{"id":1877,"date":"2026-08-18T20:14:09","date_gmt":"2026-08-18T12:14:09","guid":{"rendered":"https:\/\/tongchun.website\/index.php\/kimiagent-11-user-layer\/"},"modified":"2026-08-18T20:26:30","modified_gmt":"2026-08-18T12:26:30","slug":"kimiagent-11-user-layer","status":"publish","type":"page","link":"https:\/\/tongchun.website\/index.php\/kimiagent-11-user-layer\/","title":{"rendered":"11. \u7528\u6237\u81ea\u5b9a\u4e49\u5c42\u4e0e CLI \u5de5\u5177\uff0811-user-layer\uff09"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u2190 \u8fd4\u56de\u4e3b\u62a5\u544a\uff1a<a href=\"https:\/\/tongchun.website\/index.php\/2026\/kimi-agent%ef%bc%88%e4%ba%91%e7%ab%af%e6%b2%99%e7%ae%b1%ef%bc%89%e6%8a%80%e6%9c%af%e6%8a%a5%e5%91%8a\/\">Kimi Agent\uff08\u4e91\u7aef\u6c99\u7bb1\uff09\u6280\u672f\u62a5\u544a<\/a> \uff5c <a href=\"https:\/\/github.com\/SHAWNTRIBBIANI\/kimiagent-analysis\/blob\/main\/sections\/11-user-layer.md\">GitHub \u539f\u6587<\/a><\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\"><p><strong>\u5408\u89c4\u4e0e\u98ce\u9669\u58f0\u660e<\/strong>\uff1a\u672c\u62a5\u544a\u4e3a\u5b89\u5168\u7814\u7a76\u4e0e\u4e92\u64cd\u4f5c\u5b66\u4e60\u76ee\u7684\u7684\u9006\u5411\u5206\u6790\uff0c\u5168\u7a0b\u53ea\u8bfb\u91c7\u96c6\uff0c\u672a\u5bf9\u76ee\u6807\u7cfb\u7edf\u505a\u4efb\u4f55\u4fee\u6539\uff1b\u6587\u4e2d\u6240\u6709\u5bc6\u94a5\u3001token\u3001\u8d26\u53f7\u7ea7\u6807\u8bc6\uff08chat_id \/ project_id \/ tenant_id \u7b49\uff09\u5747\u5df2\u8131\u654f\uff1b\u6c99\u7bb1\u5185\u53d1\u73b0\u7684\u9ed8\u8ba4\u5f31\u53e3\u4ee4\uff08VNC\/SSH\uff09\u5c5e\u5e73\u53f0\u4fa7\u914d\u7f6e\uff0c\u4ec5\u4f5c\u5b89\u5168\u53d1\u73b0\u62ab\u9732\uff0c\u8bf7\u52ff\u7528\u4e8e\u8bbf\u95ee\u4efb\u4f55\u4e0d\u5c5e\u4e8e\u81ea\u5df1\u7684\u7cfb\u7edf\u3002docx\/pdf\/xlsx\/kimi-slides \u7b49\u5f15\u64ce\u4e8c\u8fdb\u5236\u4e3a Moonshot \u4e13\u6709\u8bb8\u53ef\uff08\u7981\u518d\u5206\u53d1\/\u9006\u5411\uff09\uff0c\u672c\u6587\u4ec5\u4f5c\u884c\u4e3a\u7ea7\u63cf\u8ff0\u3002\u62a5\u544a\u57fa\u4e8e\u5355\u6b21\u5206\u6790\u7a97\u53e3\uff08\u7ea6 50 \u5206\u949f\u751f\u547d\u5468\u671f\uff09\uff0c\u8f6f\u4ef6\u7248\u672c\u4e0e\u6280\u80fd\u5e93\u5b58\u968f\u955c\u50cf\u66f4\u65b0\u53ef\u80fd\u53d8\u5316\u3002<\/p><\/blockquote>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\"><p>\u91c7\u96c6\u65f6\u95f4\uff1a2026-08-18\uff08UTC+8 ~17:00\u201317:31\uff09\u3002\u91c7\u96c6\u65b9\u5f0f\uff1aSSH\uff08kimi \u7528\u6237\uff0c\u53ea\u8bfb\uff09\u3002 \u672c\u8282\u56de\u7b54\uff1a\u6c99\u7bb1\u91cc&#8221;\u7528\u6237\u81ea\u5df1\u7684\u4e1c\u897f&#8221;\u653e\u5728\u54ea\u3001\u600e\u4e48\u8fdb\u6765\u3001\u548c\u7cfb\u7edf\u9884\u7f6e\u5185\u5bb9\u7684\u5206\u754c\u5728\u54ea\u3002<\/p><\/blockquote>\n\n\n\n<h2 id=\"0-%25e4%25b8%2580%25e5%25bc%25a0%25e5%259b%25be%25e7%259c%258b%25e6%2587%2582%25e5%2588%2586%25e7%2595%258c\" class=\"wp-block-heading\">0. \u4e00\u5f20\u56fe\u770b\u61c2\u5206\u754c<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u6c99\u7bb1\u628a\u5185\u5bb9\u5206\u6210\u4e09\u5c42\uff0c\u6765\u6e90\u548c\u6302\u8f7d\u65b9\u5f0f\u5b8c\u5168\u4e0d\u540c\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u5c42<\/th><th>\u8def\u5f84<\/th><th>\u6765\u6e90<\/th><th>\u6302\u8f7d\/\u843d\u76d8\u65b9\u5f0f<\/th><\/tr><\/thead><tbody><tr><td>\u7cfb\u7edf\u9884\u7f6e\u5c42<\/td><td><code>\/app\/.agents\/skills\/<\/code>\uff08269 \u4e2a\u6280\u80fd\uff09\u3001<code>\/app\/.agents\/plugins\/<\/code><\/td><td>\u955c\u50cf\u5185\u7f6e\uff08\u65f6\u95f4\u6233 Aug 11 15:07\uff0c\u6784\u5efa\u65f6\u70e4\u5165\uff09<\/td><td>\u666e\u901a\u76ee\u5f55\uff1b<code>plugins<\/code> \u662f\u6307\u5411 portal FUSE \u7684\u7b26\u53f7\u94fe\u63a5<\/td><\/tr><tr><td>\u7528\u6237\u5c42\uff08\u4e91\u540c\u6b65\uff09<\/td><td><code>\/app\/.user\/skills\/<\/code>\u3001<code>\/app\/.user\/auth\/<\/code><\/td><td>\u7528\u6237\u8d26\u53f7\u7684\u4e91\u7aef\u6570\u636e\uff0c\u6309\u8d26\u53f7\u4e0b\u53d1<\/td><td>*<em>\u7b26\u53f7\u94fe\u63a5 \u2192 <code>\/mnt\/portal-overlay\/.user\/<\/em><\/code>\uff0cportal FUSE \u5b9e\u65f6\u6302\u8f7d**<\/td><\/tr><tr><td>\u7528\u6237\u5c42\uff08\u672c\u5730\u72b6\u6001\uff09<\/td><td><code>\/home\/kimi\/.cli-tools\/<\/code>\u3001<code>.kimi-slides\/<\/code>\u3001<code>.dws\/<\/code>\u3001<code>.lark-cli\/<\/code>\u3001<code>.config\/<\/code><\/td><td>\u955c\u50cf\u5185\u7f6e + \u8fd0\u884c\u65f6\u751f\u6210<\/td><td>\u5bb9\u5668\u672c\u5730 overlay2\uff0c\u4f1a\u8bdd\u5185\u6301\u4e45<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u5173\u952e\u8bc1\u636e\uff08<code>mount<\/code> \u8f93\u51fa\u6458\u5f55\uff09\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>portal on \/mnt\/portal-overlay type fuse.portal (rw,nosuid,nodev,relatime,user_id=0,group_id=0,allow_other,max_read=1048576)\ndrive9 on \/mnt\/agents type fuse.drive9 (...)