{
  "schema": "sxcp_normal_camera_review_manifest_v1",
  "no_generation": true,
  "atlas_root": "/media/unraid/davinci/Qwen_edit_lora/pornpic/sorted",
  "folder": "boobjob",
  "folder_alias": {
    "exact_source_folder": "boobjob",
    "canonical_folder": "boobjob",
    "canonical_key": "boobjob",
    "alias_applied": false,
    "alias_reason": ""
  },
  "image_count": 19,
  "action_family": "boobjob",
  "source_camera_view": "mixed_or_unspecified",
  "source_catalog_status": "action_reference_only",
  "review_state": "contact_sheet_ready",
  "methodology": [
    "Treat this folder as a cue-expansion pool, not automatic prompt truth.",
    "Cluster only repeated non-POV camera/pose families.",
    "Draft positive-only visual prompt cues from selected atlas references.",
    "Keep weak, mixed, or one-off groups as needs_samples."
  ],
  "review_bucket_values": {
    "back_view": "Rear-facing normal-camera view where back/hips face camera.",
    "back_three_quarter": "Rear-offset normal-camera view with enough side/torso context.",
    "side_view": "Profile or near-profile lateral view with the body/action axis across frame.",
    "front_view": "Front-facing normal-camera view where the contact plane faces camera.",
    "front_three_quarter": "Front-offset normal-camera view.",
    "top_or_low_special": "Overhead, high-downward, low-angle, or under-view special camera.",
    "reject_or_unclear": "POV-like, mismatched, unclear, duplicate-only, or too mixed for cue drafting."
  },
  "selected_subvariants": [
    {
      "variant_key": "normal_boobjob_front_close_mixed_camera_folder_pool",
      "review_bucket": "reject_or_unclear",
      "status": "needs_samples",
      "selection_date": "2026-06-29",
      "reference_images": [
        "boobjob/0017.jpg",
        "boobjob/259.jpg",
        "boobjob/91.jpg"
      ],
      "evidence_notes": "Residual-pool review preserved the existing mixed source-pool anchor. The full folder includes useful front-close material, but side, standing, foreground-heavy, and downward/crop-drifting examples keep it from being one locked prompt-ready camera route."
    },
    {
      "variant_key": "normal_boobjob_front_close_view",
      "review_bucket": "front_view",
      "status": "pre_ab_candidate",
      "selection_date": "2026-07-02",
      "reference_images": [
        "boobjob/0017.jpg",
        "boobjob/0018_2.jpg",
        "boobjob/141.jpg",
        "boobjob/186.jpg",
        "boobjob/218.jpg",
        "boobjob/259.jpg",
        "boobjob/327.jpg",
        "boobjob/588.jpg",
        "boobjob/592.jpg",
        "boobjob/598.jpg",
        "boobjob/615.jpg",
        "boobjob/618.jpg"
      ],
      "evidence_notes": "Residual-pool review found a repeated front-close third-person family where face or upper body remains readable and the contact action stays centered. Side, standing, foreground-heavy, and downward/crop-drifting outliers remain outside this selected subset."
    }
  ],
  "review_items": [
    {
      "reference_image": "boobjob/0017.jpg",
      "review_decision": "selected_reference",
      "review_bucket": "front_view",
      "variant_key": "normal_boobjob_front_close_view",
      "selection_date": "2026-07-02",
      "review_notes": "Residual-pool review found a repeated front-close third-person family where face or upper body remains readable and the contact action stays centered. Side, standing, foreground-heavy, and downward/crop-drifting outliers remain outside this selected subset.",
      "index": 1
    },
    {
      "index": 2,
      "reference_image": "boobjob/0018.jpg",
      "review_decision": "residual_unassigned",
      "review_bucket": "unassigned",
      "variant_key": null,
      "selection_date": null,
      "review_notes": "",
      "exclusion_reason": "outside_selected_subvariants_or_pending_manual_bucket"
    },
    {
      "reference_image": "boobjob/0018_2.jpg",
      "review_decision": "selected_reference",
      "review_bucket": "front_view",
      "variant_key": "normal_boobjob_front_close_view",
      "selection_date": "2026-07-02",
      "review_notes": "Residual-pool review found a repeated front-close third-person family where face or upper body remains readable and the contact action stays centered. Side, standing, foreground-heavy, and downward/crop-drifting outliers remain outside this selected subset.",
      "index": 3
    },
    {
      "reference_image": "boobjob/91.jpg",
      "review_decision": "selected_reference",
      "review_bucket": "reject_or_unclear",
      "variant_key": "normal_boobjob_front_close_mixed_camera_folder_pool",
      "selection_date": "2026-06-29",
      "review_notes": "Residual-pool review preserved the existing mixed source-pool anchor. The full folder includes useful front-close material, but side, standing, foreground-heavy, and downward/crop-drifting examples keep it from being one locked prompt-ready camera route.",
      "index": 4
    },
    {
      "reference_image": "boobjob/141.jpg",
      "review_decision": "selected_reference",
      "review_bucket": "front_view",
