{
  "version": 1,
  "description": "Single source of truth (lag 0) for 'in-domain' classification. Consolidates four previously-divergent taxonomies into one: (a) poll-sitemaps TARGET_PREFIXES, (b) discover-new-urls INCLUDE/EXCLUDE, (c) category->skill ownership, (d) report-changes getFilePriority. Scripts READ this file; they no longer embed their own copies.",
  "provenance": {
    "category_skill": "PHYSICAL DISK is canonical (skills/<skill>/references/<category>/). category-skill-map.json drifted on 4 entries (copilot-extensibility, monitoring-observability, performance-scalability, prompt-engineering) and is no longer consumed by code.",
    "sitemap_prefixes": "poll-sitemaps superset (23). discover-new-urls previously had only 12 — now reads this list for poll parity. Fase 1a (2026-06-26) added 5 stack-relevant docsets — graph, ai-builder, power-apps, power-automate, microsoftsearch — each a single child sitemap verified live against the index, reclaiming cited URLs previously stranded as not_in_sitemap.",
    "notes": "dotnet_en-us_ deliberately excluded: 75 sitemaps, only ~12 matches — not worth weekly polling.",
    "course_products": "Product slugs enumerated LIVE from the Learn Platform API (C3.3, server-side /api/v1/modules?products=<slug> probe). Doc slug 'azure-ai-foundry' is DEAD (0 hits) → Foundry/AI-services courses surface under 'azure-openai'. Slug gotchas confirmed live: 'fabric' (not 'microsoft-fabric'), 'entra' (not 'microsoft-entra-id'), 'azure-cosmos-db' (not 'cosmos-db'), 'azure-cognitive-search' (not 'azure-ai-search'). 'azure-kubernetes-service' is live but excluded (no AI category → noise). Maps slug->category; the owning skill is DERIVED from category_skill via makeCourseClassifier (never stored, cannot diverge)."
  },
  "sitemap_prefixes": [
    "azure_en-us_",
    "microsoft-copilot-studio_en-us_",
    "security_en-us_",
    "fabric_en-us_",
    "power-platform_en-us_",
    "ai_en-us_",
    "copilot_en-us_",
    "compliance_en-us_",
    "agent-framework_en-us_",
    "semantic-kernel_en-us_",
    "entra_en-us_",
    "purview_en-us_",
    "microsoftteams_en-us_",
    "sharepoint_en-us_",
    "microsoft-365_en-us_",
    "training_en-us_",
    "cloud-computing_en-us_",
    "privacy_en-us_",
    "graph_en-us_",
    "ai-builder_en-us_",
    "power-apps_en-us_",
    "power-automate_en-us_",
    "microsoftsearch_en-us_"
  ],
  "category_skill": {
    "agent-orchestration": "ms-ai-engineering",
    "ai-security-engineering": "ms-ai-security",
    "api-management": "ms-ai-engineering",
    "architecture": "ms-ai-advisor",
    "azure-ai-services": "ms-ai-engineering",
    "bcdr": "ms-ai-infrastructure",
    "copilot-extensibility": "ms-ai-advisor",
    "cost-optimization": "ms-ai-security",
    "data-engineering": "ms-ai-engineering",
    "development": "ms-ai-advisor",
    "hybrid-edge": "ms-ai-infrastructure",
    "mlops-genaiops": "ms-ai-engineering",
    "monitoring-observability": "ms-ai-governance",
    "multi-modal": "ms-ai-engineering",
    "norwegian-public-sector-governance": "ms-ai-governance",
    "performance-scalability": "ms-ai-security",
    "platforms": "ms-ai-advisor",
    "prompt-engineering": "ms-ai-advisor",
    "rag-architecture": "ms-ai-engineering",
    "responsible-ai": "ms-ai-governance",
    "security-scoring": "ms-ai-security"
  },
  "course_products": {
    "azure-openai": "azure-ai-services",
    "azure-machine-learning": "mlops-genaiops",
    "azure-cognitive-search": "rag-architecture",
    "azure-cosmos-db": "data-engineering",
    "fabric": "data-engineering",
    "azure-databricks": "data-engineering",
    "microsoft-copilot-studio": "platforms",
    "power-automate": "platforms",
    "power-apps": "platforms",
    "power-platform": "platforms",
    "ai-builder": "platforms",
    "microsoft-365-copilot": "copilot-extensibility",
    "microsoft-purview": "responsible-ai",
    "entra": "ai-security-engineering",
    "defender-for-cloud": "ai-security-engineering"
  },
  "relevance": {
    "include": [
      { "pattern": "/azure/ai-foundry/", "category": "azure-ai-services" },
      { "pattern": "/azure/ai-services/", "category": "azure-ai-services" },
      { "pattern": "/azure/machine-learning/", "category": "mlops-genaiops" },
      { "pattern": "/azure/search/", "category": "rag-architecture" },
      { "pattern": "/azure/api-management/", "category": "api-management" },
      { "pattern": "/azure/azure-monitor/", "category": "monitoring-observability" },
      { "pattern": "/azure/well-architected/", "category": "architecture" },
      { "pattern": "/microsoft-copilot-studio/", "category": "copilot-extensibility" },
      { "pattern": "/copilot/microsoft-365/", "category": "copilot-extensibility" },
      { "pattern": "/microsoft-365-copilot/", "category": "copilot-extensibility" },
      { "pattern": "/security/(?:ai|benchmark|engineering)/", "category": "ai-security-engineering" },
      { "pattern": "/azure/defender-for-cloud/", "category": "ai-security-engineering" },
      { "pattern": "/purview/", "category": "responsible-ai" },
      { "pattern": "/semantic-kernel/", "category": "agent-orchestration" },
      { "pattern": "/agent-framework/", "category": "agent-orchestration" },
      { "pattern": "/fabric/(?:data-engineering|data-science|real-time-intelligence)/", "category": "data-engineering" },
      { "pattern": "/azure/cosmos-db/", "category": "data-engineering" },
      { "pattern": "/azure/databricks/", "category": "data-engineering" },
      { "pattern": "/entra/(?:identity|agent)/", "category": "ai-security-engineering" }
    ],
    "exclude": [
      "/training/",
      "/credentials/",
      "/legal/",
      "/previous-versions/",
      "/archive/",
      "/samples/",
      "/release-notes?/",
      "/whats-new",
      "/changelog",
      "/migrate/"
    ]
  },
  "priority": {
    "rules": [
      { "match": "cost|pricing|pris", "priority": "critical" },
      { "match": "responsible-ai|governance|ai-security-(?:engineering|scoring)", "priority": "high" },
      { "match": "platforms|copilot|azure-ai-services|agent-orchestration|rag|mlops|prompt-engineering|monitoring|performance", "priority": "medium" }
    ],
    "default": "low",
    "dateless": "unverified"
  }
}