\noverlay2 on \/ type overlay (lowerdir=\/run\/blk-cube\/vdc\/60:...:\/run\/blk-cube\/vdc\/0, upperdir=\/run\/blk-cube\/vda\/disk\/2d9b...\/upper, ...)<\/code><\/pre>\n\n\n\n<ul class=\"wp-block-list\"><li>\u6839\u6587\u4ef6\u7cfb\u7edf\u662f 61 \u5c42 overlay2\uff08blk-cube \u5757\u8bbe\u5907\u5206\u5c42\uff09\uff0c\u955c\u50cf\u5185\u5bb9\u70e4\u5728 lower \u5c42\u3002<\/li><li><code>\/mnt\/portal-overlay<\/code> \u662f <strong>portal \u670d\u52a1\u7684 FUSE \u6302\u8f7d<\/strong>\uff0c\u6c99\u7bb1\u542f\u52a8\u65f6\uff0808:43\uff09\u5efa\u7acb\u7b26\u53f7\u94fe\u63a5\uff1a\n<ul><li><code>\/app\/.user\/auth -&gt; \/mnt\/portal-overlay\/.user\/auth<\/code><\/li><li><code>\/app\/.user\/skills -&gt; \/mnt\/portal-overlay\/.user\/skills<\/code><\/li><li><code>\/app\/.agents\/plugins -&gt; \/mnt\/portal-overlay\/.agents\/plugins<\/code>\uff08\u6ce8\u610f\uff1a\u7cfb\u7edf\u63d2\u4ef6\u4e5f\u8d70 portal \u4e0b\u53d1\uff0c\u8bf4\u660e\u63d2\u4ef6\u53ef\u70ed\u66f4\u65b0\uff09<\/li><li><code>\/app\/.vault -&gt; \/mnt\/portal-overlay\/.vault<\/code>\u3001<code>\/app\/.websites-templates -&gt; \/mnt\/portal-overlay\/.websites-templates<\/code><\/li><\/ul><\/li><li>portal \u6302\u8f7d\u70b9\u7684\u76ee\u5f55\u65f6\u95f4\u6233\u5728\u91c7\u96c6\u671f\u95f4\u6301\u7eed\u53d8\u5316\uff0809:15\u219209:19\u219209:21\uff09\uff0c\u8bc1\u660e\u5b83\u662f<strong>\u6d3b\u7684\u540e\u7aef\u5b58\u50a8\u89c6\u56fe<\/strong>\uff0c\u4e0d\u662f\u4e00\u6b21\u6027\u62f7\u8d1d\u3002<\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><code>\/mnt\/portal-overlay\/<\/code> \u9876\u5c42\u5185\u5bb9\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>-r--r--r-- .agent-gw.json        # \u53ea\u8bfb\uff0c\u89c1 \u00a74\ndr-xr-xr-x .agents\/plugins       # \u7cfb\u7edf\u63d2\u4ef6\uff08audio_generation, github, lark, tianyancha... \u5171 17+ \u4e2a\uff09\ndrwxr-xr-x .user\/{auth,skills}   # \u7528\u6237\u5c42\ndrwxr-xr-x .vault                # \u7a7a\uff08\u4fdd\u9669\u5e93\uff0c\u672a\u89c1\u5185\u5bb9\uff09\ndrwxr-xr-x .websites-templates   # \u7f51\u7ad9\u6a21\u677f\uff080-origin, 1-cyber-rain-frontend ... 12 \u4e2a\uff09<\/code><\/pre>\n\n\n\n<h2 id=\"1-appuserskills-6-%25e4%25b8%25aa%25e7%2594%25a8%25e6%2588%25b7%25e8%2587%25aa%25e5%25bb%25ba%25e6%258a%2580%25e8%2583%25bd\" class=\"wp-block-heading\">1. \/app\/.user\/skills\/ \u2014\u2014 6 \u4e2a\u7528\u6237\u81ea\u5efa\u6280\u80fd<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5168\u90e8\u662f\u76ee\u5f55\uff08\u975e\u7b26\u53f7\u94fe\u63a5\uff09\uff0c\u6bcf\u4e2a\u4e00\u4e2a <code>SKILL.md<\/code>\uff0c\u90e8\u5206\u5e26 <code>references\/<\/code>\u3001<code>scripts\/<\/code>\u3001<code>examples\/<\/code>\u3002frontmatter \u5747\u4e3a\u6807\u51c6 <code>name<\/code> + \u957f <code>description<\/code>\uff08\u542b\u89e6\u53d1\u5173\u952e\u8bcd\u3001\u6b63\u53cd\u4f8b\u8fb9\u754c\uff09\uff0c\u683c\u5f0f\u4e0e\u7cfb\u7edf\u6280\u80fd\u5b8c\u5168\u4e00\u81f4\u2014\u2014<strong>\u7528\u6237\u6280\u80fd\u548c\u7cfb\u7edf\u6280\u80fd\u5bf9 agent \u662f\u540c\u6784\u7684<\/strong>\uff0c\u533a\u522b\u53ea\u5728\u5b58\u653e\u5c42\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u6280\u80fd<\/th><th>\u7528\u9014\uff08description \u6458\u8981\uff09<\/th><th>\u9644\u5e26\u6587\u4ef6<\/th><\/tr><\/thead><tbody><tr><td><code>engineering-ppt-converter<\/code><\/td><td>\u5de5\u7a0b\u8bbe\u8ba1\u62a5\u544a\/\u8bba\u6587 \u2192 \u6df1\u84dd\u4e2d\u5f0f\u5de5\u7a0b\u98ce PPTX\uff1b\u89e6\u53d1\u8bcd\u542b&#8221;\u6c47\u62a5\/\u7b54\u8fa9\/\u8bba\u6587\u8f6cPPT&#8221;<\/td><td>references\/structure_contract.md, style_contract.md<\/td><\/tr><tr><td><code>lecture-notes-digitizer<\/code><\/td><td>\u62cd\u7167\u8bb2\u4e49\uff08\u9ad8\u6570\/\u7535\u8def\u8003\u7814\uff09\u6570\u5b57\u5316\uff1a\u8f6c\u5199\u5206\u7ae0 Markdown+LaTeX\u3001\u6309\u9875\u7801\u91cd\u547d\u540d\u56fe\u7247\u3001\u5408\u5e76\u3001\u5bfc\u51fa