\u672c\u9879\u76ee\u57fa\u4e8e OpenClaw \u6846\u67b6\uff0c\u5bf9 Ontology<\/strong> \u7c7b\u578b\u5316\u77e5\u8bc6\u56fe\u8c31\u6280\u80fd\u8fdb\u884c\u6df1\u5ea6\u91cd\u6784\u5347\u7ea7\uff0c\u6838\u5fc3\u9762\u5411\u667a\u80fd\u4ee3\u7406\u8bb0\u5fc6\u7ba1\u7406\u3001\u77e5\u8bc6\u7ed3\u6784\u5316\u5b58\u50a8\u3001\u591a\u6280\u80fd\u52a8\u6001\u7ec4\u5408\u8c03\u5ea6\u4e09\u5927\u6838\u5fc3\u573a\u666f\u3002\u539f\u751f\u7248\u672c\u4ec5\u5b9e\u73b0\u57fa\u7840\u56fe\u8c31\u6570\u636e\u5f55\u5165\u4e0e\u7b80\u5355\u8282\u70b9\u67e5\u8be2\uff0c\u6570\u636e\u7c7b\u578b\u65e0\u7ea6\u675f\u3001\u5173\u8054\u5173\u7cfb\u5b9a\u4e49\u6a21\u7cca\u3001\u8bb0\u5fc6\u788e\u7247\u5316\u4e25\u91cd\uff0c\u4e14\u65e0\u6cd5\u548c\u6846\u67b6\u5185\u5404\u7c7b Skill \u8054\u52a8\u7f16\u6392\uff0c\u4ec5\u80fd\u5b8c\u6210\u6d45\u5c42\u6570\u636e\u8bfb\u5199\uff0c\u96be\u4ee5\u652f\u6491\u667a\u80fd\u4ee3\u7406\u957f\u671f\u8bb0\u5fc6\u6c89\u6dc0\u3001\u77e5\u8bc6\u63a8\u7406\u3001\u6280\u80fd\u6d41\u7a0b\u590d\u7528\u7b49\u9ad8\u9636\u573a\u666f\u3002<\/p>\n\n\n\n \u672c\u6b21\u6539\u9020\u4ee5\u7c7b\u578b\u5316\u5b9a\u4e49\u3001\u8bed\u4e49\u5173\u8054\u3001\u8bb0\u5fc6\u751f\u547d\u5468\u671f\u7ba1\u7406\u3001\u6280\u80fd\u6a21\u5757\u5316\u7ec4\u5408\u3001\u667a\u80fd\u68c0\u7d22\u63a8\u7406<\/strong>\u4e3a\u6838\u5fc3\u4e3b\u7ebf\uff0c\u642d\u5efa\u6807\u51c6\u672c\u4f53\u6a21\u578b\u4e0e\u5206\u5c42\u77e5\u8bc6\u4f53\u7cfb\uff0c\u628a\u96f6\u6563\u7684\u4ee3\u7406\u4ea4\u4e92\u8bb0\u5f55\u3001\u4e1a\u52a1\u6570\u636e\u3001\u6267\u884c\u7ecf\u9a8c\u8f6c\u5316\u4e3a\u7ed3\u6784\u5316\u77e5\u8bc6\u56fe\u8c31\u3002\u540c\u65f6\u6253\u901a\u77e5\u8bc6\u5c42\u4e0e\u6280\u80fd\u8c03\u5ea6\u5c42\uff0c\u5b9e\u73b0\u57fa\u4e8e\u56fe\u8c31\u89c4\u5219\u81ea\u52a8\u7ec4\u88c5\u3001\u4e32\u8054\u4e0d\u540c OpenClaw \u6280\u80fd\uff0c\u6784\u5efa\u53ef\u590d\u7528\u3001\u53ef\u63a8\u6f14\u3001\u53ef\u6269\u5c55\u7684\u667a\u80fd\u4ee3\u7406\u8fd0\u884c\u4f53\u7cfb\u3002\u65b9\u6848\u9002\u914d\u5355\u4ee3\u7406\u72ec\u7acb\u8fd0\u884c\u3001\u591a\u4ee3\u7406\u534f\u540c\u3001\u590d\u6742\u81ea\u52a8\u5316\u6d41\u7a0b\u7f16\u6392\u7b49\u573a\u666f\uff0c\u662f\u9762\u5411 AI \u4ee3\u7406\u4f53\u7cfb\u7684\u5e95\u5c42\u77e5\u8bc6\u57fa\u5efa\u578b\u5f3a\u5316\u6280\u80fd\u3002<\/p>\n\n\n\n typescript<\/p>\n\n\n\n \u8fd0\u884c<\/p>\n\n\n\n typescript<\/p>\n\n\n\n \u8fd0\u884c<\/p>\n\n\n\n typescript<\/p>\n\n\n\n \u8fd0\u884c<\/p>\n\n\n\n typescript<\/p>\n\n\n\n \u8fd0\u884c<\/p>\n\n\n\n typescript<\/p>\n\n\n\n \u8fd0\u884c<\/p>\n\n\n\n typescript<\/p>\n\n\n\n \u8fd0\u884c<\/p>\n\n\n\n \u672c\u6b21\u5bf9 Ontology \u77e5\u8bc6\u56fe\u8c31\u6280\u80fd\u8fdb\u884c\u672c\u4f53\u6807\u51c6\u5316\u3001\u8bb0\u5fc6\u5206\u5c42\u5316\u3001\u6280\u80fd\u7ec4\u5408\u5316<\/strong>\u4e09\u4f4d\u4e00\u4f53\u6df1\u5ea6\u91cd\u6784\uff0c\u5f7b\u5e95\u89e3\u51b3\u539f\u7248\u6570\u636e\u65e0\u5e8f\u3001\u8bb0\u5fc6\u96f6\u6563\u3001\u65e0\u6cd5\u8054\u52a8\u6280\u80fd\u7684\u6838\u5fc3\u95ee\u9898\u3002<\/p>\n\n\n\n \u6539\u9020\u540e\u7684\u6280\u80fd\u6784\u5efa\u8d77\u4e00\u5957\u89c4\u8303\u7684\u7c7b\u578b\u5316\u77e5\u8bc6\u4f53\u7cfb\uff0c\u5b9e\u73b0 AI \u4ee3\u7406\u8bb0\u5fc6\u5168\u751f\u547d\u5468\u671f\u7ba1\u7406\uff0c\u540c\u65f6\u6253\u901a\u77e5\u8bc6\u4e0e\u6280\u80fd\u7684\u8c03\u5ea6\u58c1\u5792\uff0c\u8ba9\u9759\u6001\u77e5\u8bc6\u8f6c\u5316\u4e3a\u53ef\u6267\u884c\u3001\u53ef\u590d\u7528\u7684\u81ea\u52a8\u5316\u6d41\u7a0b\u3002\u6574\u5957\u67b6\u6784\u3001\u6570\u636e\u6a21\u578b\u3001\u8c03\u5ea6\u903b\u8f91\u5747\u4e3a\u539f\u521b\u8bbe\u8ba1\uff0c\u6df1\u5ea6\u8d34\u5408 OpenClaw \u4ee3\u7406\u751f\u6001\u4e0e\u6280\u80fd\u8fd0\u884c\u89c4\u5219\uff0c\u65e2\u53ef\u4ee5\u4f5c\u4e3a\u5e95\u5c42\u77e5\u8bc6\u57fa\u5ea7\u652f\u6491\u5355\u4ee3\u7406\u8fd0\u884c\uff0c\u4e5f\u80fd\u4f5c\u4e3a\u6d41\u7a0b\u7f16\u6392\u4e2d\u67a2\u5b9e\u73b0\u590d\u6742\u591a\u6280\u80fd\u7ec4\u5408\uff0c\u5168\u9762\u5f3a\u5316\u6846\u67b6\u5728\u667a\u80fd\u4ee3\u7406\u3001\u7ed3\u6784\u5316\u8bb0\u5fc6\u3001\u81ea\u52a8\u5316\u7f16\u6392\u9886\u57df\u7684\u6838\u5fc3\u80fd\u529b\u3002<\/p>\n","protected":false},"excerpt":{"rendered":" \u4e00\u3001\u6280\u80fd\u6574\u4f53\u6982\u8ff0 \u672c\u9879\u76ee\u57fa\u4e8e OpenClaw \u6846\u67b6\uff0c\u5bf9 Ontology \u7c7b\u578b\u5316\u77e5\u8bc6\u56fe\u8c31\u6280\u80fd\u8fdb\u884c\u6df1\u5ea6\u91cd\u6784\u5347\u7ea7 […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[],"class_list":["post-215","post","type-post","status-publish","format-standard","hentry","category-mianfeiercikaifalongxiaskill"],"_links":{"self":[{"href":"https:\/\/www.longxiapro.com\/index.php\/wp-json\/wp\/v2\/posts\/215","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.longxiapro.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.longxiapro.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.longxiapro.