{"id":51304,"date":"2026-03-21T09:38:52","date_gmt":"2026-03-21T01:38:52","guid":{"rendered":"https:\/\/www.1ai.net\/?p=51304"},"modified":"2026-03-19T16:20:17","modified_gmt":"2026-03-19T08:20:17","slug":"%e5%ae%89%e8%a3%85openclaw%e5%b0%8f%e7%99%bd%e6%95%99%e7%a8%8b%ef%bc%8copenclaw%e9%ab%98%e7%ba%a7%e7%af%87%e6%95%99%e5%ad%a6","status":"publish","type":"post","link":"https:\/\/www.1ai.net\/en\/51304.html","title":{"rendered":"Installation of openclaw little white course, OpenClaw advanced course"},"content":{"rendered":"<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-51307\" title=\"621b421aj00tc4z40005ad000iw007kp\" src=\"https:\/\/www.1ai.net\/wp-content\/uploads\/2026\/03\/621b421aj00tc4z40005ad000iw007kp.jpg\" alt=\"621b421aj00tc4z40005ad000iw007kp\" width=\"680\" height=\"272\" \/><\/p>\n<p>\u4e2d\u7ea7\u7bc7\u89e3\u51b3\u4e86\u4e09\u4e2a\u95ee\u9898\uff1a\u8bb0\u4e0d\u4f4f\u3001\u627e\u4e0d\u5230\u3001\u65ad\u4e0d\u4e86<\/p>\n<p>\u4f46\u4f60\u53ef\u80fd\u53d1\u73b0\u2014\u2014agent \u53d8\u806a\u660e\u4e86\uff0c\u4f60\u8fd8\u662f\u5f97\u4e00\u6b65\u6b65\u544a\u8bc9\u5b83\u505a\u4ec0\u4e48<\/p>\n<p>\u5c31\u50cf\u4f60\u57f9\u8bad\u4e86\u4e00\u4e2a\u5b9e\u4e60\u751f\uff0c\u8bb0\u5fc6\u529b\u597d\u3001\u641c\u7d22\u5feb\u3001\u4e0d\u6389\u7ebf\u3002\u4f46\u6bcf\u4ef6\u4e8b\u8fd8\u662f\u8981\u4f60\u4e0b\u6307\u4ee4\uff0c\u4f60\u8bf4\u4e00\u6b65\u4ed6\u8d70\u4e00\u6b65<\/p>\n<p>\u9ad8\u7ea7\u7bc7\u8981\u89e3\u51b3\u7684\u5c31\u662f\u8fd9\u4e2a\u95ee\u9898\uff1a\u8ba9\u5b9e\u4e60\u751f\u53d8\u6210\u6b63\u5f0f\u5458\u5de5<\/p>\n<p>\u6b63\u5f0f\u5458\u5de5\u9700\u8981\u4ec0\u4e48\uff1f<\/p>\n<p>\u5c97\u524d\u57f9\u8bad\uff08Skill\uff09\u2014\u2014\u8ba9\u5b83\u61c2\u4f60\u7684\u4e1a\u52a1\u5de5\u4f5c<\/p>\n<p>SOP\uff08Hook\uff09\u2014\u2014\u8ba9\u5b83\u81ea\u52a8\u6309\u89c4\u77e9\u529e\u4e8b<\/p>\n<p>\u7cfb\u7edf\u6743\u9650\uff08MCP\uff09\u2014\u2014\u8ba9\u5b83\u80fd\u7528\u516c\u53f8\u7684\u5de5\u5177<\/p>\n<p>\u72ec\u7acb\u8d1f\u8d23\u9879\u76ee\uff08\u81ea\u4e3b\u4efb\u52a1\uff09\u2014\u2014\u8ba9\u5b83\u81ea\u5df1\u5e72\u6d3b<\/p>\n<p>\u7531\u4e8e\u786e\u5b9e\u6bd4\u8f83\u590d\u6742\uff0c\u6240\u4ee5\u6211\u4eec\u6bcf\u4e2a\u65b9\u5411\u8bb2\u900f\u6838\u5fc3\u6982\u5ff5 + \u4e00\u4e2a\u6740\u624b\u6848\u4f8b<\/p>\n<p><strong>\u4e00\u3001Skill\u2014\u2014\u7ed9\u5458\u5de5\u505a\u5c97\u524d\u57f9\u8bad<\/strong><\/p>\n<p>\u4f60\u6bcf\u5929\u544a\u8bc9 agent \u65e5\u62a5\u683c\u5f0f\uff1a\u5148\u5199\u5b8c\u6210\u7684\u5de5\u4f5c\u3001\u518d\u5199\u91cd\u8981\u51b3\u7b56\u3001\u6700\u540e\u5199\u660e\u5929\u8ba1\u5212<\/p>\n<p>\u8bf4\u4e86\u4e94\u5341\u904d\uff0c\u6362\u4e2a session \u53c8\u5fd8\u4e86<\/p>\n<p>\u4e0d\u662f agent \u4e0d\u806a\u660e\uff0c\u662f\u4f60\u6559\u7684\u4e1c\u897f\u5168\u5b58\u5728\u5bf9\u8bdd\u91cc\u2014\u2014session \u65ad\u4e86\u5c31\u6ca1\u4e86<\/p>\n<p>\u672c\u8d28\u95ee\u9898\uff1a\u5bf9\u8bdd\u91cc\u6559\u7684\u4e1c\u897f\u662f\u4e34\u65f6\u7684<\/p>\n<p><strong>Skill \u662f\u4ec0\u4e48\uff1f<\/strong><\/p>\n<p>\u4e00\u53e5\u8bdd\uff1aSkill = \u7ed9 agent \u7684\u57f9\u8bad\u624b\u518c\uff0c\u88c5\u8fdb\u53bb\u5c31\u6c38\u4e45\u751f\u6548<\/p>\n<p>\u5b83\u7684\u672c\u8d28\u662f\u4e00\u4e2aSKILL.md\u6587\u4ef6\uff0c\u653e\u5728 skills\/ \u76ee\u5f55\u4e0b\u3002agent \u542f\u52a8\u65f6\u626b\u63cf\u8fd9\u4e2a\u76ee\u5f55\uff0c\u8bc6\u522b\u89e6\u53d1\u8bcd\uff0c\u5339\u914d\u5230\u5c31\u628aSKILL.md\u7684\u5185\u5bb9\u6ce8\u5165\u5230 context \u91cc<\/p>\n<p><strong>\u548c\u00a0<\/strong><strong>A<\/strong><strong>GENTS.md\u6709<\/strong><strong>\u4ec0\u4e48<\/strong><strong>\u533a\u522b\uff1f<\/strong><\/p>\n<p>AGENTS.md\u662f\u901a\u7528\u5de5\u4f5c\u89c4\u8303\u2014\u2014\u600e\u4e48\u5199\u6587\u4ef6\u3001\u600e\u4e48\u641c\u7d22\u3001\u72af\u4e86\u9519\u600e\u4e48\u8bb0\u5f55\u3002\u6bcf\u6b21 