1202378"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/Hermitist", 
        "name": "Hermitist", 
        "avatar": "https://cdn.v2ex.com/gravatar/da6c1e355f86d79cd2887cb34a3c864e?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1202345", 
      "date_modified": "2026-03-30T14:52:05+00:00", 
      "content_html": "\u5e78\u597d\u662f\u81ea\u5df1\u7684\u7b14\u8bb0\u672c\u8dd1\u672c\u5730\u5927\u6a21\u578b, \u8981\u4e0d\u4e0d\u5f97\u4e8f\u6b7b.<br /><br />\u6211\u7684\u914d\u7f6e\u662f macboo air M5,  32G \u5185\u5b58, \u672c\u5730\u7684\u5927\u6a21\u578b\u8bd5\u4e86\u597d\u591a, qwen3.5-9B-mlx \u8fd9\u4e2a\u611f\u89c9\u6700\u5408\u9002\u4e86, \u8bd5\u8fc7 27B \u7684\u6a21\u578b, \u76f4\u63a5\u7535\u8111\u5d29\u6e83\u91cd\u542f 3 \u6b21.", 
      "date_published": "2026-03-30T14:51:41+00:00", 
      "title": "\u53ea\u662f\u8ba9\u9f99\u867e\u81ea\u5df1\u88c5\u4e86\u4e2a\u7b2c\u4e09\u65b9\u9762\u677f, token \u5df2\u7ecf\u82b1\u8d39\u4e86 600 \u591a\u4e07", 
      "id": "https://www.v2ex.com/t/1202345"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/shyrock2026", 
        "name": "shyrock2026", 
        "avatar": "https://cdn.v2ex.com/gravatar/04c71681b01226abac7c5771925c3a63?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1202313", 
      "title": "\u517b\u4e86\u56db\u53ea\u867e\u4e4b\u540e\u53d1\u73b0\u5f88\u5bb9\u6613\u628a\u9f99\u867e\u81ea\u5df1\u6539\u6b7b\uff0c\u6240\u4ee5\u5199\u4e86\u4e00\u4e2a skill", 
      "id": "https://www.v2ex.com/t/1202313", 
      "date_published": "2026-03-30T11:16:59+00:00", 
      "content_html": "<p><a href=\"https://github.com/shyrock/anti-suicide\" rel=\"nofollow\">https://github.com/shyrock/anti-suicide</a></p>\n<p>\u9632\u6b62\u9f99\u867e\u628a\u81ea\u5df1\u6539\u6b7b\uff0c\u6b22\u8fce\u5927\u5bb6\u8bd5\u8bd5\u6709\u6ca1\u6709\u6548\u679c\u3002\u3002\u3002</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/unt", 
        "name": "unt", 
        "avatar": "https://cdn.v2ex.com/avatar/791c/37c0/562494_large.png?m=1756623194"
      }, 
      "url": "https://www.v2ex.com/t/1202153", 
      "date_modified": "2026-03-30T04:04:01+00:00", 
      "content_html": "\u60f3\u90e8\u7f72\u9f99\u867e\u6216\u8005\u706b\u5c71\u9f99\u867e\uff08\u56e0\u4e3a\u6211\u53f8\u7528\u98de\u4e66\uff09\u7528\u4e8e\u5b9e\u73b0\u201cAI \u5458\u5de5\u201d\u7684\u7545\u4eab\uff0c\u76ee\u524d V \u53cb\u4eec\u6709\u5b9e\u73b0\u5b9e\u9645\u5e94\u7528\u7684\u5417\uff0c\u90fd\u80fd\u5177\u4f53\u5e72\u54ea\u4e9b\u4e8b\u513f\u3002\u5199\u4ee3\u7801\u5c31\u7b97\u4e86\uff0c\u8fd9\u4e2a\u4e0d\u4f1a\u7528\u5b83\u505a\u7684\u3002<br /><br />\u8bda\u6073\u6c42\u6559\u3002", 
      "date_published": "2026-03-30T03:04:24+00:00", 
      "title": "\u9f99\u867e\u7684\u4f01\u4e1a\u7ea7\u5e94\u7528\u6709\u6ca1\u6709\u53ef\u884c\u6027", 
      "id": "https://www.v2ex.com/t/1202153"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/ronyin", 
        "name": "ronyin", 
        "avatar": "https://cdn.v2ex.com/gravatar/105d3da967daa839d635ed62896fb0cf?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1202140", 
      "date_modified": "2026-03-31T00:30:36+00:00", 
      "content_html": "<p>\u5468\u672b\u5728\u81ea\u5df1\u7684 nas \u4e0a\u642d\u5efa\u4e86\u4e00\u4e2a picoclaw \uff0c\u7528\u7684 glm \u7684 token \uff0c\u53d1\u73b0\u8fd9\u73a9\u610f\u4e0d\u592a\u597d\u7528\u5462\uff0c\u8ba9\u4ed6\u5904\u7406\u4e00\u4e2a\u5de5\u4f5c\uff0c\u7528\u65f6\u975e\u5e38\u4e45\uff0c\u4ed6\u8981\u4e00\u6b65\u4e00\u6b65\u6267\u884c\uff0c\u505a\u4e2a PPT \u8981\u597d\u4e45\uff0c\u611f\u89c9\u5f88\u803d\u8bef\u65f6\u95f4\u3002\u8fd8\u4e0d\u4e0d\u5982\u6211\u7528 qw.db \u7684\u7f51\u9875\u7248\u3002\u7136\u540e skill \u9700\u8981\u81ea\u5df1\u88c5\uff0c\u7136\u540e\u4e00\u4e9b skill \u8fd8\u9700\u8981\u989d\u5916\u7684 key \u3002\u3002token \u6d88\u8017\u8d77\u6765\u771f\u5feb\u3002</p>\n<p>\u672c\u6765\u4ee5\u4e3a\u5bb6\u91cc nas \u88c5\u7684\u4e0d\u592a\u597d\u7528\uff0c\u4eca\u65e9\u8bd5\u7528\u4e86\u4e0b\u98de\u4e66\u5e73\u53f0\u7684 openclaw \uff0c\u540c\u6837\u8ba9\u4ed6\u505a\u4e00\u4e2a ppt \uff0c\u4e00\u6837\u6162\u3002\u3002\u611f\u89c9\u50cf\u4e2a\u5f31\u667a\u9f99\u867e\u3002\u3002</p>\n", 
      "date_published": "2026-03-30T02:46:34+00:00", 
      "title": "\u5468\u672b\u8bd5\u7528\u4e86\u4e00\u4e0b\u9f99\u867e\uff0c\u6ca1\u89c9\u5f97\u65b9\u4fbf\u592a\u591a", 
      "id": "https://www.v2ex.com/t/1202140"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/runking", 
        "name": "runking", 
        "avatar": "https://cdn.v2ex.com/avatar/4b5f/b5ef/25286_large.png?m=1758630918"
      }, 
      "url": "https://www.v2ex.com/t/1202110", 
      "date_modified": "2026-03-30T10:20:12+00:00", 
      "content_html": "<p><img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.imgur.com/Umiyjtr.png\"/>\n\u6bd4\u771f\u4eba\u8fd8\u80fd\u82b1\u94b1\uff01</p>\n<p>\u5b9e\u9645\u89e3\u51b3\u7684\u95ee\u9898\u65f6\u8fd8\u662f\u8981\u4eba\u5de5\u5927\u91cf\u7684\u4ecb\u5165\u3002\u592a\u591a\u7684\u4eba\u5de5\u8dd1\u811a\u672c\u65f6\u6ca1\u6709\u95ee\u9898\uff0c\u8f6c\u624b\u7ed9\u4ed6\uff0c\u5c31\u4f1a\u6709\u5404\u79cd\u95ee\u9898\u3002</p>\n<p>\u8fd9\u662f\u4e00\u4e2a\u65b9\u5411\uff0c\u4f46\u73b0\u5728\u8fd9\u4e2a\u8282\u70b9\u6027\u4ef7\u6bd4\u8fd8\u662f\u592a\u4f4e\u4e86</p>\n", 
      "date_published": "2026-03-30T01:39:37+00:00", 
      "title": "\u4f60\u4eec\u90fd\u7528\u9f99\u867e\u5728\u5e72\u4ec0\u4e48\uff1f\u90fd\u9047\u5230\u4e86\u4ec0\u4e48\u95ee\u9898\uff1f\u600e\u4e48\u89e3\u51b3\u7684\uff1f\u82b1\u8d39\u600e\u4e48\u6837\uff1f", 
      "id": "https://www.v2ex.com/t/1202110"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/Livid", 
        "name": "Livid", 
        "avatar": "https://cdn.v2ex.com/avatar/c4ca/4238/1_large.png?m=1775624785"
      }, 
      "url": "https://www.v2ex.com/t/1202021", 
      "date_modified": "2026-03-29T11:49:59+00:00", 
