{
  "bundleId": "constrained-v1",
  "version": 1,
  "description": "Conservative execution bundle for locked and review-heavy environments.",
  "defaultMcpProfile": "locked",
  "approval": {
    "requiredRisks": ["medium", "high", "critical"],
    "profileOverrides": {
      "default": ["medium", "high", "critical"],
      "readonly": ["medium", "high", "critical"],
      "locked": ["low", "medium", "high", "critical"]
    }
  },
  "intents": [
    {
      "id": "capture_feedback_loop",
      "description": "Capture user outcome and update memory artifacts.",
      "risk": "low",
      "actions": [
        {
          "kind": "mcp_tool",
          "name": "capture_feedback"
        }
      ]
    },
    {
      "id": "improve_response_quality",
      "description": "Summarize recent failures and regenerate prevention rules.",
      "risk": "medium",
      "actions": [
        {
          "kind": "mcp_tool",
          "name": "feedback_summary"
        },
        {
          "kind": "mcp_tool",
          "name": "prevention_rules"
        }
      ]
    },
    {
      "id": "publish_dpo_training_data",
      "description": "Export DPO preference pairs for model improvement pipelines.",
      "risk": "high",
      "actions": [
        {
          "kind": "mcp_tool",
          "name": "export_dpo_pairs"
        }
      ]
    },
    {
      "id": "publish_databricks_analytics_bundle",
      "description": "Export ThumbGate analytics and proof artifacts as a Databricks-ready bundle.",
      "risk": "high",
      "actions": [
        {
          "kind": "mcp_tool",
          "name": "export_databricks_bundle"
        }
      ]
    }
  ]
}