session \u90fd\u52a0\u8f7d\uff0c\u4e0d\u7ba1\u4f60\u5e72\u4ec0\u4e48<\/p>\n<p>Skill \u662f\u7279\u5b9a\u4e1a\u52a1\u6d41\u7a0b\u548c\u77e5\u8bc6\u2014\u2014\u4f60\u7684\u65e5\u62a5\u683c\u5f0f\u957f\u4ec0\u4e48\u6837\u3001\u4f60\u7684\u4ee3\u7801\u89c4\u8303\u662f\u4ec0\u4e48\u3001\u4f60\u7684\u641c\u7d22\u5de5\u5177\u600e\u4e48\u7528\u3002\u53ea\u5728\u9700\u8981\u7684\u65f6\u5019\u52a0\u8f7d\uff0c\u6309\u89e6\u53d1\u8bcd\u5339\u914d<\/p>\n<p>AGENTS.md \u7ba1\u7684\u662f\u5de5\u4f5c\u6001\u5ea6\uff0cSkill \u7ba1\u7684\u662f\u4e1a\u52a1\u77e5\u8bc6<\/p>\n<p>\u6216\u8005\u8bf4\u2014\u2014Skill \u7ba1\u300c\u77e5\u9053\u4ec0\u4e48\u300d<\/p>\n<p><strong>\u6740\u624b\u6848\u4f8b\uff1a\u4e00\u4e2a\u65e5\u62a5 Skill<\/strong><\/p>\n<p>\u6ca1\u6709 Skill \u7684\u65f6\u5019\uff0c\u6bcf\u6b21\u5199\u65e5\u62a5\u4f60\u8981\u8bf4\u4e00\u5927\u6bb5\uff1a<\/p>\n<p>\u5e2e\u6211\u5199\u4eca\u5929\u7684\u65e5\u62a5\uff0c\u683c\u5f0f\u662f\u8fd9\u6837\u7684\uff1a\u5148\u5217\u4eca\u5929\u5b8c\u6210\u7684\u4e3b\u8981\u4efb\u52a1\uff0c\u7136\u540e\u662f\u91cd\u8981\u51b3\u7b56\uff0c\u518d\u662f\u9047\u5230\u7684\u95ee\u9898\u548c\u89e3\u51b3\u65b9\u6848\uff0c\u6700\u540e\u662f\u660e\u5929\u7684\u8ba1\u5212<\/p>\n<p>\u53bb\u8bfb\u4eca\u5929\u7684 memory \u6587\u4ef6\u63d0\u53d6\u5185\u5bb9<\/p>\n<p>\u4e94\u5341\u4e2a\u5b57\u7684\u6307\u4ee4\uff0c\u6bcf\u5929\u8bf4\u4e00\u904d<\/p>\n<p>\u6709\u4e86 Skill \u4e4b\u540e\uff0c\u521b\u5efa\u4e00\u4e2a\u6587\u4ef6 ~\/.openclaw\/skills\/daily-report\/SKILL.md<\/p>\n<p>&#8212;<\/p>\n<p>name: daily-report<\/p>\n<p>description: &gt;<\/p>\n<p>Generate daily work reports by reading memory files and summarizing<\/p>\n<p>activities.<\/p>\n<p>Triggers: &#8220;daily report&#8221;, &#8220;\u65e5\u62a5&#8221;, &#8220;\u4eca\u5929\u505a\u4e86\u4ec0\u4e48&#8221;, &#8220;\u5de5\u4f5c\u603b\u7ed3&#8221;.<\/p>\n<p>&#8212;<\/p>\n<p># Daily Report Skill<\/p>\n<p>When triggered:<\/p>\n<p>1. Read today&#8217;s memory file (memory\/YYYY-MM-DD.md)<\/p>\n<p>2. Extract key activities, decisions, and issues<\/p>\n<p>3. Format as:<\/p>\n<p>&#8211; \u5b8c\u6210\u7684\u5de5\u4f5c<\/p>\n<p>&#8211; \u91cd\u8981\u51b3\u7b56<\/p>\n<p>&#8211; \u9047\u5230\u7684\u95ee\u9898<\/p>\n<p>&#8211; \u660e\u5929\u8ba1\u5212<br \/>\n&#8212;<\/p>\n<p>\u540d\u79f0\uff1a\u6bcf\u65e5\u62a5\u9053<\/p>\n<p>\u63cf\u8ff0\uff1a&gt;<\/p>\n<p>\u901a\u8fc7\u9605\u8bfb\u8bb0\u5fc6\u6587\u4ef6\u548c\u603b\u7ed3\u6d3b\u52a8\u6765\u751f\u6210\u6bcf\u65e5\u5de5\u4f5c\u62a5\u544a\u3002<\/p>\n<p>\u89e6\u53d1\u8bcd\uff1a\u201c\u6bcf\u65e5\u62a5\u544a\u201d\u3001\u201c\u65e5\u62a5\u201d\u3001\u201c\u4eca\u5929\u505a\u4e86\u4ec0\u4e48\u201d\u3001\u201c\u5de5\u4f5c\u603b\u7ed3\u201d\u3002<\/p>\n<p>&#8212;# \u6bcf\u65e5\u62a5\u544a\u6280\u80fd<\/p>\n<p>\u89e6\u53d1\u65f6\uff1a<\/p>\n<p>1. \u8bfb\u53d6\u5f53\u5929\u7684\u5185\u5b58\u6587\u4ef6\uff08memory\/YYYY-MM-DD.md\uff09<\/p>\n<p>2. \u63d0\u53d6\u5173\u952e\u6d3b\u52a8\u3001\u51b3\u7b56\u548c\u95ee\u9898<\/p>\n<p>3. \u683c\u5f0f\u4e3a\uff1a<\/p>\n<p>&#8211; \u5b8c\u6210\u7684\u5de5\u4f5c<\/p>\n<p>&#8211; \u91cd\u8981\u51b3\u7b56<\/p>\n<p>&#8211; \u9047\u5230\u7684\u95ee\u9898<\/p>\n<p>&#8211; \u660e\u5929\u8ba1\u5212<\/p>\n<p>\u4ece\u6b64\u4f60\u53ea\u9700\u8981\u8bf4\u4e09\u4e2a\u5b57\uff1a\u5199\u65e5\u62a5<\/p>\n<p>agent \u5339\u914d\u5230\u89e6\u53d1\u8bcd\uff0c\u81ea\u52a8\u52a0\u8f7dSKILL.md\uff0c\u77e5\u9053\u8be5\u8bfb\u4ec0\u4e48\u6587\u4ef6\u3001\u7528\u4ec0\u4e48\u683c\u5f0f\u3001\u600e\u4e48\u8f93\u51fa<\/p>\n<p>\u4e94\u5341\u4e2a\u5b57\u53d8\u4e09\u4e2a\u5b57\u3002\u800c\u4e14\u4e0d\u7ba1\u6362\u591a\u5c11\u6b21 session\uff0c\u683c\u5f0f\u6c38\u8fdc\u4e00\u81f4<\/p>\n<p>Skill \u4e0d\u662f\u5355\u72ec\u5b58\u5728\u7684\uff0c\u5b83\u548c Hook\u3001MCP \u7ec4\u6210\u4e86\u4e00\u5957\u5b8c\u6574\u7684 agent \u589e\u5f3a\u4f53\u7cfb<\/p>\n<p>\u5148\u505a\u4e2a\u9884\u89c8\uff0c\u540e\u9762\u6bcf\u4e2a\u65b9\u5411\u4f1a\u8be6\u7ec6\u5c55\u5f00\uff1a<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-51308\" title=\"0b80bf2cj00tc4zvi001ld000se00fqp\" src=\"https:\/\/www.1ai.net\/wp-content\/uploads\/2026\/03\/0b80bf2cj00tc4zvi001ld000se00fqp.jpg\" alt=\"0b80bf2cj00tc4zvi001ld000se00fqp\" width=\"1022\" height=\"566\" \/><\/p>\n<p>Skill \u7ba1\u77e5\u9053\u4ec0\u4e48\uff0cHook \u7ba1\u81ea\u52a8\u505a\u4ec0\u4e48\uff0cMCP \u7ba1\u80fd\u505a\u4ec0\u4e48<\/p>\n<p>\u8bb0\u4f4f\u8fd9\u53e5\u8bdd\uff0c\u540e\u9762\u53cd\u590d\u4f1a\u7528<\/p>\n<p>\u5b8c\u6574\u7684 Skill \u5f00\u53d1\u6559\u7a0b\u2014\u2014\u4ece\u76ee\u5f55\u7ed3\u6784\u5230\u89e6\u53d1\u673a\u5236\u5230\u8e29\u5751\u8bb0\u5f55\u2014\u2014\u5728\u9ad8\u7ea7\u7684\u5b8c\u6574\u7bc7\u4e2d<\/p>\n<p><strong>\u4e8c\u3001Hook\u2014\u2014\u7ed9\u5458\u5de5\u5b9a SOP<\/strong><\/p>\n<p>\u6bcf\u6b21\u5f00\u65b0 session \u4f60\u90fd\u8981\u8bf4\u4e00\u904d\uff1a\u5148\u770b\u4e00\u4e0b\u4eca\u5929\u7684\u8ba1\u5212\u548c\u65e5\u8bb0<\/p>\n<p>\u8bf4\u4e86\u4e00\u767e\u904d\uff0c\u7ec8\u4e8e\u60f3\u660e\u767d\u4e00\u4ef6\u4e8b\u2014\u2014<\/p>\n<p>\u8fd9\u4ef6\u4e8b\u4e0d\u5e94\u8be5\u7531\u6211\u6765\u8bb0<\/p>\n<p>\u6211\u662f\u8001\u677f\uff0c\u4e0d\u662f\u63d0\u8bcd\u5668\u3002\u6211\u4e0d\u5e94\u8be5\u6bcf\u6b21\u5f00\u4f1a\u524d\u63d0\u9192\u79d8\u4e66\u7ffb\u5f00\u7b14\u8bb0\u672c\u2014\u2014\u8fd9\u4ef6\u4e8b\u5e94\u8be5\u662f\u81ea\u52a8\u7684<\/p>\n<p>Hook \u662f\u4ec0\u4e48\uff1fHook = agent \u7684\u53cd\u5c04\u5f27<\/p>\n<p>\u4ec0\u4e48\u662f\u53cd\u5c04\u5f27\uff1f\u819d\u8df3\u53cd\u5c04\u3002\u9524\u5b50\u6572\u819d\u76d6\uff0c\u817f\u81ea\u52a8\u5f39\uff0c\u4fe1\u53f7\u8d70\u810a\u9ad3\uff0c\u4e0d\u7ecf\u8fc7\u5927\u8111<\/p>\n<p>Hook \u5c31\u662f\u8fd9\u4e2a\u4e1c\u897f\u2014\u2014\u7279\u5b9a\u4e8b\u4ef6\u53d1\u751f\u65f6\uff0c\u4ee3\u7801\u76f4\u63a5\u8dd1\uff0c\u4e0d\u7ecf\u8fc7 agent \u601d\u8003\uff0c\u4e0d\u9700\u8981 LLM \u51b3\u7b56<\/p>\n<p>\u8fd9\u548c Skill \u662f\u4e24\u4e2a\u5c42\u9762\uff1a<\/p>\n<p>Skill \u662f\u7ed9 agent \u4e00\u672c\u64cd\u4f5c\u624b\u518c\u2014\u2014\u5b83\u53ef\u80fd\u770b\u53ef\u80fd\u4e0d\u770b\uff0c\u770b\u4e86\u4e5f\u53ef\u80fd\u7406\u89e3\u504f\u4e86Hook \u662f\u88c5\u4e86\u4e00\u4e2a\u4f20\u611f\u5668\u52a0\u6267\u884c\u5668\u2014\u2014\u4e8b\u4ef6\u4e00\u6765\uff0c\u4ee3\u7801\u76f4\u63a5\u8dd1\uff0c100% \u786e\u5b9a\u6267\u884c<\/p>\n<p>\u5173\u952e\u533a\u522b\uff1aHook \u8dd1\u7684\u662f TypeScript \u4ee3\u7801\uff0c\u4e0d\u662f LLM \u51b3\u7b56<\/p>\n<p>\u4e00\u4e2a\u662f\u5efa\u8bae\uff0c\u4e00\u4e2a\u662f\u94c1\u5f8b\u3002\u4f60\u7ed9\u5458\u5de5\u8bf4\u300c\u6bcf\u5929\u65e9\u4e0a\u5148\u770b\u90ae\u4ef6\u300d\uff0c\u4ed6\u53ef\u80fd\u5fd8\u3002\u4f60\u7ed9\u4ed6\u5b9a\u4e2a SOP \u914d\u4e0a\u95f9\u949f\u63d0\u9192\uff0c\u4ed6\u60f3\u5fd8\u90fd\u5fd8\u4e0d\u4e86<\/p>\n<p>Hook \u7684\u7ed3\u6784\u4e5f\u5f88\u7b80\u5355\uff1a<\/p>\n<p>my-hook\/<\/p>\n<p>\u251c\u2500\u2500 HOOK.md \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0# \u58f0\u660e\u76d1\u542c\u4ec0\u4e48\u4e8b\u4ef6<\/p>\n<p>\u251c\u2500\u2500 handler.ts \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0# \u4e8b\u4ef6\u89e6\u53d1\u65f6\u8dd1\u4ec0\u4e48\u4ee3\u7801<\/p>\n<p>HOOK.md\u544a\u8bc9\u7cfb\u7edf\u300c\u6211\u53eb\u4ec0\u4e48\u540d\u5b57\u3001\u76d1\u542c\u54ea\u4e9b\u4e8b\u4ef6\u300d<\/p>\n<p>handler.ts \u544a\u8bc9\u7cfb\u7edf\u300c\u4e8b\u4ef6\u6765\u4e86\u5177\u4f53\u5e72\u4ec0\u4e48\u300d<\/p>\n<p>\u4f9d\u65e7\u6848\u4f8b\uff1a\u4e00\u4e2a Hook \u8ba9 agent \u81ea\u52a8\u8bfb\u4eca\u5929\u7684\u8ba1\u5212<\/p>\n<p>\u6bcf\u6b21\u5f00\u65b0 session\uff0c\u4f60\u60f3\u8ba9 agent \u81ea\u52a8\u8bfb\u53d6\u4eca\u5929\u7684\u65e5\u8bb0\u6587\u4ef6\u2014\u2014\u4e0d\u7528\u4f60\u8bf4<\/p>\n<p>\u521b\u5efa hooks\/session-loader\/HOOK.md\uff1a<\/p>\n<p>&#8212;<\/p>\n<p>name: session-loader<\/p>\n<p>description: &#8220;\u65b0 session \u81ea\u52a8\u52a0\u8f7d\u4eca\u5929\u7684\u5de5\u4f5c\u65e5\u5fd7&#8221;<\/p>\n<p>metadata:<\/p>\n<p>openclaw:<\/p>\n<p>events: [&#8220;command:new&#8221;]<\/p>\n<p>requires:<\/p>\n<p>bins: [&#8220;node&#8221;]<\/p>\n<p>&#8212;<br \/>\n&#8212;<\/p>\n<p>\u540d\u79f0\uff1a\u4f1a\u8bdd\u52a0\u8f7d\u5668<\/p>\n<p>\u63cf\u8ff0\uff1a\u201c\u65b0 session \u81ea\u52a8\u52a0\u8f7d\u4eca\u5929\u7684\u5de5\u4f5c\u65e5\u5fd7\u201d<\/p>\n<p>\u5143\u6570\u636e\uff1a<\/p>\n<p><a href=\"https:\/\/www.1ai.net\/en\/tag\/openclaw\" title=\"\u3010\u67e5\u770b\u542b\u6709[OpenClaw]\u6807\u7b7e\u7684\u6587\u7ae0\u3011\" target=\"_blank\" rel=\"noopener\">OpenClaw<\/a>\uff1a<\/p>\n<p>\u4e8b\u4ef6\uff1a[\u201c\u547d\u4ee4\uff1a\u65b0\u201d]<\/p>\n<p>\u8981\u6c42\uff1abins\uff1a [\u201c\u8282\u70b9\u201d]<\/p>\n<p>&#8212;<\/p>\n<p>\u521b\u5efa hooks\/session-loader\/handler.ts\uff1a<\/p>\n<p>import { readFileSync, existsSync } from &#8220;fs&#8221;;<\/p>\n<p>import { join } from &#8220;path&#8221;;<\/p>\n<p>const handler = async (event) =&gt; {<\/p>\n<p>if (event.type !== &#8220;command&#8221; || event.action !== &#8220;new&#8221;) {<\/p>\n<p>return;<\/p>\n<p>}<\/p>\n<p>const memoryDir = join(process.cwd(), &#8220;memory&#8221;);<\/p>\n<p>const today = new Date().toISOString().split(&#8220;T&#8221;)[0];<\/p>\n<p>const diaryPath = join(memoryDir, `${today}.md`);<\/p>\n<p>if (existsSync(diaryPath)) {<\/p>\n<p>const content = readFileSync(diaryPath, &#8220;utf-8&#8221;);<\/p>\n<p>event.messages.push(`\u4eca\u5929\u7684\u5de5\u4f5c\u65e5\u5fd7\u5df2\u52a0\u8f7d\uff1a<\/p>\n<p>${content}`);<\/p>\n<p>} else {<\/p>\n<p>event.messages.push(&#8220;\u4eca\u5929\u8fd8\u6ca1\u6709\u5de5\u4f5c\u65e5\u5fd7\uff0c\u5f00\u59cb\u65b0\u7684\u4e00\u5929&#8221;);<\/p>\n<p>}<\/p>\n<p>};<\/p>\n<p>export default handler;<br \/>\n\u4ece \u201cfs\u201d \u5bfc\u5165 { readFileSync\uff0c existsSync };<\/p>\n<p>\u4ece \u201cpath\u201d \u5bfc\u5165 { join };<\/p>\n<p>const handler = \u5f02\u6b65\uff08\u4e8b\u4ef6\uff09 =&gt; {<\/p>\n<p>if \uff08event.type \uff01== \u201c\u547d\u4ee4\u201d || event.action \uff01== \u201cnew\u201d\uff09 {<\/p>\n<p>\u8fd4\u56de;<\/p>\n<p>}<\/p>\n<p>const memoryDir = join\uff08process.cwd\uff08\uff09\uff0c \u201cmemory\u201d\uff09;<\/p>\n<p>const today = new Date\uff08\uff09.toISOString\uff08\uff09.split\uff08\u201cT\u201d\uff09[0];<\/p>\n<p>const diaryPath = join\uff08memoryDir\uff0c &#8216;${today}.md&#8217;\uff09;<\/p>\n<p>\u5982\u679c \uff08existsSync\uff08diaryPath\uff09\uff09 {<\/p>\n<p>cont content = readFileSync\uff08diaryPath\uff0c \u201cutf-8\u201d\uff09;<\/p>\n<p>event.messages.push\uff08&#8217;\u4eca\u5929\u7684\u5de5\u4f5c\u65e5\u5fd7\u5df2\u52a0\u8f7d\uff1a<\/p>\n<p>${content}&#8217;\uff09;<\/p>\n<p>} \u5426\u5219 {<\/p>\n<p>event.messages.push\uff08\u201c\u4eca\u5929\u8fd8\u6ca1\u6709\u5de5\u4f5c\u65e5\u5fd7\uff0c\u5f00\u59cb\u65b0\u7684\u4e00\u5929\u201d\uff09;<\/p>\n<p>}<\/p>\n<p>};<\/p>\n<p>\u5bfc\u51fa\u9ed8\u8ba4\u5904\u7406\u7a0b\u5e8f;<\/p>\n<p>\u6548\u679c\uff1a\u4f60\u6253\u5f00\u4e00\u4e2a\u65b0 session\uff0cagent \u5df2\u7ecf\u77e5\u9053\u4eca\u5929\u8981\u505a\u4ec0\u4e48\u4e86<\/p>\n<p>\u4e0d\u7528\u4f60\u8bf4\u300c\u5148\u770b\u4e00\u4e0b\u4eca\u5929\u7684\u8ba1\u5212\u300d\u2014\u2014\u8fd9\u53e5\u8bdd\u4ece\u6b64\u4ece\u4f60\u7684\u5de5\u4f5c\u6d41\u91cc\u6d88\u5931\u4e86<\/p>\n<p>\u4f60\u4e0d\u9700\u8981\u4f1a TypeScript\u3002\u628a\u9700\u6c42\u63cf\u8ff0\u6e05\u695a\u2014\u2014\u300c\u5728\u4ec0\u4e48\u65f6\u673a\u505a\u4ec0\u4e48\u4e8b\u300d\u2014\u2014\u8ba9\u4f60\u7684 