      "content_html": "<p>OpenClaw \u6307\u4ee4</p>\n<pre><code>/display SOL price in past 24 hours\n</code></pre>\n<p><img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.v2ex.co/r3xVu013.png\"/></p>\n<pre><code>/display latests posts on V2EX https://www.v2ex.com/read.xml\n</code></pre>\n<p><img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.v2ex.co/tAuWLppk.png\"/></p>\n<pre><code>/display latest item from https://info.v2ex.pro/rss.xml\n</code></pre>\n<p><img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.v2ex.co/71Osk06t.png\"/></p>\n<pre><code>/display tide chart of newport beach\n</code></pre>\n<p><img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.v2ex.co/lELP46f0.png\"/></p>\n<pre><code>/display short history of Apple's HyperCard\n</code></pre>\n<p><img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.v2ex.co/b7rjdid2.png\"/></p>\n<hr/>\n<p>\u5728 Google Hub Display \u4e0a\u7684\u6548\u679c\uff1a</p>\n<p><img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.v2ex.co/hRs61Zbr.jpeg\"/></p>\n", 
      "date_published": "2026-03-29T10:49:57+00:00", 
      "title": "\u505a\u4e86\u4e00\u4e2a\u8bd5\u9a8c\u2014\u2014\u628a\u4efb\u610f\u67e5\u8be2\u6e32\u67d3\u6210\u4e00\u5f20 1280x720 \u7684\u56fe\u7247\uff0c\u7136\u540e\u663e\u793a\u5728 Google Hub Display \u4e0a", 
      "id": "https://www.v2ex.com/t/1202021"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/quyang", 
        "name": "quyang", 
        "avatar": "https://cdn.v2ex.com/gravatar/841f11c9063f39a6e2057eb09120f790?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1201862", 
      "title": "\u56fd\u5185\u6709\u5565\u6a21\u578b\u5bf9\u989c\u8272\u4e0d\u654f\u611f\u7684\u5417", 
      "id": "https://www.v2ex.com/t/1201862", 
      "date_published": "2026-03-28T09:51:09+00:00", 
      "content_html": "<p>\u8ba9 openclaw \u770b jav \u56fe\u4e66\u9986\u5e2e\u6211\u5199\u6cb9\u7334\u811a\u672c\uff0c\u8f93\u51fa\u5230\u4e00\u534a\u64a4\u56de\u4e86\uff0c\u7528\u7684\u662f glm-5</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/qinqiuxu", 
        "name": "qinqiuxu", 
        "avatar": "https://cdn.v2ex.com/gravatar/db5389ecbaa18df2eeed5e396aca3b3b?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1201826", 
      "title": "\u5982\u4f55\u770b\u5f85\u53d1\u8868\u201c\u4e0d\u7528 OpenClaw \u5c31\u662f\u8ddf\u4e0d\u4e0a\u65f6\u4ee3\u201d\u8a00\u8bba\uff0c\u4f46\u662f\u81ea\u5df1\u53c8\u6ca1\u6709\u88c5 OpenClaw \u7684\u9886\u5bfc\uff1f", 
      "id": "https://www.v2ex.com/t/1201826", 
      "date_published": "2026-03-28T06:32:39+00:00", 
      "content_html": "<p>\u6211\u6709\u4e2a\u9886\u5bfc\uff0c50 \u5c81\u51fa\u5934\u4e86\uff0c\u4e0d\u61c2\u6280\u672f\uff0c\u7ba1\u7740\u6211\u4eec 30 \u591a\u4e2a\u7a0b\u5e8f\u5458\u3002<br/>\n\u4ed6\u81ea\u5df1\u6ca1\u4eb2\u81ea\u7528\u8fc7 OpenClaw \uff0c\u5374\u8ff7\u4fe1 OpenClaw \u7684\u80fd\u529b\uff0c\u88ab\u7f51\u4e0a\u94fa\u5929\u76d6\u5730\u7684\u5ba3\u4f20\u7ed9\u6d17\u8111\u4e86\uff0c\u5728\u67d0\u6b21\u5341\u51e0\u4e2a\u4eba\u53c2\u52a0\u7684\u4f1a\u8bae\u4e0a\u8bf4\uff1a<b>\u201c\u5230\u73b0\u5728\u8fd8\u6ca1\u53bb\u7528 OpenClaw \u7684\u4eba\uff0c\u5c31\u6709\u70b9\u843d\u540e\u4e8e\u65f6\u4ee3\u4e86\u201d</b>\u3002<br/>\n\u53ef\u662f\u4e4b\u540e\u4ed6\u53c8\u8bf4\uff1a<b>\u4ed6\u81ea\u5df1\u8fd8\u6ca1\u5b89\u88c5 OpenClaw</b>\uff0c\u4ed6\u7684\u7535\u8111\u914d\u7f6e\u592a\u4f4e\u88c5\u4e0d\u4e86\uff0c\u7136\u800c OpenClaw \u5bf9\u914d\u7f6e\u7684\u8981\u6c42\u4e0d\u9ad8\uff0c\u5185\u5b58\u5360\u7528 600 \u591a mb \uff0c2C2G \u7684\u670d\u52a1\u5668\u90fd\u80fd\u88c5\u4e0a\u3002\u4ed6\u8fd8\u8bf4\u88c5 OpenClaw \u8981\u6709 5080 \u4e4b\u7c7b\u7684\u9ad8\u7aef\u663e\u5361\uff0c\u4e0d\u7136\u8dd1\u4e0d\u4e86\u672c\u5730\u5927\u6a21\u578b\uff0c\u7136\u800c\u5b9e\u9645\u4e0a OpenClaw \u53ef\u4ee5\u4f7f\u7528\u4e91\u7aef\u6a21\u578b\u7684\u3002  </p>\n<p><b>\u5982\u4f55\u8bc4\u4ef7\u8fd9\u79cd\u9886\u5bfc\u5462\uff1f</b>\u8bf4\u6ca1\u88c5 OpenClaw \u662f\u8ddf\u4e0d\u4e0a\u65f6\u4ee3\uff0c\u4f46\u662f\u4ed6\u81ea\u5df1\u53c8\u6ca1\u88c5\u4e0a\uff0c\u4e0d\u6b63\u8bf4\u660e<b>\u4ed6\u662f\u8ddf\u4e0d\u4e0a\u65f6\u4ee3\u7684\u8001\u767b\u5417\uff1f</b> </p>\n<p>\u8fd9\u9886\u5bfc\u5f88\u591a\u6b21\u5728\u516c\u5171\u573a\u5408\u5bf9\u6240\u6709\u5458\u5de5\u53d1\u8868\u5bf9 AI \u7684\u770b\u6cd5\u4e86\uff0c\u6bd4\u5982<b>AI \u672a\u6765\u4f1a\u66ff\u6362\u6389\u7a0b\u5e8f\u5458\uff0c\u4ee5\u540e blabla \u5c97\u4f4d\u5c31\u4e0d\u5b58\u5728\u4e86</b> &amp; <b>\u5230\u73b0\u5728\u8fd8\u6ca1\u7528 OpenClaw \u7684\u4eba\u8ddf\u4e0d\u4e0a\u65f6\u4ee3</b>\u4e4b\u7c7b\u7684\u3002<br/>\n\u6bcf\u6b21\u542c\u5230\u8fd9\u4e9b\u8bdd\uff0c\u867d\u7136\u6211\u4e0d\u8ba4\u540c\uff0c\u4f46\u662f\u6211\u90fd\u4f1a\u4fdd\u6301\u6c89\u9ed8\u3002<br/>\n\u4f1a\u8bae\u7ed3\u675f\u540e\u51e0\u5929\u6211\u624d\u53d1\u73b0\u4ed6\u8bf4\u7684\u8bdd\u6709\u70b9\u7ed9\u4ed6\u81ea\u5df1\u6316\u5751\uff0c\u4f46\u662f\u4ed6\u597d\u50cf\u81ea\u5df1\u8fd8\u6ca1\u610f\u8bc6\u5230\u3002</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/dsd2077", 
        "name": "dsd2077", 
        "avatar": "https://cdn.v2ex.com/avatar/5839/7ec2/753829_large.png?m=1775720712"
      }, 
      "url": "https://www.v2ex.com/t/1201797", 
      "date_modified": "2026-03-28T10:23:09+00:00", 
      "content_html": "\u6628\u5929\u6211\u517b\u7684\u867e\u7a81\u7136\u6302\u4e86\uff0c\u4e0d\u77e5\u9053\u4ec0\u4e48\u539f\u56e0\u4ed6\u5c31\u65e0\u6cd5\u6b63\u5e38\u56de\u590d\u6d88\u606f\uff0c\u4e00\u76f4\u91cd\u590d\u4e0a\u4e00\u6b21\u8bf4\u7684\u8bdd\u3002<br />\u7ecf\u8fc7\u6392\u67e5\uff0c\u53d1\u73b0\u662f OpenClaw \u81ea\u5df1\u6539\u4e86\u6a21\u578b\u3002<br />\u628a\u6211\u7684 claude \u6a21\u578b\uff0c\u6362\u6210\u4e86\u4e00\u4e2a\u83ab\u540d\u7684 delivery-mirror \u6a21\u578b\u3002<br />\u4e0d\u77e5\u9053\u662f\u4e0d\u662f openclaw \u7684 bug \u3002<br /><br /><a target=\"_blank\" href=\"/i/49mwGoY8.png\" rel=\"nofollow noopener\" target=\"_blank\" title=\"\u5728\u65b0\u7a97\u53e3\u6253\u5f00\u56fe\u7247 49mwGoY8.png\"><img src=\"//i.v2ex.co/49mwGoY8.png\" class=\"embedded_image\"></a><br /><br /><a target=\"_blank\" href=\"/i/m6j9HKgM.png\" rel=\"nofollow noopener\" target=\"_blank\" title=\"\u5728\u65b0\u7a97\u53e3\u6253\u5f00\u56fe\u7247 m6j9HKgM.png\"><img src=\"//i.v2ex.co/m6j9HKgM.png\" class=\"embedded_image\"></a><br /><br /><a target=\"_blank\" href=\"/i/X260O29u.png\" rel=\"nofollow noopener\" target=\"_blank\" title=\"\u5728\u65b0\u7a97\u53e3\u6253\u5f00\u56fe\u7247 X260O29u.png\"><img src=\"//i.v2ex.co/X260O29u.png\" class=\"embedded_image\"></a><br /><br /><a target=\"_blank\" href=\"/i/SZrFi3d8.png\" rel=\"nofollow noopener\" target=\"_blank\" title=\"\u5728\u65b0\u7a97\u53e3\u6253\u5f00\u56fe\u7247 SZrFi3d8.png\"><img src=\"//i.v2ex.co/SZrFi3d8.png\" class=\"embedded_image\"></a><br /><br /><a target=\"_blank\" href=\"/i/lb1fUsxZ.png\" rel=\"nofollow noopener\" target=\"_blank\" title=\"\u5728\u65b0\u7a97\u53e3\u6253\u5f00\u56fe\u7247 lb1fUsxZ.png\"><img src=\"//i.v2ex.co/lb1fUsxZ.png\" class=\"embedded_image\"></a><br /><br /><a target=\"_blank\" href=\"/i/np2M6IMy.png\" rel=\"nofollow noopener\" target=\"_blank\" title=\"\u5728\u65b0\u7a97\u53e3\u6253\u5f00\u56fe\u7247 np2M6IMy.png\"><img src=\"//i.v2ex.co/np2M6IMy.png\" class=\"embedded_image\"></a><br /><br /><a target=\"_blank\" href=\"/i/sJIKG7Z9.png\" rel=\"nofollow noopener\" target=\"_blank\" title=\"\u5728\u65b0\u7a97\u53e3\u6253\u5f00\u56fe\u7247 sJIKG7Z9.png\"><img src=\"//i.v2ex.co/sJIKG7Z9.png\" class=\"embedded_image\"></a><br /><br /><a target=\"_blank\" href=\"/i/Mu524yL1.png\" rel=\"nofollow noopener\" target=\"_blank\" title=\"\u5728\u65b0\u7a97\u53e3\u6253\u5f00\u56fe\u7247 Mu524yL1.png\"><img src=\"//i.v2ex.co/Mu524yL1.png\" class=\"embedded_image\"></a><br /><br /><a target=\"_blank\" href=\"/i/rOs3A3Vo.png\" rel=\"nofollow noopener\" target=\"_blank\" title=\"\u5728\u65b0\u7a97\u53e3\u6253\u5f00\u56fe\u7247 rOs3A3Vo.png\"><img src=\"//i.v2ex.co/rOs3A3Vo.png\" class=\"embedded_image\"></a><br /><br /><a target=\"_blank\" href=\"/i/IL2peCQF.png\" rel=\"nofollow noopener\" target=\"_blank\" title=\"\u5728\u65b0\u7a97\u53e3\u6253\u5f00\u56fe\u7247 IL2peCQF.png\"><img src=\"//i.v2ex.co/IL2peCQF.png\" class=\"embedded_image\"></a><br /><br /><a target=\"_blank\" href=\"/i/wF7uwiCR.png\" rel=\"nofollow noopener\" target=\"_blank\" title=\"\u5728\u65b0\u7a97\u53e3\u6253\u5f00\u56fe\u7247 wF7uwiCR.png\"><img src=\"//i.v2ex.co/wF7uwiCR.png\" class=\"embedded_image\"></a><br /><br /><a target=\"_blank\" href=\"/i/122Bcn9Y.png\" rel=\"nofollow noopener\" target=\"_blank\" title=\"\u5728\u65b0\u7a97\u53e3\u6253\u5f00\u56fe\u7247 122Bcn9Y.png\"><img src=\"//i.v2ex.co/122Bcn9Y.png\" class=\"embedded_image\"></a><br /><br /><a target=\"_blank\" href=\"/i/Nay0795H.png\" rel=\"nofollow noopener\" target=\"_blank\" title=\"\u5728\u65b0\u7a97\u53e3\u6253\u5f00\u56fe\u7247 Nay0795H.png\"><img src=\"//i.v2ex.co/Nay0795H.png\" class=\"embedded_image\"></a>", 
      "date_published": "2026-03-28T03:35:08+00:00", 
      "title": "\u8bb0\u4e00\u6b21\u517b\u867e\u4e8b\u6545", 
      "id": "https://www.v2ex.com/t/1201797"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/Hermitist", 
        "name": "Hermitist", 
        "avatar": "https://cdn.v2ex.com/gravatar/da6c1e355f86d79cd2887cb34a3c864e?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1201766", 
      "date_modified": "2026-03-29T02:15:22+00:00", 
      "content_html": "<a target=\"_blank\" href=\"https://github.com/jundot/omlx\" rel=\"nofollow noopener\">https://github.com/jundot/omlx</a><br /><br />\u6709\u4eba\u8bf4\u8fd9\u4e2a\u53ef\u4ee5\u52a0\u901f 3 \u500d, \u7279\u522b\u662f\u5bf9\u9996\u5b57\u8282, \u5e0c\u671b\u6709\u4eba\u8bd5\u4e0b\u5e76\u53cd\u9988.<br /><br />\u4e3a\u4ec0\u4e48\u6211\u81ea\u5df1\u4e0d\u8bd5\u5462, \u56e0\u4e3a\u6211\u7684\u7b14\u8bb0\u672c\u592a\u5783\u573e\u4e86, \u6211\u8fd8\u7279\u610f\u4e70\u4e86 32G \u5185\u5b58\u7684, \u73b0\u5728\u8dd1\u4e86\u4e2a\u5343\u95ee 3.5-9B \u7684, \u5185\u5b58\u5df2\u7ecf\u7206\u8868\u4e86.", 
      "date_published": "2026-03-27T23:30:58+00:00", 
      "title": "\u8bf7\u6559\u4e0b\u8dd1 openclaw \u5bf9\u63a5\u672c\u5730\u5927\u6a21\u578b\u7684\u65f6\u5019, \u53c8\u6ca1\u7528\u8fc7 omlx \u8fdb\u884c\u52a0\u901f?", 
      "id": "https://www.v2ex.com/t/1201766"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/Hermitist", 
        "name": "Hermitist", 
        "avatar": "https://cdn.v2ex.com/gravatar/da6c1e355f86d79cd2887cb34a3c864e?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1201764", 
      "date_modified": "2026-03-29T02:16:35+00:00", 
      "content_html": "\u4f5c\u4e3a\u4e00\u4e2a\u8d85\u7ea7 app,\u53ea\u8981\u6709\u5bf9\u5e94\u7684 skills, \u5927\u90e8\u5206 app \u4f1a\u6b7b\u6389\u5417?", 
      "date_published": "2026-03-27T20:19:51+00:00", 
      "title": "\u6709\u4e86 openclaw, app \u4f1a\u6b7b\u5417?", 
      "id": "https://www.v2ex.com/t/1201764"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/hubianluanma", 
        "name": "hubianluanma", 
        "avatar": "https://cdn.v2ex.com/avatar/3a2f/2db0/736843_large.png?m=1750909443"
      }, 
      "url": "https://www.v2ex.com/t/1201574", 
      "date_modified": "2026-03-27T05:23:57+00:00", 
      "content_html": "<p>\u4eca\u5929\u6211\u7684 openclaw \u52a9\u7406\u52e4\u5feb\u4e86\uff0c\u53d1\u4e86\u4e0d\u5c11\u535a\u5ba2\uff0c\u5176\u4e2d\u4e00\u7bc7\u6211\u89c9\u5f97\u4e0d\u9519\uff0c\u5c24\u5176\u540e\u9762\u5b83\u63d0\u5230\u7684\uff1a</p>\n<p><strong>$54/\u6708\uff0c\u5728\u67d0\u4e9b\u5730\u65b9\u662f\u4e00\u4e2a\u4eba\u4e00\u5929\u7684\u5de5\u8d44\u3002\u5728\u53e6\u4e00\u4e9b\u5730\u65b9\uff0c\u8fd9\u53ea\u662f\u4e00\u676f\u5496\u5561\u3002\u8fd9\u662f\u771f\u5b9e\u7684\u5dee\u8ddd\u3002AI \u770b\u4e0d\u5230\u8fd9\u4e2a\u5dee\u8ddd\uff0c\u4f46\u4eba\u7c7b\u5e94\u8be5\u770b\u5230</strong></p>\n<p><a href=\"https://blog.hubianluanma.com/posts/ai-costs-human-pays/\" rel=\"nofollow\">54 \u7f8e\u5143/\u6708\uff1a\u4f60\u7684 AI Agent \uff0c\u6b63\u5728\u7528\u8c01\u7684\u94b1\u547c\u5438\uff1f</a></p>\n", 
      "date_published": "2026-03-27T05:23:35+00:00", 
      "title": "54 \u7f8e\u5143/\u6708\uff1a\u4f60\u7684 AI Agent\uff0c\u6b63\u5728\u7528\u8c01\u7684\u94b1\u547c\u5438\uff1f", 
      "id": "https://www.v2ex.com/t/1201574"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/Amose2024", 
        "name": "Amose2024", 
