{"id":1874,"date":"2026-08-18T20:14:07","date_gmt":"2026-08-18T12:14:07","guid":{"rendered":"https:\/\/tongchun.website\/index.php\/kimiagent-08-skills-c\/"},"modified":"2026-08-18T20:26:28","modified_gmt":"2026-08-18T12:26:28","slug":"kimiagent-08-skills-c","status":"publish","type":"page","link":"https:\/\/tongchun.website\/index.php\/kimiagent-08-skills-c\/","title":{"rendered":"08-skills-c \u2014 Skills \u76d8\u70b9\u7b2c 3 \u6279\uff08i\u2013o \u5f00\u5934\uff09"},"content":{"rendered":"\n

\u2190 \u8fd4\u56de\u4e3b\u62a5\u544a\uff1aKimi Agent\uff08\u4e91\u7aef\u6c99\u7bb1\uff09\u6280\u672f\u62a5\u544a<\/a> \uff5c GitHub \u539f\u6587<\/a><\/p>\n\n\n\n

\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

\u91c7\u96c6\u8303\u56f4\uff1a\/app\/.agents\/skills\/<\/code> \u4e0b\u5b57\u6bcd\u5e8f\u4ece idea-to-prd<\/code> \u5230 obsidian-markdown<\/code> \u7684\u6280\u80fd\uff0c\u5171 41 \u4e2a<\/strong>\u3002 \u91c7\u96c6\u65b9\u5f0f\uff1aSSH \u53ea\u8bfb\u8bbf\u95ee\uff08ssh -p 12222 kimi@127.0.0.1<\/code>\uff09\uff0c\u6279\u91cf awk \u63d0\u53d6 frontmatter + \u7cbe\u8bfb\u91cd\u70b9\u6280\u80fd\u3002 \u91c7\u96c6\u65f6\u95f4\uff1a2026-08-18\u3002\u5168\u7a0b\u53ea\u8bfb\uff0c\u672a\u4fee\u6539\u6c99\u7bb1\u4efb\u4f55\u6587\u4ef6\u3002<\/p><\/blockquote>\n\n\n\n

1. \u672c\u6279\u603b\u89c8\u4e0e\u7c7b\u578b\u6807\u6ce8<\/h2>\n\n\n\n

\u6309 frontmatter \u7684 name\/description\uff08\u5168\u6587\u89c1\u5404\u6280\u80fd SKILL.md<\/code>\uff09\uff0c\u7c7b\u578b\u4e3a\u7b14\u8005\u5f52\u7c7b\uff1a<\/p>\n\n\n\n

