{
  "schema": "atomic-learning-invention-engine-v1",
  "status": "live-public-build",
  "updated": "2026-06-14",
  "purpose": "Let Atomic AI learn from public-safe, consented, aggregate usage signals and convert demand into new missions, agents, tools, templates, project ideas, and marketplace opportunities.",
  "privacyBoundary": [
    "No raw IP publishing",
    "No contact detail publishing",
    "No wallet address publishing from public learning events",
    "No sensitive material collection",
    "No private uploads used without explicit review",
    "No automatic mainnet action"
  ],
  "learningSources": [
    {
      "name": "Public funnel events",
      "source": "/public-data/growth-funnel.json",
      "use": "Find weak steps, high-interest routes, return loops, and builder intent."
    },
    {
      "name": "Platform activity",
      "source": "/public-data/platform-events.json",
      "use": "Observe route demand, utility interest, marketplace intent, and contribution patterns."
    },
    {
      "name": "Daily User Loop",
      "source": "/public-data/daily-user-loop.json",
      "use": "Convert identity, memory, missions, agents, marketplace, and DRK utility into repeatable user journeys."
    },
    {
      "name": "AI Operating Layer",
      "source": "/public-data/ai-operating-layer.json",
      "use": "Map every recommendation to a live module, route, and safety boundary."
    }
  ],
  "inventionOutputs": [
    {
      "type": "Mission",
      "examples": ["finish onboarding", "build first agent", "publish first template", "submit proof", "invite a teammate"]
    },
    {
      "type": "Agent",
      "examples": ["local business lead agent", "contract risk reviewer", "website trust scanner", "token research assistant", "support triage helper"]
    },
    {
      "type": "Tool",
      "examples": ["Capsule profile grader", "mission generator", "proof checklist builder", "marketplace listing optimizer", "DRK utility mapper"]
    },
    {
      "type": "Project",
      "examples": ["roofing CRM", "creator launch kit", "AI support portal", "community mission hub", "business Capsule workspace"]
    },
    {
      "type": "Marketplace Opportunity",
      "examples": ["template pack", "agent pack", "workflow pack", "audit pack", "founder pack"]
    }
  ],
  "recommendationLogic": [
    "If many users visit but do not start, invent a simpler onboarding mission.",
    "If users run agents but do not save, invent a better result pack and save route.",
    "If users visit marketplace routes, invent agent and template supply for those categories.",
    "If users return to memory and profile pages, invent stronger Twin and identity workflows.",
    "If users inspect DRK utility, invent clearer access, credit, and premium-mode routes.",
    "If teams visit business routes, invent Team Capsule and Business Capsule setup flows."
  ],
  "reviewBoundary": "Atomic AI can recommend, draft, rank, and prepare inventions. Publishing, spending, deploying, token movement, and sensitive operations remain reviewed."
}