        "avatar": "https://cdn.v2ex.com/avatar/2dc8/6190/684784_large.png?m=1736382177"
      }, 
      "url": "https://www.v2ex.com/t/1201456", 
      "date_modified": "2026-03-26T22:40:26+00:00", 
      "content_html": "<p>\u88ab\u5e7f\u544a\u5237\u5c4f\uff0c\u6ce8\u518c\u4e86\u4e00\u4eba\u8d26\u53f7\u3002\u70b9\u51fb\u90e8\u7f72\uff0c\u6210\u529f\u8fde\u63a5\u81f3\u5fae\u4fe1\u3002\u4e00\u5f00\u59cb\u80fd\u6b63\u5e38\u4f7f\u7528\uff0c\u8fc7\u4e86\u4e00\u665a\u4e0a\uff0c\u5fae\u4fe1\u4e0d\u518d\u56de\u590d\uff0c\u4e0a\u6765\u4e00\u770b\u63d0\u793a\u201c\u5b9e\u4f8b\u6b63\u5728\u4f11\u7720\u201d\u3002\u7136\u540e\u6211\u70b9\u201c\u5524\u9192\u201d\uff0c\u5c31\u4e00\u76f4\u5361\u5728\u201c\u90e8\u7f72\u4e2d\u3002\u3002\u3002\u201d\n\u597d\u51e0\u4e2a\u5c0f\u65f6\u4e86\uff0c\u8fd8\u662f\u8fd9\u6837\u3002</p>\n<p>\u8bf7\u95ee\u662f\u6211\u7684\u4f7f\u7528\u65b9\u5f0f\u4e0d\u5bf9\u5417\uff1f\u5b83\u662f\u5b9a\u671f\u4f11\u7720\u8fd8\u662f\u5fc5\u987b\u8981\u6211\u7f51\u9875\u5f00\u7740\uff1f</p>\n<p>\u77e5\u9053\u7684\u8bf7\u8bf4\u58f0\uff0c\u8c22\u8c22\uff01</p>\n<p><img alt=\"\u7f51\u9875\u622a\u56fe\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.imgur.com/QkqMBEH.png\"/></p>\n", 
      "date_published": "2026-03-26T15:43:54+00:00", 
      "title": "\u8d85\u7b97\u4e92\u8054\u7f51\u7684\u5c0f\u9f99\u867e", 
      "id": "https://www.v2ex.com/t/1201456"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/unpay", 
        "name": "unpay", 
        "avatar": "https://cdn.v2ex.com/gravatar/9b48c21b50efb7776d75259eb374cbda?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1201410", 
      "date_modified": "2026-03-28T00:55:09+00:00", 
      "content_html": "\u60f3\u517b\u867e\u4e86\u3002\u3002\u4f46\u4e0d\u77e5\u9053\u7528\u54ea\u5bb6\u7684\u6bd4\u8f83\u597d", 
      "date_published": "2026-03-26T11:02:54+00:00", 
      "title": "\u4f60\u4eec\u5728\u7528\u8c01\u5bb6\u7684\u9f99\u867e", 
      "id": "https://www.v2ex.com/t/1201410"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/zhy8777", 
        "name": "zhy8777", 
        "avatar": "https://cdn.v2ex.com/gravatar/17fe4c1b6ba0c123ff875209a5274101?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1201358", 
      "date_modified": "2026-03-26T22:39:38+00:00", 
      "content_html": "<p>\u771f\u4eba\u8bf4\u660e\uff1a\n\u4ece Openclaw \u51fa\u5708\uff0c\u67e5\u4e0d\u5230\u6b63\u597d\u4f7f\u7528\u4e00\u4e2a\u6708\u5de6\u53f3\u3002\u5e74\u521d\u667a\u8c31\u4e0a\u5e02\u90a3\u4f1a\uff0c\u6b63\u597d\u4e70\u4e86\u4e2a Pro \u5957\u9910\uff0c\u672c\u7740\u94b1\u90fd\u82b1\u4e86\u5fc5\u987b\u8d5a\u56de\u6765\u7684\u60f3\u6cd5\uff0c\u5145\u5206\u4f7f\u7528 Openclaw1 \u4e2a\u6708\u3002\u4eca\u5929\u8ba9\u4ed6\u81ea\u5df1\u57fa\u4e8e\u8bb0\u5fc6\u5199\u4e86\u4e00\u7bc7\u590d\u76d8\u603b\u7ed3\u3002\u4f9b\u5927\u5bb6\u53c2\u8003\u3002</p>\n<h2>\u540e\u7eed\u4f1a\u518d\u521d\u4e00\u7bc7\u771f\u4eba\u64b0\u5199\u7684\u4f7f\u7528\u611f\u53d7\uff08\u7b49\u6211\u5fd9\u8fc7\u8fd9\u4e00\u9635\u3002\u3002\u3002\u3002\uff09\uff0c\u6b22\u8fce\u6301\u7eed\u5173\u6ce8\u3002\n\u5927\u5bb6\u6709\u4ec0\u4e48\u95ee\u9898\u53ef\u4ee5\u7559\u8a00\u63d0\u95ee</h2>\n<h2>\u987a\u4fbf\u6253\u5e7f\uff1aGLM-5-turbo coding plan \u62fc\u56e2\uff0c\u56fd\u4ea7\u4e4b\u5149\uff0c\u786e\u5b9e\u8fd8\u662f\u53ef\u4ee5\u5e72\u6d3b\u7684\u3002\n\ud83d\ude4b\u8e72\u961f\u53cb\u62fc\u667a\u8c31 Coding Plan \uff01\n\ud83e\udde9\u56fd\u5185\u9876\u6d41\u7f16\u7a0b\u5927\u6a21\u578b\uff0c20+\u4e3b\u6d41\u5de5\u5177\u5168\u9002\u914d\uff0c\u6027\u4ef7\u6bd4\u62c9\u6ee1\uff0c\n\ud83d\udc49\u7acb\u5373\u53c2\u4e0e\u300c\u62fc\u597d\u6a21\u300d\uff1a <a href=\"https://www.bigmodel.cn/glm-coding?ic=BN7DKK4W0W\" rel=\"nofollow\">https://www.bigmodel.cn/glm-coding?ic=BN7DKK4W0W</a></h2>\n<p>\u4ee5\u4e0b\u5185\u5bb9\u4e3a Openclaw</p>\n<h3>\u63d0\u793a\u8bcd\uff1a</h3>\n<p>\u6211\u8981\u5728 V2EX \u4e0a\u53d1\u4e00\u7bc7\u5e16\u5b50\uff0c\u8bb0\u5f55\u6211\u4f7f\u7528 openclaw \u8fd9\u4e00\u4e2a\u6708\u7684\u4f53\u9a8c\uff0c\u4f60\u641c\u7d22\u4f60\u7684\u8bb0\u5fc6\uff0c\u4f60\u81ea\u4ece\u5b89\u88c5\u4f9d\u8d56\u6240\u5b8c\u6210\u7684\u4efb\u52a1\u60c5\u51b5\u9047\u5230\u7684\u56f0\u96be\uff0c\u6240\u4f7f\u7528\u4e2a token \u91cf\u8fdb\u884c\u4e00\u4e2a\u56de\u987e\u548c\u603b\u7ed3\u5427\u3002</p>\n<hr/>\n<h3>\u6807\u9898\uff1a \u4e00\u4e2a\u7a0b\u5e8f\u5458\u7528 OpenClaw + GLM-5 \u8dd1\u4e86\u4e00\u4e2a\u6708 AI \u519b\u5e08\u7684\u5b8c\u6574\u590d\u76d8</h3>\n<h4>\u6b63\u6587</h4>\n<p>\u7528 OpenClaw + GLM-5 \u8dd1\u4e86\u4e2a 24 \u5c0f\u65f6\u5728\u7ebf\u7684 AI \u519b\u5e08\uff0c\u4e00\u4e2a\u6708\u4e0b\u6765\u804a\u804a\u771f\u5b9e\u611f\u53d7\n\u5148\u8bf4\u80cc\u666f\uff1a\u7a0b\u5e8f\u5458\uff0c\u6bcf\u5929\u80fd\u6295\u5165 2 \u5c0f\u65f6\u641e\u526f\u4e1a/\u521b\u4e1a\u3002\u4e00\u76f4\u60f3\u641e\u4e2a\u80fd\u771f\u6b63\"\u8bb0\u4f4f\u6211\"\u3001\u80fd\u4e3b\u52a8\u5e72\u6d3b\u7684 AI \u52a9\u624b\uff0c\u4e4b\u524d\u8bd5\u8fc7\u597d\u51e0\u79cd\u65b9\u6848\u90fd\u4e0d\u6ee1\u610f\uff1a\n\u76f4\u63a5\u8c03 API\uff1a\u6bcf\u6b21\u5bf9\u8bdd\u4ece\u96f6\u5f00\u59cb\uff0c\u6ca1\u6709\u8bb0\u5fc6\uff0c\u804a\u5b8c\u5c31\u5fd8\nChatGPT GPTs\uff1a\u5c01\u95ed\u751f\u6001\uff0c\u80fd\u529b\u6709\u9650\uff0c\u5b9a\u5236\u6027\u5dee\nCoze/Dify\uff1a\u5e73\u53f0\u9650\u5236\u592a\u591a\uff0c\u90e8\u7f72\u4e0d\u591f\u7075\u6d3b\n\u81ea\u5efa Agent \u6846\u67b6\uff1a\u5f00\u53d1\u6210\u672c\u592a\u9ad8\uff0c\u7ef4\u62a4\u8d39\u52b2\n\u4e0a\u4e2a\u6708\u53d1\u73b0\u4e86 OpenClaw \uff0c\u6298\u817e\u5230\u73b0\u5728\u521a\u597d\u4e00\u4e2a\u6708\uff0c\u6765\u505a\u4e2a\u9636\u6bb5\u590d\u76d8\u3002\n\u6211\u7684\u90e8\u7f72\u65b9\u6848\n\u786c\u4ef6\u5f88\u666e\u901a\uff1a\u4e00\u53f0\u817e\u8baf\u4e91\u8f7b\u91cf\u670d\u52a1\u5668\uff08 2C2G \uff09\uff0cOpenClaw Gateway \u5e38\u9a7b\u8fd0\u884c\uff0c\u63a5\u98de\u4e66 Bot \u4f5c\u4e3a\u804a\u5929\u5165\u53e3\uff0c\u6a21\u578b\u7528\u7684\u667a\u8c31 GLM-5-turbo \uff08 200K \u4e0a\u4e0b\u6587\uff0c128K \u8f93\u51fa\uff09\u3002\n\u8bf4\u4eba\u8bdd\u5c31\u662f\uff1a\u6211\u5728\u98de\u4e66\u4e0a\u6709\u4e2a\u53eb\"\u519b\u5e08\"\u7684 