      "variant_key": "normal_boobjob_front_close_view",
      "selection_date": "2026-07-02",
      "review_notes": "Residual-pool review found a repeated front-close third-person family where face or upper body remains readable and the contact action stays centered. Side, standing, foreground-heavy, and downward/crop-drifting outliers remain outside this selected subset.",
      "index": 5
    },
    {
      "index": 6,
      "reference_image": "boobjob/182.jpg",
      "review_decision": "residual_unassigned",
      "review_bucket": "unassigned",
      "variant_key": null,
      "selection_date": null,
      "review_notes": "",
      "exclusion_reason": "outside_selected_subvariants_or_pending_manual_bucket"
    },
    {
      "reference_image": "boobjob/186.jpg",
      "review_decision": "selected_reference",
      "review_bucket": "front_view",
      "variant_key": "normal_boobjob_front_close_view",
      "selection_date": "2026-07-02",
      "review_notes": "Residual-pool review found a repeated front-close third-person family where face or upper body remains readable and the contact action stays centered. Side, standing, foreground-heavy, and downward/crop-drifting outliers remain outside this selected subset.",
      "index": 7
    },
    {
      "index": 8,
      "reference_image": "boobjob/186_2.jpg",
      "review_decision": "residual_unassigned",
      "review_bucket": "unassigned",
      "variant_key": null,
      "selection_date": null,
      "review_notes": "",
      "exclusion_reason": "outside_selected_subvariants_or_pending_manual_bucket"
    },
    {
      "reference_image": "boobjob/218.jpg",
      "review_decision": "selected_reference",
      "review_bucket": "front_view",
      "variant_key": "normal_boobjob_front_close_view",
      "selection_date": "2026-07-02",
      "review_notes": "Residual-pool review found a repeated front-close third-person family where face or upper body remains readable and the contact action stays centered. Side, standing, foreground-heavy, and downward/crop-drifting outliers remain outside this selected subset.",
      "index": 9
    },
    {
      "index": 10,
      "reference_image": "boobjob/225.jpg",
      "review_decision": "residual_unassigned",
      "review_bucket": "unassigned",
      "variant_key": null,
      "selection_date": null,
      "review_notes": "",
      "exclusion_reason": "outside_selected_subvariants_or_pending_manual_bucket"
    },
    {
      "reference_image": "boobjob/259.jpg",
      "review_decision": "selected_reference",
      "review_bucket": "front_view",
      "variant_key": "normal_boobjob_front_close_view",
      "selection_date": "2026-07-02",
      "review_notes": "Residual-pool review found a repeated front-close third-person family where face or upper body remains readable and the contact action stays centered. Side, standing, foreground-heavy, and downward/crop-drifting outliers remain outside this selected subset.",
      "index": 11
    },
    {
      "index": 12,
      "reference_image": "boobjob/297.jpg",
      "review_decision": "residual_unassigned",
      "review_bucket": "unassigned",
      "variant_key": null,
      "selection_date": null,
      "review_notes": "",
      "exclusion_reason": "outside_selected_subvariants_or_pending_manual_bucket"
    },
    {
      "reference_image": "boobjob/327.jpg",
      "review_decision": "selected_reference",
      "review_bucket": "front_view",
      "variant_key": "normal_boobjob_front_close_view",
      "selection_date": "2026-07-02",
      "review_notes": "Residual-pool review found a repeated front-close third-person family where face or upper body remains readable and the contact action stays centered. Side, standing, foreground-heavy, and downward/crop-drifting outliers remain outside this selected subset.",
      "index": 13
    },
    {
      "reference_image": "boobjob/588.jpg",
      "review_decision": "selected_reference",
      "review_bucket": "front_view",
      "variant_key": "normal_boobjob_front_close_view",
      "selection_date": "2026-07-02",
      "review_notes": "Residual-pool review found a repeated front-close third-person family where face or upper body remains readable and the contact action stays centered. Side, standing, foreground-heavy, and downward/crop-drifting outliers remain outside this selected subset.",
      "index": 14
    },
    {
      "reference_image": "boobjob/592.jpg",
      "review_decision": "selected_reference",
      "review_bucket": "front_view",
      "variant_key": "normal_boobjob_front_close_view",
      "selection_date": "2026-07-02",
      "review_notes": "Residual-pool review found a repeated front-close third-person family where face or upper body remains readable and the contact action stays centered. Side, standing, foreground-heavy, and downward/crop-drifting outliers remain outside this selected subset.",
      "index": 15
    },
    {
      "reference_image": "boobjob/598.jpg",
      "review_decision": "selected_reference",
      "review_bucket": "front_view",