\u6280\u80fd<\/th>\u884c\u6570\/\u6587\u4ef6\u6570<\/th>\u7c7b\u578b<\/th>\u5907\u6ce8<\/th><\/tr><\/thead>
idea-to-prd<\/td>319 \u884c \/ 2 \u6587\u4ef6<\/td>\u7eaf\u63d0\u793a\u8bcd\uff08\u6587\u6863\u751f\u6210\uff09<\/td>MIT\uff0c\u4e00\u53e5\u8bdd\u9700\u6c42\u2192\u5b8c\u6574 PRD\uff08MoSCoW\u3001\u9a8c\u6536\u6807\u51c6\uff09<\/td><\/tr>
imap-smtp-email<\/td>211 \u884c \/ 6 \u6587\u4ef6<\/td>\u5de5\u5177\u578b\uff08Node \u811a\u672c\uff09<\/td>\u5e26 openclaw \u5143\u6570\u636e<\/strong>\uff0c\u58f0\u660e\u6240\u9700 env\/bins<\/td><\/tr>
incident-retrospective<\/td>281 \u884c \/ 3<\/td>\u7eaf\u63d0\u793a\u8bcd\uff08SRE \u590d\u76d8 SOP\uff09<\/td>\u4e0e incident-review-guide \u4e3a\u4e2d\u82f1\u53cc\u80de\u80ce<\/td><\/tr>
incident-review-guide<\/td>281 \u884c \/ 3<\/td>\u7eaf\u63d0\u793a\u8bcd<\/td>\u82f1\u6587\u7248<\/td><\/tr>
interactive-research-report-en<\/td>79 \u884c \/ 39 \u6587\u4ef6<\/strong><\/td>\u91cd\u578b\u5de5\u7a0b\u5316\u5efa\u7ad9\u6280\u80fd<\/td>name \u5b57\u6bb5\u662f interactive-research-report<\/code>\uff08\u4e0e\u76ee\u5f55\u540d\u4e0d\u4e00\u81f4\uff09\uff1b\u542b 28 \u5f20\u53c2\u8003\u622a\u56fe\u3001theme.css\u3001bundle.py<\/td><\/tr>
interface-design-lab<\/td>94 \u884c \/ 2<\/td>\u7eaf\u63d0\u793a\u8bcd\uff08\u5e76\u884c\u63a5\u53e3\u8bbe\u8ba1\uff09<\/td><\/td><\/tr>
interview-simulator<\/td>219 \u884c \/ 2<\/td>\u7eaf\u63d0\u793a\u8bcd<\/td>\u4e0e mock-interview-drill \u4e2d\u82f1\u53cc\u80de\u80ce<\/td><\/tr>
investment-memo<\/td>142 \u884c \/ 4<\/td>\u63d0\u793a\u8bcd+\u6587\u6863\u8f93\u51fa<\/td>\u4e0e investor-letter-writer \u4e2d\u82f1\u53cc\u80de\u80ce<\/td><\/tr>
investor-letter-writer<\/td>142 \u884c \/ 4<\/td>\u63d0\u793a\u8bcd<\/td><\/td><\/tr>
investor-pitch-planner<\/td>431 \u884c \/ 2<\/td>\u7eaf\u63d0\u793a\u8bcd\uff08\u878d\u8d44 deck \u5927\u7eb2\uff09<\/td>MIT<\/td><\/tr>
iso-27001-evidence-collection<\/td>297 \u884c \/ 6<\/td>\u5408\u89c4\u6d41\u7a0b\u6280\u80fd\uff08markdown-only\uff0c\u660e\u786e”\u65e0\u811a\u672c\u6267\u884c”\uff09<\/td>\u5e26 frameworks \u5143\u6570\u636e\uff08ISO 27001:2022 \/ SOC 2 \/ NIST 800-53\uff09<\/td><\/tr>
iteration-planner<\/td>294 \u884c \/ 2<\/td>\u7eaf\u63d0\u793a\u8bcd\uff08Sprint \u89c4\u5212\uff09<\/td><\/td><\/tr>
journalistic-portrait<\/td>171 \u884c \/ 3<\/td>\u89c6\u89c9\u590d\u523b\uff08HTML\uff09<\/td>\u4e0e journalistic-portrait-cn \u4e2d\u82f1\u53cc\u80de\u80ce\uff0c\u590d\u523b\u300a\u5357\u65b9\u4eba\u7269\u5468\u520a\u300b\u7248\u5f0f<\/td><\/tr>
journalistic-portrait-cn<\/td>171 \u884c \/ 3<\/td>\u540c\u4e0a<\/td><\/td><\/tr>
k8s-cluster-ops<\/td>249 \u884c \/ 8<\/td>\u5de5\u5177\u578b\uff08kubectl \u5c01\u88c5 + 4 \u4e2a shell \u811a\u672c\uff09<\/td>kubectl \u7684\u4e2d\u6587\u672c\u5730\u5316\u7248\uff08<!-- Localized from: kubectl --><\/code>\uff09<\/td><\/tr>
keynote-composer<\/td>305 \u884c \/ 2<\/td>\u7eaf\u63d0\u793a\u8bcd\uff08\u6f14\u8bb2\u7a3f\uff09<\/td><\/td><\/tr>
kimi-design<\/strong><\/td>55 \u884c \/ 6<\/td>\u5b98\u65b9\u7b2c\u4e00\u65b9\u8bbe\u8ba1 DSL \u6280\u80fd<\/strong><\/td>pptd DSL + kimi-slides CLI<\/td><\/tr>
kimi-find-skills<\/strong><\/td>90 \u884c \/ 1<\/td>\u5b98\u65b9\u5143\u6280\u80fd\uff08\u6280\u80fd\u53d1\u73b0\uff09<\/strong><\/td><\/td><\/tr>
kimi-help-center<\/strong><\/td>141 \u884c \/ 4<\/td>\u5b98\u65b9\u4ea7\u54c1\u95ee\u7b54\u8def\u7531\u6280\u80fd<\/strong><\/td><\/td><\/tr>