agent \u5e2e\u4f60\u5199 handler.ts \u5c31\u884c<\/p>\n<p>\u6838\u5fc3\u80fd\u529b\u4e0d\u662f\u5199\u4ee3\u7801\uff0c\u662f\u5b9a\u4e49\u6e05\u695a trigger + action\u3002\u8fd9\u662f PM \u5929\u5929\u5728\u505a\u7684\u4e8b<\/p>\n<p><strong>\u8fdb\u9636\u573a\u666f<\/strong><\/p>\n<p>Hook \u80fd\u505a\u7684\u8fdc\u4e0d\u6b62\u52a0\u8f7d\u65e5\u8bb0\uff1a<\/p>\n<ul>\n<li>\u76d1\u542c compact \u4e8b\u4ef6\uff1acontext \u88ab\u538b\u7f29\u524d\u81ea\u52a8\u4fdd\u5b58\u4efb\u52a1\u72b6\u6001\uff0c\u538b\u7f29\u540e\u81ea\u52a8\u6062\u590d\u2014\u2014\u4e2d\u7ea7\u7bc7\u7684\u8ba1\u5212\u6587\u4ef6\u6a21\u5f0f\uff0c\u7528 Hook \u53d8\u6210\u5168\u81ea\u52a8<\/li>\n<li>\u76d1\u542c write \u64cd\u4f5c\uff1a\u62e6\u622a\u5371\u9669\u7684\u6587\u4ef6\u8986\u76d6\u2014\u2014345KB \u4e8b\u6545\u4e0d\u4f1a\u518d\u53d1\u751f<\/li>\n<li>\u914d\u5408 Heartbeat\uff1a\u6bcf\u6b21\u5fc3\u8df3\u81ea\u52a8\u68c0\u67e5\u6709\u6ca1\u6709\u672a\u5b8c\u6210\u7684\u4efb\u52a1<\/li>\n<\/ul>\n<p>\u4ece\u300c\u4f60\u63d0\u9192 agent\u300d\u53d8\u6210\u300cagent \u81ea\u5df1\u77e5\u9053\u300d\u2014\u2014\u8fd9\u5c31\u662f \u53cd\u5c04\u5f27 \u7684\u529b\u91cf<\/p>\n<p>\u51e0\u79cd\u5b9e\u7528 Hook \u914d\u7f6e\u6a21\u677f + \u5b8c\u6574\u8e29\u5751\u8bb0\u5f55\u5728\u5728\u9ad8\u7ea7\u5b8c\u6574\u7bc7\u4e2d<\/p>\n<p><strong>\u4e09\u3001MCP\u2014\u2014\u7ed9\u5458\u5de5\u5f00\u7cfb\u7edf\u6743\u9650<\/strong><\/p>\n<p>\u4f60\u60f3\u8ba9 agent \u5e2e\u4f60\u67e5\u6570\u636e\u5e93\u91cc\u7684\u6570\u636e\uff0c\u5b83\u8bf4\uff1a\u6211\u6ca1\u6709\u8fd9\u4e2a\u80fd\u529b<\/p>\n<p>\u4f60\u60f3\u8ba9\u5b83\u5e2e\u4f60\u64cd\u4f5c\u6587\u4ef6\u7cfb\u7edf\u91cc\u7684\u7279\u5b9a\u76ee\u5f55\u3002\u5b83\u8bf4\uff1a\u6211\u505a\u4e0d\u5230<\/p>\n<p>agent \u9ed8\u8ba4\u53ea\u4f1a\u4e24\u4ef6\u4e8b\uff1a\u601d\u8003\u548c\u5bf9\u8bdd\u3002\u5176\u4ed6\u4ec0\u4e48\u90fd\u4e0d\u80fd\u505a<\/p>\n<p>\u4f60\u5f97\u7ed9\u5b83\u63a5\u5916\u8bbe<\/p>\n<p>MCP \u662f\u4ec0\u4e48\uff1fMCP = Model Context Protocol<\/p>\n<p>\u4e00\u53e5\u8bdd\uff1aAI \u4e16\u754c\u7684 USB \u63a5\u53e3<\/p>\n<p>\u4e0d\u7ba1\u4ec0\u4e48\u5916\u90e8\u670d\u52a1\u2014\u2014\u6570\u636e\u5e93\u3001\u641c\u7d22\u5f15\u64ce\u3001\u6587\u4ef6\u7cfb\u7edf\u3001\u6d4f\u89c8\u5668\u2014\u2014\u53ea\u8981\u652f\u6301 MCP \u534f\u8bae\uff0c\u5c31\u80fd\u63a5\u5230\u4f60\u7684 agent \u4e0a<\/p>\n<p>\u4f60\u4e0d\u9700\u8981\u4e3a\u6bcf\u4e2a\u670d\u52a1\u5199\u4e13\u7528\u7684\u5bf9\u63a5\u4ee3\u7801\u3002\u5c31\u50cf USB \u7edf\u4e00\u4e86\u5916\u8bbe\u63a5\u53e3\u2014\u2014\u4e0d\u7ba1\u4f60\u662f\u6253\u5370\u673a\u8fd8\u662f\u6444\u50cf\u5934\uff0c\u540c\u4e00\u79cd\u63d2\u5934<\/p>\n<p>\u5b66\u4f1a\u4e86 USB\uff0c\u4ee5\u540e\u4e0d\u7ba1\u63d2\u4ec0\u4e48\u8bbe\u5907\u90fd\u4e0d\u7528\u91cd\u65b0\u5b66\u3002MCP \u4e5f\u4e00\u6837<\/p>\n<p>\u67b6\u6784\u5f88\u7b80\u5355\uff1a<\/p>\n<p>Agent \u2192 mcporter\uff08\u6865\u6881\uff09\u2192 MCP Server \u2192 \u5916\u90e8\u670d\u52a1<\/p>\n<p>mcporter \u662f\u4e2d\u95f4\u4ef6\uff0c\u8d1f\u8d23 agent \u548c MCP Server \u4e4b\u95f4\u7684\u901a\u4fe1\u3002OpenClaw \u5185\u7f6e\u4e86 mcporter \u7684 skill\uff0cagent \u77e5\u9053\u600e\u4e48\u8c03\u7528\u5b83<\/p>\n<p>\u914d\u7f6e\u6587\u4ef6\u5728 config\/mcporter.json\u2014\u2014\u6bcf\u4e2a\u9879\u76ee\u53ef\u4ee5\u63a5\u4e0d\u540c\u7684\u5916\u90e8\u670d\u52a1<\/p>\n<p><strong>\u6740\u624b\u6848\u4f8b\uff1a\u4e00\u6761\u914d\u7f6e\u8ba9 agent \u8bfb\u5199\u6587\u4ef6\u7cfb\u7edf<\/strong><\/p>\n<p>\u6700\u7b80\u5355\u7684 MCP Server \u662f\u6587\u4ef6\u7cfb\u7edf\u2014\u2014\u4e0d\u9700\u8981\u4efb\u4f55 API key\uff0c\u7eaf\u672c\u5730\u8dd1<\/p>\n<p>\u5728 config\/mcporter.json \u91cc\u5199\u4e00\u6bb5\u914d\u7f6e\uff1a<\/p>\n<p>{<\/p>\n<p>&#8220;mcpServers&#8221;: {<\/p>\n<p>&#8220;filesystem&#8221;: {<\/p>\n<p>&#8220;command&#8221;: &#8220;npx&#8221;,<\/p>\n<p>&#8220;args&#8221;: [&#8220;-y&#8221;, &#8220;@modelcontextprotocol\/server-filesystem&#8221;, &#8220;\/tmp\/mcp-test&#8221;]<\/p>\n<p>}<\/p>\n<p>}<\/p>\n<p>}<\/p>\n<p>{<\/p>\n<p>\u201cmcpServers\u201d\uff1a {<\/p>\n<p>\u201cfilesystem\u201d\uff1a {<\/p>\n<p>\u201c\u547d\u4ee4\u201d\uff1a\u201cNPX\u201d\uff0c<\/p>\n<p>\u201cargs\u201d\uff1a [\u201c-y\u201d\uff0c \u201c@modelcontextprotocol\/server-filesystem\u201d\uff0c \u201c\/tmp\/mcp-test\u201d] \u00a0\u00a0\u00a0}<\/p>\n<p>}<\/p>\n<p>}<\/p>\n<p>\u4e09\u884c\u5c31\u591f\u4e86\u3002\u610f\u601d\u662f\uff1a\u542f\u52a8\u4e00\u4e2a\u6587\u4ef6\u7cfb\u7edf MCP Server\uff0c\u53ea\u5141\u8bb8\u5b83\u8bbf\u95ee \/tmp\/mcp-test \u76ee\u5f55<\/p>\n<p>\u6700\u540e\u90a3\u4e2a\u8def\u5f84\u662f\u5b89\u5168\u8fb9\u754c\u2014\u2014\u9650\u5236 Server \u53ea\u80fd\u8bfb\u5199\u8fd9\u4e2a\u76ee\u5f55\u4e0b\u7684\u6587\u4ef6\u3002\u548c\u7ed9 app \u8bbe\u6743\u9650\u4e00\u4e2a\u9053\u7406<\/p>\n<p>\u914d\u597d\u4e4b\u540e\u9a8c\u8bc1\u4e00\u4e0b\uff1a<\/p>\n<p>mcporter list<\/p>\n<p># \u770b\u5230 filesystem Server \u548c\u5b83\u66b4\u9732\u7684\u5de5\u5177\u5c31\u8bf4\u660e\u6210\u529f\u4e86<\/p>\n<p>mcporter call filesystem read_file path=\/tmp\/mcp-test\/test.txt<\/p>\n<p># \u8bfb\u53d6\u6d4b\u8bd5\u6587\u4ef6<\/p>\n<p>\u5728 agent \u5bf9\u8bdd\u4e2d\u4f60\u53ef\u4ee5\u76f4\u63a5\u8bf4\u300c\u5e2e\u6211\u7528 MCP \u8bfb\u53d6 \/tmp\/mcp-test \u4e0b\u7684\u6587\u4ef6\u300d\u2014\u2014agent \u4f1a\u81ea\u52a8\u8d70 mcporter \u8c03\u7528<\/p>\n<p>\u6ca1\u63a5 MCP \u7684 agent \u53ea\u4f1a\u804a\u5929<\/p>\n<p>\u63a5\u4e86 MCP \u7684 agent \u80fd\u7528\u5de5\u5177\u5e72\u6d3b<\/p>\n<p>\u8fd9\u5c31\u662f\u300c\u5f00\u7cfb\u7edf\u6743\u9650\u300d\u7684\u610f\u601d<\/p>\n<p><strong>\u751f\u6001<\/strong><\/p>\n<p>MCP \u4e0d\u53ea\u662f\u80fd\u63a5\u6587\u4ef6\u7cfb\u7edf\u3002\u5b98\u65b9\u548c\u793e\u533a\u5df2\u7ecf\u6709\u5927\u91cf\u73b0\u6210\u7684 Server\uff1a<\/p>\n<ul>\n<li>\u6587\u4ef6\u7cfb\u7edf\uff08\u672c\u5730\u6587\u4ef6\u8bfb\u5199\uff09<\/li>\n<li>PostgreSQL \/ SQLite\uff08\u6570\u636e\u5e93\u67e5\u8be2\uff09<\/li>\n<li>Brave Search\uff08\u641c\u7d22\u5f15\u64ce\uff09<\/li>\n<li>Puppeteer\uff08\u6d4f\u89c8\u5668\u81ea\u52a8\u5316\uff09<\/li>\n<li>Memory\uff08\u6301\u4e45\u5316\u8bb0\u5fc6\uff09<\/li>\n<\/ul>\n<p>\u4e00\u4e2a USB \u63a5\u53e3\uff0c\u65e0\u9650\u5916\u8bbe\u3002\u914d\u4e00\u4e2a\u65b0 Server \u53ea\u9700\u8981\u5728 mcporter.json \u91cc\u52a0\u51e0\u884c\u914d\u7f6e\u2014\u2014\u6d41\u7a0b\u548c\u4e0a\u9762\u7684\u6587\u4ef6\u7cfb\u7edf\u4e00\u6a21\u4e00\u6837<\/p>\n<p>\u4e0d\u8981\u4e3a\u4e86\u7528 MCP \u800c\u7528 MCP\u3002\u7b80\u5355\u7684\u6587\u4ef6\u8bfb\u5199 agent \u81ea\u5e26\u5de5\u5177\u5c31\u884c\uff0cMCP \u9002\u5408\u7684\u662f\u9700\u8981\u63a5\u5916\u90e8 API\u3001\u9700\u8981\u6807\u51c6\u5316\u591a\u4e2a\u5916\u90e8\u670d\u52a1\u8c03\u7528\u65b9\u5f0f\u7684\u573a\u666f<\/p>\n<p><strong>\u56db\u3001\u81ea\u4e3b\u4efb\u52a1\u2014\u2014\u7ed9\u5458\u5de5\u72ec\u7acb\u8d1f\u8d23\u9879\u76ee<\/strong><\/p>\n<p>\u4f60\u8bf4\uff1a\u5e2e\u6211\u505a\u4e00\u4e2a\u793e\u533a\u8d8b\u52bf\u8c03\u7814\uff0cAgent \u8bf4\uff1a\u597d\u7684\uff0c\u7b2c\u4e00\u6b65\u662f\u4ec0\u4e48\uff1f<\/p>\n<p>\u5b83\u5728\u7b49\u4f60\u6307\u6325<\/p>\n<p>\u4f60\u8bf4\u7b2c\u4e00\u6b65\u641c\u7d22 GitHub\uff0c\u5b83\u641c\u4e86\u3002\u7136\u540e\u7b49\u4f60\u8bf4\u7b2c\u4e8c\u6b65<\/p>\n<p>\u4f60\u8bf4\u7b2c\u4e8c\u6b65\u641c\u7d22 