CJK PDF<\/td><td>scripts\/apply_page_mapping.py, fix_latex_backslashes.py<\/td><\/tr><tr><td><code>openclaw-selfhost-ops<\/code><\/td><td><strong>\u81ea\u5efa OpenClaw \u5b9e\u4f8b\u8fd0\u7ef4 runbook<\/strong>\uff08\u91cd\u70b9\uff0c\u89c1 \u00a71.1\uff09<\/td><td>references\/ 3 \u4e2a md\uff08\u5171 293 \u884c\uff09<\/td><\/tr><tr><td><code>stem-exercise-solver<\/code><\/td><td>\u8003\u7814\u6570\u5b66\/\u7535\u8def\u4e60\u9898\u62cd\u7167\u89e3\u9898\uff0c\u8f93\u51fa\u8003\u8bd5\u98ce\u683c\u9010\u6b65\u8be6\u89e3<\/td><td>scripts\/extract_docx_images.py + examples\/ 4 \u4e2a<\/td><\/tr><tr><td><code>translation-review-coach<\/code><\/td><td>\u8003\u7814\u82f1\u8bed\u4e8c\u7ffb\u8bd1\u6279\u6539\uff1a\u9010\u53e5\u5bf9\u7167\u70b9\u8bc4\u300115 \u5206\u5236\u4f30\u5206\u3001\u5171\u6027\u9519\u8bef\u5f52\u7c7b<\/td><td>references\/worked-example.md<\/td><\/tr><tr><td><code>vocab-table-filler<\/code><\/td><td>\u8bcd\u6c47\u4e66\u7167\u7247\uff08\u65b0\u4e1c\u65b9\u8003\u7814\u8bcd\u6c47 DAY \u8868\uff09\u8865\u5168\u8bcd\u6027\/\u4e2d\u6587\u91ca\u4e49\u5217\uff0c\u8f93\u51fa Markdown \u8868<\/td><td>\u4ec5 SKILL.md<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u7279\u5f81\uff1adescription \u91cc\u5927\u91cf&#8221;observed 2026-08-11 across four sessions&#8221;&#8221;user-verified&#8221;\u5b57\u6837\u2014\u2014\u8fd9\u4e9b\u6280\u80fd\u660e\u663e\u662f<strong>\u4ece\u771f\u5b9e\u7528\u6237\u4f1a\u8bdd\u4e2d\u6c89\u6dc0\u51fa\u6765\u7684\u7ecf\u9a8c\u578b\u6280\u80fd<\/strong>\uff08\u7528\u6237\u81ea\u5df1\u6216\u501f\u52a9 skill-creator \u521b\u5efa\uff09\uff0c\u5185\u5bb9\u56f4\u7ed5\u8be5\u7528\u6237\u7684\u56fa\u5b9a\u573a\u666f\uff08\u8003\u7814\u8f85\u5bfc + \u81ea\u6258\u7ba1 OpenClaw \u8fd0\u7ef4\uff09\u3002<\/p>\n\n\n\n<h3 id=\"11-openclawselfhostops-%25e9%2587%258d%25e7%2582%25b9%25e8%25a7%25a3%25e5%2589%2596\" class=\"wp-block-heading\">1.1 openclaw-selfhost-ops \u91cd\u70b9\u89e3\u5256<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u662f 6 \u4e2a\u6280\u80fd\u91cc\u4e0e Hermes \u5173\u7cfb\u6700\u76f4\u63a5\u7684\u4e00\u4e2a\uff0c\u672c\u8d28\u4e0a\u662f\u4e00\u4efd&#8221;\u5982\u4f55\u8fd0\u7ef4\u7528\u6237\u81ea\u5df1\u7684 Kimi Claw\/OpenClaw \u5b9e\u4f8b&#8221;\u7684\u5b9e\u6218\u624b\u518c\uff0c\u5168\u90e8\u6807\u6ce8\u4e86\u9a8c\u8bc1\u65e5\u671f\uff082026-08-11\uff0c\u56db\u4e2a\u4f1a\u8bdd\uff09\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6838\u5fc3\u5185\u5bb9\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>\u6258\u7ba1 vs \u81ea\u5efa\u7684\u5206\u6d41\u51b3\u7b56\u8868<\/strong>\uff1akimi.com \u4e00\u952e bot \/ \u684c\u9762 App \u2192 \u6258\u7ba1\uff08\u4e0d\u8981\u624b\u52a8\u5347\u7ea7\uff0c\u7b49\u5b98\u65b9\u63a8\u9001\uff09\uff1b\u81ea\u5df1 VPS \u4e0a\u6709 SSH + <code>openclaw<\/code> CLI \u2192 \u81ea\u5efa\uff08\u7528\u6237\u62e5\u6709\u5347\u7ea7\u51b3\u5b9a\u6743\uff0c\u8b66\u544a\u4e00\u6b21\u540e\u7ed9\u547d\u4ee4\uff0c\u4e0d\u8981\u53cd\u590d\u5ff5\u5b98\u65b9&#8221;\u4e0d\u8981\u624b\u52a8\u5347\u7ea7&#8221;\u2014\u2014\u8bb0\u5f55\u4e86\u7528\u6237\u4e09\u6b21\u53cd\u9a73&#8221;\u4f60\u600e\u4e48\u8fd9\u4e48\u70e6\uff0c\u5ffd\u7565\u90a3\u4e2askill&#8221;\uff09\u3002<\/li><li><strong>\u624b\u52a8\u5347\u7ea7\u6d41\u7a0b<\/strong>\uff08\u5df2\u9a8c\u8bc1 2026.4.14 \u2192 2026.7.1-2\uff09\uff1a<\/li><\/ul>\n\n\n\n<ol class=\"wp-block-list\"><li>\u5907\u4efd <code>cp -r ~\/.openclaw ~\/.openclaw.bak.$(date +%F)<\/code>\uff1b<\/li><li>\u73af\u5883\u68c0\u67e5 <code>node -v<\/code>\uff08\u9700 Node 24.15+ \u6216 22.22.3+\uff09\u3001<code>which openclaw<\/code>\uff08nvm\/volta \u4e0e \/usr\/lib \u91cd\u590d\u5b89\u88c5\u662f\u7ecf\u5178\u5751\uff09\uff1b<\/li><li><code>openclaw update --channel stable<\/code> \u6216 <code>npm install -g openclaw@latest<\/code>\uff1b<\/li><li><code>openclaw doctor --fix<\/code>\uff08\u4f1a\u5bf9&#8221;Update gateway service config&#8221;\u7b54 Yes\uff0c\u91cd\u5199 systemd user unit\uff09\u2192 <code>openclaw gateway restart<\/code> \u2192 <code>gateway status<\/code>\uff1b<\/li><li><strong>\u6309\u529f\u80fd\u9a8c\u8bc1\u800c\u975e\u6309\u72b6\u6001<\/strong>\uff1a\u771f\u5b9e\u53d1\u6d88\u606f\u8fc7\u6bcf\u4e2a\u9891\u9053\uff08\u5fae\u4fe1\/\u98de\u4e66\/\u9489\u9489\uff09\u3001<code>\/feishu doctor<\/code>\u3001\u786e\u8ba4 cron \u4ecd\u89e6\u53d1\u3002<\/li><\/ol>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>Config warnings \u5206\u8bca<\/strong>\uff08\u5347\u7ea7\u540e\u7b2c\u4e00\u56f0\u60d1\uff09\uff1a\u9891\u9053\u80fd\u804a\u5c31\u4e0d\u8981\u91cd\u88c5\u63d2\u4ef6\uff0c\u53ea\u6e05\u7406 <code>~\/.openclaw\/openclaw.json<\/code> \u91cc <code>plugins.entries<\/code>\/<code>plugins.allow<\/code> \u7684\u5b64\u513f\u6761\u76ee\u3002<\/li><li><strong>claw-install.sh \u67b6\u6784<\/strong>\uff08references\/install-architecture.md\uff0c103 \u884c\uff09\uff1a\n<ul><li>\u5165\u53e3\u811a\u672c\u672c\u8eab\u4e0d\u88c5\u4e1c\u897f\uff0c\u5e76\u884c\u8dd1\u4e24\u4e2a\u5b50\u811a\u672c\uff1a<code>kimiim\/install.sh<\/code>\uff08\u88c5 <code>kimiim-cli<\/code> \u5230 <code>~\/.local\/bin\/<\/code> + 3 \u4e2a\u6280\u80fd kimiim\/worker-safety\/time-awareness \u5230 <code>~\/.openclaw\/workspace\/skills\/<\/code>\uff09\u548c\u4e3b <code>install.sh<\/code>\uff08\u88c5 kimi-claw \u6865\u63a5\u63d2\u4ef6\uff09\u3002<\/li><li>\u4e3b\u63d2\u4ef6\u6d41\u7a0b\uff1a\u4e0b\u8f7d tgz \u2192 \u89e3\u538b\u5230 <code>~\/.openclaw\/extensions\/kimi-claw<\/code> \u2192 <code>npm install --omit=dev<\/code> \u2192 <code>openclaw plugins install<\/code> \u6ce8\u518c \u2192 \u5199 WSS \u6865\u63a5\u914d\u7f6e\u8fdb <code>~\/.openclaw\/openclaw.json<\/code> \u2192 <code>gateway restart<\/code>\u3002<\/li><li>\u6865\u63a5\u673a\u5236\uff1a\u63d2\u4ef6\u4f5c\u4e3a WSS \u5ba2\u6237\u7aef\u8fde <code>wss:\/\/www.kimi.com\/api-claw\/bots\/agent-ws<\/code>\uff0c\u7528 <code>--bot-token<\/code>\uff08\u683c\u5f0f <code>km_b_prod_...<\/code>\uff09\u8ba4\u8bc1\uff1b\u6a21\u578b\uff08K2.6\/K3\uff0c<code>model: kimi-coding\/k3<\/code>\uff0c\u4e0a\u4e0b\u6587 1.0m\uff09\u548c\u989d\u5ea6\u6765\u81ea Kimi \u4f1a\u5458\uff0c<strong>\u4e0d\u9700\u8981\u672c\u5730 API key<\/strong>\u3002<\/li><li>\u53ef\u9009\u53c2\u6570\uff1a<code>--with-search-plugin<\/code>\uff08\u88c5 kimi-search\uff09\u3001<code>--gateway-url\/--gateway-token\/--agent-id<\/code>\uff08\u79c1\u6709\u7f51\u5173\uff09\u3001<code>--shell-enabled<\/code>\u3001<code>--log-enabled<\/code>\u3001prompt \u8d85\u65f6\u9ed8\u8ba4 1800000ms\u3002<\/li><li><strong>\u9891\u9053\u8fde\u63a5\u5668\uff08weixin\/feishu\/qqbot\uff09\u88c5\u5728 OpenClaw \u5b9e\u4f8b\u672c\u5730<\/strong>\uff0c\u4e0d\u662f\u4e91\u7aef\u2014\u2014\u7528\u6237\u4eb2\u81ea\u4e0b\u8f7d\u63d2\u4ef6\u5305\u9a8c\u8bc1\u540e\u7ea0\u6b63\u8fc7\u8fd9\u4e2a\u9519\u8bef\u8bf4\u6cd5\u3002<\/li><\/ul><\/li><li><strong>\u65e0\u516c\u7f51 IP \u7684\u57df\u540d\u66b4\u9732<\/strong>\uff08references\/networking-tunnel.md\uff0c92 \u884c\uff09\uff1a\u63a8\u8350 Cloudflare Tunnel + \u963f\u91cc\u4e91 DNS CNAME\uff08\u4e0d\u9700\u8981\u8fc1 NS\uff09\uff1aZero Trust \u2192 Networks \u2192 Tunnels \u5efa\u96a7\u9053 \u2192 \u670d\u52a1\u5668\u88c5 <code>cloudflared<\/code> \u2192 \u52a0 Public Hostname \u6307 <code>localhost:&lt;openclaw-port&gt;<\/code>\uff08\u7aef\u53e3\u7528 <code>ss -tlnp<\/code> \u627e\uff09\u2192 \u963f\u91cc\u4e91\u89e3\u6790\u52a0 CNAME \u5230 <code>&lt;tunnel-id&gt;.cfargotunnel.com<\/code>\u3002\u5907\u9009\uff1aEIP\/SLB\/NAT-DNAT\/FRP\/IPv6\/Tailscale\uff0c\u9644\u9009\u578b\u8868\u3002<\/li><li>5 \u6761\u5751\u5168\u90e8\u5e26&#8221;observed&#8221;\u6807\u6ce8\uff0c\u4f8b\u5982&#8221;global install verify ERROR \u2260 \u5347\u7ea7\u5931\u8d25\uff0c\u5148 <code>which openclaw<\/code>&#8220;\u3002<\/li><\/ul>\n\n\n\n<h2 id=\"2-appuserauth-%25e7%25ac%25ac%25e4%25b8%2589%25e6%2596%25b9%25e5%2587%25ad%25e8%25af%2581%25e7%259a%2584%25e6%25b3%25a8%25e5%2585%25a5%25e7%2582%25b9\" class=\"wp-block-heading\">2. \/app\/.user\/auth\/ \u2014\u2014 \u7b2c\u4e09\u65b9\u51ed\u8bc1\u7684\u6ce8\u5165\u70b9<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u7ed3\u6784\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\/app\/.user\/auth\/\n\u251c\u2500\u2500 dws\/\n\u2502   \u251c\u2500\u2500 .dws\/                      # \u7a7a\u76ee\u5f55\n\u2502   \u2514\u2500\u2500 .local\/share\/dws-cli\/      # \u7a7a\u76ee\u5f55\n\u2514\u2500\u2500 lark\/\n    \u251c\u2500\u2500 .lark-cli\/                 # \u7a7a\u76ee\u5f55\n    \u2514\u2500\u2500 .local\/share\/lark-cli\/     # \u7a7a\u76ee\u5f55<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5f53\u524d\u5168\u90e8\u4e3a\u7a7a<\/strong>\uff08find \u4ec5\u8fd4\u56de\u76ee\u5f55\u9879\uff0c\u65e0\u4efb\u4f55\u6587\u4ef6\uff09\u3002\u7ed3\u5408 \u00a73 \u7684\u8fd0\u884c\u65f6\u72b6\u6001\u53ef\u4ee5\u786e\u8ba4\u8bbe\u8ba1\u610f\u56fe\uff1aportal \u628a\u7528\u6237\u8d26\u53f7\u4f53\u7cfb\u91cc\u5df2\u6388\u6743\u7684\u7b2c\u4e09\u65b9\u51ed\u8bc1\uff08\u9489\u9489\u3001\u98de\u4e66\uff09\u6309&#8221;CLI \u5404\u81ea\u7684\u5bb6\u76ee\u5f55\u5e03\u5c40&#8221;\u4e0b\u53d1\u6210\u76ee\u5f55\u6811\uff0cCLI \u542f\u52a8\u65f6\u4ece\u8fd9\u91cc\u8bfb\u5230 token \u5373\u662f\u767b\u5f55\u6001\u3002\u672c\u6b21\u4f1a\u8bdd\u7528\u6237\u672a\u6388\u6743\u9489\u9489\/\u98de\u4e66\uff0c\u6240\u4ee5\u53ea\u6709\u9aa8\u67b6\u76ee\u5f55\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u662f\u503c\u5f97\u6ce8\u610f\u7684\u6a21\u5f0f\uff1a<strong>\u51ed\u8bc1\u4e0d\u8fdb\u73af\u5883\u53d8\u91cf\u3001\u4e0d\u8fdb\u914d\u7f6e\u6587\u4ef6\u660e\u6587<\/strong>\uff0c\u800c\u662f\u901a\u8fc7\u4e91\u5b58\u50a8\u89c6\u56fe\u6309\u8def\u5f84\u6295\u653e\uff0c\u6c99\u7bb1\u672c\u8eab\u4e0d\u6301\u4e45\u5316\uff08\u4f1a\u8bdd\u9500\u6bc1\u5373\u6d88\u5931\uff09\u3002<\/p>\n\n\n\n<h2 id=\"3-homekimiclitools-%25e9%25a2%2584%25e8%25a3%2585%25e7%259a%2584%25e7%25ac%25ac%25e4%25b8%2589%25e6%2596%25b9%25e5%25b9%25b3%25e5%258f%25b0-cli\" class=\"wp-block-heading\">3. \/home\/kimi\/.cli-tools\/ \u2014\u2014 \u9884\u88c5\u7684\u7b2c\u4e09\u65b9\u5e73\u53f0 CLI<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e24\u4e2a npm \u5168\u5c40\u5f0f\u5e03\u5c40\u7684\u5de5\u5177\uff08<code>bin\/<\/code> \u7b26\u53f7\u94fe\u63a5\u5230 <code>lib\/node_modules\/<pkg>\/<\/code>\uff09\uff0c\u5747\u4e3a\u955c\u50cf\u5185\u7f6e\uff08Aug 6 03:46-03:47\uff09\uff1a<\/p>\n\n\n\n<h3 id=\"dwscli%25e9%2592%2589%25e9%2592%2589\" class=\"wp-block-heading\">dws-cli\uff08\u9489\u9489\uff09<\/h3>\n\n\n\n<ul class=\"wp-block-list\"><li>\u5305\uff1a<code>dingtalk-workspace-cli@1.0.35<\/code>\uff08github.com\/open-dingtalk\/dingtalk-workspace-cli\uff0cApache-2.0\uff09\u3002<\/li><li><code>bin\/dws<\/code> \u662f Node \u5305\u88c5\u5668\uff0c\u771f\u6b63\u5e72\u6d3b\u7684\u662f <code>vendor\/dws<\/code>\uff0814.4 MB \u7f16\u8bd1\u4e8c\u8fdb\u5236\uff0cGo \u98ce\u683c CLI\uff09\u3002<\/li><li>\u80fd\u529b\uff1a<code>dws --help<\/code> \u663e\u793a\u5b83\u628a\u9489\u9489 MCP \u670d\u52a1\u5305\u6210\u547d\u4ee4\u6811\uff0c\u5171 20+ \u4e2a\u670d\u52a1\u57df\u2014\u2014<code>doc<\/code>\uff08\u9489\u9489\u6587\u6863\u8bfb\u5199\/\u5757\u7ea7\u7f16\u8f91\uff09\u3001<code>drive<\/code>\uff08\u4e91\u76d8\uff09\u3001<code>chat<\/code>\u3001<code>contact<\/code>\uff08\u901a\u8baf\u5f55\uff09\u3001<code>calendar<\/code>\u3001<code>attendance<\/code>\uff08\u8003\u52e4\uff09\u3001<code>oa<\/code>\uff08\u5ba1\u6279\uff09\u3001<code>todo<\/code>\u3001<code>wiki<\/code>\u3001<code>mail<\/code>\u3001<code>minutes<\/code>\uff08AI \u542c\u8bb0\uff09\u3001<code>aitable<\/code>\u3001<code>sheet<\/code>\u3001<code>report<\/code> \u7b49\uff1b\u53e6\u6709 <code>api<\/code>\uff08\u88f8 OpenAPI \u8c03\u7528\uff09\u3001<code>auth<\/code>\u3001<code>doctor<\/code>\u3001<code>schema<\/code>\u3001<code>plugin<\/code> \u7b49\u5de5\u5177\u547d\u4ee4\u3002<\/li><li>\u5305\u5185\u81ea\u5e26\u6280\u80fd\u5305\uff1a<code>lib\/node_modules\/dingtalk-workspace-cli\/share\/skills\/<\/code>\uff08SKILL.md + mono\/multi\/references\/scripts\uff09\uff0c\u5373&#8221;CLI + \u6559 agent \u7528 CLI \u7684 skill&#8221;\u6346\u7ed1\u5206\u53d1\u3002<\/li><li>\u8fd0\u884c\u65f6\u72b6\u6001\uff1a<code>~\/.dws\/<\/code> \u7531 CLI \u8fd0\u884c\u65f6\u521b\u5efa\uff08Aug 18 09:20\uff0c\u4e0e\u672c\u8282\u91c7\u96c6\u540c\u65f6\uff09\uff0c\u542b <code>identity.json<\/code>\uff0875B\uff0cmode 600\uff09\u3001<code>logs\/dws.log<\/code>\u3001<code>cache\/<\/code>\u3002<strong>\u672a\u767b\u5f55<\/strong>\uff1a<code>dws auth status<\/code> \u8fd4\u56de <code>{\"success\":true,\"authenticated\":false,\"message\":\"\u672a\u767b\u5f55\"}<\/code>\u3002<\/li><\/ul>\n\n\n\n<h3 id=\"larkcli%25e9%25a3%259e%25e4%25b9%25a6lark\" class=\"wp-block-heading\">lark-cli\uff08\u98de\u4e66\/Lark\uff09<\/h3>\n\n\n\n<ul class=\"wp-block-list\"><li>\u5305\uff1a<code>@larksuite\/cli@1.0.50<\/code>\uff08\u5b98\u65b9\uff0cgithub.com\/larksuite\/cli\uff0cMIT\uff09\uff0c\u540c\u6837\u662f Node \u5305\u88c5\u5668 + \u7f16\u8bd1\u4e8c\u8fdb\u5236\uff08<code>bin\/lark-cli<\/code>\uff0c\u652f\u6301\u81ea\u66f4\u65b0\u5d29\u6e83\u6062\u590d <code>.old<\/code> \u56de\u6eda\u903b\u8f91\uff09\u3002<\/li><li>\u7528\u6cd5\uff1a<code>lark-cli &lt;command&gt; [subcommand] [method]<\/code>\uff0c\u5982 <code>lark-cli calendar +agenda<\/code>\u3001<code>lark-cli contact +search-user --query \"John\"<\/code>\u3001\u901a\u7528 <code>lark-cli api GET \/open-apis\/...