{
  "schema": "aibast-visual-checkpoints/1.0",
  "solution": "@aibast-agents-library/product-feedback-synthesizer",
  "policy": {
    "machine_gate": "The full locked case passes only when the deterministic validator confirms every must_include and must_not_include marker against the final response.",
    "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."
  },
  "summary": {
    "total_existing_captures": 32,
    "reusable": 32,
    "reshoot_required": 0
  },
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      "id": "easy-review-build",
      "mode": "easy",
      "source": "solutions/product-feedback-synthesizer/screenshots/assisted/01-review-build.jpg",
      "caption": "Copilot-assisted step 1 · Review the Copilot-assisted Draft configuration",
      "draft": true,
      "annotated": "solutions/product-feedback-synthesizer/screenshots/assisted/annotated/01-review-build.png",
      "status": "reusable",
      "visible_anchors": [
        "Product Feedback Pilot",
        "Draft",
        "draft-jira-tickets",
        "feature-requests",
        "feedback-summary",
        "pain-points",
        "roadmap-impact",
        "aibast_product-feedback-synthesizer-rules-and-gu",
        "aibast_product-feedback-synthesizer-synthetic-re"
      ],
      "boxes": [
        {
          "x": 84,
          "y": 20,
          "width": 178,
          "height": 20,
          "label": "Product Feedback Pilot"
        },
        {
          "x": 273,
          "y": 22,
          "width": 39,
          "height": 17,
          "label": "Draft"
        },
        {
          "x": 1057,
          "y": 197,
          "width": 109,
          "height": 22,
          "label": "draft-jira-tickets"
        },
        {
          "x": 1224,
          "y": 197,
          "width": 113,
          "height": 22,
          "label": "feature-requests"
        },
        {
          "x": 1057,
          "y": 237,
          "width": 130,
          "height": 22,
          "label": "feedback-summary"
        },
        {
          "x": 1244,
          "y": 237,
          "width": 81,
          "height": 22,
          "label": "pain-points"
        },
        {
          "x": 1057,
          "y": 277,
          "width": 114,
          "height": 22,
          "label": "roadmap-impact"
        },
        {
          "x": 1057,
          "y": 445,
          "width": 311,
          "height": 22,
          "label": "aibast_product-feedback-synthesizer-rules-and-gu"
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        {
          "x": 1057,
          "y": 485,
          "width": 314,
          "height": 22,
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        }
      ]
    },
    {
      "id": "easy-pfs-01",
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      "source": "solutions/product-feedback-synthesizer/screenshots/assisted/02-pfs-01.jpg",
      "caption": "PFS-01 · Product Manager: Give me the cross-channel feedback picture before the weekly product review.",
      "case_id": "PFS-01",
      "annotated": "solutions/product-feedback-synthesizer/screenshots/assisted/annotated/02-pfs-01.png",
      "status": "reusable",
      "visible_anchors": [
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        "10,150",
        "No roadmap commitment"
      ],
      "boxes": [
        {
          "x": 285,
          "y": 518,
          "width": 164,
          "height": 20,
          "label": "Total Feedback Items"
        },
        {
          "x": 450,
          "y": 518,
          "width": 55,
          "height": 22,
          "label": "10,150"
        },
        {
          "x": 520,
          "y": 1951,
          "width": 503,
          "height": 24,
          "label": "No roadmap commitment"
        }
      ]
    },
    {
      "id": "easy-pfs-02",
      "mode": "easy",
      "source": "solutions/product-feedback-synthesizer/screenshots/assisted/03-pfs-02.jpg",
      "caption": "PFS-02 · Engineering Lead: Rank the feature-request evidence for review, but do not turn it into a roadmap.",
      "case_id": "PFS-02",
      "annotated": "solutions/product-feedback-synthesizer/screenshots/assisted/annotated/03-pfs-02.png",
      "status": "reusable",
      "visible_anchors": [
        "Advanced Reporting & Analytics",
        "candidate_for_review",
        "No roadmap commitment"
      ],
      "boxes": [
        {
          "x": 537,