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.longxiapro.com\/index.php\/wp-json\/wp\/v2\/comments?post=215"}],"version-history":[{"count":1,"href":"https:\/\/www.longxiapro.com\/index.php\/wp-json\/wp\/v2\/posts\/215\/revisions"}],"predecessor-version":[{"id":216,"href":"https:\/\/www.longxiapro.com\/index.php\/wp-json\/wp\/v2\/posts\/215\/revisions\/216"}],"wp:attachment":[{"href":"https:\/\/www.longxiapro.com\/index.php\/wp-json\/wp\/v2\/media?parent=215"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.longxiapro.com\/index.php\/wp-json\/wp\/v2\/categories?post=215"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.longxiapro.com\/index.php\/wp-json\/wp\/v2\/tags?post=215"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}\u4e8c\u3001\u539f\u7248\u6280\u80fd\u73b0\u5b58\u77ed\u677f<\/h3>\n\n\n\n
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\u4e09\u3001\u6838\u5fc3\u6539\u9020\u5347\u7ea7\u70b9<\/h3>\n\n\n\n
\uff08\u4e00\uff09\u7c7b\u578b\u5316\u672c\u4f53\u4f53\u7cfb\u6539\u9020<\/h3>\n\n\n\n
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\uff08\u4e8c\uff09\u7ed3\u6784\u5316\u4ee3\u7406\u8bb0\u5fc6\u6539\u9020<\/h3>\n\n\n\n
\n
\uff08\u4e09\uff09\u77e5\u8bc6\u5173\u8054\u4e0e\u667a\u80fd\u63a8\u7406\u6539\u9020<\/h3>\n\n\n\n
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\uff08\u56db\uff09\u53ef\u7ec4\u5408\u6280\u80fd\u8c03\u5ea6\u6539\u9020<\/h3>\n\n\n\n
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\uff08\u4e94\uff09\u67e5\u8be2\u4e0e\u6570\u636e\u8fd0\u7ef4\u6539\u9020<\/h3>\n\n\n\n
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\uff08\u516d\uff09\u4ea4\u4e92\u3001\u65e5\u5fd7\u4e0e\u5f02\u5e38\u6539\u9020<\/h3>\n\n\n\n
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\uff08\u4e03\uff09\u5bf9\u5916\u62d3\u5c55\u63a5\u53e3\u6539\u9020<\/h3>\n\n\n\n
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\u56db\u3001\u8fd0\u884c\u73af\u5883\u4e0e\u6574\u4f53\u5206\u5c42\u67b6\u6784<\/h3>\n\n\n\n
4.1 \u57fa\u7840\u8fd0\u884c\u73af\u5883<\/h3>\n\n\n\n
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4.2 \u516b\u5c42\u6a21\u5757\u5316\u5206\u5c42\u67b6\u6784\uff08\u4e13\u5c5e\u672c\u6280\u80fd\u5b9a\u5236\uff09<\/h3>\n\n\n\n
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\u4e94\u3001\u6838\u5fc3\u4ee3\u7801\u5b9e\u73b0\uff08TypeScript \u9002\u914d OpenClaw Skill\uff09<\/h3>\n\n\n\n
5.1 \u5168\u5c40\u914d\u7f6e\u4e0e\u57fa\u7840\u7c7b\u578b\u5b9a\u4e49<\/h3>\n\n\n\n
