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Tenant ATLAS (knowledge artifacts)

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Tenant ATLAS (knowledge artifacts)

Structured knowledge scoped to `tenantId` for retrieval, reuse, and governed deprecation without Global ATLAS promotion.

LiveCatalogue status
ObservingRuntime posture

Tenant-scoped knowledge artifacts for ORACLE retrieval and continuous learning — distinct from MNEMOSYNE memory and ATLAS orchestration.

  • Tenant ATLAS
  • Knowledge artifacts
  • ORACLE retrieval
  • Tenant scope
  • Observing

Expanded capabilities

  • Store tenant knowledge artifacts with trust levels and namespaces
  • Support create/deprecate under MANAGER+ gates
  • Expose trust inventory for Knowledge Gov · Scope/Trust
  • Enrich ORACLE packs with atlas_artifact evidence
  • Keep globalAtlasAutoPush false

How they learn & improve

Tenant ATLAS improves knowledge quality when operators deprecate low-trust rows and apply learning that targets artifacts — never via cross-tenant push.

  1. Create artifacts with provenance (≥1 source reference).
  2. Deprecate when trust or retention says so.
  3. Promote only through human learning apply, still tenant-scoped.

Practical benefits

  • Trust inventoryOperators see high/medium/low trust bands by namespace — clean house before audits.
  • Human createConsole create stamps HUMAN_OPERATOR provenance so knowledge isn’t anonymous.
  • No surprise global publishglobalAtlasAutoPush stays false even when learning apply succeeds locally.

Learning and improvement stay human-visible: candidates are RECORD_ONLY until an operator reviews and applies them. Sensitive sends, publishes, and approvals never run silently.

Tenant ATLAS (knowledge artifacts) — AgentIQ Agent Catalogue · AgentIQ Labs