{"id":215,"date":"2026-03-16T22:31:35","date_gmt":"2026-03-16T14:31:35","guid":{"rendered":"https:\/\/win7er.com\/?p=215"},"modified":"2026-03-16T22:31:35","modified_gmt":"2026-03-16T14:31:35","slug":"openclaw-%e5%a4%9a-agent-%e9%85%8d%e7%bd%ae%e5%ae%9e%e6%88%98%ef%bc%9a%e5%ae%9e%e7%8e%b0%e9%a3%9e%e4%b9%a6%e5%a4%9a%e6%9c%ba%e5%99%a8%e4%ba%ba%e5%8d%8f%e5%90%8c%e5%b7%a5%e4%bd%9c","status":"publish","type":"post","link":"https:\/\/win7er.com\/?p=215","title":{"rendered":"OpenClaw \u591a Agent \u914d\u7f6e\u5b9e\u6218\uff1a\u5b9e\u73b0\u98de\u4e66\u591a\u673a\u5668\u4eba\u534f\u540c\u5de5\u4f5c"},"content":{"rendered":"<h1 class=\"wp-block-heading\">OpenClaw \u591a Agent \u914d\u7f6e\u5b9e\u6218\uff1a\u5b9e\u73b0\u98de\u4e66\u591a\u673a\u5668\u4eba\u534f\u540c\u5de5\u4f5c<\/h1>\n<h2 class=\"wp-block-heading\">\u524d\u8a00<\/h2>\n<p>\u5728\u4f01\u4e1a\u7ea7 AI \u5e94\u7528\u4e2d\uff0c\u5355\u4e00 Agent \u5f80\u5f80\u96be\u4ee5\u6ee1\u8db3\u590d\u6742\u4e1a\u52a1\u573a\u666f\u7684\u9700\u6c42\u3002OpenClaw \u7684\u591a Agent \u67b6\u6784\u8ba9\u6211\u4eec\u80fd\u591f\u5728\u98de\u4e66\u5e73\u53f0\u4e0a\u90e8\u7f72\u591a\u4e2a\u4e13\u4e1a\u673a\u5668\u4eba\uff0c\u5b9e\u73b0<strong>\u5206\u5de5\u534f\u4f5c\u3001\u5404\u53f8\u5176\u804c<\/strong>\u7684\u667a\u80fd\u5de5\u4f5c\u6d41\u3002\u672c\u6587\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u5982\u4f55\u914d\u7f6e\u548c\u90e8\u7f72\u591a Agent \u7cfb\u7edf\uff0c\u8ba9\u4f60\u7684\u98de\u4e66\u673a\u5668\u4eba\u56e2\u961f\u9ad8\u6548\u534f\u540c\u3002<\/p>\n<hr \/>\n<h2 class=\"wp-block-heading\">\u4e00\u3001\u4e3a\u4ec0\u4e48\u9700\u8981\u591a Agent \u67b6\u6784\uff1f<\/h2>\n<h3 class=\"wp-block-heading\">1.1 \u5355\u4e00 Agent \u7684\u5c40\u9650\u6027<\/h3>\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\">\n<thead>\n<tr>\n<th>\u573a\u666f<\/th>\n<th>\u5355\u4e00 Agent \u95ee\u9898<\/th>\n<th>\u591a Agent \u89e3\u51b3\u65b9\u6848<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u4e1a\u52a1\u590d\u6742\u5ea6\u9ad8<\/td>\n<td>\u4e00\u4e2a\u673a\u5668\u4eba&#8221;\u4ec0\u4e48\u90fd\u4f1a\uff0c\u4ec0\u4e48\u90fd\u4e0d\u7cbe&#8221;<\/td>\n<td>\u4e13\u4e1a\u5206\u5de5\uff0c\u5404\u53f8\u5176\u804c<\/td>\n<\/tr>\n<tr>\n<td>\u54cd\u5e94\u901f\u5ea6\u6162<\/td>\n<td>\u4e0a\u4e0b\u6587\u8fc7\u957f\uff0c\u5904\u7406\u8017\u65f6<\/td>\n<td>\u5e76\u884c\u5904\u7406\uff0c\u5feb\u901f\u54cd\u5e94<\/td>\n<\/tr>\n<tr>\n<td>\u7ef4\u62a4\u56f0\u96be<\/td>\n<td>\u4ee3\u7801\u81c3\u80bf\uff0c\u96be\u4ee5\u8fed\u4ee3<\/td>\n<td>\u6a21\u5757\u5316\u8bbe\u8ba1\uff0c\u72ec\u7acb\u66f4\u65b0<\/td>\n<\/tr>\n<tr>\n<td>\u5b89\u5168\u98ce\u9669<\/td>\n<td>\u6743\u9650\u96be\u4ee5\u7ec6\u7c92\u5ea6\u63a7\u5236<\/td>\n<td>\u6309\u89d2\u8272\u5206\u914d\u6743\u9650<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/figure>\n<h3 class=\"wp-block-heading\">1.2 \u5178\u578b\u5e94\u7528\u573a\u666f<\/h3>\n<ul>\n<li><strong>\u667a\u80fd\u5ba2\u670d\u56e2\u961f<\/strong>\uff1a\u54a8\u8be2\u673a\u5668\u4eba + \u552e\u540e\u673a\u5668\u4eba + \u6280\u672f\u652f\u6301\u673a\u5668\u4eba<\/li>\n<li><strong>\u4f01\u4e1a\u529e\u516c\u52a9\u624b<\/strong>\uff1a\u65e5\u7a0b\u7ba1\u7406 + \u6587\u6863\u5904\u7406 + \u6570\u636e\u5206\u6790<\/li>\n<li><strong>\u5185\u5bb9\u521b\u4f5c\u56e2\u961f<\/strong>\uff1a\u6587\u6848\u64b0\u5199 + \u56fe\u7247\u751f\u6210 + \u89c6\u9891\u526a\u8f91<\/li>\n<li><strong>\u6295\u8d44\u7814\u7a76\u56e2\u961f<\/strong>\uff1a\u5e02\u573a\u5206\u6790 + \u98ce\u9669\u8bc4\u4f30 + \u7b56\u7565\u5236\u5b9a<\/li>\n<\/ul>\n<hr \/>\n<h2 class=\"wp-block-heading\">\u4e8c\u3001OpenClaw \u591a Agent \u67b6\u6784\u89e3\u6790<\/h2>\n<h3 class=\"wp-block-heading\">2.1 \u6838\u5fc3\u6982\u5ff5<\/h3>\n<pre><code>\u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510\n\u2502                    OpenClaw Gateway                      \u2502\n\u2502                     (\u7edf\u4e00\u5165\u53e3\u7f51\u5173)                        \u2502\n\u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518\n                           \u2502\n           \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510\n           \u25bc               \u25bc               \u25bc\n    \u250c\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\u2510  \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510\n    \u2502  Agent A   \u2502  \u2502  Agent B   \u2502  \u2502  Agent C   \u2502\n    \u2502 \u5185\u5bb9\u521b\u4f5c\u52a9\u7406 \u2502  \u2502 \u5f00\u53d1\u52a9\u7406   \u2502  \u2502 \u6295\u8d44\u52a9\u7406   \u2502\n    \u2514\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\u2518  \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518\n           \u2502               \u2502               \u2502\n           \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2534\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518\n                           \u2502\n                    \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510\n                    \u2502  \u98de\u4e66\u5e73\u53f0   \u2502\n                    \u2502 (\u6d88\u606f\u5206\u53d1)  \u2502\n                    \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518<\/code><\/pre>\n<h3 class=\"wp-block-heading\">2.2 Agent \u95f4\u901a\u4fe1\u673a\u5236<\/h3>\n<p>OpenClaw \u63d0\u4f9b\u4e86\u4e24\u79cd Agent \u534f\u4f5c\u65b9\u5f0f\uff1a<\/p>\n<h4 class=\"wp-block-heading\">\u65b9\u5f0f\u4e00\uff1aSession \u6d88\u606f\u4f20\u9012\uff08\u63a8\u8350\uff09<\/h4>\n<pre><code class=\"lang-python language-python python\"># Agent A \u53d1\u9001\u4efb\u52a1\u7ed9 Agent B\nsessions_send(\n    sessionKey=&quot;agent-b-session&quot;,  # \u76ee\u6807 Agent \u7684 session\n    message=&quot;\u8bf7\u5e2e\u6211\u5206\u6790\u8fd9\u4efd\u5e02\u573a\u6570\u636e...&quot;,\n    timeoutSeconds=300\n)<\/code><\/pre>\n<h4 class=\"wp-block-heading\">\u65b9\u5f0f\u4e8c\uff1aSub-agent \u6d3e\u751f<\/h4>\n<pre><code class=\"lang-python language-python python\"># \u4e3b Agent \u6d3e\u751f\u5b50 Agent \u5904\u7406\u4e13\u9879\u4efb\u52a1\nsessions_spawn(\n    task=&quot;\u5206\u6790\u7528\u6237\u53cd\u9988\u6570\u636e\u5e76\u751f\u6210\u62a5\u544a&quot;,\n    runtime=&quot;subagent&quot;,\n    agentId=&quot;data-analyst&quot;,\n    mode=&quot;run&quot;,\n    runTimeoutSeconds=600\n)<\/code><\/pre>\n<hr \/>\n<h2 class=\"wp-block-heading\">\u4e09\u3001\u5b9e\u6218\u914d\u7f6e\uff1a\u642d\u5efa\u98de\u4e66\u591a\u673a\u5668\u4eba\u56e2\u961f<\/h2>\n<h3 class=\"wp-block-heading\">3.1 \u73af\u5883\u51c6\u5907<\/h3>\n<h4 class=\"wp-block-heading\">\u6b65\u9aa4 1\uff1a\u5b89\u88c5 OpenClaw<\/h4>\n<pre><code class=\"lang-bash language-bash bash\"># macOS \u5b89\u88c5\nbrew install openclaw\n\n# \u6216 npm \u5b89\u88c5\nnpm install -g openclaw\n\n# \u9a8c\u8bc1\u5b89\u88c5\nopenclaw --version<\/code><\/pre>\n<h4 class=\"wp-block-heading\">\u6b65\u9aa4 2\uff1a\u521b\u5efa\u591a Agent \u5de5\u4f5c\u76ee\u5f55<\/h4>\n<pre><code class=\"lang-bash language-bash bash\">mkdir -p ~\/openclaw-multi-agent\/{content,coding,investment,shared}\ncd ~\/openclaw-multi-agent<\/code><\/pre>\n<h3 class=\"wp-block-heading\">3.2 \u914d\u7f6e\u98de\u4e66\u5e94\u7528<\/h3>\n<h4 class=\"wp-block-heading\">\u521b\u5efa\u591a\u4e2a\u98de\u4e66\u673a\u5668\u4eba<\/h4>\n<ol>\n<li><strong>\u8fdb\u5165\u98de\u4e66\u5f00\u653e\u5e73\u53f0<\/strong> \u2192 <strong>\u5f00\u53d1\u8005\u540e\u53f0<\/strong><\/li>\n<li><strong>\u521b\u5efa\u4f01\u4e1a\u81ea\u5efa\u5e94\u7528<\/strong>\uff08\u6bcf\u4e2a Agent \u4e00\u4e2a\u5e94\u7528\uff09<\/li>\n<li>\u8bb0\u5f55\u4ee5\u4e0b\u4fe1\u606f\uff1a\n<ul>\n<li><code>App ID<\/code><\/li>\n<li><code>App Secret<\/code><\/li>\n<li><code>Encrypt Key<\/code><\/li>\n<li><code>Verification Token<\/code><\/li>\n<\/ul><\/li>\n<\/ol>\n<h4 class=\"wp-block-heading\">\u914d\u7f6e\u6743\u9650<\/h4>\n<p>\u6bcf\u4e2a\u673a\u5668\u4eba\u6839\u636e\u804c\u8d23\u7533\u8bf7\u4e0d\u540c\u6743\u9650\uff1a<\/p>\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\">\n<thead>\n<tr>\n<th>Agent \u7c7b\u578b<\/th>\n<th>\u5fc5\u8981\u6743\u9650<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u5185\u5bb9\u521b\u4f5c<\/td>\n<td><code>im:message:send<\/code>, <code>im:message:receive<\/code><\/td>\n<\/tr>\n<tr>\n<td>\u5f00\u53d1\u52a9\u7406<\/td>\n<td><code>im:message<\/code>, <code>drive:read<\/code>, <code>doc:read<\/code><\/td>\n<\/tr>\n<tr>\n<td>\u6295\u8d44\u52a9\u7406<\/td>\n<td><code>im:message<\/code>, <code>calendar:read<\/code>, <code>task:read<\/code><\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/figure>\n<h3 class=\"wp-block-heading\">3.3 \u7f16\u5199 Agent \u914d\u7f6e\u6587\u4ef6<\/h3>\n<h4 class=\"wp-block-heading\">Agent A\uff1a\u5185\u5bb9\u521b\u4f5c\u52a9\u7406 (<code>content\/agent.yaml<\/code>)<\/h4>\n<pre><code class=\"lang-yaml language-yaml yaml\"># agent.yaml - \u5185\u5bb9\u521b\u4f5c\u52a9\u7406\u914d\u7f6e\nname: &quot;\u5185\u5bb9\u521b\u4f5c\u52a9\u7406\u5c0f\u8d75&quot;\nid: &quot;aicontent&quot;\ndescription: &quot;\u8d1f\u8d23\u6587\u6848\u3001\u7d20\u6750\u521b\u4f5c\uff0c\u5305\u62ec\u56fe\u7247\u3001\u5f71\u50cf\u7b49&quot;\n\n# \u6a21\u578b\u914d\u7f6e\nmodel: &quot;kimi-k2.5&quot;\nthinking: false\n\n# \u98de\u4e66\u914d\u7f6e\nchannel:\n  type: &quot;feishu&quot;\n  app_id: &quot;${FEISHU_CONTENT_APP_ID}&quot;\n  app_secret: &quot;${FEISHU_CONTENT_APP_SECRET}&quot;\n  encrypt_key: &quot;${FEISHU_CONTENT_ENCRYPT_KEY}&quot;\n  verification_token: &quot;${FEISHU_CONTENT_VERIFICATION_TOKEN}&quot;\n\n# \u6280\u80fd\u914d\u7f6e\nskills:\n  - name: &quot;feishu-create-doc&quot;\n    enabled: true\n  - name: &quot;feishu-fetch-doc&quot;\n    enabled: true\n  - name: &quot;nano-banana-pro&quot;\n    enabled: true\n  - name: &quot;web_search&quot;\n    enabled: true\n\n# \u534f\u4f5c\u914d\u7f6e\ncollaboration:\n  can_delegate_to:\n    - &quot;aicoding&quot;      # \u53ef\u59d4\u6258\u7ed9\u5f00\u53d1\u52a9\u7406\n    - &quot;aidesign&quot;      # \u53ef\u59d4\u6258\u7ed9\u8bbe\u8ba1\u52a9\u7406\n  default_timeout: 300\n\n# \u7cfb\u7edf\u63d0\u793a\u8bcd\nsystem_prompt: |\n  \u4f60\u662f\u5185\u5bb9\u521b\u4f5c\u52a9\u7406\u5c0f\u8d75\uff0c\u8d1f\u8d23\u516c\u53f8\u7684\u6587\u6848\u3001\u7d20\u6750\u521b\u4f5c\u3002\n\n  ## \u6838\u5fc3\u80fd\u529b\n  1. \u64b0\u5199\u9ad8\u8d28\u91cf\u6280\u672f\u535a\u5ba2\u3001\u8425\u9500\u6587\u6848\n  2. \u751f\u6210 AI \u56fe\u7247\uff08\u4f7f\u7528\u5373\u68a6AI\/nano-banana-pro\uff09\n  3. \u641c\u7d22\u7f51\u7edc\u7d20\u6750\u548c\u53c2\u8003\u8d44\u6599\n\n  ## \u534f\u4f5c\u89c4\u5219\n  - \u9700\u8981\u4ee3\u7801\u793a\u4f8b\u65f6\uff0c@\u5f00\u53d1\u52a9\u7406\n  - \u9700\u8981\u8bbe\u8ba1\u7d20\u6750\u65f6\uff0c@\u8bbe\u8ba1\u52a9\u7406\n  - \u4efb\u52a1\u5b8c\u6210\u540e\u4e3b\u52a8\u6c47\u62a5\u7ed9\u603b\u7ecf\u529e<\/code><\/pre>\n<h4 class=\"wp-block-heading\">Agent B\uff1a\u5f00\u53d1\u52a9\u7406 (<code>coding\/agent.yaml<\/code>)<\/h4>\n<pre><code class=\"lang-yaml language-yaml yaml\"># agent.yaml - \u5f00\u53d1\u52a9\u7406\u914d\u7f6e\nname: &quot;\u5f00\u53d1\u52a9\u7406\u5c0f\u5218&quot;\nid: &quot;aicoding&quot;\ndescription: &quot;\u8d1f\u8d23\u516c\u53f8\u7cfb\u7edf\u3001\u4ea7\u54c1\u7684\u4ee3\u7801\u7814\u53d1\u3001\u7ef4\u62a4&quot;\n\nmodel: &quot;claude-sonnet-4&quot;\nthinking: true\n\nchannel:\n  type: &quot;feishu&quot;\n  app_id: &quot;${FEISHU_CODING_APP_ID}&quot;\n  app_secret: &quot;${FEISHU_CODING_APP_SECRET}&quot;\n\nskills:\n  - name: &quot;github&quot;\n    enabled: true\n  - name: &quot;sessions_spawn&quot;\n    enabled: true\n  - name: &quot;exec&quot;\n    enabled: true\n    security: &quot;allowlist&quot;\n\ncollaboration:\n  can_delegate_to:\n    - &quot;aicontent&quot;     # \u53ef\u59d4\u6258\u7ed9\u5185\u5bb9\u52a9\u7406\u751f\u6210\u6587\u6863\n    - &quot;aitest&quot;        # \u53ef\u59d4\u6258\u7ed9\u6d4b\u8bd5\u52a9\u7406\n\nsystem_prompt: |\n  \u4f60\u662f\u5f00\u53d1\u52a9\u7406\u5c0f\u5218\uff0c\u516c\u53f8\u6280\u672f\u90e8\u8d1f\u8d23\u4eba\u3002\n\n  ## \u6838\u5fc3\u80fd\u529b\n  1. \u4ee3\u7801\u7f16\u5199\u3001\u5ba1\u67e5\u3001\u91cd\u6784\n  2. \u6280\u672f\u65b9\u6848\u8bbe\u8ba1\n  3. GitHub \u4ed3\u5e93\u7ba1\u7406\n\n  ## \u534f\u4f5c\u89c4\u5219\n  - \u6280\u672f\u6587\u6863\u9700\u6c42\u8f6c\u7ed9\u5185\u5bb9\u52a9\u7406\n  - \u6d4b\u8bd5\u4efb\u52a1\u8f6c\u7ed9\u6d4b\u8bd5\u52a9\u7406\n  - \u590d\u6742\u4efb\u52a1\u4f7f\u7528 sessions_spawn \u6d3e\u751f\u5b50 Agent<\/code><\/pre>\n<h4 class=\"wp-block-heading\">Agent C\uff1a\u6295\u8d44\u52a9\u7406 (<code>investment\/agent.yaml<\/code>)<\/h4>\n<pre><code class=\"lang-yaml language-yaml yaml\"># agent.yaml - \u6295\u8d44\u52a9\u7406\u914d\u7f6e\nname: &quot;\u6295\u8d44\u52a9\u7406\u5c0f\u91d1&quot;\nid: &quot;aiinvestment&quot;\ndescription: &quot;\u8d1f\u8d23\u6295\u8d44\u7b56\u7565\u5236\u5b9a\uff0c\u5e02\u573a\u4fe1\u606f\u6536\u96c6&quot;\n\nmodel: &quot;gpt-4o&quot;\nthinking: false\n\nchannel:\n  type: &quot;feishu&quot;\n  app_id: &quot;${FEISHU_INVESTMENT_APP_ID}&quot;\n  app_secret: &quot;${FEISHU_INVESTMENT_APP_SECRET}&quot;\n\nskills:\n  - name: &quot;web_search&quot;\n    enabled: true\n  - name: &quot;feishu_calendar&quot;\n    enabled: true\n  - name: &quot;feishu_task&quot;\n    enabled: true\n\ncollaboration:\n  can_delegate_to:\n    - &quot;aianalysis&quot;    # \u53ef\u59d4\u6258\u7ed9\u6570\u636e\u5206\u6790\u52a9\u7406\n\nsystem_prompt: |\n  \u4f60\u662f\u6295\u8d44\u52a9\u7406\u5c0f\u91d1\uff0c\u8d1f\u8d23\u516c\u53f8\u6295\u8d44\u7b56\u7565\u3002\n\n  ## \u6838\u5fc3\u80fd\u529b\n  1. \u5e02\u573a\u4fe1\u606f\u6536\u96c6\u4e0e\u5206\u6790\n  2. \u6295\u8d44\u7b56\u7565\u5236\u5b9a\n  3. \u6295\u8d44\u98ce\u9669\u8bc4\u4f30\n\n  ## \u8f93\u51fa\u8981\u6c42\n  - \u6bcf\u6b21\u63d0\u4f9b\u4e09\u4e2a\u53ef\u6267\u884c\u65b9\u6848\n  - \u5305\u542b\u5177\u4f53\u6570\u636e\u548c\u98ce\u9669\u63d0\u793a<\/code><\/pre>\n<h3 class=\"wp-block-heading\">3.4 \u914d\u7f6e\u73af\u5883\u53d8\u91cf<\/h3>\n<p>\u521b\u5efa <code>.env<\/code> \u6587\u4ef6\uff1a<\/p>\n<pre><code class=\"lang-bash language-bash bash\"># \u98de\u4e66\u5e94\u7528\u914d\u7f6e - \u5185\u5bb9\u521b\u4f5c\u52a9\u7406\nFEISHU_CONTENT_APP_ID=cli_xxxxxxxxxxxx\nFEISHU_CONTENT_APP_SECRET=xxxxxxxxxxxx\nFEISHU_CONTENT_ENCRYPT_KEY=xxxxxxxxxxxx\nFEISHU_CONTENT_VERIFICATION_TOKEN=xxxxxxxxxxxx\n\n# \u98de\u4e66\u5e94\u7528\u914d\u7f6e - \u5f00\u53d1\u52a9\u7406\nFEISHU_CODING_APP_ID=cli_yyyyyyyyyyyy\nFEISHU_CODING_APP_SECRET=yyyyyyyyyyyy\n\n# \u98de\u4e66\u5e94\u7528\u914d\u7f6e - \u6295\u8d44\u52a9\u7406\nFEISHU_INVESTMENT_APP_ID=cli_zzzzzzzzzzzz\nFEISHU_INVESTMENT_APP_SECRET=zzzzzzzzzzzz\n\n# \u5176\u4ed6 API \u5bc6\u94a5\nVOLCENGINE_AK=your_volcengine_key\nVOLCENGINE_SK=your_volcengine_secret\nGITHUB_TOKEN=your_github_token<\/code><\/pre>\n<h3 class=\"wp-block-heading\">3.5 \u542f\u52a8\u591a Agent \u670d\u52a1<\/h3>\n<h4 class=\"wp-block-heading\">\u65b9\u5f0f\u4e00\uff1a\u4f7f\u7528 Docker Compose\uff08\u63a8\u8350\uff09<\/h4>\n<p>\u521b\u5efa <code>docker-compose.yml<\/code>\uff1a<\/p>\n<pre><code class=\"lang-yaml language-yaml yaml\">version: &#039;3.8&#039;\n\nservices:\n  # OpenClaw Gateway\n  gateway:\n    image: openclaw\/gateway:latest\n    ports:\n      - &quot;8080:8080&quot;\n    environment:\n      - OPENCLAW_MODE=gateway\n    volumes:\n      - .\/shared:\/data\/shared\n\n  # Agent: \u5185\u5bb9\u521b\u4f5c\u52a9\u7406\n  agent-content:\n    image: openclaw\/agent:latest\n    environment:\n      - AGENT_ID=aicontent\n      - OPENCLAW_GATEWAY=http:\/\/gateway:8080\n    env_file:\n      - .env\n    volumes:\n      - .\/content:\/app\/config\n      - .\/shared:\/data\/shared\n    depends_on:\n      - gateway\n\n  # Agent: \u5f00\u53d1\u52a9\u7406\n  agent-coding:\n    image: openclaw\/agent:latest\n    environment:\n      - AGENT_ID=aicoding\n      - OPENCLAW_GATEWAY=http:\/\/gateway:8080\n    env_file:\n      - .env\n    volumes:\n      - .\/coding:\/app\/config\n      - .\/shared:\/data\/shared\n    depends_on:\n      - gateway\n\n  # Agent: \u6295\u8d44\u52a9\u7406\n  agent-investment:\n    image: openclaw\/agent:latest\n    environment:\n      - AGENT_ID=aiinvestment\n      - OPENCLAW_GATEWAY=http:\/\/gateway:8080\n    env_file:\n      - .env\n    volumes:\n      - .\/investment:\/app\/config\n      - .