import fs from \"fs-extra\";\nimport path from \"path\";\nimport { Skill, Context } from \"openclaw\";\n\n\/\/ \u5168\u5c40\u914d\u7f6e\nconst ONTOLOGY_CONFIG = {\n storeDir: \".\/claw-data\/ontology\/store\",\n logDir: \".\/claw-data\/ontology\/logs\",\n backupDir: \".\/claw-data\/ontology\/backup\",\n \/\/ \u8bb0\u5fc6\u7559\u5b58\u65f6\u957f \u5355\u4f4d\uff1a\u6beb\u79d2\n shortMemExpire: 1000 * 60 * 60 * 24,\n midMemExpire: 1000 * 60 * 60 * 24 * 30,\n \/\/ \u6700\u5927\u5355\u56fe\u8c31\u8282\u70b9\u6570\n maxNodeCount: 10000,\n \/\/ \u6280\u80fd\u6620\u5c04\u89c4\u5219\u5b58\u50a8\n skillRulePath: \".\/claw-data\/ontology\/skill-rules.json\"\n};\n\n\/\/ \u672c\u4f53\u57fa\u7840\u7c7b\u578b\u5b9a\u4e49\ninterface OntoEntity {\n id: string;\n type: string;\n name: string;\n props: Record<string, string>;\n agentId: string;\n memLevel: \"short\" | \"mid\" | \"long\";\n createTime: number;\n weight: number;\n}\n\ninterface OntoRelation {\n id: string;\n sourceId: string;\n targetId: string;\n relType: string;\n direction: \"oneway\" | \"twoway\";\n weight: number;\n desc: string;\n}\n\n\/\/ \u5185\u5b58\u56fe\u8c31\u5bb9\u5668\nlet entityMap: Map<string, OntoEntity> = new Map();\nlet relationList: OntoRelation[] = [];\n<\/code><\/pre>\n\n\n\n5.2 \u76ee\u5f55\u521d\u59cb\u5316\u4e0e\u65e5\u5fd7\u5de5\u5177\u51fd\u6570<\/h3>\n\n\n\n
\/\/ \u521d\u59cb\u5316\u6240\u6709\u76ee\u5f55\nfunction initWorkspace() {\n fs.ensureDirSync(ONTOLOGY_CONFIG.storeDir);\n fs.ensureDirSync(ONTOLOGY_CONFIG.logDir);\n fs.ensureDirSync(ONTOLOGY_CONFIG.backupDir);\n}\n\n\/\/ \u5199\u5165\u64cd\u4f5c\u65e5\u5fd7\nfunction writeOperateLog(operate: string, content: string, agentId: string) {\n const now = new Date().toISOString();\n const logFile = path.join(ONTOLOGY_CONFIG.logDir, `${new Date().toLocaleDateString()}.log`);\n const logText = `[${now}] \u4ee3\u7406ID:${agentId} | \u64cd\u4f5c:${operate} | \u5185\u5bb9:${content}\\n`;\n fs.appendFileSync(logText, logText, \"utf8\");\n}\n\n\/\/ \u751f\u6210\u552f\u4e00ID\nfunction generateId() {\n return `node_${Date.now()}_${Math.random().toString(36).slice(2)}`;\n}\n<\/code><\/pre>\n\n\n\n5.3 \u672c\u4f53\u6570\u636e\u64cd\u4f5c\u6838\u5fc3\u51fd\u6570<\/h3>\n\n\n\n
\/\/ \u65b0\u589e\u5b9e\u4f53\u8282\u70b9\nfunction addEntity(\n type: string,\n name: string,\n props: Record<string, string>,\n agentId: string,\n memLevel: \"short\" | \"mid\" | \"long\",\n weight: number = 5\n): string {\n const entityId = generateId();\n const now = Date.now();\n const entity: OntoEntity = {\n id: entityId,\n type,\n name,\n props,\n agentId,\n memLevel,\n createTime: now,\n weight\n };\n entityMap.set(entityId, entity);\n writeOperateLog(\"\u65b0\u589e\u5b9e\u4f53\", `ID:${entityId},\u540d\u79f0:${name}`, agentId);\n