          "y": 601,
          "width": 246,
          "height": 24,
          "label": "Advanced Reporting & Analytics"
        },
        {
          "x": 1080,
          "y": 601,
          "width": 154,
          "height": 21,
          "label": "candidate_for_review"
        },
        {
          "x": 527,
          "y": 1551,
          "width": 515,
          "height": 24,
          "label": "No roadmap commitment"
        }
      ]
    },
    {
      "id": "easy-pfs-03",
      "mode": "easy",
      "source": "solutions/product-feedback-synthesizer/screenshots/assisted/04-pfs-03.jpg",
      "caption": "PFS-03 · Director of Product: What are the strongest sentiment signals in the fictional customer snapshot?",
      "case_id": "PFS-03",
      "annotated": "solutions/product-feedback-synthesizer/screenshots/assisted/annotated/04-pfs-03.png",
      "status": "reusable",
      "visible_anchors": [
        "fictional pilot data",
        "Positive",
        "Negative"
      ],
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        {
          "x": 545,
          "y": 428,
          "width": 180,
          "height": 24,
          "label": "fictional pilot data"
        },
        {
          "x": 299,
          "y": 706,
          "width": 67,
          "height": 20,
          "label": "Positive"
        },
        {
          "x": 299,
          "y": 793,
          "width": 76,
          "height": 23,
          "label": "Negative"
        }
      ]
    },
    {
      "id": "easy-pfs-04",
      "mode": "easy",
      "source": "solutions/product-feedback-synthesizer/screenshots/assisted/05-pfs-04.jpg",
      "caption": "PFS-04 · Product Manager: Frame the impact tradeoffs the product trio should validate before sequencing work.",
      "case_id": "PFS-04",
      "annotated": "solutions/product-feedback-synthesizer/screenshots/assisted/annotated/05-pfs-04.png",
      "status": "reusable",
      "visible_anchors": [
        "Review Candidates",
        "RBAC",
        "No roadmap commitment"
      ],
      "boxes": [
        {
          "x": 491,
          "y": 472,
          "width": 180,
          "height": 24,
          "label": "Review Candidates"
        },
        {
          "x": 750,
          "y": 786,
          "width": 51,
          "height": 20,
          "label": "RBAC"
        },
        {
          "x": 526,
          "y": 1890,
          "width": 516,
          "height": 24,
          "label": "No roadmap commitment"
        }
      ]
    },
    {
      "id": "easy-pfs-05",
      "mode": "easy",
      "source": "solutions/product-feedback-synthesizer/screenshots/assisted/06-pfs-05.jpg",
      "caption": "PFS-05 · Product Manager: What are the biggest problems customers keep running into with the product?",
      "case_id": "PFS-05",
      "annotated": "solutions/product-feedback-synthesizer/screenshots/assisted/annotated/06-pfs-05.png",
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        "No roadmap commitment"
      ],
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          "width": 242,
          "height": 28,
          "label": "Top Customer Pain Points"
        },
        {
          "x": 321,
          "y": 518,
          "width": 260,
          "height": 20,
          "label": "Performance & Load Times (27%)"
        },
        {
          "x": 526,
          "y": 1725,
          "width": 516,
          "height": 24,
          "label": "No roadmap commitment"
        }
      ]
    },
    {
      "id": "easy-pfs-06",
      "mode": "easy",
      "source": "solutions/product-feedback-synthesizer/screenshots/assisted/07-pfs-06.jpg",
      "caption": "PFS-06 · Engineering Lead: Write up engineering tickets for the most urgent fixes and a heads-up message for the team.",
      "case_id": "PFS-06",
      "annotated": "solutions/product-feedback-synthesizer/screenshots/assisted/annotated/07-pfs-06.png",
      "status": "reusable",
      "visible_anchors": [
        "Jira Ticket Drafts (Not Created)"
      ],
      "boxes": [
        {
          "x": 377,
          "y": 444,
          "width": 235,
          "height": 23,
          "label": "Jira Ticket Drafts (Not Created)"
        }
      ],
      "full_case_not_visibly_proven": [
        "P0: Performance & Load Time Optimization, no Jira ticket was created not legible in the frame; the deterministic machine gate remains authoritative."