      "variant_key": "normal_boobjob_front_close_view",
      "selection_date": "2026-07-02",
      "review_notes": "Residual-pool review found a repeated front-close third-person family where face or upper body remains readable and the contact action stays centered. Side, standing, foreground-heavy, and downward/crop-drifting outliers remain outside this selected subset.",
      "index": 16
    },
    {
      "index": 17,
      "reference_image": "boobjob/601.jpg",
      "review_decision": "residual_unassigned",
      "review_bucket": "unassigned",
      "variant_key": null,
      "selection_date": null,
      "review_notes": "",
      "exclusion_reason": "outside_selected_subvariants_or_pending_manual_bucket"
    },
    {
      "reference_image": "boobjob/615.jpg",
      "review_decision": "selected_reference",
      "review_bucket": "front_view",
      "variant_key": "normal_boobjob_front_close_view",
      "selection_date": "2026-07-02",
      "review_notes": "Residual-pool review found a repeated front-close third-person family where face or upper body remains readable and the contact action stays centered. Side, standing, foreground-heavy, and downward/crop-drifting outliers remain outside this selected subset.",
      "index": 18
    },
    {
      "reference_image": "boobjob/618.jpg",
      "review_decision": "selected_reference",
      "review_bucket": "front_view",
      "variant_key": "normal_boobjob_front_close_view",
      "selection_date": "2026-07-02",
      "review_notes": "Residual-pool review found a repeated front-close third-person family where face or upper body remains readable and the contact action stays centered. Side, standing, foreground-heavy, and downward/crop-drifting outliers remain outside this selected subset.",
      "index": 19
    }
  ],
  "contact_sheet_pages": [
    {
      "page": 1,
      "html_anchor": "page-01",
      "start_index": 1,
      "end_index": 19,
      "image_count": 19,
      "images": [
        {
          "index": 1,
          "reference_image": "boobjob/0017.jpg",
          "review_bucket": "front_view",
          "review_decision": "selected_reference",
          "variant_key": "normal_boobjob_front_close_view",
          "notes": "Residual-pool review found a repeated front-close third-person family where face or upper body remains readable and the contact action stays centered. Side, standing, foreground-heavy, and downward/crop-drifting outliers remain outside this selected subset."
        },
        {
          "index": 2,
          "reference_image": "boobjob/0018.jpg",
          "review_bucket": "unassigned",
          "review_decision": "residual_unassigned",
          "variant_key": null,
          "notes": ""
        },
        {
          "index": 3,
          "reference_image": "boobjob/0018_2.jpg",
          "review_bucket": "front_view",
          "review_decision": "selected_reference",
          "variant_key": "normal_boobjob_front_close_view",
          "notes": "Residual-pool review found a repeated front-close third-person family where face or upper body remains readable and the contact action stays centered. Side, standing, foreground-heavy, and downward/crop-drifting outliers remain outside this selected subset."
        },
        {
          "index": 4,
          "reference_image": "boobjob/91.jpg",
          "review_bucket": "reject_or_unclear",
          "review_decision": "selected_reference",
          "variant_key": "normal_boobjob_front_close_mixed_camera_folder_pool",
          "notes": "Residual-pool review preserved the existing mixed source-pool anchor. The full folder includes useful front-close material, but side, standing, foreground-heavy, and downward/crop-drifting examples keep it from being one locked prompt-ready camera route."
        },
        {
          "index": 5,
          "reference_image": "boobjob/141.jpg",
          "review_bucket": "front_view",
          "review_decision": "selected_reference",
          "variant_key": "normal_boobjob_front_close_view",
          "notes": "Residual-pool review found a repeated front-close third-person family where face or upper body remains readable and the contact action stays centered. Side, standing, foreground-heavy, and downward/crop-drifting outliers remain outside this selected subset."
        },
        {
          "index": 6,
          "reference_image": "boobjob/182.jpg",
          "review_bucket": "unassigned",
          "review_decision": "residual_unassigned",
          "variant_key": null,
          "notes": ""
        },
        {
          "index": 7,
          "reference_image": "boobjob/186.jpg",
          "review_bucket": "front_view",
          "review_decision": "selected_reference",
          "variant_key": "normal_boobjob_front_close_view",
          "notes": "Residual-pool review found a repeated front-close third-person family where face or upper body remains readable and the contact action stays centered. Side, standing, foreground-heavy, and downward/crop-drifting outliers remain outside this selected subset."