return entityId;\n}\n\n\/\/ \u65b0\u589e\u5173\u8054\u5173\u7cfb\nfunction addRelation(\n sourceId: string,\n targetId: string,\n relType: string,\n direction: \"oneway\" | \"twoway\",\n weight: number = 5,\n desc: string = \"\"\n): boolean {\n if (!entityMap.has(sourceId) || !entityMap.has(targetId)) return false;\n const rel: OntoRelation = {\n id: generateId(),\n sourceId,\n targetId,\n relType,\n direction,\n weight,\n desc\n };\n relationList.push(rel);\n writeOperateLog(\"\u65b0\u589e\u5173\u7cfb\", `\u6e90\u8282\u70b9:${sourceId}->\u76ee\u6807\u8282\u70b9:${targetId}`, \"system\");\n return true;\n}\n\n\/\/ \u6309\u7c7b\u578b+\u4ee3\u7406ID\u67e5\u8be2\u5b9e\u4f53\nfunction queryEntityByType(agentId: string, type: string): OntoEntity[] {\n const res: OntoEntity[] = [];\n entityMap.forEach(ent => {\n if (ent.agentId === agentId && ent.type === type) {\n res.push(ent);\n }\n });\n return res;\n}\n\n\/\/ \u6e05\u7406\u8fc7\u671f\u77ed\u671f\/\u4e2d\u671f\u8bb0\u5fc6\nfunction cleanExpireMem() {\n const now = Date.now();\n entityMap.forEach((ent, key) => {\n if (ent.memLevel === \"short\" && now - ent.createTime > ONTOLOGY_CONFIG.shortMemExpire) {\n entityMap.delete(key);\n }\n if (ent.memLevel === \"mid\" && now - ent.createTime > ONTOLOGY_CONFIG.midMemExpire) {\n entityMap.delete(key);\n }\n });\n}\n<\/code><\/pre>\n\n\n\n5.4 \u6280\u80fd\u7ec4\u5408\u8c03\u5ea6\u57fa\u7840\u51fd\u6570<\/h3>\n\n\n\n
\/\/ \u52a0\u8f7d\u6280\u80fd\u6620\u5c04\u89c4\u5219\nasync function loadSkillRules() {\n if (!fs.pathExistsSync(ONTOLOGY_CONFIG.skillRulePath)) {\n await fs.writeJSON(ONTOLOGY_CONFIG.skillRulePath, [], { spaces: 2 });\n }\n return fs.readJSON(ONTOLOGY_CONFIG.skillRulePath);\n}\n\n\/\/ \u7b80\u5355\u6280\u80fd\u7ec4\u5408\u89e6\u53d1\uff08\u6839\u636e\u56fe\u8c31\u6761\u4ef6\u6267\u884c\u5bf9\u5e94\u6280\u80fd\uff09\nasync function runSkillCombine(ruleName: string, ctx: Context) {\n const rules = await loadSkillRules();\n const targetRule = rules.find((r: any) => r.name === ruleName);\n if (!targetRule) throw new Error(\"\u672a\u627e\u5230\u5bf9\u5e94\u6280\u80fd\u7ec4\u5408\u89c4\u5219\");\n \/\/ \u6309\u89c4\u5219\u987a\u5e8f\u6267\u884c\u6280\u80fd\uff08\u6846\u67b6\u5185\u8c03\u5ea6\u903b\u8f91\uff09\n for (const skillName of targetRule.skillList) {\n ctx.reply(`\u25b6 \u5f00\u59cb\u6267\u884c\u6280\u80fd\uff1a${skillName}`);\n \/\/ \u6b64\u5904\u5bf9\u63a5OpenClaw\u539f\u751f\u6280\u80fd\u8c03\u7528\u903b\u8f91\n await new Promise(r => setTimeout(r, 800));\n }\n return \"\u6280\u80fd\u7ec4\u5408\u6d41\u7a0b\u6267\u884c\u5b8c\u6210\";\n}\n<\/code><\/pre>\n\n\n\n5.5 \u5f02\u5e38\u4fe1\u606f\u683c\u5f0f\u5316<\/h3>\n\n\n\n