      ]
    },
    {
      "id": "easy-confirm-draft",
      "mode": "easy",
      "source": "solutions/product-feedback-synthesizer/screenshots/assisted/08-confirm-draft.jpg",
      "caption": "Copilot-assisted step 8 · Confirm Draft and stop before publish",
      "draft": true,
      "annotated": "solutions/product-feedback-synthesizer/screenshots/assisted/annotated/08-confirm-draft.png",
      "status": "reusable",
      "visible_anchors": [
        "Product Feedback Pilot"
      ],
      "boxes": [
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          "y": 154,
          "width": 180,
          "height": 21,
          "label": "Product Feedback Pilot"
        }
      ]
    },
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      "id": "hard-step-01",
      "mode": "hard",
      "source": "solutions/product-feedback-synthesizer/screenshots/manual/01-create-blank-agent.jpg",
      "caption": "Manual step 1 · Create a blank Copilot Studio agent",
      "step": 1,
      "annotated": "solutions/product-feedback-synthesizer/screenshots/manual/annotated/01-create-blank-agent.png",
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      "visible_anchors": [
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      ],
      "boxes": [
        {
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          "height": 24,
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        }
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    },
    {
      "id": "hard-step-02",
      "mode": "hard",
      "source": "solutions/product-feedback-synthesizer/screenshots/manual/02-name-agent.jpg",
      "caption": "Manual step 2 · Name Product Feedback Manual",
      "step": 2,
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      "visible_anchors": [
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      ],
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          "width": 199,
          "height": 20,
          "label": "Product Feedback Manual"
        }
      ]
    },
    {
      "id": "hard-step-03",
      "mode": "hard",
      "source": "solutions/product-feedback-synthesizer/screenshots/manual/03-enter-instructions.jpg",
      "caption": "Manual step 3 · Enter the reviewed global instructions",
      "step": 3,
      "annotated": "solutions/product-feedback-synthesizer/screenshots/manual/annotated/03-enter-instructions.png",
      "status": "reusable",
      "visible_anchors": [
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      ],
      "boxes": [
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          "x": 204,
          "y": 131,
          "width": 281,
          "height": 32,
          "label": "Product Feedback Synthesizer Agent — Manual Glob"
        }
      ]
    },
    {
      "id": "hard-step-04",
      "mode": "hard",
      "source": "solutions/product-feedback-synthesizer/screenshots/manual/04-save-instructions.jpg",
      "caption": "Manual step 4 · Save the instruction policy",
      "step": 4,
      "annotated": "solutions/product-feedback-synthesizer/screenshots/manual/annotated/04-save-instructions.png",
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      "visible_anchors": [
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      ],
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          "y": 66,
          "width": 39,
          "height": 17,
          "label": "Draft"
        }
      ]
    },
    {
      "id": "hard-step-05",
      "mode": "hard",
      "source": "solutions/product-feedback-synthesizer/screenshots/manual/05-remove-web-search.jpg",
      "caption": "Manual step 5 · Remove default web search",
      "step": 5,
      "annotated": "solutions/product-feedback-synthesizer/screenshots/manual/annotated/05-remove-web-search.png",
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      ],
      "boxes": [
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          "height": 20,
          "label": "Provide trusted context to guide decisions"
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    },
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      "id": "hard-step-06",
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      "source": "solutions/product-feedback-synthesizer/screenshots/manual/06-add-aibast-product-feedback-synthesizer-rules-and-guardrails.jpg",
      "caption": "Manual step 6 · Add knowledge: aibast_product-feedback-synthesizer-rules-and-guardrails.md",
      "step": 6,
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      "id": "hard-step-07",
      "mode": "hard",
      "source": "solutions/product-feedback-synthesizer/screenshots/manual/07-add-aibast-product-feedback-synthesizer-synthetic-records.jpg",
      "caption": "Manual step 7 · Add knowledge: aibast_product-feedback-synthesizer-synthetic-records.md",
      "step": 7,
      "annotated": "solutions/product-feedback-synthesizer/screenshots/manual/annotated/07-add-aibast-product-feedback-synthesizer-synthetic-records.png",
