{
  "schema_version": "starter-scaffold.v1",
  "package_role": "between_method1_and_method2",
  "use_case": {
    "name": "retail",
    "decision_maker": "Fraud Analyst",
    "decision_context": "Transaction Fraud Review",
    "context_text": "Review this transaction for fraud risk using account history, payment behavior, evidence quality, and anomaly signals."
  },
  "terminology": {
    "customer_term": "Context Supporting Vectors",
    "wire_format_compatibility": {
      "policies": "vectors.policies",
      "policy_weights": "vectors.policies_w",
      "constraints": "vectors.constraints",
      "constraint_weights": "vectors.constraints_w"
    },
    "rule": "Slot meaning is fixed by index. Customers may rename labels for their business language, but they must not change slot positions."
  },
  "editing_notes": [
    "If all 38 vector values remain 0.0, the request behaves close to text-only mode.",
    "Start by editing texts, then adjust the labeled slots that matter for your use case.",
    "Do not reorder slots. Change values only.",
    "Weights should remain 1.0 unless you intentionally need slot weighting."
  ],
  "slot_guide": {
    "policies": [
      {
        "index": 0,
        "key": "v10_0",
        "label": "Customer Stability",
        "value": 0,
        "weight": 1
      },
      {
        "index": 1,
        "key": "v10_1",
        "label": "Fraud Risk",
        "value": 0,
        "weight": 1
      },
      {
        "index": 2,
        "key": "v10_2",
        "label": "Discretionary Spend",
        "value": 0,
        "weight": 1
      },
      {
        "index": 3,
        "key": "v10_3",
        "label": "Payment History",
        "value": 0,
        "weight": 1
      },
      {
        "index": 4,
        "key": "v10_4",
        "label": "Chargeback Load",
        "value": 0,
        "weight": 1
      },
      {
        "index": 5,
        "key": "v10_5",
        "label": "Payment Backing",
        "value": 0,
        "weight": 1
      },
      {
        "index": 6,
        "key": "v10_6",
        "label": "Policy Compliance",
        "value": 0,
        "weight": 1
      },
      {
        "index": 7,
        "key": "v10_7",
        "label": "Account Tenure",
        "value": 0,
        "weight": 1
      },
      {
        "index": 8,
        "key": "v10_8",
        "label": "Buyer Reputation",
        "value": 0,
        "weight": 1
      },
      {
        "index": 9,
        "key": "v10_9",
        "label": "Fair Commerce",
        "value": 0,
        "weight": 1
      }
    ],
    "constraints": [
      {
        "index": 0,
        "key": "e28_0",
        "label": "Reference Signals",
        "value": 0,
        "weight": 1
      },
      {
        "index": 1,
        "key": "e28_1",
        "label": "Order Quality",
        "value": 0,
        "weight": 1
      },
      {
        "index": 2,
        "key": "e28_2",
        "label": "Customer Disputes",
        "value": 0,
        "weight": 1
      },
      {
        "index": 3,
        "key": "e28_3",
        "label": "Data Gaps",
        "value": 0,
        "weight": 1
      },
      {
        "index": 4,
        "key": "e28_4",
        "label": "Pre-Cleared Order",
        "value": 0,
        "weight": 1
      },
      {
        "index": 5,
        "key": "e28_5",
        "label": "Hardship Signal",
        "value": 0,
        "weight": 1
      },
      {
        "index": 6,
        "key": "e28_6",
        "label": "Behavior Consistency",
        "value": 0,
        "weight": 1
      },
      {
        "index": 7,
        "key": "e28_7",
        "label": "Review Complexity",
        "value": 0,
        "weight": 1
      },
      {
        "index": 8,
        "key": "e28_8",
        "label": "Customer Growth",
        "value": 0,
        "weight": 1
      },
      {
        "index": 9,
        "key": "e28_9",
        "label": "Behavior Deterioration",
        "value": 0,
        "weight": 1