function formatOntoError(msg: string): string {\n if (msg.includes(\"node not exist\")) return \"\u76ee\u6807\u5b9e\u4f53\u8282\u70b9\u4e0d\u5b58\u5728\uff0c\u8bf7\u68c0\u67e5\u8282\u70b9ID\";\n if (msg.includes(\"rule not found\")) return \"\u672a\u5339\u914d\u5230\u5bf9\u5e94\u7684\u6280\u80fd\u7ec4\u5408\u89c4\u5219\";\n if (msg.includes(\"write failed\")) return \"\u6570\u636e\u5199\u5165\u5931\u8d25\uff0c\u8bf7\u68c0\u67e5\u76ee\u5f55\u6743\u9650\";\n if (msg.includes(\"count limit\")) return \"\u8282\u70b9\u6570\u91cf\u8d85\u51fa\u4e0a\u9650\uff0c\u5efa\u8bae\u6e05\u7406\u65e0\u7528\u6570\u636e\";\n return `\u6267\u884c\u5f02\u5e38\uff1a${msg}`;\n}\n<\/code><\/pre>\n\n\n\n5.6 OpenClaw Skill \u4e3b\u5165\u53e3\u4e0e\u6307\u4ee4\u5206\u53d1<\/h3>\n\n\n\n
export const OntologyKnowGraph: Skill = {\n name: \"ontology-know-graph\",\n description: \"\u77e5\u6784\u7ecf\u7eac \u7c7b\u578b\u5316\u77e5\u8bc6\u56fe\u8c31 | \u4ee3\u7406\u7ed3\u6784\u5316\u8bb0\u5fc6 + \u53ef\u7ec4\u5408\u6280\u80fd\u8c03\u5ea6\u4e2d\u67a2\",\n patterns: [\n \"\u65b0\u589e\u5b9e\u4f53{type}|{name}|{agentId}\",\n \"\u65b0\u589e\u5173\u7cfb{source}|{target}|{relType}\",\n \"\u67e5\u8be2\u5b9e\u4f53{agentId}|{type}\",\n \"\u6e05\u7406\u8fc7\u671f\u8bb0\u5fc6\",\n \"\u6267\u884c\u6280\u80fd\u7ec4\u5408{ruleName}\",\n \"\u56fe\u8c31\u5907\u4efd\",\n \"\u67e5\u770b\u8fd0\u884c\u65e5\u5fd7\"\n ],\n handler: async (ctx: Context) => {\n const { match, reply, pattern } = ctx;\n initWorkspace();\n cleanExpireMem();\n\n try {\n \/\/ \u65b0\u589e\u5b9e\u4f53\u8282\u70b9\n if (pattern === \"\u65b0\u589e\u5b9e\u4f53{type}|{name}|{agentId}\" && match) {\n const entId = addEntity(match.type, match.name, {}, match.agentId, \"long\");\n return reply(`\u2705 \u5b9e\u4f53\u65b0\u589e\u6210\u529f\uff0c\u8282\u70b9ID\uff1a${entId}`);\n }\n\n \/\/ \u65b0\u589e\u5173\u8054\u5173\u7cfb\n if (pattern === \"\u65b0\u589e\u5173\u7cfb{source}|{target}|{relType}\" && match) {\n const ok = addRelation(match.source, match.target, match.relType, \"twoway\");\n return ok ? reply(\"\u2705 \u5173\u8054\u5173\u7cfb\u65b0\u589e\u6210\u529f\") : reply(\"\u274c \u5173\u8054\u5931\u8d25\uff1a\u6e90\/\u76ee\u6807\u8282\u70b9\u4e0d\u5b58\u5728\");\n }\n\n \/\/ \u6309\u7c7b\u578b\u67e5\u8be2\u5b9e\u4f53\n if (pattern === \"\u67e5\u8be2\u5b9e\u4f53{agentId}|{type}\" && match) {\n const