{
  "status": "ok",
  "generated_at": "2026-09-30T16:03:59+00:00",
  "claim_state": "DERIVED_DASHBOARD",
  "claim_boundary": "Aggregated infrastructure dashboard. Not procurement advice. Not outage forecast.",
  "sections": {
    "provider_trust": {
      "avoid": 1,
      "optimal": 3,
      "insufficient_evidence": 7,
      "review": 2
    },
    "mcp_churn": {
      "date": "2026-09-29",
      "added": 12,
      "removed": 5,
      "modified": 16,
      "total_servers": 1379,
      "churn_rate": 2.39,
      "volatility": "ACTIVE",
      "computed_at": "2026-09-29T10:36:40+00:00"
    },
    "mcp_operator_risk": {
      "operators": 50,
      "high_churn": 3,
      "watch": 2
    },
    "mcp_brief": {
      "headline": "MCP registry is ACTIVE with 2.39% churn on 2026-09-29"
    },
    "supply_chain": {
      "count": 21,
      "noise_filtered": 4,
      "category_counts": {
        "chips": 4,
        "compute": 6,
        "gpu_hardware": 5,
        "ma": 1,
        "noise": 4,
        "policy": 1,
        "pricing": 3,
        "trade": 1
      }
    },
    "infrastructure_weather": {
      "condition": "WATCH",
      "score": 35,
      "reasons": [
        "22 high/critical incidents in 7d",
        "probe local outages exist"
      ]
    },
    "availability_reference": {
      "self_uptime": 99.838,
      "local_outages": 3
    },
    "self_audit": {
      "critical": 1,
      "checks": 7
    },
    "demand": {
      "top_family": "other",
      "top_downloads": 7111
    }
  },
  "recommended_actions": [
    {
      "id": "mcp_dependency_watch",
      "priority": "high",
      "reason": "MCP churn is a measured signal of agent infrastructure volatility.",
      "next": "Use MCP churn brief and operator risk for dependency review."
    },
    {
      "id": "provider_reliability_surface",
      "priority": "high",
      "reason": "HF demand router shows provider reliability is a leading demand family.",
      "next": "Keep provider reliability landing prominent."
    },
    {
      "id": "supply_chain_monitor",
      "priority": "medium",
      "reason": "Supply-chain signals are now noise-filtered and signed.",
      "next": "Create Phoenix object for latest supply-chain snapshot."
    }
  ],
  "inputs": {
    "trust_grid": "trust_grid.json",
    "mcp_churn": "mcp_churn_index.json",
    "mcp_operator_risk": "mcp_operator_risk.json",
    "mcp_churn_brief": "mcp_churn_brief.json",
    "supply_chain": "supply_chain_signals.json",
    "weather": "infrastructure_weather.json",
    "availability": "probe_decontam.json",
    "self_audit": "self_audit.json",
    "demand": "hf_demand_router.json"
  }
}