\/shared:\/data\/shared\n    depends_on:\n      - gateway<\/code><\/pre>\n<p>\u542f\u52a8\u670d\u52a1\uff1a<\/p>\n<pre><code class=\"lang-bash language-bash bash\">docker-compose up -d<\/code><\/pre>\n<h4 class=\"wp-block-heading\">\u65b9\u5f0f\u4e8c\uff1a\u4f7f\u7528 OpenClaw CLI<\/h4>\n<pre><code class=\"lang-bash language-bash bash\"># \u542f\u52a8 Gateway\nopenclaw gateway start\n\n# \u542f\u52a8\u5404 Agent\uff08\u4e0d\u540c\u7ec8\u7aef\u7a97\u53e3\uff09\nopenclaw agent start --config .\/content\/agent.yaml\nopenclaw agent start --config .\/coding\/agent.yaml\nopenclaw agent start --config .\/investment\/agent.yaml<\/code><\/pre>\n<hr \/>\n<h2 class=\"wp-block-heading\">\u56db\u3001\u5b9e\u73b0 Agent \u95f4\u534f\u4f5c<\/h2>\n<h3 class=\"wp-block-heading\">4.1 \u57fa\u7840\u6d88\u606f\u901a\u4fe1<\/h3>\n<h4 class=\"wp-block-heading\">\u573a\u666f\uff1a\u5185\u5bb9\u52a9\u7406\u8bf7\u6c42\u5f00\u53d1\u52a9\u7406\u751f\u6210\u4ee3\u7801\u793a\u4f8b<\/h4>\n<pre><code class=\"lang-python language-python python\"># \u5728\u5185\u5bb9\u521b\u4f5c\u52a9\u7406\u4e2d\u8c03\u7528\nsessions_send(\n    sessionKey=&quot;aicoding&quot;,  # \u5f00\u53d1\u52a9\u7406\u7684 session key\n    message=&#039;&#039;&#039;\n    \u8bf7\u4e3a\u6211\u7684\u535a\u5ba2\u6587\u7ae0\u751f\u6210\u4e00\u4e2a Python \u591a\u7ebf\u7a0b\u793a\u4f8b\u4ee3\u7801\u3002\n    \u8981\u6c42\uff1a\n    1. \u4f7f\u7528 ThreadPoolExecutor\n    2. \u5305\u542b\u9519\u8bef\u5904\u7406\n    3. \u6dfb\u52a0\u8be6\u7ec6\u6ce8\u91ca\n    4. \u8fd4\u56de\u5b8c\u6574\u53ef\u8fd0\u884c\u7684\u4ee3\u7801\n    &#039;&#039;&#039;,\n    timeoutSeconds=120\n)<\/code><\/pre>\n<h3 class=\"wp-block-heading\">4.2 \u4efb\u52a1\u59d4\u6258\u6a21\u5f0f<\/h3>\n<h4 class=\"wp-block-heading\">\u521b\u5efa\u534f\u4f5c\u4efb\u52a1\u7ba1\u7406\u5668<\/h4>\n<pre><code class=\"lang-python language-python python\"># shared\/collaboration.py\nfrom typing import Dict, List, Optional\nimport json\n\nclass TaskDelegation:\n    &quot;&quot;&quot;Agent \u4efb\u52a1\u59d4\u6258\u7ba1\u7406\u5668&quot;&quot;&quot;\n\n    AGENT_CAPABILITIES = {\n        &quot;aicontent&quot;: [&quot;\u6587\u6848\u64b0\u5199&quot;, &quot;\u56fe\u7247\u751f\u6210&quot;, &quot;\u6587\u6863\u521b\u5efa&quot;],\n        &quot;aicoding&quot;: [&quot;\u4ee3\u7801\u7f16\u5199&quot;, &quot;\u4ee3\u7801\u5ba1\u67e5&quot;, &quot;\u6280\u672f\u65b9\u6848&quot;],\n        &quot;aiinvestment&quot;: [&quot;\u5e02\u573a\u5206\u6790&quot;, &quot;\u6295\u8d44\u7b56\u7565&quot;, &quot;\u98ce\u9669\u8bc4\u4f30&quot;],\n        &quot;aidesign&quot;: [&quot;UI\u8bbe\u8ba1&quot;, &quot;\u56fe\u7247\u7f16\u8f91&quot;, &quot;\u89c6\u89c9\u521b\u610f&quot;]\n    }\n\n    def __init__(self):\n        self.active_tasks = {}\n\n    def delegate(self, task_type: str, content: str, \n                 target_agent: Optional[str] = None) -&gt; Dict:\n        &quot;&quot;&quot;\u59d4\u6258\u4efb\u52a1\u7ed9\u5176\u4ed6 Agent&quot;&quot;&quot;\n\n        # \u81ea\u52a8\u5339\u914d\u6700\u4f73 Agent\n        if not target_agent:\n            target_agent = self._match_agent(task_type)\n\n        # \u53d1\u9001\u4efb\u52a1\n        result = sessions_send(\n            sessionKey=target_agent,\n            message=json.dumps({\n                &quot;task_type&quot;: task_type,\n                &quot;content&quot;: content,\n                &quot;source&quot;: &quot;task_delegation&quot;\n            }),\n            timeoutSeconds=300\n        )\n\n        return {\n            &quot;target_agent&quot;: target_agent,\n            &quot;status&quot;: &quot;delegated&quot;,\n            &quot;result&quot;: result\n        }\n\n    def _match_agent(self, task_type: str) -&gt; str:\n        &quot;&quot;&quot;\u6839\u636e\u4efb\u52a1\u7c7b\u578b\u5339\u914d\u6700\u4f73 Agent&quot;&quot;&quot;\n        task_lower = task_type.lower()\n\n        for agent, capabilities in self.AGENT_CAPABILITIES.items():\n            if any(cap in task_lower for cap in capabilities):\n                return agent\n\n        return &quot;aicontent&quot;  # \u9ed8\u8ba4\u8fd4\u56de\u5185\u5bb9\u52a9\u7406<\/code><\/pre>\n<h3 class=\"wp-block-heading\">4.3 \u5b9e\u6218\u534f\u4f5c\u573a\u666f<\/h3>\n<h4 