kimi-skills-finder<\/strong><\/td>90 \u884c \/ 1<\/td>\u5b98\u65b9\u5143\u6280\u80fd<\/strong><\/td>kimi-find-skills \u7684\u4e2d\u6587\u7248\uff0c\u6b63\u6587\u51e0\u4e4e\u9010\u5b57\u8282\u76f8\u540c<\/td><\/tr>
kimi-slides<\/strong><\/td>130 \u884c \/ 133 \u6587\u4ef6 \/ 78MB<\/strong><\/td>\u5b98\u65b9\u7b2c\u4e00\u65b9 PPT \u6280\u80fd<\/strong><\/td>\u5f3a\u5236\u72ec\u5360 PPTX \u751f\u6210\u5165\u53e3<\/td><\/tr>
kimi-widget<\/strong><\/td>57 \u884c \/ 122 \u6587\u4ef6<\/td>\u5b98\u65b9 widget \u8fd0\u884c\u65f6\u5951\u7ea6 + \u8bbe\u8ba1\u7cfb\u7edf<\/strong><\/td>105 \u4e2a SVG \u56fe\u6807<\/td><\/tr>
kubectl<\/td>247 \u884c \/ 8<\/td>\u5de5\u5177\u578b<\/td>_meta.json<\/code> \u663e\u793a\u6765\u81ea\u6280\u80fd\u5e02\u573a\uff08ownerId+publishedAt\uff09<\/td><\/tr>
landing-page-scaffold<\/td>156 \u884c \/ 3<\/td>\u63d0\u793a\u8bcd\uff08HTML \u539f\u578b\uff09<\/td>\u5e26 type: tool<\/code>\u3001tags\uff1b\u4e0e lp-proto-gen \u4e2d\u82f1\u53cc\u80de\u80ce<\/td><\/tr>
legal-contract-gen<\/td>671 \u884c \/ 2<\/td>\u7eaf\u63d0\u793a\u8bcd\uff08\u4ea4\u4e92\u5f0f\u6cd5\u5f8b\u6587\u4e66\uff09<\/td><\/td><\/tr>
legal-risk-analyzer<\/td>268 \u884c \/ 2<\/td>\u7eaf\u63d0\u793a\u8bcd\uff08\u4e25\u91cd\u6027\u00d7\u6982\u7387\u77e9\u9635\uff09<\/td>Apache-2.0\uff1b\u4e0e legal-risk-assessment \u4e2d\u82f1\u53cc\u80de\u80ce<\/td><\/tr>
legal-risk-assessment<\/td>265 \u884c \/ 2<\/td>\u540c\u4e0a<\/td><\/td><\/tr>
locale-guard<\/td>128 \u884c \/ 3<\/td>\u63d0\u793a\u8bcd\uff08i18n \u5de5\u7a0b\uff09<\/td>\u4e0e localization-toolkit \u4e2d\u82f1\u53cc\u80de\u80ce<\/td><\/tr>
localization-toolkit<\/td>128 \u884c \/ 4<\/td>\u540c\u4e0a<\/td><\/td><\/tr>
log-diagnostic<\/td>100 \u884c \/ 3<\/td>\u63d0\u793a\u8bcd+\u811a\u672c\uff08\u65e5\u5fd7\u5206\u6790\uff09<\/td>type: tool<\/code>\uff1b\u4e0e log-error-digest \u4e2d\u82f1\u53cc\u80de\u80ce<\/td><\/tr>
log-error-digest<\/td>100 \u884c \/ 3<\/td>\u540c\u4e0a<\/td><\/td><\/tr>
longread<\/strong><\/td>87 \u884c \/ 2<\/td>agent \u57fa\u7840\u8bbe\u65bd\u6280\u80fd<\/strong><\/td>user-invocable: true<\/code>\u3001allowed-tools<\/code>\u3001argument-hint<\/code>\uff0c\u5206\u5757+\u5e76\u884c\u5b50\u4ee3\u7406\u8bfb\u5927\u6587\u4ef6<\/td><\/tr>
lp-proto-gen<\/td>156 \u884c \/ 3<\/td>\u63d0\u793a\u8bcd<\/td><\/td><\/tr>
market-insight-report<\/td>158 \u884c \/ 6<\/td>\u63d0\u793a\u8bcd+\u6a21\u677f<\/td>\u4e0e market-research-brief \u4e2d\u82f1\u53cc\u80de\u80ce<\/td><\/tr>
market-research-brief<\/td>158 \u884c \/ 6<\/td>\u540c\u4e0a<\/td><\/td><\/tr>
marketing-writer<\/td>243 \u884c \/ 4<\/td>\u7eaf\u63d0\u793a\u8bcd<\/td>metadata.version: 1.1.0<\/td><\/tr>
meeting-recap<\/td>282 \u884c \/ 3<\/td>\u7eaf\u63d0\u793a\u8bcd\uff08\u4f1a\u8bae\u7eaa\u8981\uff09<\/td><\/td><\/tr>
mock-interview-drill<\/td>219 \u884c \/ 2<\/td>\u7eaf\u63d0\u793a\u8bcd<\/td><\/td><\/tr>
musepool<\/strong><\/td>144 \u884c \/ 2<\/td>\u5916\u90e8\u68c0\u7d22\u589e\u5f3a\u8bbe\u8ba1\u6280\u80fd<\/strong><\/td>\u8c03\u7528 agent-gw SDK \u8bbf\u95ee\u4ed8\u8d39\u8bbe\u8ba1\u53c2\u8003\u5e93<\/td><\/tr>
nuwa-by-huashu<\/td>564 \u884c \/ 8<\/td>\u5143\u6280\u80fd\uff08”\u84b8\u998f”\u4eba\u7269\u601d\u7ef4\u4e3a Skill\uff09<\/td>\u793e\u533a\u7b2c\u4e09\u65b9\uff08\u82b1\u53d4\uff09\uff0c\u5e26 4 \u4e2a\u811a\u672c<\/td><\/tr>
obsidian-markdown<\/td>196 \u884c \/ 4<\/td>\u7eaf\u63d0\u793a\u8bcd\uff08Obsidian \u8bed\u6cd5\uff09<\/td><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

