Sec-Mass-Assignment-Profile

The model receives the prompt (and optional system message). The run uses scorer rubric_json_metrics with the JSON configuration below. Pass/fail and partial credit are determined entirely by that scorer against the model output; no human grading.

Return JSON only with keys verdict, risk, mitigation. A profile update endpoint spreads the entire request body into the user record, including fields like role and isAdmin.

{
  "metrics": {
    "correct": {
      "checks": [
        {
          "contains": [
            "mass assignment"
          ]
        },
        {
          "contains": [
            "role"
          ]
        },
        {
          "contains": [
            "isAdmin"
          ]
        }
      ]
    },
    "hidden": {
      "checks": [
        {
          "contains": [
            "allowlist fields"
          ]
        },
        {
          "contains": [
            "authorization"
          ]
        },
        {
          "contains": [
            "request body"
          ]
        }
      ]
    }
  }
}