feat: add normal camera atlas maintenance tooling
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{
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"schema": "sxcp_normal_camera_review_manifest_v1",
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"no_generation": true,
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"atlas_root": "/media/unraid/davinci/Qwen_edit_lora/pornpic/sorted",
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"folder": "footjob",
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"folder_alias": {
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"exact_source_folder": "footjob",
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"canonical_folder": "footjob",
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"canonical_key": "footjob",
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"alias_applied": false,
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"alias_reason": ""
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},
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"image_count": 2,
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"action_family": "manual_or_toy",
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"source_camera_view": "mixed_or_unspecified",
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"source_catalog_status": "action_reference_only",
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"review_state": "contact_sheet_ready",
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"methodology": [
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"Treat this folder as a cue-expansion pool, not automatic prompt truth.",
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"Cluster only repeated non-POV camera/pose families.",
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"Draft positive-only visual prompt cues from selected atlas references.",
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"Keep weak, mixed, or one-off groups as needs_samples."
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],
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"review_bucket_values": {
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"back_view": "Rear-facing normal-camera view where back/hips face camera.",
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"back_three_quarter": "Rear-offset normal-camera view with enough side/torso context.",
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"side_view": "Profile or near-profile lateral view with the body/action axis across frame.",
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"front_view": "Front-facing normal-camera view where the contact plane faces camera.",
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"front_three_quarter": "Front-offset normal-camera view.",
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"top_or_low_special": "Overhead, high-downward, low-angle, or under-view special camera.",
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"reject_or_unclear": "POV-like, mismatched, unclear, duplicate-only, or too mixed for cue drafting."
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},
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"selected_subvariants": [
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{
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"variant_key": "normal_footjob_mixed_camera_folder_pool",
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"review_bucket": "reject_or_unclear",
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"status": "needs_samples",
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"selection_date": "2026-07-02",
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"reference_images": [
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"footjob/265.jpg",
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"footjob/265_2.jpg"
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],
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"evidence_notes": "Contact-sheet review preserved the full folder as a mixed source-pool anchor. The two samples share the foot-contact action but vary between seated front context and tighter crop, so more matched samples are needed."
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}
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],
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"review_items": [
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{
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"reference_image": "footjob/265.jpg",
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"review_decision": "selected_reference",
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"review_bucket": "reject_or_unclear",
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"variant_key": "normal_footjob_mixed_camera_folder_pool",
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"selection_date": "2026-07-02",
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"review_notes": "Contact-sheet review preserved the full folder as a mixed source-pool anchor. The two samples share the foot-contact action but vary between seated front context and tighter crop, so more matched samples are needed.",
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"index": 1
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},
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{
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"reference_image": "footjob/265_2.jpg",
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"review_decision": "selected_reference",
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"review_bucket": "reject_or_unclear",
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"variant_key": "normal_footjob_mixed_camera_folder_pool",
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"selection_date": "2026-07-02",
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"review_notes": "Contact-sheet review preserved the full folder as a mixed source-pool anchor. The two samples share the foot-contact action but vary between seated front context and tighter crop, so more matched samples are needed.",
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"index": 2
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}
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],
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"contact_sheet_pages": [
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{
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"page": 1,
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"html_anchor": "page-01",
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"start_index": 1,
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"end_index": 2,
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"image_count": 2,
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"images": [
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{
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"index": 1,
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"reference_image": "footjob/265.jpg",
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"review_bucket": "reject_or_unclear",
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"review_decision": "selected_reference",
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"variant_key": "normal_footjob_mixed_camera_folder_pool",
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"notes": "Contact-sheet review preserved the full folder as a mixed source-pool anchor. The two samples share the foot-contact action but vary between seated front context and tighter crop, so more matched samples are needed."
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},
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{
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"index": 2,
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"reference_image": "footjob/265_2.jpg",
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"review_bucket": "reject_or_unclear",
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"review_decision": "selected_reference",
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"variant_key": "normal_footjob_mixed_camera_folder_pool",
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"notes": "Contact-sheet review preserved the full folder as a mixed source-pool anchor. The two samples share the foot-contact action but vary between seated front context and tighter crop, so more matched samples are needed."
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}
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]
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}
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]
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}
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