{
      "tool_id": "art-97-sanctions-screening-quality-scorer",
      "tool_version": "1.0.0",
      "display_name": "Sanctions Screening-Program Quality Scorer",
      "mcp_name": "score_sanctions_screening_quality",
      "mandate_type": "model_governance",
      "wave": 19,
      "gpu": false,
      "url": "https://ainumbers.co/chaingraph/art-97-sanctions-screening-quality-scorer.html",
      "description": "Wolfsberg-aligned screening-program quality scorecard: list coverage + match calibration + alert tuning + escalation workflow + model validation -> composite program-conformance grade and improvement priorities.",
      "input_schema_ref": "chaingraph/art-97-sanctions-screening-quality-scorer.html#manifest",
      "consumes": [
        "art-92-screening-list-coverage-checker",
        "art-93-fuzzy-match-calibration-scorer"
      ],
      "feeds": [
        "cry-05-agent-action-audit-trail-aggregator"
      ],
      "status": "live",
      "conformance_fixtures": false,
      "compute_capability": "server",
      "compute_images": [{"system":"sha256-source","image_id":"sha256:2e0ba6416081ea51d9652a6c147199662063a9ba489b68691dc07d76f0701983","valid_from":"2026-07-10"},{"system":"risc0","image_id":"sha256:a1a0bc89b5b1febaeda3519f6dbade0fa5ac16beeb143c4e1b01689573567bc6","valid_from":"2026-06-28"}],
      "compute_proof": {
        "type": "ZkVmReceipt",
        "system": "risc0",
        "receiptFormat": "groth16-bn254",
        "imageId": "sha256:a1a0bc89b5b1febaeda3519f6dbade0fa5ac16beeb143c4e1b01689573567bc6",
        "seal": "GPz71ZERvflzJa6cGTU5N3lPC5cWBAohshKacQgrgQElOeTXE0vgnyUeW+d84oUGlh5F9Hqu/bsAUR/mbEBgCyb/P9G0tmfXKYzhdJwrGesppUegiRJR9RlYutXgpwlfEFu58VyrqBYzrONh5LInH+6VzofvqZ45P2w5eRBRjnAtPiwEbELPuFH05gPy8j+609ngF9ZsjhvwGjMfFgoNkgL1Qoi2fNeecGDw8jYn3AS4VuG7VrPnpv9zmBo6Wkx2KP+LzIf5BOmek5F13tPmDNkQbXtZgaXvtUCw3mth8UoGiWl7ocMq/+TRiBtwtAqJca2ssJBhwsJKvk78HbTkYw==",
        "journal": {
          "chaingraph_version": "0.4.0",
          "kernel_digest": "sha256:2e0ba6416081ea51d9652a6c147199662063a9ba489b68691dc07d76f0701983",
          "output": {
            "component_scores": {
              "alert_tuning": 30,
              "escalation_workflow": 0,
              "list_coverage": 20,
              "match_calibration": 20,
              "model_validation": 0
            },
            "component_weights": {
              "alert_tuning": 20,
              "escalation_workflow": 15,
              "list_coverage": 25,
              "match_calibration": 25,
              "model_validation": 15
            },
            "composite_pct": 16,
            "improvement_priorities": [
              {
                "action": "Define and document alert review SLA and escalation path",
                "current_score": 0,
                "dimension": "escalation_workflow"
              },
              {
                "action": "Commission independent model validation of the screening engine",
                "current_score": 0,
                "dimension": "model_validation"
              },
              {
                "action": "Run sanc-list-coverage chain — remediate missing lists and nexus gaps",
                "current_score": 20,
                "dimension": "list_coverage"
              },
              {
                "action": "Run sanc-fuzzy-calibration chain — calibrate threshold to minimise false negatives",
                "current_score": 20,
                "dimension": "match_calibration"
              },
              {
                "action": "Review alert generation rules — calibrate suppression rules to reduce false positives without reducing recall",
                "current_score": 30,
                "dimension": "alert_tuning"
              }
            ],
            "note": "DECISION-SUPPORT DRAFT. Program grades reflect inputs only — comprehensive assessment requires examination of underlying evidence. Verify Wolfsberg/FATF/OFAC/OFSI guidance for current expectations.",
            "program_grade": "F",
            "reference_version": "2026-06",
            "wolfsberg_note": "Wolfsberg Sanctions Screening Guidance (2019) sets benchmarks across list coverage, match quality, alert management, and governance. Verify current guidance version."
          }
        }
      },
      "export_capability": [
        "pdf",
        "xlsx"
      ]
    }