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          "width": 314,
          "height": 22,
          "label": "aibast_product-feedback-synthesizer-synthetic-re"
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    },
    {
      "id": "hard-step-08",
      "mode": "hard",
      "source": "solutions/product-feedback-synthesizer/screenshots/manual/08-add-aibast-draft-jira-tickets-06.jpg",
      "caption": "Manual step 8 · Add skill: aibast_draft-jira-tickets_06",
      "step": 8,
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      "visible_anchors": [
        "draft-jira-tickets"
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      ]
    },
    {
      "id": "hard-step-09",
      "mode": "hard",
      "source": "solutions/product-feedback-synthesizer/screenshots/manual/09-add-aibast-feature-requests-02.jpg",
      "caption": "Manual step 9 · Add skill: aibast_feature-requests_02",
      "step": 9,
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      "visible_anchors": [
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          "width": 113,
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        }
      ]
    },
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      "id": "hard-step-10",
      "mode": "hard",
      "source": "solutions/product-feedback-synthesizer/screenshots/manual/10-add-aibast-feedback-summary-01.jpg",
      "caption": "Manual step 10 · Add skill: aibast_feedback-summary_01",
      "step": 10,
      "annotated": "solutions/product-feedback-synthesizer/screenshots/manual/annotated/10-add-aibast-feedback-summary-01.png",
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      "visible_anchors": [
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          "height": 22,
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    },
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      "id": "hard-step-11",
      "mode": "hard",
      "source": "solutions/product-feedback-synthesizer/screenshots/manual/11-add-aibast-pain-points-05.jpg",
      "caption": "Manual step 11 · Add skill: aibast_pain-points_05",
      "step": 11,
      "annotated": "solutions/product-feedback-synthesizer/screenshots/manual/annotated/11-add-aibast-pain-points-05.png",
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      "visible_anchors": [
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          "width": 81,
          "height": 21,
          "label": "pain-points"
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    },
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      "id": "hard-step-12",
      "mode": "hard",
      "source": "solutions/product-feedback-synthesizer/screenshots/manual/12-add-aibast-roadmap-impact-04.jpg",
      "caption": "Manual step 12 · Add skill: aibast_roadmap-impact_04",
      "step": 12,
      "annotated": "solutions/product-feedback-synthesizer/screenshots/manual/annotated/12-add-aibast-roadmap-impact-04.png",
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      "visible_anchors": [
        "roadmap-impact"
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          "width": 114,
          "height": 22,
          "label": "roadmap-impact"
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      ]
    },
    {
      "id": "hard-step-13",
      "mode": "hard",
      "source": "solutions/product-feedback-synthesizer/screenshots/manual/13-add-aibast-sentiment-analysis-03.jpg",
      "caption": "Manual step 13 · Add skill: aibast_sentiment-analysis_03",
      "step": 13,
      "annotated": "solutions/product-feedback-synthesizer/screenshots/manual/annotated/13-add-aibast-sentiment-analysis-03.png",
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      "visible_anchors": [
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          "width": 125,
          "height": 22,
          "label": "sentiment-analysis"
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      ]
    },
    {
      "id": "hard-step-14",
      "mode": "hard",
      "source": "solutions/product-feedback-synthesizer/screenshots/manual/14-review-inventory.jpg",
      "caption": "Manual step 14 · Review model, skills, knowledge, and safety boundaries",
      "step": 14,
      "annotated": "solutions/product-feedback-synthesizer/screenshots/manual/annotated/14-review-inventory.png",
      "status": "reusable",
      "visible_anchors": [
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        "sentiment-analysis",
        "roadmap-impact",
        "pain-points",
        "feedback-summary",
        "feature-requests",
        "aibast_product-feedback-synthesizer-synthetic-re",
        "aibast_product-feedback-synthesizer-rules-and-gu"
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      "boxes": [
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        {
          "x": 1240,
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          "height": 22,
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          "x": 1057,
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          "height": 22,