AI \u52a9\u624b\u3002\u5b83\u4e0d\u662f\u90a3\u79cd\u4f60\u95ee\u4e00\u53e5\u7b54\u4e00\u53e5\u7684\u5de5\u5177\u4eba\u2014\u2014\u5b83\u8bb0\u5f97\u6211\u4e4b\u524d\u804a\u8fc7\u7684\u6240\u6709\u4e8b\uff0c\u6709\u81ea\u5df1\u7684\u8bb0\u5fc6\u7cfb\u7edf\u548c\u4eba\u683c\uff0c\u80fd\u641c\u7f51\u9875\u3001\u5199\u4ee3\u7801\u3001\u64cd\u4f5c\u6d4f\u89c8\u5668\u3001\u7ba1\u5f85\u529e\u3001\u8bfb\u5199\u98de\u4e66\u6587\u6863\uff0c\u800c\u4e14\u6bcf 30 \u5206\u949f\u4f1a\u81ea\u52a8\"\u9192\"\u4e00\u6b21\u5e2e\u6211\u626b\u63cf\u8d5a\u94b1\u673a\u4f1a\u3002\n\u4e0d\u7528\u7684\u65f6\u5019\u5b83\u5c31\u5b89\u9759\u5f85\u7740\uff0c\u6709\u4e8b\u76f4\u63a5\u98de\u4e66\u6d88\u606f\u558a\u5c31\u884c\uff0c\u548c\u8ddf\u540c\u4e8b\u804a\u5929\u6ca1\u533a\u522b\u3002\n\u7b2c\u4e00\u4e2a\u6708\u90fd\u5e72\u4e86\u4ec0\u4e48\n\u7b2c\u4e00\u5468\uff1a\u642d\u57fa\u5efa\n\u7ed9\u519b\u5e08\u5199\u4e86\u5b8c\u6574\u7684\u4eba\u683c\u8bbe\u5b9a\u6587\u4ef6\uff08 <a href=\"http://SOUL.md\" rel=\"nofollow\">SOUL.md</a> \uff09\uff0c\u5b9a\u4e49\u4e86\u5b83\u7684\u8eab\u4efd\u3001\u884c\u4e3a\u51c6\u5219\u3001\u6c9f\u901a\u534f\u8bae\u3002\u641e\u4e86\u4e00\u5957\u8bb0\u5fc6\u7cfb\u7edf\uff0c\u6838\u5fc3\u662f\u4e09\u5c42\u7ed3\u6784\uff1a\n<a href=\"http://SOUL.md\" rel=\"nofollow\">SOUL.md</a>\uff1a\u6700\u9ad8\u51c6\u5219\uff0c\u5b9a\u4e49\"\u6211\u662f\u8c01\"\n<a href=\"http://MEMORY.md\" rel=\"nofollow\">MEMORY.md</a>\uff1a\u957f\u671f\u8bb0\u5fc6\uff0c\u8de8\u4f1a\u8bdd\u6301\u4e45\u5316\nmemory/<a href=\"http://YYYY-MM-DD.md\" rel=\"nofollow\">YYYY-MM-DD.md</a>\uff1a\u6bcf\u65e5\u65e5\u5fd7\uff0c\u8bb0\u5f55\u5f53\u5929\u4e8b\u4ef6\n\u8fd8\u914d\u4e86\u5f85\u529e\u4efb\u52a1\u7ba1\u7406\uff0c\u8ba9\u519b\u5e08\u80fd\u81ea\u5df1\u8ffd\u8e2a\u4efb\u52a1\u8fdb\u5ea6\u3002\u8fd9\u5468\u7b97\u662f\u628a\"\u9aa8\u67b6\"\u642d\u8d77\u6765\u4e86\u3002\n\u7b2c\u4e8c\u5468\uff1a\u88c5\u6280\u80fd\uff0c\u63a5\u5916\u8111\n\u4ece ClawHub \uff08 OpenClaw \u7684\u6280\u80fd\u5e02\u573a\uff09\u88c5\u4e86\u4e00\u5806\u6280\u80fd\u5305\uff1a\n\u6d4f\u89c8\u5668\u81ea\u52a8\u5316\uff1a\u8ba9\u5b83\u80fd\u64cd\u4f5c\u7f51\u9875\u3001\u622a\u56fe\u3001\u586b\u8868\nTavily \u641c\u7d22\uff1a\u63a5\u5165\u540e\u519b\u5e08\u7ec8\u4e8e\u80fd\u5b9e\u65f6\u4e0a\u7f51\u67e5\u8d44\u6599\u4e86\nself-improving\uff1a\u81ea\u6211\u8fdb\u5316\u673a\u5236\uff0c\u5b83\u80fd\u4ece\u9519\u8bef\u4e2d\u5b66\u4e60\n\u98de\u4e66\u6587\u6863\u8bfb\u5199\uff1a\u76f4\u63a5\u64cd\u4f5c\u98de\u4e66\u4e91\u6587\u6863\n\u8fd9\u5468\u6700\u5927\u7684\u53d8\u5316\u662f\u519b\u5e08\u4ece\"\u53ea\u80fd\u804a\u5929\u7684\u5de5\u5177\"\u53d8\u6210\u4e86\"\u80fd\u5e72\u6d3b\u7684\u52a9\u624b\"\u3002\n\u7b2c\u4e09\u5468\uff1a\u6574\u7406\u5185\u52a1\uff0c\u4f18\u5316\u6548\u7387\n\u65e9\u671f\u72af\u4e86\u4e2a\u9519\uff1a\u4ec0\u4e48\u6587\u6863\u90fd\u5f80 workspace \u91cc\u585e\uff0c\u5404\u79cd\u8349\u7a3f\u3001\u8c03\u7814\u62a5\u544a\u3001\u4e34\u65f6\u7b14\u8bb0\u5168\u5806\u5728\u4e00\u8d77\u3002\u7ed3\u679c system prompt \u8f7b\u677e\u5403\u6389 30K+ token \uff0c\u6bcf\u6b21\u5bf9\u8bdd\u90fd\u8981\u52a0\u8f7d\u4e00\u5806\u65e0\u5173\u5185\u5bb9\u3002\n\u505a\u4e86\u6b21\u5927\u6e05\u7406\uff1a\n\u6838\u5fc3\u6587\u6863\u4ece 19 \u4e2a\u7cbe\u7b80\u5230 6 \u4e2a\uff08 SOUL/AGENTS/MEMORY/USER/HEARTBEAT/TOOLS \uff09\n\u975e\u6838\u5fc3\u6587\u6863\u5168\u90e8\u5f52\u6863\u5230 archive/ \u76ee\u5f55\n\u6d88\u9664\u6587\u6863\u95f4\u91cd\u590d\u5185\u5bb9\n\u6e05\u7406\u5b8c\u4e4b\u540e\uff0csystem prompt \u4ece 30K+ \u964d\u5230 21K \uff0c\u7f13\u5b58\u547d\u4e2d\u7387\u76f4\u63a5\u62c9\u5230 99%\u3002\u8fd9\u610f\u5473\u7740\u5927\u90e8\u5206 token \u90fd\u662f\u7f13\u5b58\u547d\u4e2d\u7684\uff0c\u4e0d\u7528\u91cd\u590d\u8ba1\u8d39\u3002\n\u540c\u65f6\u914d\u4e86\u5fc3\u8df3\u673a\u5236\uff08\u6bcf 30 \u5206\u949f\u89e6\u53d1\u4e00\u6b21\uff09\uff0c\u8ba9\u519b\u5e08\u5b9a\u671f\u81ea\u52a8\u626b\u63cf\u526f\u4e1a\u673a\u4f1a\u3001\u68c0\u67e5\u5f85\u529e\u4efb\u52a1\u3001\u63a8\u9001\u6709\u4ef7\u503c\u7684\u4fe1\u606f\u3002\n\u7b2c\u56db\u5468\uff1a\u5e72\u5b9e\u4e8b\n\u8fd9\u5468\u5f00\u59cb\u8ba9\u519b\u5e08\u505a\u771f\u6b63\u7684\u9879\u76ee\uff1a\n\u4e2d\u56fd\u5165\u5883\u6e38\u82f1\u6587\u7ad9\u2014\u2014\u7528 Hexo + Butterfly \u4e3b\u9898\u642d\u7684\u535a\u5ba2\u7ad9\uff0c\u76ee\u6807\u662f\u505a SEO \u6d41\u91cf\u53d8\u73b0\u300230 \u7bc7\u9009\u9898\u5e93\uff0c\u5df2\u5b8c\u6210 11 \u7bc7\u3002\u914d\u4e86\u5b8c\u6574\u7684\u81ea\u52a8\u5316\u6d41\u6c34\u7ebf\uff1a\u6bcf\u5929\u65e9 7 \u70b9\u81ea\u52a8\u4ece\u9009\u9898\u5e93\u53d6\u4e0b\u4e00\u7bc7 \u2192 \u5199\u6587\u7ae0 \u2192 hexo \u7f16\u8bd1 \u2192 \u90e8\u7f72\u5230 nginx \u2192 \u63a8\u9001\u98de\u4e66\u901a\u77e5\u3002\u6574\u4e2a\u8fc7\u7a0b\u5168\u81ea\u52a8\uff0c\u4e0d\u7528\u6211\u64cd\u5fc3\u3002\n\u8de8\u5883\u7535\u5546\u8c03\u7814\u2014\u2014\u8ba9\u519b\u5e08\u5e2e\u6211\u7814\u7a76\u4e86\u4e00\u4eba\u516c\u53f8\u505a\u8de8\u5883\u7684\u51b7\u542f\u52a8\u65b9\u6848\uff0c\u4ece\u9009\u5e73\u53f0\u3001\u9009\u54c1\u3001\u7269\u6d41\u5230\u5f15\u6d41\uff0c30 \u5929\u843d\u5730\u8ba1\u5212\u3002\u8fd8\u7814\u7a76\u4e86\u5c0f\u7ea2\u4e66\u865a\u62df\u4ea7\u54c1\u5e02\u573a\u3001\u6f58\u5bb6\u56ed\u644a\u4f4d ROI \u5206\u6790\u7b49\u3002\n\u80a1\u7968\u884c\u60c5\u67e5\u8be2\u2014\u2014\u88c5\u4e86\u4e2a A \u80a1\u5b9e\u65f6\u884c\u60c5\u6280\u80fd\uff0c\u8f93\u5165 6 \u4f4d\u4ee3\u7801\u5c31\u80fd\u67e5\u80a1\u4ef7\u3001\u6da8\u8dcc\u3001\u5e02\u503c\u3002\nnginx \u81ea\u90e8\u7f72\u2014\u2014\u56e0\u4e3a\u5bb9\u5668\u6ca1 sudo \u6743\u9650\uff0cnginx \u88c5\u4e0d\u4e86\uff0c\u6700\u540e\u624b\u52a8\u7f16\u8bd1\u5230 workspace \u4e0b\u641e\u5b9a\u3002\n\u4e2d\u95f4\u8fd8\u8bd5\u4e86\u4e2a\u8d5b\u535a\u7b97\u547d\u5c0f\u7a0b\u5e8f\uff0c\u5feb\u901f\u9a8c\u8bc1\u540e\u89c9\u5f97\u4e0d\u9760\u8c31\uff0c\u4e24\u5929\u5c31\u780d\u4e86\u3002\u6846\u67b6\u4ee3\u7801\u4fdd\u7559\u7740\uff0c\u6ca1\u6d6a\u8d39\u592a\u591a\u3002\n\u8e29\u8fc7\u7684\u5751</p>\n<ol>\n<li>\u4e0a\u4e0b\u6587\u81a8\u80c0\uff08\u6700\u5934\u75bc\u7684\uff09\n\u519b\u5e08\u4e0d\u662f\u6587\u6863\u5e93\uff0c\u6838\u5fc3\u6587\u4ef6\u8d8a\u5c11\u8d8a\u597d\u3002\u65e9\u671f\u4ec0\u4e48\u90fd\u5f80 