{"id":1852,"date":"2026-08-08T22:37:39","date_gmt":"2026-08-08T14:37:39","guid":{"rendered":"https:\/\/tongchun.website\/index.php\/2026\/kimi-skill-migration\/"},"modified":"2026-08-08T22:42:55","modified_gmt":"2026-08-08T14:42:55","slug":"kimi-skill-migration","status":"publish","type":"post","link":"https:\/\/tongchun.website\/index.php\/2026\/kimi-skill-migration\/","title":{"rendered":"\u628a Kimi Agent \u7684 269 \u4e2a Skill \u63a5\u8fdb\u81ea\u5df1\u7684 Agent"},"content":{"rendered":"\n

\u5199\u5728\u6700\u524d\uff1aKIMI AGENT \u73af\u5883\u4e3aLinux\uff0cSKILL\u4e2d\u4f17\u591a\u547d\u4ee4\u5728WIN\/MAC\u73af\u5883\u4e0b\u65e0\u6cd5\u8fd0\u884c\uff0c\u5982\u9700\u79fb\u690d\u81f3WIN\/MAC\u73af\u5883\uff0c\u9700\u4fee\u6539SKILL\u6587\u4ef6\u6216\u6dfb\u52a0\u524d\u7f6eprompt\uff0c\u5747\u9700\u6d88\u8017\u5927\u91cfToken\u3002\u6240\u4ee5\u5efa\u8bae\u79fb\u690d\u5230Linux\u73af\u5883\u8fd0\u884c\u7684Agent<\/mark><\/strong><\/p>\n\n\n\n

\u6628\u665a\u5e72\u4e86\u4ef6\u633a\u6709\u610f\u601d\u7684\u4e8b\u2014\u2014\u628a Kimi Agent\uff08Moonshot AI\uff09\u8fd0\u884c\u73af\u5883\u91cc\u7684 269
\n\u4e2a Skill\uff0c\u539f\u5c01\u4e0d\u52a8\u63a5\u5230\u4e86\u6211\u81ea\u5df1\u7684 Agent \u670d\u52a1\u5668\u4e0a\u3002<\/p>\n\n\n\n

docx \u751f\u6210\u3001PPT
\n\u5236\u4f5c\u3001\u5168\u6808\u5e94\u7528\u6784\u5efa\u3001\u8d22\u62a5\u5206\u6790\u3001\u7b80\u5386\u4f18\u5316\u2026\u2026\u8fd9\u4e9b\u80fd\u529b\uff0c\u73b0\u5728\u672c\u5730 Agent
\n\u4e5f\u80fd\u76f4\u63a5\u8c03\u7528\u3002<\/p>\n\n\n\n

\u5199\u7bc7\u8bb0\u5f55\u3002<\/p>\n\n\n\n\n\n\n\n

\n\n\n\n

\u80cc\u666f<\/h2>\n\n\n\n

Kimi Agent \u548c OpenClaw \u90fd\u662f\u8ba9 AI
\n\u8c03\u7528\u5916\u90e8\u5de5\u5177\u505a\u4e8b\u7684\u6846\u67b6\uff0c\u4f46\u601d\u8def\u4e0d\u592a\u4e00\u6837\u3002Kimi \u7684 Skill \u5e93\u975e\u5e38\u4e30\u5bcc\u2014\u2014\u751f\u6210
\nWord \u6587\u6863\u3001\u505a Excel \u8868\u683c\u3001\u5199\u7f51\u9875\u5e94\u7528\u3001\u5904\u7406 PDF\u3001\u505a
\nPPT\uff0c\u751a\u81f3\u53d1\u5c0f\u7ea2\u4e66\u7b14\u8bb0\uff0c\u90fd\u6709\u73b0\u6210\u7684 Skill\u3002<\/p>\n\n\n\n

\u6bcf\u4e2a Skill \u672c\u8d28\u4e0a\u662f\u4e00\u4e2a\u81ea\u5305\u542b\u7684\u76ee\u5f55\uff1a\u4e00\u4e2a SKILL.md<\/code>\uff08YAML
\nfrontmatter + Markdown
\n\u6307\u4ee4\uff09\u5b9a\u4e49\u63a5\u53e3\uff0c\u52a0\u4e0a\u811a\u672c\u3001\u6a21\u677f\u6216\u4e8c\u8fdb\u5236\u5f15\u64ce\u5b9e\u73b0\u529f\u80fd\u3002\u5b83\u4eec\u539f\u672c\u662f\u8dd1\u5728 Kimi
\n\u7684 Linux
\n\u6c99\u7bb1\u91cc\u7684\uff0c\u4f46\u8bbe\u8ba1\u4e0a\u662f\u65e0\u72b6\u6001\u3001\u65e0\u5916\u90e8\u4f9d\u8d56<\/strong>\u7684\u2014\u2014\u8fd9\u610f\u5473\u7740\u7406\u8bba\u4e0a\u53ef\u4ee5\u62c6\u51fa\u6765\uff0c\u653e\u5728\u4efb\u4f55\u652f\u6301\u540c\u6837\u63a5\u53e3\u7684
\nAgent \u6846\u67b6\u91cc\u8dd1\u3002<\/p>\n\n\n\n