Reddit\uff0c\u5b83\u641c\u4e86\u3002\u7136\u540e\u53c8\u7b49\u4f60<\/p>\n<p>\u4f60\u60f3\u8981\u7684\u4e0d\u662f\u8fd9\u6837\u3002\u4f60\u60f3\u7ed9\u5b83\u4e00\u4e2a\u76ee\u6807\uff0c\u5b83\u81ea\u5df1\u62c6\u89e3\u6b65\u9aa4\u3001\u81ea\u5df1\u6267\u884c\u3001\u81ea\u5df1\u5224\u65ad\u5b8c\u6ca1\u5b8c\u6210<\/p>\n<p>\u4f60\u8bf4\u4e00\u6b65\u5b83\u8d70\u4e00\u6b65\u2014\u2014\u8fd9\u662f\u5b9e\u4e60\u751f<\/p>\n<p>\u4f60\u7ed9\u76ee\u6807\u5b83\u81ea\u5df1\u5e72\u2014\u2014\u8fd9\u624d\u662f\u6b63\u5f0f\u5458\u5de5<\/p>\n<p>\u6838\u5fc3\u6982\u5ff5\uff1a\u4ece\u6307\u4ee4\u9a71\u52a8\u5230\u76ee\u6807\u9a71\u52a8<\/p>\n<p>\u8fd9\u662f\u4e2d\u7ea7\u7bc7\u5230\u9ad8\u7ea7\u7bc7\u6700\u5927\u7684\u8ba4\u77e5\u5347\u7ea7<\/p>\n<p><strong>\u6307\u4ee4\u9a71\u52a8\uff1a<\/strong>\u4f60\u7ed9\u6b65\u9aa4\uff0cagent \u6267\u884c\u3002\u4e2d\u7ea7\u7bc7\u6559\u7684\u8ba1\u5212\u6587\u4ef6\u6a21\u5f0f\u5c31\u662f\u8fd9\u4e2a\u2014\u2014\u4f60\u624b\u52a8\u521b\u5efa\u8ba1\u5212\u3001\u5217\u51fa\u6b65\u9aa4\u3001agent \u6309\u6b65\u9aa4\u8d70<\/p>\n<p><strong>\u76ee\u6807\u9a71\u52a8\uff1a<\/strong>\u4f60\u7ed9\u76ee\u6807\uff0cagent \u81ea\u5df1\u62c6\u89e3\u4e3a\u5b50\u4efb\u52a1\u3001\u81ea\u5df1\u89c4\u5212\u6267\u884c\u987a\u5e8f\u3001\u81ea\u5df1\u5224\u65ad\u6709\u6ca1\u6709\u5b8c\u6210<\/p>\n<p>\u5b9e\u73b0\u8fd9\u4e2a\u9700\u8981\u4e09\u4e2a\u57fa\u7840\u8bbe\u65bd\uff0c\u4e2d\u7ea7\u7bc7\u5176\u5b9e\u90fd\u6559\u8fc7\u4e86\uff1a<\/p>\n<ul>\n<li>\u8ba1\u5212\u6587\u4ef6\u2014\u2014agent \u81ea\u5df1\u521b\u5efa\u548c\u66f4\u65b0\uff0c\u800c\u4e0d\u662f\u4f60\u66ff\u5b83\u5199<\/li>\n<li>Heartbeat\u2014\u2014\u6bcf 30 \u5206\u949f\u63a8\u9192 agent\uff0c\u8ba9\u5b83\u68c0\u67e5\u6709\u6ca1\u6709\u4e8b\u8981\u505a<\/li>\n<li>AGENTS.md\u89c4\u5219\u2014\u2014\u544a\u8bc9 agent \u9047\u5230\u76ee\u6807\u578b\u4efb\u52a1\u600e\u4e48\u62c6\u89e3\u3001\u600e\u4e48\u6267\u884c\u3001\u600e\u4e48\u8bc4\u4f30<\/li>\n<\/ul>\n<p><strong>\u6740\u624b\u6848\u4f8b\uff1a\u7ed9\u4e00\u4e2a\u76ee\u6807\uff0cagent \u81ea\u5df1\u62c6\u4e86 6 \u4e2a\u6b65\u9aa4\u6267\u884c<\/strong><\/p>\n<p><strong>\u5b9e\u9645\u6848\u4f8b\uff1a\u6211\u7ed9 agent \u4e00\u4e2a\u76ee\u6807\u2014\u2014\u5b8c\u6210\u9ad8\u7ea7\u7bc7 6 \u4e2a\u65b9\u5411\u7684\u7d20\u6750\u91c7\u96c6<\/strong><\/p>\n<p>\u6211\u53ea\u8bf4\u4e86\u4e00\u53e5\u8bdd\uff1a\u6309\u7167\u7d20\u6750\u91c7\u96c6 prompt \u91cc\u7684 6 \u4e2a\u65b9\u5411\uff0c\u9010\u4e2a\u5b8c\u6210\u8c03\u7814\u548c\u5b9e\u6218<\/p>\n<p>agent \u505a\u4e86\u4ec0\u4e48\uff1a<\/p>\n<ol>\n<li>\u81ea\u5df1\u8bfb\u53d6\u4e86\u76ee\u6807\u6587\u6863\uff0c\u7406\u89e3 6 \u4e2a\u65b9\u5411\u7684\u5177\u4f53\u8981\u6c42<\/li>\n<li>\u81ea\u5df1\u521b\u5efa\u4e86\u8ba1\u5212\u6587\u4ef6 temp\/advanced-material-plan.md<\/li>\n<li>\u628a 6 \u4e2a\u65b9\u5411\u62c6\u6210 6 \u4e2a\u9636\u6bb5\uff0c\u6bcf\u4e2a\u9636\u6bb5\u6709\u660e\u786e\u7684\u4ea7\u51fa\u7269<\/li>\n<li>\u4ece\u7b2c\u4e00\u4e2a\u65b9\u5411\u5f00\u59cb\u6267\u884c\u2014\u2014\u641c\u7d22\u6587\u6863\u3001\u5b9e\u6218\u6d4b\u8bd5\u3001\u8bb0\u5f55\u8e29\u5751<\/li>\n<li>\u6bcf\u5b8c\u6210\u4e00\u4e2a\u9636\u6bb5\uff0c\u81ea\u52a8\u66f4\u65b0\u8ba1\u5212\u6587\u4ef6\u7684\u8fdb\u5ea6<\/li>\n<li>Heartbeat \u5b9a\u671f\u68c0\u67e5\uff0c\u786e\u4fdd agent \u6ca1\u6709\u5fd8\u4e86\u81ea\u5df1\u5728\u505a\u4ec0\u4e48<\/li>\n<\/ol>\n<p>\u4e2d\u95f4 context \u88ab\u538b\u7f29\u4e86\u4e24\u6b21\uff0c\u8de8\u4e86\u4e09\u4e2a session<\/p>\n<p>\u4f46\u6bcf\u6b21\u65b0 session \u5f00\u59cb\uff0cagent \u8bfb\u53d6\u8ba1\u5212\u6587\u4ef6\uff0c\u63a5\u7740\u4e0a\u6b21\u7684\u8fdb\u5ea6\u7ee7\u7eed\u3002\u6ca1\u4e22\u4efb\u4f55\u8fdb\u5ea6<\/p>\n<p>\u6700\u7ec8\u4ea7\u51fa\u4e86 5 \u4efd\u7d20\u6750\u6587\u4ef6\uff0c\u52a0\u8d77\u6765\u8d85\u8fc7 160KB<\/p>\n<p>\u4e2d\u7ea7\u7bc7\u6559\u7684\u8ba1\u5212\u6587\u4ef6 + Heartbeat = \u57fa\u7840\u8bbe\u65bd\uff0c\u9ad8\u7ea7\u7bc7\u7684\u81ea\u4e3b\u4efb\u52a1 = \u5728\u57fa\u7840\u8bbe\u65bd\u4e0a\u642d\u5efa\u81ea\u4e3b\u6027<\/p>\n<p>\u4e2d\u7ea7\u7bc7\uff1a\u4f60\u521b\u5efa\u8ba1\u5212\u6587\u4ef6\uff0cagent \u6309\u8ba1\u5212\u6267\u884c\uff0c\u9ad8\u7ea7\u7bc7\uff1aagent \u81ea\u5df1\u521b\u5efa\u8ba1\u5212\u6587\u4ef6\uff0c\u81ea\u5df1\u6309\u8ba1\u5212\u6267\u884c<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-51309\" title=\"ec4b4de3j00tc50df0018d000iw007tp\" src=\"https:\/\/www.1ai.net\/wp-content\/uploads\/2026\/03\/ec4b4de3j00tc50df0018d000iw007tp.jpg\" alt=\"ec4b4de3j00tc50df0018d000iw007tp\" width=\"680\" height=\"281\" \/><\/p>\n<p>\u517b\u51fa\u6765\u7684\u80fd\u529b\uff0c\u73b0\u5728\u7528\u8d77\u6765\u4e86<\/p>\n<p>\u4e0d\u662f\u6240\u6709\u4efb\u52a1\u90fd\u9002\u5408\u76ee\u6807\u9a71\u52a8\u2014\u2014\u7b80\u5355\u7684\u4e8b\u60c5\u76f4\u63a5\u7ed9\u6307\u4ee4\u66f4\u5feb\u3002\u4f46\u5f53\u4efb\u52a1\u590d\u6742\u5230\u4f60\u81ea\u5df1\u90fd\u4e0d\u786e\u5b9a\u8be5\u5206\u51e0\u6b65\u7684\u65f6\u5019\uff0c\u8ba9 agent \u8bd5\u8bd5<\/p>\n<p>\u5b8c\u6574\u7684\u81ea\u4e3b\u4efb\u52a1\u914d\u7f6e + \u8e29\u5751\u8bb0\u5f55\u5728\u9ad8\u7ea7\u5b8c\u6574\u7bc7\u4e2d<\/p>\n<p>\u56db\u4ef6\u88c5\u5907\uff0c\u4e00\u53e5\u8bdd\u56de\u987e\uff1a<\/p>\n<p>Skill \u8ba9\u5b83\u61c2\u4e1a\u52a1<\/p>\n<p>Hook \u8ba9\u5b83\u6309\u89c4\u77e9<\/p>\n<p>MCP \u8ba9\u5b83\u7528\u5de5\u5177<\/p>\n<p>\u81ea\u4e3b\u4efb\u52a1\u8ba9\u5b83\u72ec\u7acb\u5e72\u6d3b<\/p>\n<p>\u4ece\u4e2d\u7ea7\u5230\u9ad8\u7ea7\uff0c\u4e0d\u662f\u5b66\u4e86\u56db\u4e2a\u65b0\u6982\u5ff5\u2014\u2014\u800c\u662f\u628a\u4e2d\u7ea7\u7bc7\u517b\u51fa\u6765\u7684\u80fd\u529b\u7528\u8d77\u6765\u4e86<\/p>\n<p>\u4e2d\u7ea7\u7bc7\u7684\u641c\u7d22\u7b56\u7565 \u2192 \u9ad8\u7ea7\u7bc7\u7684\u5de5\u5177\u9009\u62e9\uff08MCP \u52a0\u5165\u51b3\u7b56\u6811\uff09<\/p>\n<p>\u4e2d\u7ea7\u7bc7\u7684\u8ba1\u5212\u6587\u4ef6 \u2192 \u9ad8\u7ea7\u7bc7\u7684\u81ea\u4e3b\u4efb\u52a1\uff08agent \u81ea\u5df1\u521b\u5efa\u548c\u66f4\u65b0\u8ba1\u5212\uff09<\/p>\n<p>\u4e2d\u7ea7\u7bc7\u7684 Heartbeat \u2192 \u9ad8\u7ea7\u7bc7\u7684\u81ea\u52a8\u5316\uff08Hook \u8ba9\u6240\u6709\u624b\u52a8\u64cd\u4f5c\u53d8\u6210\u81ea\u52a8\u7684\uff09<\/p>\n<p>\u57fa\u7840\u7bc7\u6559\u4f60\u88c5\u4e0a\u80fd\u7528\uff0c\u4e2d\u7ea7\u7bc7\u6559\u4f60\u517b\u597d\u597d\u7528\uff0c\u9ad8\u7ea7\u7bc7\u6559\u4f60\u843d\u5730\u771f\u6b63\u5e72\u6d3b<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Mid-level solves three problems: can't remember, can't find, can't break, but you might find -- angent's smart, and you have to tell him what to do one step at a time, like you trained an intern, with a good memory, a quick search, a line. But you've got to tell him everything. Skill -- let it understand your business, SOP -- make it do business by its own rules, system terms of reference (MCP) -- make it work on its own with the company's own tools, and because it's really complicated, we talk about the core concept in each direction, plus a case of a killer<\/p>","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[149,144],"tags":[8229,8392],"collection":[8384],"class_list":["post-51304","post","type-post","status-publish","format-standard","hentry","category-jiaocheng","category-baike","tag-openclaw","collection-openclaw"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/posts\/51304","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/comments?post=51304"}],"version-history":[{"count":0,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/posts\/51304\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/media?parent=51304"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/categories?post=51304"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/tags?post=51304"},{"taxonomy":"collection","embeddable":true,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/collection?post=51304"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}