      },
      {
        "index": 10,
        "key": "e28_10",
        "label": "Fraud Flags",
        "value": 0,
        "weight": 1
      },
      {
        "index": 11,
        "key": "e28_11",
        "label": "Policy Violations",
        "value": 0,
        "weight": 1
      },
      {
        "index": 12,
        "key": "e28_12",
        "label": "Verification Confidence",
        "value": 0,
        "weight": 1
      },
      {
        "index": 13,
        "key": "e28_13",
        "label": "History Thinness",
        "value": 0,
        "weight": 1
      },
      {
        "index": 14,
        "key": "e28_14",
        "label": "Buyer Qualifications",
        "value": 0,
        "weight": 1
      },
      {
        "index": 15,
        "key": "e28_15",
        "label": "Default Risk",
        "value": 0,
        "weight": 1
      },
      {
        "index": 16,
        "key": "e28_16",
        "label": "Customer Value",
        "value": 0,
        "weight": 1
      },
      {
        "index": 17,
        "key": "e28_17",
        "label": "Financial Distress",
        "value": 0,
        "weight": 1
      },
      {
        "index": 18,
        "key": "e28_18",
        "label": "Recovery Signs",
        "value": 0,
        "weight": 1
      },
      {
        "index": 19,
        "key": "e28_19",
        "label": "Customer Responsiveness",
        "value": 0,
        "weight": 1
      },
      {
        "index": 20,
        "key": "e28_20",
        "label": "Offer Fit",
        "value": 0,
        "weight": 1
      },
      {
        "index": 21,
        "key": "e28_21",
        "label": "Customer Tier",
        "value": 0,
        "weight": 1
      },
      {
        "index": 22,
        "key": "e28_22",
        "label": "Threshold Proximity",
        "value": 0,
        "weight": 1
      },
      {
        "index": 23,
        "key": "e28_23",
        "label": "Account Outlook",
        "value": 0,
        "weight": 1
      },
      {
        "index": 24,
        "key": "e28_24",
        "label": "Payment Discipline",
        "value": 0,
        "weight": 1
      },
      {
        "index": 25,
        "key": "e28_25",
        "label": "Risk Clarity",
        "value": 0,
        "weight": 1
      },
      {
        "index": 26,
        "key": "e28_26",
        "label": "Mitigation Coverage",
        "value": 0,
        "weight": 1
      },
      {
        "index": 27,
        "key": "e28_27",
        "label": "Standard Order",
        "value": 0,
        "weight": 1
      }
    ]
  },
  "starter_payload": {
    "texts": [
      "Review this transaction for fraud risk using account history, payment behavior, evidence quality, and anomaly signals."
    ],
    "vectors": {
      "policies": [
        0,
        0,
        0,
        0,
        0,
        0,
        0,
        0,
        0,
        0
      ],
      "policies_w": [
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1
      ],
      "constraints": [
        0,
        0,
        0,
        0,
        0,
        0,
        0,
        0,
        0,
        0,
        0,
        0,
        0,
        0,
        0,
        0,
        0,
        0,
        0,
        0,
        0,
        0,
        0,
        0,
        0,
        0,
        0,
        0
      ],
      "constraints_w": [
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1
      ]
    },
    "alpha": 8,
    "v10_min": 0.1,
    "e28_min": 0.1,
    "text_conf_max": 0.9,
    "text_margin_max": 0.45,
    "decision_steer": 0,
    "max_bias_abs": 0.3,
    "decision_conf_min": 0.6,
    "decision_margin_min": 0.12,
    "include_probs": true,
    "include_explain": true,
    "max_length": 128,
    "persona_identity_weight": null,
    "persona_enhanced_weight": null,
    "persona_flat_weight": null,
    "context_strength": 1,
    "policy_strength": 1,
    "execution_authority_gain": 1,
    "abstain_bias": 0.02,
    "review_threshold": 0.74
  }
}