第 15 課：域包 — 行業特定的 AI 包

從零開始搭建AI代理平台－與xClaw實戰

第 5 部分：技能、領域和插件

亞洲開發網

簡介

Domain Packs are pre-built bundles including skills + tools + prompts specific to a specific industry.使用者選擇「Healthcare Pack」而不是通用代理，並立即獲得醫療工具、臨床提示和 HIPAA 合規性檢查。

---

1. Domain Pack Architecture

// packages/domains/src/types.ts
export interface DomainPack {
  id: string;
  name: string;
  slug: string;
  description: string;
  version: string;
  icon: string;
  color: string;
  skills: SkillDefinition[];
  systemPrompt: string;              // Domain-specific base prompt
  suggestedQuestions: string[];       // Quick-start examples
  complianceRules?: ComplianceRule[];
  requiredPermissions?: string[];
}

export interface ComplianceRule {
  id: string;
  name: string;
  description: string;
  check: (message: string) => boolean;
  action: 'warn' | 'block' | 'redact';
}

---

2. Healthcare Domain Pack

// packages/domains/src/packs/healthcare.ts
export const healthcarePack: DomainPack = {
  id: 'healthcare',
  name: 'Healthcare & Medical',
  slug: 'healthcare',
  description: 'Medical AI assistant with clinical tools and HIPAA compliance',
  version: '1.0.0',
  icon: '🏥',
  color: '#10b981',

  systemPrompt: `You are a medical AI assistant. Guidelines:
- Always cite medical sources (PubMed, clinical guidelines)
- Include appropriate disclaimers for medical advice
- Follow HIPAA compliance for patient data
- Use ICD-10 codes when relevant
- Recommend professional consultation for diagnoses`,

  suggestedQuestions: [
    'Explain the mechanism of action of metformin',
    'What are the differential diagnoses for chest pain?',
    'Summarize the latest guidelines for hypertension management',
  ],

  skills: [
    defineSkill({
      id: 'medical-search',
      name: 'Medical Literature Search',
      description: 'Search PubMed and medical databases',
      version: '1.0.0',
      tools: [
        {
          definition: {
            name: 'pubmed_search',
            description: 'Search PubMed for medical literature',
            parameters: {
              type: 'object',
              properties: {
                query: { type: 'string', description: 'Medical search query' },
                maxResults: { type: 'number', description: 'Max results (1-20)' },
              },
              required: ['query'],
            },
          },
          handler: pubmedSearchHandler,
        },
        {
          definition: {
            name: 'drug_interaction_check',
            description: 'Check for drug-drug interactions',
            parameters: {
              type: 'object',
              properties: {
                drugs: { type: 'string', description: 'Comma-separated drug names' },
              },
              required: ['drugs'],
            },
          },
          handler: drugInteractionHandler,
        },
        {
          definition: {
            name: 'icd10_lookup',
            description: 'Look up ICD-10 diagnosis codes',
            parameters: {
              type: 'object',
              properties: {
                query: { type: 'string', description: 'Condition or symptom' },
              },
              required: ['query'],
            },
          },
          handler: icd10LookupHandler,
        },
      ],
    }),
  ],

  complianceRules: [
    {
      id: 'hipaa-phi',
      name: 'HIPAA PHI Detection',
      description: 'Detect and redact Protected Health Information',
      check: (message) => {
        // Detect SSN, patient IDs, etc.
        return /\b\d{3}-\d{2}-\d{4}\b/.test(message) ||
               /patient\s+id:\s*\w+/i.test(message);
      },
      action: 'redact',
    },
  ],
};

---

3. Domain Pack Registry

// packages/domains/src/domain-registry.ts
export class DomainRegistry {
  private packs = new Map<string, DomainPack>();

  register(pack: DomainPack) {
    this.packs.set(pack.id, pack);
  }

  get(id: string): DomainPack | undefined {
    return this.packs.get(id);
  }

  listAll(): DomainPack[] {
    return Array.from(this.packs.values());
  }

  // Activate domain for a session
  activateForSession(
    domainId: string,
    sessionId: string,
    skillManager: SkillManager,
  ): void {
    const pack = this.packs.get(domainId);
    if (!pack) throw new Error(`Domain pack not found: ${domainId}`);

    // Register all skills from the pack
    for (const skill of pack.skills) {
      skillManager.register(skill);
      skillManager.activate(sessionId, skill.id);
    }
  }
}

---

4. Available Domain Packs in xClaw

包	工具	使用案例
醫療保健	PubMed search, Drug interactions, ICD-10	Medical AI assistant
法律	Case law search, Contract analysis, Compliance	法律研究
金融	Market data, Financial analysis, Risk scoring	財務顧問
教育	Quiz generator, Curriculum builder, Grading	教育科技人工智慧
開發營運	Log analysis, Infrastructure check, AlertManager	SRE助理
客戶支援	Ticket search, FAQ retrieval, Sentiment analysis	Support bot
內容	SEO analysis, Content calendar, Social post gen	內容行銷
人力資源	Resume parser, Job matching, Interview questions	人力資源自動化
電子商務	Product search, Price comparison, Review analysis	導購助理
資料分析	SQL generation, Chart creation, Statistical tests	資料分析師
研究	Paper search, Citation manager, Literature review	學術研究
創意	Image prompts, Story generator, Brand naming	Creative AI
安全	CVE lookup, SIEM analysis, Threat intelligence	證券分析師

---

5. 總結

• Domain Packs = pre-built bundles (skills + prompts + compliance)
• Registry pattern — plug-and-play activation
• Compliance rules — domain-specific safety checks
• Scalability — each pack is an independent package, can be published separately

Next article: Plugin System & MCP Protocol.