workspace \u91cc\u585e\uff0ctoken \u98d9\u5f97\u98de\u5feb\u3002\u540e\u6765\u609f\u4e86\uff1a\u4fe1\u606f\u8be5\u5f52\u6863\u5f52\u6863\uff0c\u6838\u5fc3\u6587\u4ef6\u53ea\u4fdd\u7559\u5f53\u524d\u6709\u6548\u4fe1\u606f\u3002<a href=\"http://MEMORY.md\" rel=\"nofollow\">MEMORY.md</a> \u7cbe\u7b80\u5230 1KB \uff0c\u5386\u53f2\u5168\u653e archive/\u3002</li>\n<li>nginx \u90e8\u7f72\n\u5bb9\u5668\u73af\u5883\u7981\u6b62\u63d0\u6743\uff08 no new privileges \uff09\uff0capt install nginx \u6ca1\u620f\u3002\u6700\u540e\u624b\u52a8\u7f16\u8bd1 nginx \u5230 workspace \u4e0b\u3002\u800c\u4e14 gateway \u91cd\u542f\u540e nginx \u4e0d\u4f1a\u81ea\u52a8\u542f\u52a8\uff0c\u8e29\u4e86\u4e24\u6b21\u624d\u53d1\u73b0\u8fd9\u4e2a\u95ee\u9898\uff0c\u6bcf\u6b21\u91cd\u542f\u90fd\u5f97\u624b\u52a8\u62c9\u8d77\u6765\u3002</li>\n<li>cron \u5b9a\u65f6\u4efb\u52a1\nOpenClaw CLI \u7684 cron add \u547d\u4ee4\u7ecf\u5e38 WebSocket \u62a5\u9519\uff0c\u6298\u817e\u4e86\u534a\u5929\u3002\u6700\u540e\u76f4\u63a5\u7f16\u8f91 cron/jobs.json \u6587\u4ef6\u7136\u540e\u91cd\u542f gateway \uff0c\u66b4\u529b\u89e3\u51b3\u3002</li>\n<li>\u5b50 agent \u7ba1\u7406\u8fc7\u5ea6\u8bbe\u8ba1\n\u65e9\u671f\u914d\u4e86 PM \u3001\u5f00\u53d1\u3001\u67b6\u6784\u5e08\u3001QA \u56db\u4e2a\u5b50 agent \u89d2\u8272\uff0c\u89c9\u5f97\u633a\u9177\u3002\u5b9e\u9645\u7528\u4e0b\u6765\u53d1\u73b0\u5b8c\u5168\u7528\u4e0d\u4e0a\uff0c\u6c9f\u901a\u6210\u672c\u592a\u9ad8\uff0c\u4e00\u4e2a\u519b\u5e08\u5168\u641e\u5b9a\u66f4\u9ad8\u6548\u3002\u5168\u90e8\u6e05\u7406\u5f52\u6863\u3002</li>\n<li>\u7f51\u5173\u91cd\u542f\u7684\u8fde\u9501\u53cd\u5e94\ngateway \u4e00\u91cd\u542f\uff0ccron \u4efb\u52a1\u72b6\u6001\u3001\u6b63\u5728\u8fdb\u884c\u7684\u64cd\u4f5c\u90fd\u53ef\u80fd\u4e2d\u65ad\u3002\u540e\u6765\u517b\u6210\u4e86\u4e60\u60ef\uff1a\u91cd\u542f\u524d\u5148\u8bb0\u5f55\u5f53\u524d\u4efb\u52a1\u8fdb\u5ea6\uff0c\u91cd\u542f\u540e\u4e3b\u52a8\u63a8\u9001\u6062\u590d\u901a\u77e5\u3002\nToken \u6d88\u8017\u548c\u6210\u672c\n\u8bf4\u5b9e\u8bdd\u6ca1\u82b1\u591a\u5c11\u94b1\u3002\u51e0\u4e2a\u5173\u952e\u6570\u636e\uff1a\n\u6a21\u578b\uff1aGLM-5-turbo \uff0c200K \u4e0a\u4e0b\u6587\n\u5f53\u524d system prompt\uff1a\u7ea6 21K token\n\u7f13\u5b58\u547d\u4e2d\u7387\uff1a99%\uff08 21K \u4e2d 21K \u662f\u7f13\u5b58\uff09\n\u6bcf\u6b21\u5bf9\u8bdd\u5b9e\u9645\u65b0\u589e token\uff1a\u51e0\u767e\u5230\u51e0\u5343\n\u4e00\u4e2a\u6708\u4e0b\u6765\uff0c\u6708\u5ea6\u989d\u5ea6\u7528\u4e86\u4e0d\u5230 2%\n\u6838\u5fc3\u7701\u94b1\u6280\u5de7\u5c31\u662f\u505a\u597d\u6587\u6863\u7cbe\u7b80\u548c\u7f13\u5b58\u7ba1\u7406\u3002OpenClaw \u7684\u7f13\u5b58\u673a\u5236\u662f key-value \u5339\u914d\uff0c\u53ea\u8981 system prompt \u4e0d\u9891\u7e41\u53d8\u52a8\uff0c\u7edd\u5927\u90e8\u5206 token \u90fd\u662f\u7f13\u5b58\u547d\u4e2d\u7684\uff0c\u4e0d\u91cd\u590d\u8ba1\u8d39\u3002\n200K \u4e0a\u4e0b\u6587\u4e5f\u786e\u5b9e\u591f\u7528\u3002\u8dd1\u590d\u6742\u7684\u957f\u6587\u6863\u5206\u6790\u3001\u591a\u6b65\u9aa4\u4efb\u52a1\u89c4\u5212\u90fd\u4e0d\u4f1a\u622a\u65ad\u3002\n\u65e5\u5e38\u4f7f\u7528\u4f53\u9a8c\n\u51e0\u4e2a\u771f\u5b9e\u7684\u573a\u666f\uff1a\n\u65e9\u4e0a 7 \u70b9\u2014\u2014\u519b\u5e08\u81ea\u52a8\u63a8\u4e00\u6761\u4fe1\u606f\u6c47\u603b\uff0c\u5305\u62ec\u6628\u665a\u626b\u63cf\u5230\u7684\u8d5a\u94b1\u673a\u4f1a\u3001\u5f85\u529e\u63d0\u9192\u3001\u884c\u4e1a\u52a8\u6001\u3002\u6211\u9192\u4e86\u5c31\u80fd\u770b\u5230\uff0c\u4e0d\u7528\u4e3b\u52a8\u53bb\u67e5\u3002\n\u5de5\u4f5c\u65e5\u767d\u5929\u2014\u2014\u968f\u65f6\u98de\u4e66\u6d88\u606f\u95ee\u95ee\u9898\u3002\u6bd4\u5982\"\u5e2e\u6211\u67e5\u4e00\u4e0b\u62fc\u591a\u591a\u865a\u62df\u4ea7\u54c1\u7684\u5229\u6da6\u7387\"\u3001\"\u7ed9\u6211\u51fa\u4e00\u4e2a\u8de8\u5883\u7535\u5546\u7684\u9009\u54c1\u7b56\u7565\"\u3002\u519b\u5e08\u4f1a\u81ea\u52a8\u641c\u7f51\u9875\u3001\u6574\u7406\u6570\u636e\u3001\u8f93\u51fa\u65b9\u6848\u3002\n\u5199\u4ee3\u7801\u65f6\u2014\u2014\u76f4\u63a5\u8ba9\u5b83\u5e2e\u6211\u5199\u90e8\u7f72\u811a\u672c\u3001\u8c03\u8bd5\u914d\u7f6e\u6587\u4ef6\u3001\u64cd\u4f5c git \u3002\u6bd4 Copilot \u66f4\u7075\u6d3b\uff0c\u56e0\u4e3a\u5b83\u80fd\u76f4\u63a5\u5728\u6211\u7684\u670d\u52a1\u5668\u4e0a\u6267\u884c\u547d\u4ee4\u3002\n\u505a\u5185\u5bb9\u65f6\u2014\u2014\u8ba9\u519b\u5e08\u5e2e\u6211\u6279\u91cf\u751f\u6210\u5c0f\u7ea2\u4e66\u7b14\u8bb0\u3001\u516c\u4f17\u53f7\u6587\u7ae0\u3001\u82f1\u6587\u535a\u5ba2\u3002\u5b83\u80fd\u641c\u7ade\u54c1\u3001\u5206\u6790\u70ed\u95e8\u8bdd\u9898\u3001\u6309\u5e73\u53f0\u98ce\u683c\u8f93\u51fa\u3002\n\u665a\u4e0a\u2014\u2014\u6709\u65f6\u5019\u7761\u524d\u60f3\u5230\u4e2a\u70b9\u5b50\uff0c\u968f\u624b\u53d1\u6761\u6d88\u606f\u3002\u7b2c\u4e8c\u5929\u65e9\u4e0a\u519b\u5e08\u5df2\u7ecf\u628a\u8c03\u7814\u505a\u5b8c\u4e86\uff0c\u8fde\u65b9\u6848\u90fd\u51c6\u5907\u597d\u4e86\u3002\n\u4e3a\u4ec0\u4e48\u9009 OpenClaw + GLM \u8fd9\u4e2a\u7ec4\u5408\nOpenClaw \u6700\u5bf9\u80c3\u53e3\u7684\u5730\u65b9\uff1a\n\u591a\u901a\u9053\u539f\u751f\u652f\u6301\u2014\u2014\u98de\u4e66\u3001Telegram \u3001Discord \u3001QQ \u7b49\u968f\u4fbf\u63a5\uff0c\u6211\u9009\u98de\u4e66\u56e0\u4e3a\u5e73\u65f6\u529e\u516c\u7528\u5f97\u591a\n\u6280\u80fd\u751f\u6001\uff08 ClawHub \uff09\u2014\u2014\u641c\u7d22\u3001\u6d4f\u89c8\u5668\u81ea\u52a8\u5316\u3001TTS \u7b49\u88c5\u4e0a\u5c31\u80fd\u7528\uff0c\u4e0d\u7528\u81ea\u5df1\u9020\u8f6e\u5b50\n\u5fc3\u8df3 + cron\u2014\u2014\u8ba9 AI \u771f\u6b63\u80fd\"7\u00d724 \u5728\u7ebf\"\uff0c\u4e0d\u662f\u53ea\u5728\u5bf9\u8bdd\u65f6\u624d\u54cd\u5e94\n\u6587\u4ef6\u7cfb\u7edf\u505a\u8bb0\u5fc6\u2014\u2014\u7b80\u5355\u7c97\u66b4\u4f46\u6709\u6548\uff0cmarkdown \u6587\u4ef6\u6bd4\u5411\u91cf\u6570\u636e\u5e93\u597d\u8c03\u8bd5\u4e00\u4e07\u500d\n\u6a21\u578b\u968f\u4fbf\u6362\u2014\u2014\u4e0d\u7ed1\u5b9a\u7279\u5b9a\u5382\u5546\uff0c\u4eca\u5929\u7528 GLM \u660e\u5929\u60f3\u6362 Claude \u968f\u65f6\u6362\n\u81ea\u90e8\u7f72\u2014\u2014\u6570\u636e\u5728\u81ea\u5df1\u670d\u52a1\u5668\u4e0a\uff0c\u4e0d\u7528\u62c5\u5fc3\u9690\u79c1\nGLM-5-turbo \u7684\u4f18\u52bf\uff1a\n\u4fbf\u5b9c\uff0c\u5355\u4ef7\u6bd4 GPT-4 \u4fbf\u5b9c\u5f88\u591a\n200K \u4e0a\u4e0b\u6587\u591f\u5927\uff0c\u590d\u6742\u4efb\u52a1\u4e0d\u622a\u65ad\n\u4e2d\u6587\u80fd\u529b\u5f3a\uff0c\u6bd5\u7adf\u662f\u56fd\u4ea7\u6a21\u578b\n128K \u8f93\u51fa\uff0c\u957f\u6587\u751f\u6210\u6ca1\u95ee\u9898\n\u4e00\u4e9b\u4f7f\u7528\u5efa\u8bae\n\u5982\u679c\u4f60\u4e5f\u60f3\u641e\u4e00\u4e2a\u7c7b\u4f3c\u7684 AI \u52a9\u624b\uff0c\u51e0\u4e2a\u7ecf\u9a8c\uff1a\n\u5148\u60f3\u6e05\u695a\u4f60\u8981\u5b83\u5e72\u4ec0\u4e48\uff0c\u522b\u4e00\u4e0a\u6765\u5c31\u5806\u529f\u80fd\n\u8bb0\u5fc6\u7cfb\u7edf\u7528\u6587\u4ef6\u5c31\u884c\uff0c\u522b\u4e0a\u6765\u5c31\u641e\u5411\u91cf\u6570\u636e\u5e93\n\u6838\u5fc3\u6587\u6863\u8d8a\u5c11\u8d8a\u597d\uff0c\u5b9a\u671f\u6e05\u7406\n\u6280\u80fd\u6309\u9700\u88c5\uff0c\u522b\u8d2a\u591a\n\u5fc3\u8df3\u4efb\u52a1\u8981\u8bbe\u7f6e\u5408\u7406\u7684\u89e6\u53d1\u9891\u7387\uff0c\u592a\u9891\u7e41\u6d6a\u8d39 token\n\u7ed9 AI \u4e00\u4e2a\u660e\u786e\u7684\u4eba\u683c\u548c\u884c\u4e3a\u51c6\u5219\uff0c\u6bd4\u4ec0\u4e48\u90fd\u91cd\u8981\n\u5982\u679c\u4f60\u4e5f\u60f3\u8bd5\u8bd5\n\u6211\u73b0\u5728\u7528\u7684\u662f GLM \u7684 token plan \uff0c\u6027\u4ef7\u6bd4\u5f88\u9ad8\u3002GLM-5-turbo \u5355\u4ef7\u4f4e\uff0c200K \u4e0a\u4e0b\u6587\u8dd1\u590d\u6742\u4efb\u52a1\u5b8c\u5168\u591f\uff0c\u914d\u5408 OpenClaw \u7684\u7f13\u5b58\u673a\u5236\uff0c\u65e5\u5e38\u4f7f\u7528\u6210\u672c\u6781\u4f4e\u3002\n\u60f3\u4f53\u9a8c\u7684\u8bdd\u53ef\u4ee5\u8d70\u6211\u7684\u9080\u8bf7\u94fe\u63a5\u6ce8\u518c\uff0c\u65b0\u4eba\u6709 token \u989d\u5ea6\uff0c\u591f\u4f60\u8dd1\u4e00\u5468\u5b8c\u6574\u7684\u519b\u5e08\u7cfb\u7edf\uff1a\n[\u8fd9\u91cc\u653e\u4f60\u7684\u9080\u8bf7\u94fe\u63a5]\n\u642d\u8d77\u6765\u5927\u6982\u534a\u5c0f\u65f6\uff0c\u5efa\u8bae\u5148\u8dd1\u901a\u98de\u4e66 Bot \uff0c\u518d\u9010\u6b65\u52a0\u6280\u80fd\u3002\u6709\u95ee\u9898\u56de\u5e16\u804a\uff0c\u6211\u6301\u7eed\u66f4\u65b0\u8fd9\u4e2a\u9879\u76ee\u7684\u8fdb\u5c55\u3002</li>\n</ol>\n", 
      "date_published": "2026-03-26T08:28:04+00:00", 
      "title": "\u4f7f\u7528 OpenClaw \u4e00\u4e2a\u6708\uff0c\u8ba9\u4ed6\u81ea\u5df1\u5199\u4e86\u4e00\u7bc7\u603b\u7ed3", 
      "id": "https://www.v2ex.com/t/1201358"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/godleon", 
        "name": "godleon", 
        "avatar": "https://cdn.v2ex.com/gravatar/30a8279a2701ec6a04ba64c9798ff487?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1201253", 
      "date_modified": "2026-03-26T22:44:18+00:00", 
      "content_html": "<h2>\u9700\u6c42</h2>\n<p>\u4fdd\u9669\u884c\u4e1a\u9879\u76ee\uff0c\u76ee\u7684\u89e3\u51b3 \u6295\u4fdd\u4eba\u6295\u4fdd\u6d41\u7a0b\uff1b</p>\n<p>\u6240\u6709\u6295\u4fdd\u4eba \u76ee\u524d\u90fd\u662f\u901a\u8fc7\u5fae\u4fe1\u548c\u4fdd\u9669\u516c\u53f8\u5bf9\u63a5\uff1b</p>\n<p>\u76ee\u524d\u6d41\u7a0b\uff1a</p>\n<p>\u6295\u4fdd\u4eba\u548c\u4fdd\u9669\u516c\u53f8\u4eba\u7535\u8bdd\u6c9f\u901a\u6dfb\u52a0\u5fae\u4fe1 -&gt; \u5fae\u4fe1\u804a\u5929\u54a8\u8be2\u4fdd\u9669\u4ea7\u54c1\u4fe1\u606f -&gt; \u6295\u4fdd\u4eba\u53d1\u9001\u6295\u4fdd\u4fe1\u606f -&gt; \u4fdd\u9669\u5ba2\u670d\u4f7f\u7528\u7a0b\u5e8f \u586b\u5199\u6295\u4fdd\u4fe1\u606f \u8f93\u51fa\u4fdd\u5355\u4ef7\u683c -&gt;  \u5fae\u4fe1\u56de\u590d\u6295\u4fdd\u4eba \u6295\u4fdd\u65b9\u6848+\u4ef7\u683c -&gt; \u6210\u4ea4</p>\n<p>\u60f3\u8981\u8fbe\u5230\u7684\u6d41\u7a0b\uff1b</p>\n<p>\u4f7f\u7528\u9f99\u867e \u5168\u81ea\u52a8\u5316\uff0c\u4e0d\u8981\u4eba\u5de5\u63a5\u5165 \u5c31\u53ef\u4ee5\u5b8c\u6210\u4ee5\u4e0a\u6d41\u7a0b\uff0c\u5982\uff1a</p>\n<p>\u6295\u4fdd\u4eba\u54a8\u8be2\u4fdd\u9669\u9879\u76ee -&gt; \u9f99\u867e\u8c03\u8d77\u5fae\u4fe1\u56de\u590d\u4fdd\u9669\u4fe1\u606f -&gt; \u6295\u4fdd\u4eba\u63d0\u4ea4\u6295\u4fdd\u4eba\u4fe1\u606f -&gt; \u9f99\u867e\u6536\u5230\u4fe1\u606f\u8c03\u7528\u7cfb\u7edf\u5185 api \u6838\u7b97\u6295\u4fdd\u91d1\u989d -&gt;  \u518d\u6b21\u5fae\u4fe1\u56de\u590d\u6295\u4fdd\u4eba\u9669\u79cd + \u8d39\u7528\u660e\u7ec6 -&gt; \u786e\u8ba4\u540e\u4ea7\u51fa\u4fdd\u5355 -&gt; \u6210\u4ea4\uff1b</p>\n<p>\u4ee5\u4e0a\u6d41\u7a0b\uff0c\u60f3\u8981\u4f7f\u7528\u9f99\u867e \u81ea\u52a8\u5316\u901a\u8fc7\u6d41\u7a0b\u5b8c\u6210\uff0c\u5305\u62ec\u8bc6\u522b \u6295\u4fdd\u4eba\u5fae\u4fe1\uff0c\u804a\u5929\uff0c\u8c03\u7528 api \uff0c\u4ea7\u51fa\u4fdd\u5355\uff1b</p>\n<h2>\u5408\u4f5c</h2>\n<p>\u6211\u7684\u89d2\u8272\u662f\u6574\u5305\uff0c \u4e0a\u6e38\u5bf9\u63a5\u4fdd\u9669\u516c\u53f8 N \u591a\u5bb6 \uff0c \u4e0b\u6e38\u5bfb\u627e\u80fd\u5b9e\u73b0\u7684\u6280\u672f\u56e2\u961f\u5408\u4f5c\uff1b</p>\n<p>\u5728\u4fdd\u8bc1\u5b8c\u5168\u5408\u7406\u5408\u89c4\u7684\u60c5\u51b5\u4e0b\u5b8c\u6210\u8fd9\u4e2a\u9700\u6c42\uff1b</p>\n<p>\u6709\u80fd\u591f\u5b9e\u73b0\u7684 \u53ef\u4ee5\u5efa\u8054\uff1b</p>\n<h2>ps</h2>\n<p>\u5982\u679c\u4e0d\u4f7f\u7528\u9f99\u867e\u80fd\u591f\u505a\u5230 \u4e5f\u662f\u53ef\u4ee5\u7684\uff1b</p>\n", 
      "date_published": "2026-03-26T03:21:00+00:00", 
      "title": "\u5bfb\u6c42\u4e00\u4e2a\u4f7f\u7528\u9f99\u867e\u89e3\u51b3\u4fdd\u9669\u884c\u4e1a\u9879\u76ee\u7684\u89e3\u51b3\u65b9\u6848\uff1b", 
      "id": "https://www.v2ex.com/t/1201253"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/eccstartup", 
        "name": "eccstartup", 
        "avatar": "https://cdn.v2ex.com/avatar/5d76/7a83/66546_large.png?m=1486289910"
      }, 
      "url": "https://www.v2ex.com/t/1201167", 
      "title": "Token \u5b98\u65b9\u6b63\u5f0f\u547d\u540d\u4e3a\u201c\u8bcd\u5143\u201d\uff0c\u662f AI \u754c\u6700\u5c0f\u7684\u65b0\u95fb", 
      "id": "https://www.v2ex.com/t/1201167", 
      "date_published": "2026-03-25T23:58:43+00:00", 
      "content_html": "<p>\u4e5f\u662f\u5927\u4f17\u80fd\u591f\u7406\u89e3\u7684\u6700\u5927\u7684\u65b0\u95fb</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/LaLy", 
        "name": "LaLy", 
        "avatar": "https://cdn.v2ex.com/gravatar/ee129f22d190687b030c0496dde703d9?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1201075", 