<\/code>\u3002<\/li><li>\u5e2e\u52a9\u91cc\u660e\u786e\u5199\u7740 &#8220;AI AGENT SKILLS: lark-cli pairs with AI agent skills (Claude Code, etc.)&#8221;\uff0c\u5b89\u88c5\u65b9\u5f0f\u662f <code>npx skills add larksuite\/cli -g -y<\/code>\u2014\u2014<strong>\u8fd9\u5957 CLI \u7684\u8bbe\u8ba1\u76ee\u6807\u5c31\u662f\u7ed9 agent \u7528<\/strong>\u3002<\/li><li>\u8ba4\u8bc1\uff1aDevice Flow\uff08<code>lark-cli auth login<\/code> \u8f93\u51fa\u9a8c\u8bc1 URL\uff0c\u6d4f\u89c8\u5668\u626b\u7801\uff09\u3002\u8fd0\u884c\u65f6\u72b6\u6001\uff1a<strong>\u672a\u914d\u7f6e<\/strong>\uff08<code>auth status<\/code> \u8fd4\u56de <code>not_configured<\/code>\uff0chint \u8ba9\u8dd1 <code>config init --new<\/code>\uff09\u3002<code>~\/.lark-cli\/<\/code> \u53ea\u6709\u7a7a <code>cache\/<\/code>\u3002<\/li><\/ul>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\"><p>\u6ce8\u610f\uff1a\u7cfb\u7edf\u63d2\u4ef6\u76ee\u5f55\u91cc\u4e5f\u6709\u4e00\u4e2a <code>lark<\/code> \u63d2\u4ef6\uff08portal \u4e0b\u53d1\uff09\uff0c\u4e0e\u8fd9\u91cc\u7684 lark-cli \u662f\u4e24\u6761\u8def\u2014\u2014\u63d2\u4ef6\u8d70 Kimi \u63d2\u4ef6\u534f\u8bae\uff0cCLI \u8d70\u672c\u5730\u547d\u4ee4\u884c+\u5b98\u65b9\u5f00\u653e\u5e73\u53f0\u3002<\/p><\/blockquote>\n\n\n\n<h2 id=\"4-homekimi-%25e4%25b8%258b%25e5%2585%25b6%25e4%25bd%2599%25e7%2594%25a8%25e6%2588%25b7%25e6%2580%2581%25e7%259b%25ae%25e5%25bd%2595\" class=\"wp-block-heading\">4. \/home\/kimi\/ \u4e0b\u5176\u4f59\u7528\u6237\u6001\u76ee\u5f55<\/h2>\n\n\n\n<ul class=\"wp-block-list\"><li><strong><code>\/home\/kimi\/.agents\/skills\/<\/code><\/strong>\uff1a<strong>\u7a7a\u76ee\u5f55\uff0c\u4e0d\u662f\u7b26\u53f7\u94fe\u63a5<\/strong>\uff08<code>drwxr-xr-x 2 kimi kimi<\/code>\uff0cAug 6 03:47\uff09\u3002\u955c\u50cf\u9884\u7559\u7684\u7528\u6237\u7ea7\u6280\u80fd\u5b89\u88c5\u4f4d\uff08\u5bf9\u5e94 <code>npx skills add<\/code> \u8fd9\u7c7b\u5de5\u5177\u7684\u5bb6\u76ee\u5f55\u7ea6\u5b9a\uff09\uff0c\u672c\u6c99\u7bb1\u91cc\u7528\u6237\u6280\u80fd\u5b9e\u9645\u8d70\u7684\u662f <code>\/app\/.user\/skills\/<\/code>\uff08portal \u4e91\u540c\u6b65\uff09\uff0c\u6240\u4ee5\u8fd9\u4e2a\u76ee\u5f55\u7a7a\u7740\u3002agent \u8fdb\u7a0b PATH \u91cc\u4e5f\u6ca1\u6709\u5b83\u3002<\/li><li><strong><code>\/home\/kimi\/.kimi-slides\/<\/code><\/strong>\uff1a\u7cfb\u7edf\u6280\u80fd <code>kimi-slides<\/code>\uff08Moonshot \u7b2c\u4e00\u65b9 PPT \u6280\u80fd\uff0c\u5b9a\u4e49 .pptd YAML DSL over OOXML\uff09\u7684\u914d\u5957\u8d44\u6e90\uff1a\n<ul><li><code>fonts\/<\/code>\uff1a20+ \u4e2a\u7f16\u53f7 TTF\uff0801-Liter \u2026 12-MiSans\u300113-Noto-Sans-SC\u300114-SourceHanSerif\u300115-AlimamaDaoLiTi\u300122-SmileySans \u7b49\uff0c\u4e2d\u82f1\u6587\u6df7\u6392\uff09\uff1b<\/li><li><code>install-state<\/code>\uff1a<code>schema_version=1<\/code> + <code>fonts_sha256=1ef2594...<\/code> + <code>fonts_installed=true<\/code>\u2014\u2014\u5185\u5bb9\u5bfb\u5740\u7684\u5e42\u7b49\u5b89\u88c5\u6807\u8bb0\uff0c\u5b57\u4f53\u5305\u53d8\u4e86\u624d\u91cd\u88c5\u3002<\/li><li>\u914d\u5957 CLI \u5728 PATH \u6700\u524d\uff1a<code>\/app\/.ppt<\/code>\uff08agent \u8fdb\u7a0b PATH \u7b2c\u4e00\u9879\uff0c\u6392\u5728 skills \u6a21\u677f node_modules\/.bin \u4e4b\u524d\uff09\u3002<\/li><\/ul><\/li><li><strong><code>\/home\/kimi\/.config\/<\/code><\/strong>\uff1a\u53ea\u6709 <code>chromium\/<\/code>\uff08Crash Reports \u76ee\u5f55\u6811\uff0c\u65e0 Preferences\/Cookies \u7b49\u53ef\u89c1\u5185\u5bb9\uff0cmode 700\uff09\u3002\u6d4f\u89c8\u5668\u6301\u4e45\u6863\u6848\u4e0d\u653e\u5728\u6807\u51c6\u4f4d\u7f6e\u6216\u7531 browser-guard \u53e6\u884c\u7ba1\u7406\u3002<\/li><li><strong><code>.bashrc<\/code> \u589e\u8865<\/strong>\uff1a<code>export PATH=\/home\/kimi\/.local\/bin:\/home\/kimi\/.npm-global\/bin:$PATH<\/code> + <code>NODE_PATH=\/home\/kimi\/.npm-global\/lib\/node_modules<\/code>\uff08\u6ce8\u610f\uff1a<code>.cli-tools\/*\/bin<\/code> \u4e0d\u5728 PATH\uff0c\u9700\u5168\u8def\u5f84\u8c03\u7528\uff09\u3002<\/li><li><strong><code>.gitconfig<\/code><\/strong>\uff1a<code>user.email=agent@example.com \/ name=agent<\/code>\uff0c<code>safe.directory=*<\/code>\u2014\u2014agent \u8eab\u4efd + \u4efb\u610f\u76ee\u5f55\u53ef\u64cd\u4f5c\u7684\u5bbd\u677e\u914d\u7f6e\u3002<\/li><li><strong><code>.npmrc<\/code><\/strong>\uff08mode 600\uff09\uff1a<code>prefix=\/home\/ki...