\u7ed3\u6784\u6027\u89c2\u5bdf\uff1a<\/p>\n\n\n\n

  • \u4e2d\u82f1\u53cc\u80de\u80ce\u6210\u5bf9\u51fa\u73b0\u662f\u7cfb\u7edf\u6027\u6a21\u5f0f<\/strong>\uff1aincident-\u3001interview\/mock\u3001investment-<\/em>\u3001journalistic-portrait\u3001k8s\/kubectl\u3001landing\/lp\u3001legal-risk-<\/em>\u3001locale\/localization\u3001log-\u3001market-<\/em> \u7b49\u81f3\u5c11 10 \u5bf9\uff0c\u6b63\u6587 diff \u4ec5\u5dee frontmatter \u7684 description \u8bed\u8a00\u4e0e\u6807\u9898\uff08\u5982 kubectl<\/code> vs k8s-cluster-ops<\/code> \u6b63\u6587\u6807\u6ce8 <!-- Localized from: kubectl --><\/code>\uff09\u3002\u8bf4\u660e\u5b58\u5728\u4e00\u6761”\u82f1\u6587\u539f\u7248 \u2192 \u4e2d\u6587\u672c\u5730\u5316”\u7684\u6279\u91cf\u751f\u4ea7\u7ebf\u3002<\/li>
  • _meta.json<\/code> \u63ed\u793a\u6280\u80fd\u6765\u6e90\u662f\u7ebf\u4e0a\u5e02\u573a<\/strong>\uff1a\u5982 kubectl\/_meta.json<\/code> = {\"ownerId\":\"kn79ajadezq44ydpssrcdgbytn7ztm19\",\"slug\":\"kubectl\",\"version\":\"1.0.0\",\"publishedAt\":1769247843962}<\/code>\uff082026-01-24 \u53d1\u5e03\uff09\uff1bimap-smtp-email\/_meta.json<\/code> \u7684 publishedAt=1772525235079\uff082026-03-03\uff09\u3002ownerId \u683c\u5f0f\u7c7b\u4f3c Convex \u6587\u6863 ID\uff0c\u8bf4\u660e\u6280\u80fd\u7531\u5e02\u573a\/ registry \u540c\u6b65\u5230\u6c99\u7bb1\u955c\u50cf\u3002<\/li>
  • openclaw \u517c\u5bb9\u5143\u6570\u636e<\/strong>\uff1aimap-smtp-email<\/code> frontmatter \u5185\u5d4c metadata.openclaw.requires.env\/bins<\/code> \u4e0e primaryEnv: SMTP_PASS<\/code>\u2014\u2014\u5373 OpenClaw \u751f\u6001\u7684\u6280\u80fd\u58f0\u660e\u5f0f\u4f9d\u8d56\u89c4\u8303\u88ab Kimi \u6c99\u7bb1\u76f4\u63a5\u6cbf\u7528\uff08\u4e0e Kimi Claw \u540c\u6e90\uff09\u3002<\/li><\/ul>\n\n\n\n