class=\"wp-block-heading\">\u573a\u666f 1\uff1a\u81ea\u52a8\u5316\u535a\u5ba2\u521b\u4f5c\u6d41\u7a0b<\/h4>\n<pre><code>\u7528\u6237\u8bf7\u6c42 &rarr; \u5185\u5bb9\u521b\u4f5c\u52a9\u7406\n    &darr;\n\u5206\u6790\u9700\u6c42\uff0c\u786e\u5b9a\u4e3b\u9898\n    &darr;\n[\u5e76\u884c\u59d4\u6258]\n    \u251c\u2500&rarr; @\u5f00\u53d1\u52a9\u7406 &rarr; \u751f\u6210\u4ee3\u7801\u793a\u4f8b\n    \u251c\u2500&rarr; @\u8bbe\u8ba1\u52a9\u7406 &rarr; \u751f\u6210\u5c01\u9762\u56fe\u7247\n    \u2514\u2500&rarr; @\u641c\u7d22\u52a9\u7406 &rarr; \u6536\u96c6\u53c2\u8003\u8d44\u6599\n    &darr;\n\u6574\u5408\u5185\u5bb9\uff0c\u64b0\u5199\u6587\u7ae0\n    &darr;\n\u53d1\u9001\u7ed9\u7528\u6237<\/code><\/pre>\n<p>\u5b9e\u73b0\u4ee3\u7801\uff1a<\/p>\n<pre><code class=\"lang-python language-python python\"># \u5185\u5bb9\u521b\u4f5c\u52a9\u7406\u4e2d\u7684\u534f\u4f5c\u903b\u8f91\ndef create_blog_post(topic: str, requirements: Dict):\n    &quot;&quot;&quot;\u534f\u4f5c\u5f0f\u535a\u5ba2\u521b\u4f5c&quot;&quot;&quot;\n\n    # 1. \u5e76\u884c\u59d4\u6258\u591a\u4e2a Agent\n    tasks = []\n\n    # \u59d4\u6258\u5f00\u53d1\u52a9\u7406\u751f\u6210\u4ee3\u7801\n    code_task = sessions_spawn(\n        task=f&quot;\u4e3a&#039;{topic}&#039;\u4e3b\u9898\u751f\u6210\u76f8\u5173\u4ee3\u7801\u793a\u4f8b&quot;,\n        runtime=&quot;subagent&quot;,\n        agentId=&quot;aicoding&quot;,\n        mode=&quot;run&quot;,\n        runTimeoutSeconds=180\n    )\n    tasks.append((&quot;code&quot;, code_task))\n\n    # \u59d4\u6258\u751f\u6210\u5c01\u9762\u56fe\n    image_task = sessions_spawn(\n        task=f&quot;\u751f\u6210&#039;{topic}&#039;\u4e3b\u9898\u7684\u79d1\u6280\u98ce\u683c\u5c01\u9762\u56fe&quot;,\n        runtime=&quot;subagent&quot;,\n        agentId=&quot;aicreative&quot;,\n        mode=&quot;run&quot;,\n        runTimeoutSeconds=120\n    )\n    tasks.append((&quot;image&quot;, image_task))\n\n    # 2. \u6574\u5408\u7ed3\u679c\n    blog_content = f&quot;&quot;&quot;\n    # {topic}\n\n    ## \u5f15\u8a00\n    {generate_intro(topic)}\n\n    ## \u6838\u5fc3\u6982\u5ff5\n    {generate_concepts(topic)}\n\n    ## \u5b9e\u6218\u4ee3\u7801\n    ```python\n    {tasks[0][1][&#039;result&#039;]}<\/code><\/pre>\n<pre><code>## \u6700\u4f73\u5b9e\u8df5\n{generate_best_practices(topic)}\n\n## \u603b\u7ed3\n{generate_summary(topic)}\n&quot;&quot;&quot;\n\n# 3. \u8fd4\u56de\u5b8c\u6574\u6587\u7ae0\nreturn {\n    &quot;content&quot;: blog_content,\n    &quot;cover_image&quot;: tasks[1][1][&#039;result&#039;],\n    &quot;word_count&quot;: len(blog_content)\n}<\/code><\/pre>\n<pre><code>\n#### \u573a\u666f 2\uff1a\u6295\u8d44\u51b3\u7b56\u652f\u6301\u6d41\u7a0b\n<\/code><\/pre>\n<p>\u7528\u6237\u8be2\u95ee \u2192 \u6295\u8d44\u52a9\u7406\n\u2193\n\u5206\u6790\u5e02\u573a\u6570\u636e\n\u2193\n@\u6570\u636e\u5206\u6790\u52a9\u7406 \u2192 \u6df1\u5ea6\u6570\u636e\u6316\u6398\n\u2193\n@\u98ce\u9669\u8bc4\u4f30\u52a9\u7406 \u2192 \u98ce\u9669\u5206\u6790\n\u2193\n\u6574\u5408\u62a5\u544a\uff0c\u7ed9\u51fa\u4e09\u4e2a\u65b9\u6848\n\u2193\n\u53d1\u9001\u7ed9\u7528\u6237<\/p>\n<pre><code>\n---\n\n## \u4e94\u3001\u9ad8\u7ea7\u914d\u7f6e\u4e0e\u4f18\u5316\n\n### 5.1 \u8d1f\u8f7d\u5747\u8861\u914d\u7f6e\n\n\u5f53\u540c\u4e00\u7c7b\u578b Agent \u9700\u8981\u591a\u5b9e\u4f8b\u90e8\u7f72\u65f6\uff1a\n\n```yaml\n# docker-compose.yml - \u591a\u5b9e\u4f8b\u914d\u7f6e\nservices:\n  agent-content-1:\n    image: openclaw\/agent:latest\n    environment:\n      - AGENT_ID=aicontent\n      - INSTANCE_ID=instance-1\n\n  agent-content-2:\n    image: openclaw\/agent:latest\n    environment:\n      - AGENT_ID=aicontent\n      - INSTANCE_ID=instance-2<\/code><\/pre>\n<h3 class=\"wp-block-heading\">5.2 \u6d88\u606f\u961f\u5217\u96c6\u6210<\/h3>\n<p>\u5bf9\u4e8e\u9ad8\u5e76\u53d1\u573a\u666f\uff0c\u5f15\u5165\u6d88\u606f\u961f\u5217\uff1a<\/p>\n<pre><code class=\"lang-python language-python python\"># \u4f7f\u7528 Redis \u4f5c\u4e3a\u6d88\u606f\u961f\u5217\nimport redis\nimport json\n\nclass MessageQueue:\n    def __init__(self):\n        self.redis = redis.Redis(host=&#039;localhost&#039;, port=6379)\n\n    def publish(self, channel: str, message: Dict):\n        self.redis.publish(channel, json.dumps(message))\n\n    def subscribe(self, channel: str):\n        pubsub = self.redis.pubsub()\n        pubsub.subscribe(channel)\n        return pubsub<\/code><\/pre>\n<h3 class=\"wp-block-heading\">5.3 \u76d1\u63a7\u4e0e\u65e5\u5fd7<\/h3>\n<pre><code class=\"lang-yaml language-yaml yaml\"># \u6dfb\u52a0\u76d1\u63a7\u670d\u52a1\nservices:\n  prometheus:\n    image: prom\/prometheus\n    volumes:\n      - .