{
  "schema": "aibast-visual-checkpoints/1.0",
  "solution": "@aibast-agents-library/product-line-optimization",
  "policy": {
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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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    "total_existing_captures": 24,
    "reusable": 24,
    "reshoot_required": 0
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        "aibast_production-line-synthetic-records.md"
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          "height": 22,
          "label": "aibast_production-line-synthetic-records.md"
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      ]
    },
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    },
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      "id": "easy-plo-02",
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        "Robotic Welding"
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          "x": 570,
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    },
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      "id": "easy-plo-03",
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        {
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      ]
    },
    {
      "id": "easy-plo-04",
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      "source": "solutions/product-line-optimization/screenshots/assisted/05-plo-04.jpg",
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        "Day",
        "Swing",
        "Night"
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        {
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          "label": "Day"
        },
        {
          "x": 299,
          "y": 617,
          "width": 54,
          "height": 24,
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        {
          "x": 299,
          "y": 660,
          "width": 52,
          "height": 24,
          "label": "Night"
        }
      ]
    },
    {
      "id": "easy-confirm-draft",
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      "source": "solutions/product-line-optimization/screenshots/assisted/06-confirm-draft.jpg",
      "caption": "Copilot-assisted step 6 · Confirm Draft and stop before publish",
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          "height": 24,
          "label": "Product Line Optimization Pilot"
        }
      ]
    },
    {
      "id": "hard-step-01",
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      "source": "solutions/product-line-optimization/screenshots/manual/01-create-blank-agent.jpg",
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      "visible_anchors": [
        "Untitled Agent"
      ],
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        {
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          "label": "Untitled Agent"
        }
      ]
    },
    {
      "id": "hard-step-02",
      "mode": "hard",
      "source": "solutions/product-line-optimization/screenshots/manual/02-name-agent.jpg",
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      "step": 2,
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      "visible_anchors": [
        "Product Line Manual"
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        {
          "x": 84,
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        }
      ]
    },
    {
      "id": "hard-step-03",
      "mode": "hard",
      "source": "solutions/product-line-optimization/screenshots/manual/03-enter-instructions.jpg",
      "caption": "Manual step 3 · Enter the reviewed global instructions",
      "step": 3,
      "annotated": "solutions/product-line-optimization/screenshots/manual/annotated/03-enter-instructions.png",
      "status": "reusable",
      "visible_anchors": [
        "Role"
      ],
      "boxes": [
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          "label": "Role"
        }
      ]
    },
    {
      "id": "hard-step-04",
      "mode": "hard",
      "source": "solutions/product-line-optimization/screenshots/manual/04-save-instructions.jpg",
      "caption": "Manual step 4 · Save the instruction policy",
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    },
    {
      "id": "hard-step-05",
      "mode": "hard",
      "source": "solutions/product-line-optimization/screenshots/manual/05-remove-web-search.jpg",
      "caption": "Manual step 5 · Remove default web search",
      "step": 5,
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      "status": "reusable",
      "visible_anchors": [
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      ],
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          "height": 20,
          "label": "Provide trusted context to guide decisions"
        }
      ]
    },
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      "id": "hard-step-06",
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      "source": "solutions/product-line-optimization/screenshots/manual/06-add-aibast-production-optimization-rules.jpg",
      "caption": "Manual step 6 · Add knowledge: aibast_production-optimization-rules.md",
      "step": 6,
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      "visible_anchors": [
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      ]
    },
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      "id": "hard-step-07",
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      "source": "solutions/product-line-optimization/screenshots/manual/07-add-aibast-production-line-synthetic-records.jpg",
      "caption": "Manual step 7 · Add knowledge: aibast_production-line-synthetic-records.md",
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      "visible_anchors": [
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      ]
    },
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      "id": "hard-step-08",
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      "source": "solutions/product-line-optimization/screenshots/manual/08-add-aibast-bottleneck-plo02.jpg",
      "caption": "Manual step 8 · Add skill: aibast_bottleneck_plo02",
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    },
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      "id": "hard-step-09",
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      "caption": "Manual step 9 · Add skill: aibast_line-health_plo01",
      "step": 9,
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      "visible_anchors": [
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      ]
    },
    {
      "id": "hard-step-10",
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      "source": "solutions/product-line-optimization/screenshots/manual/10-add-aibast-shift-plan-plo04.jpg",
      "caption": "Manual step 10 · Add skill: aibast_shift-plan_plo04",
      "step": 10,
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          "label": "day-swing-night-production-plan"
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    },
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      "id": "hard-step-11",
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      "source": "solutions/product-line-optimization/screenshots/manual/11-add-aibast-throughput-options-plo03.jpg",