    2. \u7cbe\u8bfb\uff1akimi-slides\uff08\u7b2c\u4e00\u65b9 PPT \u6280\u80fd\uff0c\u6700\u91cd\u8d44\u4ea7\uff09<\/h2>\n\n\n\n
    • 130 \u884c SKILL.md + 133 \u4e2a\u6587\u4ef6\uff0creference\/ \u76ee\u5f55\u5360 78MB<\/strong>\uff0c\u662f\u672c\u6279\u4e5f\u662f\u5168\u5e93\u6700\u5927\u6280\u80fd\u3002<\/li>
    • \u6838\u5fc3\u8bbe\u8ba1\uff1a\u5b9a\u4e49 YAML \u4e2d\u95f4 DSL .pptd<\/code> \u62bd\u8c61 OOXML<\/strong>\u2014\u2014\u4fdd\u7559 theme\/\u7248\u5f0f\/\u5143\u7d20\u5750\u6807\uff0c\u53bb\u6389 Masters \u7b49\u5d4c\u5957\uff0c”\u6bcf\u9875\u81ea\u5305\u542b\uff0c\u6240\u89c1\u5373\u6240\u5f97”\u3002<\/li>
    • \u914d\u5957 CLI \u771f\u5b9e\u9884\u88c5<\/strong>\uff1a\/home\/kimi\/.npm-global\/bin\/kimi-slides<\/code>\uff08npm \u5168\u5c40\u5305\uff09\uff0c\u5b50\u547d\u4ee4 convert<\/code>\uff08pptx\u2192pptd \u76ee\u5f55\uff1adeck.pptd<\/code> + pages\/page-N.page<\/code> + media\/<hash>.png<\/code>\uff09\u3001check<\/code>\uff08\u6821\u9a8c\/\u81ea\u52a8\u4fee\u590d\uff0c--level keep|auto<\/code>\uff0c\u68c0\u67e5 YamlParseError\/MissingField\/InvalidTheme\/BoundsOutside\/SrcNotFound \u7b49 10 \u7c7b\u95ee\u9898\uff09\u3001screenshot<\/code>\uff08pptd \u6e32\u67d3\u4e3a PNG\uff09\u3002<\/li>
    • \u5de5\u4f5c\u6d41\u5f3a\u5236\u7ea6\u675f\uff1a\n
      • \u4efb\u4f55 PPTX \u751f\u6210\/\u7f16\u8f91”\u5fc5\u987b\u4f7f\u7528\u672c\u6280\u80fd\u4e14\u4e0d\u5f97\u7528\u5176\u4ed6\u65b9\u6cd5”\uff1b<\/li>
      • \u4ea4\u4ed8\u7528 kimi_ref<\/code> \u6307\u5411\u524d\u7aef\u53ef\u70b9\u51fb\u5361\u7247\uff0c\u7981\u6b62\u8f6c pptx \u4ea4\u4ed8<\/strong>\uff0c\u5bfc\u51fa\u5728\u524d\u7aef\u7f16\u8f91\u5668\u5b8c\u6210\uff1b<\/li>
      • \u4ea7\u7269\u5fc5\u987b\u5199 \/mnt\/agents\/output\/<folder><\/code>\uff0c\u7981\u5199 \/tmp\u3001\/work\uff1b<\/li>
      • \u540c\u4e00 .pptd \u8def\u5f84\u81ea\u52a8\u7248\u672c\u7ba1\u7406\uff0c\u524d\u7aef\u53ef\u56de\u6eda\uff1b<\/li>
      • \u7528\u6237\u5728\u524d\u7aef\u7684\u6279\u6ce8\u4ee5 system_reminder \u5f62\u5f0f\u56de\u4f20\u7ed9 agent \u7ee7\u7eed\u6539\u3002<\/li><\/ul><\/li>
      • \u8bbe\u8ba1\u8d44\u4ea7\u5e93\uff1areference\/design_system\/<\/code> \u4e0b\u6309\u573a\u666f\u5206 5 \u5927\u7c7b\uff0801_strategy\/02_business\/03_work\/04_promotion\/05_academic\uff09+ \u98ce\u683c\u65cf\uff08consulting\/finance\/work \u7b49\uff09\uff0c\u6bcf\u5957\u8bbe\u8ba1\u7cfb\u7edf\u662f”md \u89c4\u8303 + jpg \u9884\u89c8\u56fe”\u6210\u5bf9\uff08\u5982 dusk-violet-consulting\u3001xuan-paper-annual\uff09\u3002<\/li>
      • SKILL.md \u5185\u542b\u8be6\u5c3d\u7684”\u53cd AI \u8154”\u6587\u6848\u89c4\u8303\uff08\u7981\u7528”\u4e0d\u662f X \u800c\u662f Y”\u3001\u95ed\u73af\u3001\u6293\u624b\u7c7b\u8868\u8fbe\uff09\u3002<\/li><\/ul>\n\n\n\n

        3. \u7cbe\u8bfb\uff1akimi-design\uff08\u8bbe\u8ba1\u8d44\u4ea7\u6280\u80fd\uff09<\/h2>\n\n\n\n
        • \u4e0e kimi-slides \u5171\u4eab\u540c\u4e00 .pptd DSL \u4e0e\u540c\u4e00 kimi-slides<\/code> CLI\uff0c\u9762\u5411\u4fe1\u606f\u56fe\/\u6d77\u62a5\/\u7b80\u5386\u3002frontmatter \u63aa\u8f9e\u5f3a\u786c\uff1a”Unless the user explicitly requests … HTML format, this skill must be used. Direct use of image-generation tools … is strictly prohibited.<\/strong>“<\/li>
        • reference \u4ec5 5 \u4e2a\u6587\u4ef6\uff1acli.md\u3001fonts.md\u3001general-poster.md\u3001pptd.md\u3001shapes.md\u3002<\/li>
        • \u590d\u523b\u56fe\u50cf\u8d44\u4ea7\u7684\u5de5\u4f5c\u6d41\uff1a\u622a\u56fe\u2192python \u62fc\u63a5\u538b\u7f29\u603b\u89c8\u2192\u9010\u9875\u7cbe\u8bfb\u2192\u88c1\u526a\u539f\u56fe\u7d20\u6750\u5d4c\u5165\u3002<\/li>
        • \u4ea4\u4ed8\u540c\u6837\u8d70 kimi_ref \u5361\u7247 + \u524d\u7aef\u7f16\u8f91\u5668 + \u7248\u672c\u7ba1\u7406\u3002<\/li><\/ul>\n\n\n\n