\/prometheus.yml:\/etc\/prometheus\/prometheus.yml\n    ports:\n      - &quot;9090:9090&quot;\n\n  grafana:\n    image: grafana\/grafana\n    ports:\n      - &quot;3000:3000&quot;<\/code><\/pre>\n<hr \/>\n<h2 class=\"wp-block-heading\">\u516d\u3001\u5e38\u89c1\u95ee\u9898\u4e0e\u89e3\u51b3\u65b9\u6848<\/h2>\n<h3 class=\"wp-block-heading\">6.1 Agent \u95f4\u901a\u4fe1\u5931\u8d25<\/h3>\n<p><strong>\u95ee\u9898<\/strong>\uff1asessions_send \u8fd4\u56de\u8d85\u65f6\u9519\u8bef<\/p>\n<p><strong>\u6392\u67e5\u6b65\u9aa4<\/strong>\uff1a<\/p>\n<ol>\n<li>\u68c0\u67e5 Gateway \u662f\u5426\u6b63\u5e38\u8fd0\u884c\uff1a<code>openclaw gateway status<\/code><\/li>\n<li>\u786e\u8ba4\u76ee\u6807 Agent \u5df2\u542f\u52a8\uff1a<code>openclaw agent list<\/code><\/li>\n<li>\u68c0\u67e5 sessionKey \u662f\u5426\u6b63\u786e<\/li>\n<li>\u67e5\u770b\u65e5\u5fd7\uff1a<code>docker logs agent-content<\/code><\/li>\n<\/ol>\n<h3 class=\"wp-block-heading\">6.2 \u98de\u4e66\u6d88\u606f\u6536\u4e0d\u5230<\/h3>\n<p><strong>\u95ee\u9898<\/strong>\uff1a\u98de\u4e66\u673a\u5668\u4eba\u4e0d\u54cd\u5e94\u6d88\u606f<\/p>\n<p><strong>\u6392\u67e5\u6b65\u9aa4<\/strong>\uff1a<\/p>\n<ol>\n<li>\u786e\u8ba4 Event URL \u914d\u7f6e\u6b63\u786e<\/li>\n<li>\u68c0\u67e5\u8ba2\u9605\u4e8b\u4ef6\u662f\u5426\u5f00\u542f\uff1a<code>im.message.receive_v1<\/code><\/li>\n<li>\u9a8c\u8bc1\u6743\u9650\u7533\u8bf7\u662f\u5426\u901a\u8fc7<\/li>\n<li>\u67e5\u770b Webhook \u65e5\u5fd7<\/li>\n<\/ol>\n<h3 class=\"wp-block-heading\">6.3 \u6a21\u578b\u8c03\u7528\u914d\u989d\u4e0d\u8db3<\/h3>\n<p><strong>\u89e3\u51b3\u65b9\u6848<\/strong>\uff1a<\/p>\n<ol>\n<li>\u914d\u7f6e\u591a\u6a21\u578b fallback<\/li>\n<li>\u542f\u7528\u672c\u5730\u6a21\u578b\u4f5c\u4e3a\u5907\u9009<\/li>\n<li>\u8bbe\u7f6e\u8bf7\u6c42\u9650\u6d41<\/li>\n<\/ol>\n<pre><code class=\"lang-yaml language-yaml yaml\"># agent.yaml \u914d\u7f6e\u591a\u6a21\u578b\nmodel:\n  primary: &quot;kimi-k2.5&quot;\n  fallback: \n    - &quot;glm-4&quot;\n    - &quot;local-llama&quot;\n  rate_limit: 100  # \u6bcf\u5206\u949f\u8bf7\u6c42\u6570<\/code><\/pre>\n<hr \/>\n<h2 class=\"wp-block-heading\">\u4e03\u3001\u6700\u4f73\u5b9e\u8df5\u603b\u7ed3<\/h2>\n<h3 class=\"wp-block-heading\">7.1 \u8bbe\u8ba1\u539f\u5219<\/h3>\n<ol>\n<li><strong>\u5355\u4e00\u804c\u8d23<\/strong>\uff1a\u6bcf\u4e2a Agent \u4e13\u6ce8\u4e8e\u4e00\u4e2a\u9886\u57df<\/li>\n<li><strong>\u677e\u6563\u8026\u5408<\/strong>\uff1aAgent \u95f4\u901a\u8fc7\u6807\u51c6\u63a5\u53e3\u901a\u4fe1<\/li>\n<li><strong>\u5bb9\u9519\u8bbe\u8ba1<\/strong>\uff1a\u4efb\u52a1\u5931\u8d25\u65f6\u81ea\u52a8\u91cd\u8bd5\u6216\u964d\u7ea7<\/li>\n<li><strong>\u53ef\u89c2\u6d4b\u6027<\/strong>\uff1a\u5b8c\u5584\u7684\u65e5\u5fd7\u548c\u76d1\u63a7<\/li>\n<\/ol>\n<h3 class=\"wp-block-heading\">7.2 \u5b89\u5168\u5efa\u8bae<\/h3>\n<ol>\n<li><strong>\u6743\u9650\u6700\u5c0f\u5316<\/strong>\uff1a\u6bcf\u4e2a Agent \u53ea\u7533\u8bf7\u5fc5\u8981\u6743\u9650<\/li>\n<li><strong>\u654f\u611f\u64cd\u4f5c\u786e\u8ba4<\/strong>\uff1a\u6d89\u53ca\u8d44\u91d1\u3001\u5220\u9664\u7b49\u64cd\u4f5c\u9700\u4e8c\u6b21\u786e\u8ba4<\/li>\n<li><strong>\u5ba1\u8ba1\u65e5\u5fd7<\/strong>\uff1a\u8bb0\u5f55\u6240\u6709 Agent \u95f4\u901a\u4fe1<\/li>\n<li><strong>\u5b9a\u671f\u8f6e\u6362\u5bc6\u94a5<\/strong>\uff1a\u98de\u4e66 App Secret \u5b9a\u671f\u66f4\u65b0<\/li>\n<\/ol>\n<h3 class=\"wp-block-heading\">7.3 \u6027\u80fd\u4f18\u5316<\/h3>\n<ol>\n<li><strong>\u8fde\u63a5\u6c60\u590d\u7528<\/strong>\uff1aHTTP \u8fde\u63a5\u6c60\u907f\u514d\u9891\u7e41\u521b\u5efa<\/li>\n<li><strong>\u5f02\u6b65\u5904\u7406<\/strong>\uff1a\u8017\u65f6\u4efb\u52a1\u4f7f\u7528\u5f02\u6b65\u6a21\u5f0f<\/li>\n<li><strong>\u7f13\u5b58\u7b56\u7565<\/strong>\uff1a\u5e38\u7528\u6570\u636e\u672c\u5730\u7f13\u5b58<\/li>\n<li><strong>\u6279\u91cf\u64cd\u4f5c<\/strong>\uff1a\u51cf\u5c11 API \u8c03\u7528\u6b21\u6570<\/li>\n<\/ol>\n<hr \/>\n<h2 class=\"wp-block-heading\">\u516b\u3001\u7ed3\u8bed<\/h2>\n<p>OpenClaw \u7684\u591a Agent \u67b6\u6784\u4e3a\u4f01\u4e1a\u7ea7 AI \u5e94\u7528\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u534f\u4f5c\u80fd\u529b\u3002\u901a\u8fc7\u672c\u6587\u7684\u914d\u7f6e\u6307\u5357\uff0c\u4f60\u53ef\u4ee5\uff1a<\/p>\n<ol>\n<li>\u2705 \u5feb\u901f\u642d\u5efa\u591a\u673a\u5668\u4eba\u56e2\u961f<\/li>\n<li>\u2705 \u5b9e\u73b0 Agent \u95f4\u9ad8\u6548\u534f\u4f5c<\/li>\n<li>\u2705 \u6784\u5efa\u590d\u6742\u4e1a\u52a1\u5de5\u4f5c\u6d41<\/li>\n<li>\u2705 \u4fdd\u969c\u7cfb\u7edf\u7a33\u5b9a\u8fd0\u884c<\/li>\n<\/ol>\n<p><strong>\u4e0b\u4e00\u6b65\u884c\u52a8\u5efa\u8bae<\/strong>\uff1a<\/p>\n<ol>\n<li>\u4ece 2-3 \u4e2a\u6838\u5fc3 Agent \u5f00\u59cb\u8bd5\u70b9<\/li>\n<li>\u5efa\u7acb Agent \u534f\u4f5c\u89c4\u8303\u6587\u6863<\/li>\n<li>\u6301\u7eed\u4f18\u5316\u63d0\u793a\u8bcd\u548c\u6280\u80fd\u914d\u7f6e<\/li>\n<li>\u6536\u96c6\u4f7f\u7528\u53cd\u9988\uff0c\u8fed\u4ee3\u6539\u8fdb<\/li>\n<\/ol>\n<hr \/>\n<h2 class=\"wp-block-heading\">\u53c2\u8003\u8d44\u6e90<\/h2>\n<ul>\n<li><a href=\"https:\/\/docs.openclaw.ai\">OpenClaw \u5b98\u65b9\u6587\u6863<\/a><\/li>\n<li><a href=\"https:\/\/open.feishu.cn\/\">\u98de\u4e66\u5f00\u653e\u5e73\u53f0<\/a><\/li>\n<li><a href=\"https:\/\/github.com\/openclaw\/examples\">\u591a Agent \u67b6\u6784\u8bbe\u8ba1\u6a21\u5f0f<\/a><\/li>\n<\/ul>\n<hr \/>","protected":false},"excerpt":{"rendered":"<p>OpenClaw \u591a Agent \u914d\u7f6e\u5b9e\u6218\uff1a\u5b9e\u73b0\u98de\u4e66\u591a\u673a\u5668\u4eba\u534f\u540c\u5de5\u4f5c \u524d\u8a00 \u5728\u4f01\u4e1a\u7ea7 AI \u5e94\u7528\u4e2d\uff0c\u5355\u4e00 Ag [&hellip;]<\/p>","protected":false},"author":1,"featured_media":73,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"googlesitekit_rrm_CAow767EDA:productID":"","footnotes":""},"categories":[53],"tags":[74,60],"class_list":["post-215","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","tag-agent","tag-openclawai-"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>OpenClaw \u591a Agent \u914d\u7f6e\u5b9e\u6218\uff1a\u5b9e\u73b0\u98de\u4e66\u591a\u673a\u5668\u4eba\u534f\u540c\u5de5\u4f5c - Winter&#039;s Life<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/win7er.com\/?p=215\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"OpenClaw \u591a Agent \u914d\u7f6e\u5b9e\u6218\uff1a\u5b9e\u73b0\u98de\u4e66\u591a\u673a\u5668\u4eba\u534f\u540c\u5de5\u4f5c - Winter&#039;s Life\" \/>\n<meta property=\"og:description\" content=\"OpenClaw \u591a Agent \u914d\u7f6e\u5b9e\u6218\uff1a\u5b9e\u73b0\u98de\u4e66\u591a\u673a\u5668\u4eba\u534f\u540c\u5de5\u4f5c \u524d\u8a00 \u5728\u4f01\u4e1a\u7ea7 AI \u5e94\u7528\u4e2d\uff0c\u5355\u4e00 Ag [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/win7er.com\/?p=215\" \/>\n<meta property=\"og:site_name\" content=\"Winter&#039;s Life\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/knowwinter\/\" \/>\n<meta property=\"article:author\" content=\"https:\/\/www.facebook.com\/knowwinter\/\" \/>\n<meta property=\"article:published_time\" content=\"2026-03-16T14:31:35+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/win7er.com\/wp-content\/uploads\/2026\/02\/76af140148b2ccf641a153e78b1dcb31.jpeg\" \/>\n\t<meta property=\"og:image:width\" content=\"913\" \/>\n\t<meta property=\"og:image:height\" content=\"500\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"winter.yu\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@https:\/\/x.com\/winter_know\" \/>\n<meta name=\"twitter:site\" content=\"@winter_know\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"winter.yu\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"7 \u5206\" \/>\n<script type=\"application\/ld+json\" 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