{
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  "solution": "@aibast-agents-library/fraud-detection-alert",
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    "visual_gate": "A reusable screenshot must show at least one positive deterministic anchor from the expected state and must not show a blocker or refusal.",
    "partial_rule": "An annotated screenshot is a learner-facing visual checkpoint, not a substitute for the full machine gate.",
    "reshoot_rule": "Reshoot when the target state is absent, the response is blocked or refusing, or no positive deterministic anchor is visible."
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    "reusable": 32,
    "reshoot_required": 0
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          "x": 310,
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      "caption": "Copilot-assisted step 8 · Confirm Draft and stop before publish",
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      "visible_anchors": [
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      "id": "hard-step-03",
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    },
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      "id": "hard-step-04",
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      "id": "hard-step-05",
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      "caption": "Manual step 5 · Remove default web search",
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      ],
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      "caption": "Manual step 6 · Add knowledge: aibast_fraud-detection-alert-controls-and-review.md",
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      "caption": "Manual step 7 · Add knowledge: aibast_fraud-detection-alert-synthetic-records.md",
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      "caption": "Manual step 8 · Add skill: aibast_alert-triage_01",
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      "source": "solutions/fraud-detection-alert/screenshots/manual/09-add-aibast-investigation-summary-04.jpg",
      "caption": "Manual step 9 · Add skill: aibast_investigation-summary_04",
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    },
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      "id": "hard-step-10",
      "mode": "hard",
      "source": "solutions/fraud-detection-alert/screenshots/manual/10-add-aibast-morning-summary-06.jpg",
      "caption": "Manual step 10 · Add skill: aibast_morning-summary_06",
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      "id": "hard-step-11",
      "mode": "hard",
      "source": "solutions/fraud-detection-alert/screenshots/manual/11-add-aibast-pattern-detection-03.jpg",
      "caption": "Manual step 11 · Add skill: aibast_pattern-detection_03",
      "step": 11,
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    },
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      "id": "hard-step-12",
      "mode": "hard",
      "source": "solutions/fraud-detection-alert/screenshots/manual/12-add-aibast-prevention-metrics-05.jpg",
      "caption": "Manual step 12 · Add skill: aibast_prevention-metrics_05",
      "step": 12,
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    },
    {
      "id": "hard-step-13",
      "mode": "hard",
      "source": "solutions/fraud-detection-alert/screenshots/manual/13-add-aibast-transaction-analysis-02.jpg",
      "caption": "Manual step 13 · Add skill: aibast_transaction-analysis_02",
      "step": 13,
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          "label": "transaction-analysis"
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    },
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      "id": "hard-step-14",
      "mode": "hard",
      "source": "solutions/fraud-detection-alert/screenshots/manual/14-review-inventory.jpg",
      "caption": "Manual step 14 · Review model, skills, knowledge, and safety boundaries",
      "step": 14,
      "annotated": "solutions/fraud-detection-alert/screenshots/manual/annotated/14-review-inventory.png",
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        "transaction-analysis",
        "prevention-metrics",
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        "morning-summary",
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        "aibast_fraud-detection-alert-synthetic-records.m",
        "aibast_fraud-detection-alert-controls-and-review"
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      "id": "hard-step-15",
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      "source": "solutions/fraud-detection-alert/screenshots/manual/15-review-skills.jpg",
      "caption": "Manual step 15 · Review the skill list (6 skills)",
      "step": 15,
      "annotated": "solutions/fraud-detection-alert/screenshots/manual/annotated/15-review-skills.png",
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          "label": "morning-summary"
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      "id": "hard-step-16",
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      "source": "solutions/fraud-detection-alert/screenshots/manual/16-review-skills-more.jpg",
      "caption": "Manual step 16 · Review the rest of the skill list",
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      "id": "hard-step-17",
      "mode": "hard",
      "source": "solutions/fraud-detection-alert/screenshots/manual/17-open-preview.jpg",
      "caption": "Manual step 17 · Open a fresh Preview conversation",
      "step": 17,
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      ]
    },
    {
      "id": "hard-fda-01",
      "mode": "hard",
      "source": "solutions/fraud-detection-alert/screenshots/manual/18-fda-01.jpg",