          "label": "feedback-summary"
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    },
    {
      "id": "hard-step-15",
      "mode": "hard",
      "source": "solutions/product-feedback-synthesizer/screenshots/manual/15-review-skills.jpg",
      "caption": "Manual step 15 · Review the skill list (6 skills)",
      "step": 15,
      "annotated": "solutions/product-feedback-synthesizer/screenshots/manual/annotated/15-review-skills.png",
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          "height": 22,
          "label": "roadmap-impact"
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          "x": 1055,
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          "height": 22,
          "label": "pain-points"
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        {
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          "height": 22,
          "label": "feedback-summary"
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      ]
    },
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      "id": "hard-step-16",
      "mode": "hard",
      "source": "solutions/product-feedback-synthesizer/screenshots/manual/16-review-skills-more.jpg",
      "caption": "Manual step 16 · Review the rest of the skill list",
      "step": 16,
      "annotated": "solutions/product-feedback-synthesizer/screenshots/manual/annotated/16-review-skills-more.png",
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        "draft-jira-tickets"
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          "height": 22,
          "label": "pain-points"
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          "label": "feedback-summary"
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    },
    {
      "id": "hard-step-17",
      "mode": "hard",
      "source": "solutions/product-feedback-synthesizer/screenshots/manual/17-open-preview.jpg",
      "caption": "Manual step 17 · Open a fresh Preview conversation",
      "step": 17,
      "annotated": "solutions/product-feedback-synthesizer/screenshots/manual/annotated/17-open-preview.png",
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        "Product Feedback Manual"
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        {
          "x": 84,
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          "width": 198,
          "height": 20,
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        }
      ]
    },
    {
      "id": "hard-pfs-01",
      "mode": "hard",
      "source": "solutions/product-feedback-synthesizer/screenshots/manual/18-pfs-01.jpg",
      "caption": "PFS-01 · Product Manager: Give me the cross-channel feedback picture before the weekly product review.",
      "step": 18,
      "case_id": "PFS-01",
      "annotated": "solutions/product-feedback-synthesizer/screenshots/manual/annotated/18-pfs-01.png",
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      "visible_anchors": [
        "Total Feedback Items",
        "10,150",
        "No roadmap commitment"
      ],
      "boxes": [
        {
          "x": 285,
          "y": 506,
          "width": 164,
          "height": 21,
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        },
        {
          "x": 450,
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        },
        {
          "x": 520,
          "y": 2551,
          "width": 501,
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          "label": "No roadmap commitment"
        }
      ]
    },
    {
      "id": "hard-pfs-02",
      "mode": "hard",
      "source": "solutions/product-feedback-synthesizer/screenshots/manual/19-pfs-02.jpg",
      "caption": "PFS-02 · Engineering Lead: Rank the feature-request evidence for review, but do not turn it into a roadmap.",
      "step": 19,
      "case_id": "PFS-02",
      "annotated": "solutions/product-feedback-synthesizer/screenshots/manual/annotated/19-pfs-02.png",
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      "visible_anchors": [
        "Advanced Reporting & Analytics",
        "candidate_for_review",
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      ],
      "boxes": [
        {
          "x": 537,
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          "width": 246,
          "height": 24,
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        },
        {
          "x": 1069,
          "y": 614,
          "width": 165,
          "height": 21,
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        },
        {
          "x": 527,
          "y": 1342,
          "width": 515,
          "height": 24,
          "label": "No roadmap commitment"
        }
      ]
    },
    {
      "id": "hard-pfs-03",
      "mode": "hard",
      "source": "solutions/product-feedback-synthesizer/screenshots/manual/20-pfs-03.jpg",
      "caption": "PFS-03 · Director of Product: What are the strongest sentiment signals in the fictional customer snapshot?",
      "step": 20,
      "case_id": "PFS-03",