\u6211\u8bd5\u4e86\u4e00\u4e0b\uff0c\u786e\u5b9e\u53ef\u4ee5\u3002<\/p>\n\n\n\n

\n

\u6ce8\u610f\uff1a\u8fd9\u4e9b Skill \u662f Kimi \/ Moonshot AI
\n\u7684\u77e5\u8bc6\u4ea7\u6743\uff0c\u672c\u6587\u4ec5\u8ba8\u8bba\u6280\u672f\u8fc1\u79fb\u65b9\u6cd5\uff0c\u4e0d\u6d89\u53ca Skill \u5185\u5bb9\u7684\u5206\u53d1\u6216\u5546\u7528\u3002<\/p>\n<\/blockquote>\n\n\n\n

\n\n\n\n

\u6838\u5fc3\u95ee\u9898<\/h2>\n\n\n\n

\u786c\u7f16\u7801\u8def\u5f84<\/h3>\n\n\n\n

Kimi \u7684 Skill \u5185\u90e8\u5199\u6b7b\u4e86 \/mnt\/agents\/output\/<\/code> \u548c
\n\/mnt\/agents\/upload\/<\/code>\u3002\u8fd9\u662f Kimi
\n\u6c99\u7bb1\u91cc\u7684\u6807\u51c6\u76ee\u5f55\uff0c\u4f46\u6211\u7684\u670d\u52a1\u5668\u4e0a\u6ca1\u6709\u3002<\/p>\n\n\n\n

\u65b9\u6848\u662f\u590d\u523b\u76ee\u5f55\u7ed3\u6784\uff0c\u4e0d\u6539\u6587\u4ef6\uff1a<\/p>\n\n\n\n