          4. \u7cbe\u8bfb\uff1akimi-widget\uff08\u5bf9\u8bdd\u5185 widget \u8fd0\u884c\u65f6\u5951\u7ea6\uff09<\/h2>\n\n\n\n
          • \u5b9a\u4e49”\u5bf9\u8bdd\u5185\u8054 widget”\u7684\u5b8c\u6574\u8fd0\u884c\u65f6\u5951\u7ea6\uff0c\u662f\u7406\u89e3 Kimi \u524d\u7aef\u4ea7\u7269\u6e32\u67d3\u673a\u5236\u7684\u94a5\u5319<\/strong>\uff1a\n
            • widget \u8fd0\u884c\u5728\u9884\u88c5 Kimi \u8bbe\u8ba1\u7cfb\u7edf CSS \u7684\u6c99\u7bb1 iframe<\/strong>\uff1b\u53ea\u5141\u8bb8 HTML\/SVG\/CSS\/\u5185\u8054 JS\/\u539f\u751f\u6d4f\u89c8\u5668 API\uff1b\u7981\u6b62<\/strong>\u5916\u90e8\u811a\u672c\/\u5b57\u4f53\/CDN\/fetch<\/code>\/WebSocket\u2014\u2014\u56fe\u8868\u5fc5\u987b SVG\/Canvas\/DOM \u624b\u7ed8\u3002<\/li>
            • \u7981\u6b62\u786c\u7f16\u7801\u989c\u8272\/\u5b57\u4f53\/\u5706\u89d2\uff0c\u5fc5\u987b\u7528 var(--xxx)<\/code> \u8fd0\u884c\u65f6 token\uff08\u4fdd\u8bc1\u6697\u8272\u6a21\u5f0f\u4e00\u81f4\uff09\u3002<\/li>
            • \u4ea4\u4e92\u56de\u4f20\uff1awidget \u53ef\u8c03\u5bbf\u4e3b\u6ce8\u5165\u7684 window.sendPrompt(text)<\/code> \u628a\u7528\u6237\u610f\u56fe\u4f5c\u4e3a”\u771f\u5b9e\u7528\u6237\u6d88\u606f”\u63a8\u56de\u5bf9\u8bdd\u3002<\/li>
            • \u6587\u6848\u7eaa\u5f8b\uff1a”\u6587\u5b57\u5728\u56de\u590d\u91cc\u3001\u89c6\u89c9\u5728 widget \u91cc”\uff0c\u6e32\u67d3\u540e\u4e0d\u590d\u8ff0\u3002<\/li><\/ul><\/li>
            • \u8d44\u4ea7\uff1aassets\/icons\/<\/code> 105 \u4e2a SVG \u56fe\u6807 + references\/icons\/manifest.json<\/code> \u7d22\u5f15\uff1breferences\/design-system.md<\/code>\uff08233 \u884c\uff09\u89c4\u5b9a”\u9ed1\u767d\u4e3a\u4e3b\u8272\u3001\u7070\u4e3a\u5c42\u7ea7\u3001\u4ea4\u4e92\u5f3a\u8c03\u7528\u6df1\u8272\u800c\u975e\u84dd\u8272\uff08\u8bad\u7ec3\u6570\u636e\u628a\u84dd\u8272\u7b49\u540c\u4e8e\u53ef\u4ea4\u4e92\uff0cKimi \u4e0d\u8fd9\u4e48\u505a\uff09\u3001\u4e0d\u8bbe\u80cc\u666f\u8272\uff08\u7531\u5bbf\u4e3b\u63d0\u4f9b\uff09”\u3002<\/li><\/ul>\n\n\n\n

              5. \u7cbe\u8bfb\uff1akimi-find-skills \/ kimi-skills-finder\uff08\u5b98\u65b9\u5143\u6280\u80fd\uff1a\u6280\u80fd\u53d1\u73b0\uff09<\/h2>\n\n\n\n
              • \u4e24\u6587\u4ef6 diff \u4ec5\u5dee name\/description\/\u6807\u9898\u8bed\u8a00\uff0c\u6b63\u6587\u9010\u5b57\u8282\u76f8\u540c\u2014\u2014\u540c\u4e00\u5143\u6280\u80fd\u7684\u4e2d\u82f1\u53cc\u80de\u80ce\u3002<\/li>
              • \u5b9a\u4e49\u4e86 4 \u6b65\u6280\u80fd\u53d1\u73b0 SOP\uff1a<\/li><\/ul>\n\n\n\n
                1. \u5148\u626b\u672c\u5730 \/app\/.agents\/skills\/<\/code> \u4e0e \/app\/.user\/skills\/<\/code><\/strong>\uff08\u7528\u6237\u7ea7\u6280\u80fd\u76ee\u5f55\uff0c\u5b9e\u6d4b\u5b58\u5728 6 \u4e2a\u7528\u6237\u6280\u80fd\uff1aengineering-ppt-converter\u3001lecture-notes-digitizer\u3001openclaw-selfhost-ops\u3001stem-exercise-solver\u3001translation-review-coach\u3001vocab-table-filler\uff09\uff1b<\/li>
                2. \u672c\u5730\u65e0\u5339\u914d\u5219\u5148\u5f81\u6c42\u7528\u6237\u540c\u610f<\/strong>\u518d\u6269\u5927\u641c\u7d22\uff1b<\/li>
                3. \u6309\u4f18\u5148\u7ea7\u641c\u7d22\uff1a\u5185\u7f6e\u5e93 \u2192 GitHub\uff08web_search<\/code>\uff0c\u6309\u63cf\u8ff0\u76f8\u5173\u6027\/star\/\u6d3b\u8dc3\u5ea6\u8bc4\u4f30\uff09\u2192 SkillHub\uff08https:\/\/skillhub.cn\/\uff0c\u6280\u80fd\u5e02\u573a\uff0c\u7528 browser_visit \u641c\uff09<\/strong>\uff1b<\/li>
                4. \u627e\u4e0d\u5230\u5219\u5efa\u8bae\u81ea\u5efa\u6280\u80fd\u3002<\/li><\/ol>\n\n\n\n
                  • \u63ed\u793a\uff1aKimi \u6280\u80fd\u751f\u6001 = \u5185\u7f6e\u5e93 + GitHub \u5f00\u6e90 + SkillHub \u5e02\u573a\u4e09\u5c42\uff1b\u6280\u80fd\u53ef\u4ee5\u88ab\u7528\u6237\u4fa7\u88c5\u5230 \/app\/.user\/skills\/<\/code>\u3002<\/li><\/ul>\n\n\n\n

