{
  "$id": "https://yo-ai.ai/schemas/safe-release.recommend.output.schema.json",
  "title": "Safe-Release.Recommend.Output",
  "description": "Profile-aware output for the Safe-Release.Recommend capability.",
  "type": "object",
  "properties": {
    "result": {
      "type": "object",
      "description": "Primary capability output fields.",
      "properties": {
        "release_decision": {
          "type": "string",
          "description": "Determination of whether the dataset is safe to release.",
          "enum": ["approved", "approved_with_mitigations", "not_approved"]
        },
        "required_mitigations": {
          "type": "array",
          "description": "Mitigations required before release (e.g., generalization, suppression, aggregation).",
          "items": { "type": "string" }
        },
        "residual_risk": {
          "type": "string",
          "description": "Residual re-identification risk after recommended mitigations.",
          "enum": ["low", "medium", "high"]
        },
        "compliance_rationale": {
          "type": "object",
          "description": "Explanation of how the decision aligns with regulatory frameworks.",
          "additionalProperties": true
        }
      },
      "required": ["release_decision"]
    },
    "profile": {
      "$ref": "https://yo-ai.ai/schemas/common/profile.schema.json",
      "description": "Optional updated profile after applying profilePatch."
    },
    "warnings": {
      "type": "array",
      "description": "Optional warnings or governance notes.",
      "items": {
        "$ref": "https://yo-ai.ai/schemas/common/warning.schema.json"
      }
    }
  },
  "required": ["result"]
}