        },
        {
          "index": 8,
          "reference_image": "boobjob/186_2.jpg",
          "review_bucket": "unassigned",
          "review_decision": "residual_unassigned",
          "variant_key": null,
          "notes": ""
        },
        {
          "index": 9,
          "reference_image": "boobjob/218.jpg",
          "review_bucket": "front_view",
          "review_decision": "selected_reference",
          "variant_key": "normal_boobjob_front_close_view",
          "notes": "Residual-pool review found a repeated front-close third-person family where face or upper body remains readable and the contact action stays centered. Side, standing, foreground-heavy, and downward/crop-drifting outliers remain outside this selected subset."
        },
        {
          "index": 10,
          "reference_image": "boobjob/225.jpg",
          "review_bucket": "unassigned",
          "review_decision": "residual_unassigned",
          "variant_key": null,
          "notes": ""
        },
        {
          "index": 11,
          "reference_image": "boobjob/259.jpg",
          "review_bucket": "front_view",
          "review_decision": "selected_reference",
          "variant_key": "normal_boobjob_front_close_view",
          "notes": "Residual-pool review found a repeated front-close third-person family where face or upper body remains readable and the contact action stays centered. Side, standing, foreground-heavy, and downward/crop-drifting outliers remain outside this selected subset."
        },
        {
          "index": 12,
          "reference_image": "boobjob/297.jpg",
          "review_bucket": "unassigned",
          "review_decision": "residual_unassigned",
          "variant_key": null,
          "notes": ""
        },
        {
          "index": 13,
          "reference_image": "boobjob/327.jpg",
          "review_bucket": "front_view",
          "review_decision": "selected_reference",
          "variant_key": "normal_boobjob_front_close_view",
          "notes": "Residual-pool review found a repeated front-close third-person family where face or upper body remains readable and the contact action stays centered. Side, standing, foreground-heavy, and downward/crop-drifting outliers remain outside this selected subset."
        },
        {
          "index": 14,
          "reference_image": "boobjob/588.jpg",
          "review_bucket": "front_view",
          "review_decision": "selected_reference",
          "variant_key": "normal_boobjob_front_close_view",
          "notes": "Residual-pool review found a repeated front-close third-person family where face or upper body remains readable and the contact action stays centered. Side, standing, foreground-heavy, and downward/crop-drifting outliers remain outside this selected subset."
        },
        {
          "index": 15,
          "reference_image": "boobjob/592.jpg",
          "review_bucket": "front_view",
          "review_decision": "selected_reference",
          "variant_key": "normal_boobjob_front_close_view",
          "notes": "Residual-pool review found a repeated front-close third-person family where face or upper body remains readable and the contact action stays centered. Side, standing, foreground-heavy, and downward/crop-drifting outliers remain outside this selected subset."
        },
        {
          "index": 16,
          "reference_image": "boobjob/598.jpg",
          "review_bucket": "front_view",
          "review_decision": "selected_reference",
          "variant_key": "normal_boobjob_front_close_view",
          "notes": "Residual-pool review found a repeated front-close third-person family where face or upper body remains readable and the contact action stays centered. Side, standing, foreground-heavy, and downward/crop-drifting outliers remain outside this selected subset."
        },
        {
          "index": 17,
          "reference_image": "boobjob/601.jpg",
          "review_bucket": "unassigned",
          "review_decision": "residual_unassigned",
          "variant_key": null,
          "notes": ""
        },
        {
          "index": 18,
          "reference_image": "boobjob/615.jpg",
          "review_bucket": "front_view",
          "review_decision": "selected_reference",
          "variant_key": "normal_boobjob_front_close_view",
          "notes": "Residual-pool review found a repeated front-close third-person family where face or upper body remains readable and the contact action stays centered. Side, standing, foreground-heavy, and downward/crop-drifting outliers remain outside this selected subset."
        },
        {
          "index": 19,
          "reference_image": "boobjob/618.jpg",
          "review_bucket": "front_view",
          "review_decision": "selected_reference",
          "variant_key": "normal_boobjob_front_close_view",
          "notes": "Residual-pool review found a repeated front-close third-person family where face or upper body remains readable and the contact action stays centered. Side, standing, foreground-heavy, and downward/crop-drifting outliers remain outside this selected subset."
        }
      ]
    }
  ]
}