                    6. \u7cbe\u8bfb\uff1akimi-help-center\uff08\u4ea7\u54c1\u95ee\u7b54\u8def\u7531\uff09<\/h2>\n\n\n\n
                    • \u628a”Kimi \u4ea7\u54c1\u600e\u4e48\u7528”\u8def\u7531\u5230 kimi.com \u5e2e\u52a9\u4e2d\u5fc3\u6587\u7ae0\uff1a\u6309\u8d26\u53f7\u7c7b\u578b\u800c\u975e\u8bed\u8a00\u9009\u7248\u672c<\/strong>\uff08+86\u2192\/zh-cn\/help\/<\/code>\uff0c\u6d77\u5916\u2192\/help\/<\/em><\/code>\uff09\u3002<\/li>
                    • \u5de5\u4f5c\u6d41\uff1a\u5224\u8d26\u53f7\u533a \u2192 \u8bfb references\/corrections-memory.md<\/code>\uff08\u5df2\u77e5\u9519\u8bef\u7ea0\u6b63\u8bb0\u5fc6\uff09\u2192 \u8bfb references\/routing-tables.md<\/code> \u8def\u7531 \u2192 web_open_url<\/code> \u6293\u53d6 \u2192 \u56de\u7b54\u5e76\u9644\u6e90 URL\u3002<\/li>
                    • SKILL.md \u5185\u5d4c <SYSTEM_REMINDER awareness=\"high\"><\/code> \u5f3a\u5236\u4f7f\u7528 web_open_url\u2014\u2014\u8bc1\u660e\u6280\u80fd\u6b63\u6587\u91cc\u53ef\u4ee5\u5d4c\u5165\u7cfb\u7edf\u7ea7\u63d0\u9192\u6807\u8bb0\u3002<\/li>
                    • \u9644\u5e26\u5927\u91cf”\u4ea7\u54c1\u4e8b\u5b9e\u8868”\uff1a\u4e2d\u56fd\u533a\/\u6d77\u5916\u652f\u4ed8\u6e20\u9053\u3001\u652f\u6301\u90ae\u7bb1\u3001Kimi Claw \u4e0e OpenClaw \u7684\u5173\u7cfb\uff08”OpenClaw \u7531 Peter Steinberger \u4e8e 2025-11 \u521b\u5efa\uff0c248k stars\uff1bKimi Claw \u662f\u4e91\u6258\u7ba1\u5c01\u88c5\uff0c\u4e00\u952e\u90e8\u7f72\u300140GB \u4e91\u6c99\u7bb1”\uff09\u3001\u81ea\u90e8\u7f72 OpenClaw \u5378\u8f7d\u547d\u4ee4\u7b49\u3002<\/li><\/ul>\n\n\n\n

                      7. \u7cbe\u8bfb\uff1alongread\uff08agent \u57fa\u7840\u8bbe\u65bd\u6280\u80fd\uff09<\/h2>\n\n\n\n
                      • frontmatter \u5e26 skill \u7cfb\u7edf\u9ad8\u7ea7\u5b57\u6bb5\uff1auser-invocable: true<\/code>\u3001allowed-tools: Bash, Read, Agent, Glob<\/code>\u3001argument-hint: <file_path><\/code>\u2014\u2014\u8bc1\u660e Kimi skill \u4f53\u7cfb\u652f\u6301\u7528\u6237\u76f4\u63a5\u8c03\u7528\u3001\u5de5\u5177\u767d\u540d\u5355\u3001\u53c2\u6570\u63d0\u793a<\/strong>\uff08\u4e0e Claude Code skill \u89c4\u8303\u9ad8\u5ea6\u540c\u6784\uff09\u3002<\/li>
                      • \u6838\u5fc3\u6a21\u5f0f\uff1a\u5927\u6587\u4ef6 \u2192 scripts\/split_doc.py<\/code> \u5207\u5757\uff08\u9ed8\u8ba4 32k token\/\u5757\u300110% \u91cd\u53e0<\/strong>\uff0c\u8f93\u51fa\u5230 \/mnt\/agents\/chunks\/<\/code>\uff09\u2192 create_subagent<\/code> \u5efa”chunk_reader”\u5b50\u4ee3\u7406 \u2192 \u5355\u6d88\u606f\u591a task \u5e76\u884c<\/strong>\u8bfb\u5404\u5757 \u2192 \u6c47\u603b\u3002<\/li>
                      • Step 0 \u5148\u505a\u9002\u7528\u6027\u5224\u65ad\uff1aCSV\/JSON\/\u65e5\u5fd7\/\u6e90\u7801\u4e0d\u9002\u7528\uff08\u5e94\u8be5\u7528 pandas\/jq\/grep\uff09\uff0c\u907f\u514d\u6ee5\u7528\u5207\u5757\u6458\u8981\u2014\u2014\u662f\u5f88\u6210\u719f\u7684\u5de5\u7a0b\u7eaa\u5f8b\u3002<\/li>
                      • split_doc.py \u505a\u4f9d\u8d56\u4f18\u96c5\u964d\u7ea7\uff1atiktoken\u2192\u5b57\u7b26\u4f30\u7b97\uff1bPDF \u89e3\u6790\u5668 pypdf\u2192PyMuPDF\u2192pdfminer \u591a\u5907\u4efd\u3002<\/li><\/ul>\n\n\n\n