<\/code>\u3001<code>cache=\/home\/ki...<\/code>\uff08\u6307\u5411 .npm-global \/ .npm-cache\uff0c\u5df2\u8131\u654f\uff1b\u672a\u89c1 registry token \u5b57\u6bb5\uff09\u3002<\/li><li><strong><code>.dotnet\/<\/code>\u3001<code>.nuget\/<\/code>\u3001<code>.ipython\/<\/code><\/strong>\uff1a\u9884\u88c5\u7684 .NET \u4e0e Jupyter \u751f\u6001\u7528\u6237\u6001\u3002<\/li><li><strong><code>.Xauthority<\/code><\/strong>\uff1akasmvnc\/Xvnc \u4f1a\u8bdd\u7684 X \u8ba4\u8bc1 cookie\uff08115B\uff0cmode 600\uff09\u3002<\/li><\/ul>\n\n\n\n<h2 id=\"5-portal-%25e4%25b8%258b%25e5%258f%2591%25e7%259a%2584%25e7%25bd%2591%25e5%2585%25b3%25e5%2587%25ad%25e8%25af%2581%25e8%2584%25b1%25e6%2595%258f%25e8%25ae%25b0%25e5%25bd%2595\" class=\"wp-block-heading\">5. portal \u4e0b\u53d1\u7684\u7f51\u5173\u51ed\u8bc1\uff08\u8131\u654f\u8bb0\u5f55\uff09<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><code>\/mnt\/portal-overlay\/.agent-gw.json<\/code>\uff08\u53ea\u8bfb 186B\uff09\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code lang=\"json\">{\n  \"api_key\": \"sk-kimi-8OQEd910...\uff08\u5df2\u8131\u654f\uff0c64\u4f4d sk-kimi- \u524d\u7f00\u5bc6\u94a5\uff09\",\n  \"base_url\": \"https:\/\/agent-gw.kimi.com\/coding\",\n  \"kimi_chat_id\": \"1a014098-****-****-****-********15cb\"\n}<\/code><\/pre>\n\n\n\n<ul class=\"wp-block-list\"><li>\u5b58\u5728\uff1a\u662f\u3002\u7528\u9014\uff1aagent \u8c03 Moonshot \u6a21\u578b\u7684\u7f51\u5173\u51ed\u8bc1\uff08base_url \u8def\u5f84 <code>\/coding<\/code> \u8868\u660e\u662f coding \u5957\u9910\u901a\u9053\uff09\uff0c\u5916\u52a0\u7ed1\u5b9a\u4f1a\u8bdd\u7684 chat_id\u3002<\/li><li>\u5b58\u653e\u4f4d\u7f6e\uff1aportal FUSE \u53ea\u8bfb\u6587\u4ef6\uff0c\u4e0d\u8fdb\u73af\u5883\u53d8\u91cf\uff08\u8fdb\u7a0b environ \u91cc\u672a\u89c1\uff09\uff0c\u7531 agent \u8fdb\u7a0b\u81ea\u884c\u8bfb\u53d6\u3002<\/li><li>\u8fd9\u5370\u8bc1 OpenClaw \u6280\u80fd\u91cc\u7684\u8bf4\u6cd5\uff1a<strong>\u6a21\u578b\u989d\u5ea6\u8d70 Kimi \u4f1a\u5458\u4f53\u7cfb + \u7f51\u5173\u96c6\u4e2d\u9274\u6743\uff0c\u672c\u5730\u4e0d\u6301\u6709\u957f\u671f\u5bc6\u94a5<\/strong>\uff1b\u8be5 key \u5e94\u4e3a\u4f1a\u8bdd\u7ea7\u77ed\u671f\u51ed\u8bc1\uff08\u968f\u6c99\u7bb1\u9500\u6bc1\u5931\u6548\uff09\u3002<\/li><\/ul>\n\n\n\n<h2 id=\"6-%25e7%2594%25a8%25e6%2588%25b7%25e6%2580%2581-vs-%25e7%25b3%25bb%25e7%25bb%259f%25e9%25a2%2584%25e7%25bd%25ae%25e6%2580%2581%25e7%259a%2584%25e5%2588%2586%25e7%2595%258c%25e7%25bb%2593%25e8%25ae%25ba\" class=\"wp-block-heading\">6. \u7528\u6237\u6001 vs \u7cfb\u7edf\u9884\u7f6e\u6001\u7684\u5206\u754c\uff08\u7ed3\u8bba\uff09<\/h2>\n\n\n\n<ol class=\"wp-block-list\"><li><strong>\u7cfb\u7edf\u5c42<\/strong>\uff08\u955c\u50cf\u70e4\u5165\uff0c269 \u6280\u80fd + \u8fd0\u884c\u65f6 + CLI \u5de5\u5177\uff09\uff1a\u65f6\u95f4\u6233\u96c6\u4e2d\u5728 Aug 5\u201311\uff0c\u5c5e\u955c\u50cf\u6784\u5efa\u4ea7\u7269\uff1b\u5347\u7ea7\u9760\u6362\u955c\u50cf\u3002<\/li><li><strong>portal \u4e91\u540c\u6b65\u5c42<\/strong>\uff08<code>.user\/skills<\/code>\u3001<code>.user\/auth<\/code>\u3001<code>.agents\/plugins<\/code>\u3001<code>.vault<\/code>\u3001<code>.websites-templates<\/code>\u3001<code>.agent-gw.json<\/code>\uff09\uff1a\u6c99\u7bb1\u542f\u52a8\u65f6\u5efa\u7acb\u7b26\u53f7\u94fe\u63a5\u63a5\u5165 FUSE \u89c6\u56fe\uff0c<strong>\u6309\u8d26\u53f7\u5b9e\u65f6\u4e0b\u53d1\u3001\u53ef\u70ed\u66f4\u65b0<\/strong>\u2014\u2014\u8fd9\u662f&#8221;\u7528\u6237\u81ea\u5e26\u5185\u5bb9&#8221;\u4e0e&#8221;\u5e73\u53f0\u52a8\u6001\u914d\u7f6e&#8221;\u7684\u7edf\u4e00\u901a\u9053\u3002<\/li><li><strong>\u672c\u5730\u8fd0\u884c\u6001<\/strong>\uff08<code>~\/.dws<\/code>\u3001<code>~\/.lark-cli<\/code>\u3001<code>.cache<\/code> \u7b49\uff09\uff1aCLI\/\u7a0b\u5e8f\u8fd0\u884c\u65f6\u5728 overlay2 upper \u5c42\u73b0\u5efa\uff0c\u4f1a\u8bdd\u7ea7\u6301\u4e45\u3002<\/li><li>\u7528\u6237\u6280\u80fd\u4e0e\u7cfb\u7edf\u6280\u80fd<strong>\u540c\u6784<\/strong>\uff08\u540c\u6837\u7684 SKILL.md + frontmatter \u89c4\u8303\uff09\uff0cagent \u4fa7\u5927\u6982\u7387\u53ea\u662f\u5408\u5e76\u626b\u63cf <code>\/app\/.agents\/skills<\/code> + <code>\/app\/.user\/skills<\/code> \u4e24\u4e2a\u76ee\u5f55\uff1b<code>\/home\/kimi\/.agents\/skills<\/code> \u662f\u53e6\u4e00\u4e2a\u9884\u7559\u4f4d\u4f46\u5f53\u524d\u672a\u542f\u7528\u3002<\/li><li>\u7b2c\u4e09\u65b9\u96c6\u6210\uff08\u9489\u9489\/\u98de\u4e66\uff09\u91c7\u53d6&#8221;<strong>CLI \u9884\u88c5 + \u51ed\u8bc1\u6309\u5bb6\u76ee\u5f55\u5e03\u5c40\u4ece portal \u6295\u653e<\/strong>&#8220;\u7684\u89e3\u8026\u8bbe\u8ba1\uff1a\u5de5\u5177\u5728\u955c\u50cf\u91cc\uff0c\u8eab\u4efd\u5728\u4e91\u4e0a\uff0c\u6c99\u7bb1\u672c\u8eab\u65e0\u79d8\u5bc6\u3002<\/li><\/ol>\n\n\n\n<h2 id=\"7-%25e5%25af%25b9-hermes-%25e7%259a%2584%25e5%2590%25af%25e7%25a4%25ba%25e8%25af%25a6%25e8%25a7%2581%25e5%259b%259e%25e6%258a%25a5%25e6%2580%25bb%25e7%25bb%2593\" class=\"wp-block-heading\">7. \u5bf9 Hermes \u7684\u542f\u793a\uff08\u8be6\u89c1\u56de\u62a5\u603b\u7ed3\uff09<\/h2>\n\n\n\n<ul class=\"wp-block-list\"><li>\u5206\u5c42\u6a21\u578b\uff1a\u955c\u50cf\u5c42 \/ \u8d26\u53f7\u540c\u6b65\u5c42\uff08\u7c7b portal FUSE + \u7b26\u53f7\u94fe\u63a5\u63a5\u5165\u70b9\uff09\/ \u4f1a\u8bdd\u672c\u5730\u5c42\u3002<\/li><li>\u6280\u80fd\u5373\u6570\u636e\uff1a\u7528\u6237\u6280\u80fd\u7528\u4e0e\u7cfb\u7edf\u6280\u80fd\u5b8c\u5168\u76f8\u540c\u7684\u683c\u5f0f\u4ece\u4e91\u7aef\u4e0b\u53d1\uff0c\u65e0\u9700\u7279\u6b8a\u52a0\u8f7d\u8def\u5f84\u3002<\/li><li>CLI+skill \u6346\u7ed1\u5206\u53d1 + \u51ed\u8bc1\u4e0e\u5de5\u5177\u5206\u79bb\u7684\u6295\u653e\u65b9\u5f0f\u3002<\/li><li>openclaw-selfhost-ops \u6574\u4efd runbook \u53ef\u76f4\u63a5\u4f5c\u4e3a Hermes \u8fd0\u7ef4 Kimi Claw \u81ea\u5efa\u5b9e\u4f8b\u7684\u77e5\u8bc6\u5e93\u7d20\u6750\u3002<\/li><\/ul>\n\n\n\n<h2 id=\"%25e9%2599%2584%25e9%2587%2587%25e9%259b%2586%25e5%258f%2597%25e9%2599%2590%25e8%25af%25b4%25e6%2598%258e\" class=\"wp-block-heading\">\u9644\uff1a\u91c7\u96c6\u53d7\u9650\u8bf4\u660e<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u91c7\u96c6\u672b\u6bb5\uff08\u7ea6 17:25 \u8d77\uff09\u6c99\u7bb1 frpc \u96a7\u9053\u65ad\u5f00\uff08127.0.0.1:12222\/18080 \u5747 connection refused\uff0c\u672c\u673a frps \u6b63\u5e38\u3001\u5176\u4f59\u4ee3\u7406\u7aef\u53e3\u5728\u542c\uff09\uff0c\u591a\u6b21\u91cd\u8bd5\u672a\u6062\u590d\u3002\u4ee5\u4e0b\u6b21\u8981\u9879\u672a\u80fd\u8865\u91c7\uff1a<code>~\/.dws\/identity.json<\/code> \u7684\u5177\u4f53\u5b57\u6bb5\uff08\u4ec5\u77e5 75B\/mode 600\uff09\u3001<code>\/app\/.ppt\/<\/code> \u76ee\u5f55\u5185\u5bb9\u3001<code>.kimi-slides\/fonts<\/code> \u7cbe\u786e\u6570\u91cf\uff08\u5df2\u5217 20 \u4e2a\uff09\u3002\u5747\u4e0d\u5f71\u54cd\u672c\u8282\u7ed3\u8bba\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u2190 \u8fd4\u56de\u4e3b\u62a5\u544a\uff1aKimi Agent\uff08\u4e91\u7aef\u6c99\u7bb1\uff09\u6280\u672f\u62a5\u544a \uff5c GitHub \u539f\u6587 \u5408\u89c4\u4e0e\u98ce\u9669\u58f0\u660e\uff1a\u672c\u62a5\u544a\u4e3a\u5b89\u5168 &hellip; <a href=\"https:\/\/tongchun.website\/index.php\/kimiagent-11-user-layer\/\" class=\"more-link\">\u7ee7\u7eed\u9605\u8bfb<span class=\"screen-reader-text\">\u201c11. \u7528\u6237\u81ea\u5b9a\u4e49\u5c42\u4e0e CLI \u5de5\u5177\uff0811-user-layer\uff09\u201d<\/span><\/a><\/p>\n","protected":false},"author":55404,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"wpai_generated_summary":"","wpai_meta_description":"","footnotes":""},"class_list":["post-1877","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/tongchun.website\/index.php\/wp-json\/wp\/v2\/pages\/1877","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/tongchun.website\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/tongchun.website\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/tongchun.website\/index.php\/wp-json\/wp\/v2\/users\/55404"}],"replies":[{"embeddable":true,"href":"https:\/\/tongchun.website\/index.php\/wp-json\/wp\/v2\/comments?post=1877"}],"version-history":[{"count":1,"href":"https:\/\/tongchun.website\/index.php\/wp-json\/wp\/v2\/pages\/1877\/revisions"}],"predecessor-version":[{"id":1897,"href":"https:\/\/tongchun.website\/index.php\/wp-json\/wp\/v2\/pages\/1877\/revisions\/1897"}],"wp:attachment":[{"href":"https:\/\/tongchun.website\/index.php\/wp-json\/wp\/v2\/media?parent=1877"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}