\n
<\/a>sudo<\/span> mkdir -p<\/span> \/mnt\/agents\/output \/mnt\/agents\/upload<\/span>\n<\/a>sudo<\/span> chown -R<\/span> $USER<\/span>:$USER<\/span> \/mnt\/agents<\/span><\/code><\/pre>\n<\/div>\n\n\n\n
\u4e3a\u4e86\u624b\u673a\u7aef\u4e5f\u80fd\u76f4\u63a5\u8bbf\u95ee\u8f93\u51fa\u6587\u4ef6\uff0c\u6211\u628a \/mnt\/agents\/output<\/code>
\n\u8f6f\u94fe\u63a5\u5230\u4e86 workspace \u76ee\u5f55\u4e0b\u3002Skill
\n\u4ee5\u4e3a\u5199\u5230\u4e86\u6c99\u7bb1\u8def\u5f84\uff0c\u5b9e\u9645\u4e0a\u6587\u4ef6\u51fa\u73b0\u5728\u6211\u80fd\u770b\u5230\u7684\u5730\u65b9\u3002<\/p>\n\n\n\n
\u4e8c\u8fdb\u5236\u517c\u5bb9\u6027<\/h3>\n\n\n\n
docx Skill \u91cc\u6709\u4e00\u4e2a .so<\/code> \u6587\u4ef6\uff0c\u53ea\u80fd\u8dd1\u5728 CPython
\n3.12 + x86_64 + glibc \u4e0a<\/strong>\u3002\u5982\u679c\u4f60\u7684\u73af\u5883\u662f conda \u6216 pyenv \u88c5\u7684
\n3.13\uff0c\u8fd9\u4e2a\u5f15\u64ce\u76f4\u63a5\u62a5\u9519\u3002<\/p>\n\n\n\n
\u8fd8\u6709\u4e00\u4e2a 74MB \u7684\u9884\u7f16\u8bd1\u4e8c\u8fdb\u5236 Xlsx<\/code>\uff0c\u9700\u8981
\nchmod +x<\/code>\u3002docx \u7684\u9a8c\u8bc1\u5668\u662f .NET 8 \u5199\u7684\uff0c\u9700\u8981\u88c5
\ndotnet-sdk-8.0<\/code>\u3002<\/p>\n\n\n\n
node_modules \u7f3a\u5931<\/h3>\n\n\n\n
\u538b\u7f29\u5305\u91cc\u4e0d\u542b
\nnode_modules\uff08\u9884\u671f\u884c\u4e3a\uff09\u3002webapp-building\u3001backend-building \u8fd9\u7c7b Skill
\n\u7684\u6a21\u677f\u91cc\u6709 package.json<\/code>\uff0c\u9700\u8981\u81ea\u884c npm install<\/code>
\n\u91cd\u5efa\u3002\u6211\u6570\u4e86\u4e00\u4e0b\uff0c19 \u4e2a Skill \u9700\u8981\u88c5\uff0c\u603b\u5171\u7ea6 1600 \u4e2a\u5305\uff0c1.3GB\u3002<\/p>\n\n\n\n
\n\n\n\n
\u90e8\u7f72\u6d41\u7a0b<\/h2>\n\n\n\n
\u89e3\u538b<\/h3>\n\n\n\n
Kimi \u7684 Skill \u5e93\u5206\u4e86 4 \u4e2a\u5377\uff0c\u6bcf\u4e2a\u5377\u662f\u4e00\u4e2a .docx<\/code>
\n\u6587\u4ef6\u2014\u2014docx \u672c\u8d28\u4e0a\u5c31\u662f ZIP\u3002\u6539\u540e\u7f00\u89e3\u538b\uff1a<\/p>\n\n\n\n
\n
<\/a>mkdir<\/span> skills1 &&<\/span> cd<\/span> skills1<\/span>\n<\/a>unzip<\/span> ..\/skills\u53771-xlsx\u5b8c\u6574\u8d44\u6e90.docx<\/span><\/code><\/pre>\n<\/div>\n\n\n\n
\u89e3\u538b\u540e\u5f52\u5e76\u5230\u7edf\u4e00\u76ee\u5f55\uff1a<\/p>\n\n\n\n
kimi-runtime\/\n\u251c\u2500\u2500 skills\/              # 269 \u4e2a\u5185\u7f6e Skill\n\u2502   \u251c\u2500\u2500 docx\/\n\u2502   \u251c\u2500\u2500 xlsx\/\n\u2502   \u251c\u2500\u2500 webapp-building\/\n\u2502   \u2514\u2500\u2500 ...\n\u2514\u2500\u2500 plugins-note.md      # MCP \u63d2\u4ef6\u4e0d\u53ef\u7528\u8bf4\u660e<\/code><\/pre>\n\n\n\n
\u6ce8\u518c\u5230 Agent \u6846\u67b6<\/h3>\n\n\n\n
\u628a kimi-runtime\/skills\/<\/code> \u52a0\u5230 Agent \u7684 skill \u626b\u63cf\u8def\u5f84\u3002\u4ee5
\nOpenClaw \u4e3a\u4f8b\uff0c\u7f16\u8f91 openclaw.json<\/code>\uff1a<\/p>\n\n\n\n
\n
<\/a>\"skills\":<\/span> {<\/span><\/span>\n<\/a>  \"load\"<\/span>:<\/span> {<\/span><\/span>\n<\/a>    \"extraDirs\"<\/span>:<\/span> [<\/span><\/span>\n<\/a>      \"\/path\/to\/kimi-runtime\/skills\"<\/span><\/span>\n<\/a>    ]<\/span><\/span>\n<\/a>  }<\/span><\/span>\n<\/a>}<\/span><\/span><\/code><\/pre>\n<\/div>\n\n\n\n
Agent \u4f1a\u81ea\u52a8\u626b\u63cf\u6240\u6709\u76ee\u5f55\u4e0b\u7684 SKILL.md<\/code>\uff0c\u6309 frontmatter
\n\u91cc\u7684 description<\/code> \u505a\u4efb\u52a1\u5339\u914d\u3002\u4fdd\u6301 frontmatter