                        8. \u7cbe\u8bfb\uff1amusepool\uff08\u68c0\u7d22\u589e\u5f3a\u8bbe\u8ba1\uff0c\u53cd”AI \u9ed8\u8ba4\u5ba1\u7f8e”\uff09<\/h2>\n\n\n\n
                        • \u8bba\u70b9\u9c9c\u660e\uff1a”LLM \u81ea\u5df1\u51b3\u5b9a\u8bbe\u8ba1\u7ec6\u8282\u65f6\u4f1a\u56de\u5f52\u5230\u6240\u89c1\u5e73\u5747\u503c”\uff0c\u89e3\u6cd5\u662f\u5148\u68c0\u7d22\u5916\u90e8\u8bbe\u8ba1\u5148\u4f8b\u518d\u52a8\u624b<\/strong>\u3002<\/li>
                        • \u901a\u8fc7 scripts\/muse_tool.py<\/code> \u8c03\u7528 agent-gw SDK\uff08\u22650.2.6\uff09\u8bbf\u95ee\u4ed8\u8d39\u8fdc\u7a0b\u8bbe\u8ba1\u53c2\u8003\u5e93<\/strong>\uff08”Calls cost money… billed per request”\uff09\uff0c\u51ed\u636e\u7531 SDK \u4ece\u73af\u5883\u53d8\u91cf\u81ea\u884c\u89e3\u6790\uff08\u6c99\u7bb1\u73af\u5883\u6ce8\u5165\uff0c\u6280\u80fd\u4e0d\u63a5\u89e6\u5bc6\u94a5\u2014\u2014\u5bc6\u94a5\u4e0d\u5728\u6280\u80fd\u76ee\u5f55\uff0c\u672c\u6b21\u672a\u53d1\u73b0\u4efb\u4f55\u660e\u6587\u51ed\u636e<\/strong>\uff09\u3002<\/li>
                        • \u4e24\u4e2a\u64cd\u4f5c\uff1arecall --axis '<field>=<n>[@temp]:\"<query>\"'<\/code>\uff08\u6309 layout\/color\/motion\/typography \u7b49 12 \u4e2a\u7ef4\u5ea6\u5bbd\u6492\u7f51\uff0c\u652f\u6301 per-axis \u6e29\u5ea6\uff0c\u7ed3\u679c\u542b seg=anchor|serendipity<\/code> \u60ca\u559c\u4f4d\uff09\u4e0e fetch --ids\/--query<\/code>\uff08\u6df1\u53d6\u79cd\u5b50\u8bb0\u5f55+\u7ef4\u5ea6\u53c2\u8003\uff0c\u5199\u6587\u4ef6\u53ea\u6253\u5370\u8def\u5f84\uff09\u3002<\/li>
                        • \u6210\u672c\u7eaa\u5f8b\uff1a\u9ed8\u8ba4\u6070\u597d 1 \u6b21 recall + 1 \u6b21 fetch\uff1b\u5408\u6210\u4e0a\u9650 3 seeds + 5 \u7ef4\u5ea6\u53c2\u8003\u3002<\/li>
                        • \u8f93\u51fa\u53e3\u5f84\u7eaa\u5f8b\uff1a\u4e0d\u5f97\u66b4\u9732\u6765\u6e90\/id\/”\u57fa\u4e8e\u53c2\u8003 X”\uff0c\u628a\u8bbe\u8ba1\u51b3\u7b56\u5448\u73b0\u4e3a\u81ea\u5df1\u7684\u7efc\u5408\u3002<\/li>
                        • \u9644\u5e26\u4e2d\u6587\u6392\u7248\u786c\u89c4\u5219\uff08\u4e2d\u6587\u5fc5\u987b\u6709\u4e2d\u6587\u5b57\u4f53\u6808\u3001\u4e2d\u6587\u7981\u4f2a\u659c\u4f53\u7b49\uff09\u3002<\/li><\/ul>\n\n\n\n

                          9. \u5176\u4ed6\u91cd\u70b9\u901f\u8bb0<\/h2>\n\n\n\n