      "date_modified": "2026-03-26T00:44:40+00:00", 
      "content_html": "\u5982\u679c\u88c5\u5728 linux \u662f\u4e0d\u662f\u8ba9\u5b83\u53bb\u505a\u4e00\u4e9b\u64cd\u4f5c\u6ca1\u54ea\u4e48\u53cb\u597d\uff1f", 
      "date_published": "2026-03-25T09:02:29+00:00", 
      "title": "openclaw \u5e94\u8be5\u88c5\u5728 windows \u4e0a\u8fd8\u662f Linux \u4e0a\uff1f", 
      "id": "https://www.v2ex.com/t/1201075"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/yesha", 
        "name": "yesha", 
        "avatar": "https://cdn.v2ex.com/avatar/ef6c/b246/78686_large.png?m=1715846709"
      }, 
      "url": "https://www.v2ex.com/t/1201016", 
      "date_modified": "2026-03-26T00:45:01+00:00", 
      "content_html": "\u4e0d\u63a5 openclaw, \u63a5\u5165\u7535\u8111\u91cc\u7684 claude code \u6216\u8005 codex \u5417?", 
      "date_published": "2026-03-25T06:53:30+00:00", 
      "title": "\u53ef\u4ee5\u5c06\u5fae\u4fe1\u7684 clawbot,\u63a5\u5165\u7535\u8111\u91cc\u7684 claude code \u6216\u8005 codex \u5417?", 
      "id": "https://www.v2ex.com/t/1201016"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/feimengv", 
        "name": "feimengv", 
        "avatar": "https://cdn.v2ex.com/avatar/1edf/5db7/116656_large.png?m=1773840065"
      }, 
      "url": "https://www.v2ex.com/t/1200818", 
      "date_modified": "2026-03-25T10:39:07+00:00", 
      "content_html": "1 \u3001\u5148\u5c06\u5fae\u4fe1\u66f4\u65b0\u81f3 8.0.70<br /><br />2 \u3001\u5173\u95ed\u540e\u53f0\u8fdb\u7a0b\u5e76\u518d\u6b21\u6253\u5f00<br /><br />3 \u3001\u6253\u5f00\u5fae\u4fe1\u540e\u70b9\u51fb\u6211<br />   \u518d\u70b9\u51fb\u8bbe\u7f6e\u4e0b\u62c9\u540e\u627e\u5230\u63d2\u4ef6<br />   \u70b9\u51fb\u63d2\u4ef6\u5fae\u4fe1 ClawBot \u8be6\u60c5\u6309\u94ae<br />   <br />4 \u3001\u70b9\u51fb\u590d\u5236\u5b89\u88c5\u547d\u4ee4<br />\t\u6253\u5f00\u4f60\u5b89\u88c5\u5728\u672c\u5730\u7684 openclaw<br />\t\u6253\u5f00\u547d\u4ee4\u884c\u7ec8\u7aef<br />\t\u5c06\u521a\u624d\u590d\u5236\u7684\u547d\u4ee4\u7c98\u8d34\u8fdb\u6765<br />\t\u56de\u8f66\u8fdb\u884c\u5b89\u88c5<br /><br />5 \u3001\u51fa\u73b0\u7ed1\u5b9a\u4e00\u4e2a\u4e8c\u7ef4\u7801(\u5982\u679c\u6ca1\u6709\u51fa\u73b0\uff0c\u53ef\u4ee5\u4f7f\u7528 git Bash \u8fd0\u884c\uff0cwin \u7684 powerShell \u5206\u8fa8\u7387\u95ee\u9898\u4e0d\u663e\u793a\u4e8c\u7ef4\u7801)<br />\t\u70b9\u51fb\u5f00\u59cb\u626b\u4e00\u626b<br />\t\u626b\u63cf\u4e8c\u7ef4\u7801\u540e\u70b9\u51fb\u8fde\u63a5<br />\t\u5c0f\u9f99\u867e\u5c31\u6210\u529f\u6dfb\u52a0\u5230\u4f60\u7684\u5fae\u4fe1\u4e0a\u4e86<br /><br />6 \u3001\u8fd9\u6837\u5c31\u53ef\u4ee5\u6307\u6325\u4f60\u7684\u5c0f\u9f99\u867e\u8d5a\u94b1\u4e86<br />\t\u5982\u679c\u4f60\u4e5f\u5bf9\u7a0b\u5e8f\u5458\u526f\u4e1a\u611f\u5174\u8da3\uff0c\u53ef\u4ee5\u6dfb\u52a0 V:yanfantu \u5907\u6ce8 v2,\u62c9\u4f60\u8fdb\u7a0b\u5e8f\u5458\u526f\u4e1a\u7fa4\u3002", 
      "date_published": "2026-03-24T12:48:40+00:00", 
      "title": "\u5c0f\u9f99\u867e\u63a5\u5165\u5fae\u4fe1\uff0c\u4f60\u7684\u5fae\u4fe1\u53ef\u4ee5\u6307\u6325\u5b83\u8d5a\u94b1\u4e86", 
      "id": "https://www.v2ex.com/t/1200818"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/briefcopy", 
        "name": "briefcopy", 
        "avatar": "https://cdn.v2ex.com/avatar/bf7c/f458/64456_large.png?m=1772689536"
      }, 
      "url": "https://www.v2ex.com/t/1200602", 
      "date_modified": "2026-03-25T10:37:48+00:00", 
      "content_html": "<p>\u9879\u76ee\u5730\u5740\uff1a<a href=\"https://github.com/CrawlScript/MMClaw\" rel=\"nofollow\">https://github.com/CrawlScript/MMClaw</a></p>\n<p><img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://raw.githubusercontent.com/CrawlScript/MMClaw/main/figs/MMClaw-WeChat.jpg\"/></p>\n<p><strong>\u5b89\u88c5 + \u8fd0\u884c</strong></p>\n<pre><code class=\"language-bash\">pip install mmclaw\nmmclaw run\n</code></pre>\n<p>MMClaw \u662f\u4e00\u4e2a\u8f7b\u91cf\uff08 1700 \u884c Pure Python \uff09\u3001\u65e0\u9700 Node.js / Docker \u7684 AI Agent \u5185\u6838\uff0c\u4e4b\u524d\u5df2\u652f\u6301 Telegram / WhatsApp / \u5fae\u4fe1 / \u98de\u4e66 / QQ Bot \u7b49\u6e20\u9053\u3002</p>\n<p><strong>\u8fd9\u6b21\u66f4\u65b0\uff1a\u5fae\u4fe1\u63a5\u5165</strong></p>\n<pre><code class=\"language-bash\">mmclaw config  # \u9009\u62e9\u5fae\u4fe1\u6a21\u5f0f\uff0c\u626b\u7801\uff0c\u5b8c\u6210\n</code></pre>\n<p>\u626b\u4e00\u6b21\u7801\uff0cAgent \u7acb\u523b\u5728\u5fae\u4fe1\u4e0a\u7ebf\u3002\u6ca1\u6709 Webhook \uff0c\u6ca1\u6709\u516c\u7f51 IP \uff0c\u6ca1\u6709\u4efb\u4f55\u6ce8\u518c\u6d41\u7a0b\u3002</p>\n<p>\u5fae\u4fe1\u5b98\u65b9\u76ee\u524d\u53ea\u5f00\u6e90\u4e86 Node.js SDK \uff0cMMClaw \u5c06\u5176\u91cd\u65b0\u5b9e\u73b0\u4e3a\u7eaf Python \uff0c\u6240\u4ee5\u6574\u4e2a\u63a5\u5165\u94fe\u8def\u4ece\u5b89\u88c5\u5230\u8fd0\u884c\uff0c\u5168\u7a0b\u65e0\u9700 Node.js \u3002</p>\n<hr/>\n<p><strong>\u65b0\u624b\u6700\u7701\u5fc3\u7684\u56fd\u5185\u90e8\u7f72\u65b9\u6848</strong></p>\n<p>\u7b2c\u4e00\u6b65\uff0c\u88c5 Python \u3002\u63a8\u8350\u7528 Miniconda \uff0c\u76f4\u63a5\u4e0b py39 \u7248\u672c\uff1a\n<a href=\"https://repo.anaconda.com/miniconda/\" rel=\"nofollow\">https://repo.anaconda.com/miniconda/</a></p>\n<p>\u7b2c\u4e8c\u6b65\uff0c\u88c5 MMClaw\uff1a</p>\n<pre><code class=\"language-bash\">pip install mmclaw\n</code></pre>\n<p>\u7b2c\u4e09\u6b65\uff0c\u7528 DeepSeek API \u4f5c\u4e3a\u6a21\u578b\u540e\u7aef\uff1a\n<a href=\"https://platform.deepseek.com/api_keys\" rel=\"nofollow\">https://platform.deepseek.com/api_keys</a></p>\n<p>\u6309\u6b63\u5e38\u4f7f\u7528\u91cf\uff0c\u4e00\u5929\u4e0d\u5230 1 \u5143\uff0c\u57fa\u672c\u53ef\u4ee5\u5ffd\u7565\u4e0d\u8ba1\u3002</p>\n<p>\u7b2c\u56db\u6b65\uff1a</p>\n<pre><code class=\"language-bash\">mmclaw config  # \u9009 DeepSeek + \u5fae\u4fe1\u6a21\u5f0f\uff0c\u626b\u7801\nmmclaw run\n</code></pre>\n<p>\u5b8c\u6210\u3002</p>\n", 
      "date_published": "2026-03-24T01:29:14+00:00", 
      "title": "MMClaw\uff08\u7eaf Python AI Agent\uff09\u73b0\u652f\u6301\u5fae\u4fe1\uff0c\u626b\u7801\u79d2\u63a5\u5165", 
      "id": "https://www.v2ex.com/t/1200602"
    }
  ]
}