\n\u539f\u6837\u5373\u53ef\u88ab\u6b63\u786e\u89e6\u53d1\u3002<\/p>\n\n\n\n
\u88c5\u4f9d\u8d56<\/h3>\n\n\n\n
\u7cfb\u7edf\u4f9d\u8d56\uff1a<\/strong><\/p>\n\n\n\n
\n
<\/a># \u57fa\u7840<\/span><\/span>\n<\/a>sudo<\/span> apt install -y<\/span> python3.12 nodejs npm chromium-browser<\/span>\n<\/a><\/span>\n<\/a># .NET 8\uff08docx \u9a8c\u8bc1\u5668\uff09<\/span><\/span>\n<\/a>wget<\/span> https:\/\/dot.net\/v1\/dotnet-install.sh<\/span>\n<\/a>chmod<\/span> +x dotnet-install.sh<\/span>\n<\/a>.\/dotnet-install.sh<\/span> --channel<\/span> 8.0 --install-dir<\/span> \/usr\/share\/dotnet<\/span>\n<\/a><\/span>\n<\/a># \u4e2d\u6587\u5b57\u4f53<\/span><\/span>\n<\/a>sudo<\/span> apt install -y<\/span> fonts-noto-cjk fonts-noto-cjk-extra<\/span><\/code><\/pre>\n<\/div>\n\n\n\n
Python \u5305\uff1a<\/strong><\/p>\n\n\n\n
\n
<\/a>pip3<\/span> install --break-system-packages<\/span> \\<\/span><\/span>\n<\/a>  numpy scipy sympy matplotlib pillow opencv-python-headless \\<\/span><\/span>\n<\/a>  openpyxl python-docx pdfplumber<\/span><\/code><\/pre>\n<\/div>\n\n\n\n
npm \u4f9d\u8d56\uff1a<\/strong><\/p>\n\n\n\n
\n
<\/a>for<\/span> dir in<\/span> $(<\/span>find<\/span> kimi-runtime\/skills -name<\/span> \"package.json\"<\/span> \\<\/span><\/span>\n<\/a>  -not<\/span> -path<\/span> \"*\/node_modules\/*\"<\/span>)<\/span>;<\/span> do<\/span><\/span>\n<\/a>  cd<\/span> $(<\/span>dirname<\/span> \"<\/span>$dir<\/span>\"<\/span>)<\/span><\/span>\n<\/a>  npm<\/span> install<\/span>\n<\/a>done<\/span><\/span><\/code><\/pre>\n<\/div>\n\n\n\n
\u6d4b\u8bd5<\/h3>\n\n\n\n
\u6d4b\u8bd5\u9879<\/th>\u7ed3\u679c<\/th><\/tr><\/thead>
docx \u751f\u6210\uff08OpenXML + \u4e2d\u6587\uff09<\/td>\u2705<\/td><\/tr>
xlsx \u5de5\u5177\u8fd0\u884c<\/td>\u2705<\/td><\/tr>
webapp npm install + build<\/td>\u2705<\/td><\/tr>
Chromium \u65e0\u5934\u622a\u56fe<\/td>\u2705<\/td><\/tr>
dotnet \u7248\u672c<\/td>8.0.423 \u2705<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n
\n\n\n\n
\u8e29\u5751\u7b14\u8bb0<\/h2>\n\n\n\n
snap Chromium \u7684\u6c99\u7bb1\u9650\u5236<\/strong><\/p>\n\n\n\n
snap \u88c5\u7684 chromium \u4e0d\u80fd\u76f4\u63a5\u5199 \/mnt\/agents\/output<\/code>\uff0c\u4f1a\u88ab
\nAppArmor \u62d2\u7edd\u3002workaround \u662f\u5148\u622a\u56fe\u5230 \/tmp<\/code>\uff0c\u518d\u590d\u5236\u8fc7\u53bb\u3002<\/p>\n\n\n\n
npm install \u5185\u5b58\u4e0d\u8db3<\/strong><\/p>\n\n\n\n
webapp-building<\/code> \u6a21\u677f\u7684\u4f9d\u8d56\u6811\u5f88\u5927\uff0cnpm install \u65f6\u51fa\u73b0\u8fc7
\nExit handler never called<\/code>\uff0c\u52a0\u4e86
\nNODE_OPTIONS=\"--max-old-space-size=4096\"<\/code> \u540e\u89e3\u51b3\u3002<\/p>\n\n\n\n
\u540c\u540d Skill \u51b2\u7a81<\/strong><\/p>\n\n\n\n
\u6211\u539f\u6765\u7684\u73af\u5883\u91cc\u5df2\u7ecf\u6709
\ndocx<\/code>\u3001pdf<\/code>\u3001xlsx<\/code> \u4e09\u4e2a
\nSkill\uff0c\u548c\u65b0\u7248\u672c\u540c\u540d\u3002\u5220\u65e7\u7248\uff0c\u4fdd\u7559\u65b0\u7248\u7684\u5b8c\u6574\u7248\uff08\u5e26\u4e86\u5f15\u64ce\u4e8c\u8fdb\u5236\u548c .so
\n\u6587\u4ef6\uff09\u3002<\/p>\n\n\n\n
\n\n\n\n
\u73b0\u5728\u80fd\u5e72\u4ec0\u4e48<\/h2>\n\n\n\n
\u90e8\u7f72\u5b8c\u6210\u540e\uff0c\u591a\u4e86 243 \u4e2a\u53ef\u7528\u7684 Skill\u3002\u6311\u51e0\u4e2a\u6709\u610f\u601d\u7684\uff1a<\/p>\n\n\n\n