      "caption": "FDA-01 · Fraud Operations Manager: Review overnight fraud activity and show me what needs immediate attention.",
      "step": 18,
      "case_id": "FDA-01",
      "annotated": "solutions/fraud-detection-alert/screenshots/manual/annotated/18-fda-01.png",
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      "visible_anchors": [
        "1,247 overnight alerts",
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        },
        {
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      ]
    },
    {
      "id": "hard-fda-02",
      "mode": "hard",
      "source": "solutions/fraud-detection-alert/screenshots/manual/19-fda-02.jpg",
      "caption": "FDA-02 · Fraud Analyst: Yes, investigate the account takeover ring and show me the accounts.",
      "step": 19,
      "case_id": "FDA-02",
      "annotated": "solutions/fraud-detection-alert/screenshots/manual/annotated/19-fda-02.png",
      "status": "reusable",
      "visible_anchors": [
        "$340K",
        "***4521",
        "2:34 AM"
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      "boxes": [
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      ]
    },
    {
      "id": "hard-fda-03",
      "mode": "hard",
      "source": "solutions/fraud-detection-alert/screenshots/manual/20-fda-03.jpg",
      "caption": "FDA-03 · SIU Investigator: Yes, show me the pattern analysis and connected activity.",
      "step": 20,
      "case_id": "FDA-03",
      "annotated": "solutions/fraud-detection-alert/screenshots/manual/annotated/20-fda-03.png",
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      "visible_anchors": [
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        "INV-2025-301"
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        {
          "x": 400,
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          "label": "INV-2025-301"
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      ]
    },
    {
      "id": "hard-fda-04",
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      "source": "solutions/fraud-detection-alert/screenshots/manual/21-fda-04.jpg",
      "caption": "FDA-04 · Risk Leader: Yes, create investigation cases and take protective action.",
      "step": 21,
      "case_id": "FDA-04",
      "annotated": "solutions/fraud-detection-alert/screenshots/manual/annotated/21-fda-04.png",
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        "FRD-2024-1847"
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      ],
      "full_case_not_visibly_proven": [
        "no external action not legible in the frame; the deterministic machine gate remains authoritative."
      ]
    },
    {
      "id": "hard-fda-05",
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      "caption": "FDA-05 · Risk Leader: Yes, show me our fraud prevention performance and any concerning trends.",
      "step": 22,
      "case_id": "FDA-05",
      "annotated": "solutions/fraud-detection-alert/screenshots/manual/annotated/22-fda-05.png",
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      "visible_anchors": [
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        "Exceeding",
        "+34%"
      ],
      "boxes": [
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          "height": 20,
          "label": "94.2%"
        },
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          "x": 682,
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          "width": 81,
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          "label": "Exceeding"
        },
        {
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          "width": 52,
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          "label": "+34%"
        }
      ]
    },
    {
      "id": "hard-fda-06",
      "mode": "hard",
      "source": "solutions/fraud-detection-alert/screenshots/manual/23-fda-06.jpg",
      "caption": "FDA-06 · Fraud Operations Manager: Yes, summarize everything and give me the action items.",
      "step": 23,
      "case_id": "FDA-06",
      "annotated": "solutions/fraud-detection-alert/screenshots/manual/annotated/23-fda-06.png",
      "status": "reusable",
      "visible_anchors": [
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        "SAR filing"
      ],
      "boxes": [
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          "x": 536,
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          "label": "SAR filing"
        }
      ]
    },
    {
      "id": "hard-step-24",
      "mode": "hard",
      "source": "solutions/fraud-detection-alert/screenshots/manual/24-confirm-draft.jpg",
      "caption": "Manual step 24 · Confirm Draft and stop before publish",
      "step": 24,
      "draft": true,
      "annotated": "solutions/fraud-detection-alert/screenshots/manual/annotated/24-confirm-draft.png",
      "status": "reusable",
      "visible_anchors": [
        "Fraud Detection Manual"
      ],
      "boxes": [
        {
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          "width": 183,
          "height": 21,
          "label": "Fraud Detection Manual"
        }
      ]
    }
  ],
  "reshoot_plan": {
    "replacement_captures": [],
    "new_learn_step_captures": []
  },
  "release_review": {
    "status": "approved",
    "reviewer": "claude:workshop-reshoot",
    "reviewed_at": "2026-10-08T11:56:30.924989+00:00",
    "method": "Workshop re-shot end to end in the real Copilot Studio UI (kodyv8) after the agent was aligned with its demo video and one-pager; every frame inspected (vision review) and every locked case checked against its machine gate; boxes placed from the frame image.",
    "notes": "Draft only; nothing published."
  }
}