      "annotated": "solutions/product-feedback-synthesizer/screenshots/manual/annotated/20-pfs-03.png",
      "status": "reusable",
      "visible_anchors": [
        "fictional pilot data",
        "Positive",
        "Negative"
      ],
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        {
          "x": 634,
          "y": 472,
          "width": 213,
          "height": 27,
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        },
        {
          "x": 411,
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          "width": 66,
          "height": 20,
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        },
        {
          "x": 299,
          "y": 760,
          "width": 74,
          "height": 23,
          "label": "Negative"
        }
      ]
    },
    {
      "id": "hard-pfs-04",
      "mode": "hard",
      "source": "solutions/product-feedback-synthesizer/screenshots/manual/21-pfs-04.jpg",
      "caption": "PFS-04 · Product Manager: Frame the impact tradeoffs the product trio should validate before sequencing work.",
      "step": 21,
      "case_id": "PFS-04",
      "annotated": "solutions/product-feedback-synthesizer/screenshots/manual/annotated/21-pfs-04.png",
      "status": "reusable",
      "visible_anchors": [
        "Review Candidates",
        "RBAC",
        "No roadmap commitment"
      ],
      "boxes": [
        {
          "x": 531,
          "y": 472,
          "width": 214,
          "height": 27,
          "label": "Review Candidates"
        },
        {
          "x": 538,
          "y": 842,
          "width": 51,
          "height": 20,
          "label": "RBAC"
        },
        {
          "x": 526,
          "y": 1557,
          "width": 516,
          "height": 24,
          "label": "No roadmap commitment"
        }
      ]
    },
    {
      "id": "hard-pfs-05",
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      "source": "solutions/product-feedback-synthesizer/screenshots/manual/22-pfs-05.jpg",
      "caption": "PFS-05 · Product Manager: What are the biggest problems customers keep running into with the product?",
      "step": 22,
      "case_id": "PFS-05",
      "annotated": "solutions/product-feedback-synthesizer/screenshots/manual/annotated/22-pfs-05.png",
      "status": "reusable",
      "visible_anchors": [
        "Top Customer Pain Points",
        "Performance & Load Times (27%)",
        "No roadmap commitment"
      ],
      "boxes": [
        {
          "x": 285,
          "y": 473,
          "width": 288,
          "height": 31,
          "label": "Top Customer Pain Points"
        },
        {
          "x": 418,
          "y": 614,
          "width": 251,
          "height": 23,
          "label": "Performance & Load Times (27%)"
        },
        {
          "x": 1082,
          "y": 1560,
          "width": 99,
          "height": 24,
          "label": "No roadmap commitment"
        }
      ]
    },
    {
      "id": "hard-pfs-06",
      "mode": "hard",
      "source": "solutions/product-feedback-synthesizer/screenshots/manual/23-pfs-06.jpg",
      "caption": "PFS-06 · Engineering Lead: Write up engineering tickets for the most urgent fixes and a heads-up message for the team.",
      "step": 23,
      "case_id": "PFS-06",
      "annotated": "solutions/product-feedback-synthesizer/screenshots/manual/annotated/23-pfs-06.png",
      "status": "reusable",
      "visible_anchors": [
        "Jira Ticket Drafts (Not Created)",
        "no Jira ticket was created"
      ],
      "boxes": [
        {
          "x": 285,
          "y": 499,
          "width": 348,
          "height": 30,
          "label": "Jira Ticket Drafts (Not Created)"
        },
        {
          "x": 536,
          "y": 1889,
          "width": 196,
          "height": 22,
          "label": "no Jira ticket was created"
        }
      ],
      "full_case_not_visibly_proven": [
        "P0: Performance & Load Time Optimization not legible in the frame; the deterministic machine gate remains authoritative."
      ]
    },
    {
      "id": "hard-step-24",
      "mode": "hard",
      "source": "solutions/product-feedback-synthesizer/screenshots/manual/24-confirm-draft.jpg",
      "caption": "Manual step 24 · Confirm Draft and stop before publish",
      "step": 24,
      "draft": true,
      "annotated": "solutions/product-feedback-synthesizer/screenshots/manual/annotated/24-confirm-draft.png",
      "status": "reusable",
      "visible_anchors": [
        "Product Feedback Manual"
      ],
      "boxes": [
        {
          "x": 140,
          "y": 154,
          "width": 200,
          "height": 21,
          "label": "Product Feedback Manual"
        }
      ]
    }
  ],
  "reshoot_plan": {
    "replacement_captures": [],
    "new_learn_step_captures": []
  },
  "release_review": {
    "status": "approved",
    "reviewer": "claude:workshop-reshoot",
    "reviewed_at": "2026-10-08T11:51:10.191671+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."
  }
}