      "caption": "Manual step 11 · Add skill: aibast_throughput-options_plo03",
      "step": 11,
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      ]
    },
    {
      "id": "hard-step-12",
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      "source": "solutions/product-line-optimization/screenshots/manual/12-review-inventory.jpg",
      "caption": "Manual step 12 · Review model, skills, knowledge, and safety boundaries",
      "step": 12,
      "annotated": "solutions/product-line-optimization/screenshots/manual/annotated/12-review-inventory.png",
      "status": "reusable",
      "visible_anchors": [
        "Claude Opus 5",
        "improvement-option-comparison",
        "day-swing-night-production-plan",
        "plant-wide-operating-health-review",
        "constraining-station-identification",
        "aibast_production-line-synthetic-records.md",
        "aibast_production-optimization-rules.md"
      ],
      "boxes": [
        {
          "x": 1251,
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          "label": "Claude Opus 5"
        },
        {
          "x": 1057,
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          "width": 217,
          "height": 22,
          "label": "improvement-option-comparison"
        },
        {
          "x": 1057,
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        },
        {
          "x": 1057,
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        {
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          "label": "constraining-station-identification"
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          "x": 1057,
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      ]
    },
    {
      "id": "hard-step-13",
      "mode": "hard",
      "source": "solutions/product-line-optimization/screenshots/manual/13-open-preview.jpg",
      "caption": "Manual step 13 · Open a fresh Preview conversation",
      "step": 13,
      "annotated": "solutions/product-line-optimization/screenshots/manual/annotated/13-open-preview.png",
      "status": "reusable",
      "visible_anchors": [
        "Product Line Manual"
      ],
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          "height": 20,
          "label": "Product Line Manual"
        }
      ]
    },
    {
      "id": "hard-plo-01",
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      "source": "solutions/product-line-optimization/screenshots/manual/14-plo-01.jpg",
      "caption": "PLO-01 · Plant Manager: Which production line needs attention today, and what is driving the loss?",
      "step": 14,
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      "annotated": "solutions/product-line-optimization/screenshots/manual/annotated/14-plo-01.png",
      "status": "reusable",
      "visible_anchors": [
        "Polymer Molding Line C",
        "Electronics Assembly Line A"
      ],
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          "width": 184,
          "height": 24,
          "label": "Polymer Molding Line C"
        },
        {
          "x": 786,
          "y": 417,
          "width": 214,
          "height": 24,
          "label": "Electronics Assembly Line A"
        }
      ]
    },
    {
      "id": "hard-plo-02",
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      "source": "solutions/product-line-optimization/screenshots/manual/15-plo-02.jpg",
      "caption": "PLO-02 · Production Engineer: Where is the bottleneck on each line, and which station should the plant team address first?",
      "step": 15,
      "case_id": "PLO-02",
      "annotated": "solutions/product-line-optimization/screenshots/manual/annotated/15-plo-02.png",
      "status": "reusable",
      "visible_anchors": [
        "Functional Test",
        "Injection Molding",
        "Robotic Welding"
      ],
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          "height": 24,
          "label": "Functional Test"
        },
        {
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          "width": 134,
          "height": 24,
          "label": "Injection Molding"
        },
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          "x": 540,
          "y": 661,
          "width": 126,
          "height": 24,
          "label": "Robotic Welding"
        }
      ]
    },
    {
      "id": "hard-plo-03",
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      "source": "solutions/product-line-optimization/screenshots/manual/16-plo-03.jpg",
      "caption": "PLO-03 · Operations Director: Give me the practical options to improve throughput without hiding the quality tradeoffs.",
      "step": 16,
      "case_id": "PLO-03",
      "annotated": "solutions/product-line-optimization/screenshots/manual/annotated/16-plo-03.png",
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      "visible_anchors": [
        "Option 1",
        "Option 2",
        "Quality improvement"
      ],
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          "height": 23,
          "label": "Option 1"
        },
        {
          "x": 299,
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          "width": 426,
          "height": 23,
          "label": "Option 2"
        },
        {
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          "y": 715,
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          "height": 24,
          "label": "Quality improvement"
        }
      ]
    },
    {
      "id": "hard-plo-04",
      "mode": "hard",
      "source": "solutions/product-line-optimization/screenshots/manual/17-plo-04.jpg",
      "caption": "PLO-04 · Plant Manager: Translate the current line performance into a day, swing, and night shift plan.",
      "step": 17,
      "case_id": "PLO-04",
      "annotated": "solutions/product-line-optimization/screenshots/manual/annotated/17-plo-04.png",
      "status": "reusable",
      "visible_anchors": [
        "Day · Swing · Night"
      ],
      "boxes": [
        {
          "x": 527,
          "y": 462,
          "width": 137,
          "height": 24,
          "label": "Day · Swing · Night"
        }
      ]
    },
    {
      "id": "hard-step-18",
      "mode": "hard",
      "source": "solutions/product-line-optimization/screenshots/manual/18-confirm-draft.jpg",
      "caption": "Manual step 18 · Confirm Draft and stop before publish",
      "step": 18,
      "draft": true,
      "annotated": "solutions/product-line-optimization/screenshots/manual/annotated/18-confirm-draft.png",
      "status": "reusable",
      "visible_anchors": [
        "Product Line Manual"
      ],
      "boxes": [
        {
          "x": 140,
          "y": 154,
          "width": 159,
          "height": 21,
          "label": "Product Line Manual"
        }
      ]
    }
  ],
  "reshoot_plan": {
    "replacement_captures": [],
    "new_learn_step_captures": []
  },
  "release_review": {
    "status": "approved",
    "reviewer": "claude:workshop-reshoot",
    "reviewed_at": "2026-10-08T11:51:12.850707+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."
  }
}