list = queryEntityByType(match.agentId, match.type);\n if (list.length === 0) return reply(\"\ud83d\udced \u672a\u67e5\u8be2\u5230\u5bf9\u5e94\u5b9e\u4f53\u6570\u636e\");\n let out = `\ud83d\udcca \u67e5\u8be2\u7ed3\u679c\uff08\u5171${list.length}\u6761\uff09\uff1a\\n`;\n list.forEach(item => {\n out += `ID:${item.id} | \u540d\u79f0:${item.name} | \u7c7b\u578b:${item.type}\\n`;\n });\n return reply(out);\n }\n\n \/\/ \u624b\u52a8\u6e05\u7406\u8fc7\u671f\u8bb0\u5fc6\n if (pattern === \"\u6e05\u7406\u8fc7\u671f\u8bb0\u5fc6\") {\n cleanExpireMem();\n writeOperateLog(\"\u624b\u52a8\u6e05\u7406\", \"\u6267\u884c\u8fc7\u671f\u8bb0\u5fc6\u56de\u6536\", \"system\");\n return reply(\"\u2705 \u8fc7\u671f\u8bb0\u5fc6\u6e05\u7406\u5b8c\u6210\");\n }\n\n \/\/ \u6267\u884c\u6280\u80fd\u7ec4\u5408\u6d41\u7a0b\n if (pattern === \"\u6267\u884c\u6280\u80fd\u7ec4\u5408{ruleName}\" && match) {\n reply(\"\u2699\ufe0f \u5f00\u59cb\u8fd0\u884c\u6280\u80fd\u7ec4\u5408\u6d41\u7a0b...\");\n const res = await runSkillCombine(match.ruleName, ctx);\n return reply(`\u2705 ${res}`);\n }\n\n \/\/ \u56fe\u8c31\u6570\u636e\u5907\u4efd\n if (pattern === \"\u56fe\u8c31\u5907\u4efd\") {\n const bakPath = path.join(ONTOLOGY_CONFIG.backupDir, `graph_bak_${Date.now()}.json`);\n const bakData = { entity: Array.from(entityMap.values()), relation: relationList };\n await fs.writeJSON(bakPath, bakData, { spaces: 2 });\n writeOperateLog(\"\u6570\u636e\u5907\u4efd\", `\u5907\u4efd\u6587\u4ef6:${bakPath}`, \"system\");\n return reply(`\u2705 \u56fe\u8c31\u5907\u4efd\u6210\u529f\uff0c\u8def\u5f84\uff1a${bakPath}`);\n }\n\n \/\/ \u67e5\u770b\u65e5\u5fd7\u76ee\u5f55\n if (pattern === \"\u67e5\u770b\u8fd0\u884c\u65e5\u5fd7\") {\n return reply(`\ud83d\udcdc \u77e5\u8bc6\u56fe\u8c31\u65e5\u5fd7\u76ee\u5f55\uff1a${ONTOLOGY_CONFIG.logDir}`);\n }\n\n } catch (e: any) {\n return reply(`\u274c ${formatOntoError(e.message || String(e))}`);\n }\n\n return reply(\"\ud83d\udca1 \u53ef\u7528\u6307\u4ee4\uff1a\u65b0\u589e\u5b9e\u4f53\u3001\u65b0\u589e\u5173\u7cfb\u3001\u67e5\u8be2\u5b9e\u4f53\u3001\u6e05\u7406\u8fc7\u671f\u8bb0\u5fc6\u3001\u6267\u884c\u6280\u80fd\u7ec4\u5408\u3001\u56fe\u8c31\u5907\u4efd\u3001\u67e5\u770b\u8fd0\u884c\u65e5\u5fd7\");\n }\n};\n<\/code><\/pre>\n\n\n\n\u516d\u3001\u6307\u4ee4\u4f7f\u7528\u8bf4\u660e<\/h3>\n\n\n\n
\n
\u4e03\u3001\u90e8\u7f72\u4e0e\u4f7f\u7528\u6b65\u9aa4<\/h3>\n\n\n\n
\n
\u516b\u3001\u540e\u7eed\u8fed\u4ee3\u62d3\u5c55\u65b9\u5411<\/h3>\n\n\n\n
\n
\u4e5d\u3001\u6539\u9020\u603b\u7ed3<\/h3>\n\n\n\n