Add atlas refine cue seed workflow

ab_batches/blowjob_top_down_vertical_shaft_axis_analysis.md

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+# Blowjob Top-Down Vertical Shaft A/B Pass
+
+Date: 2026-07-01
+Batch: `ab_batches/blowjob_top_down_vertical_shaft_axis_batch.json`
+Results: `ab_batches/blowjob_top_down_vertical_shaft_axis_results.json`
+Sampler seed: `238365845574312`
+Pose target: `pov_blowjob_top_down_vertical_shaft`
+
+## Reference Read
+
+Atlas examples `27_blowjob_top_view.png` and `2_blowjob_top_view.png` read flatter and more vertical than most generator outputs: the viewer appears standing or high over the woman, the floor/surface plane dominates, and the woman is directly below the camera axis. The generated coworking baseline already has useful office anchors, but it still reads like an elevated forward-looking POV rather than a pure top-down/nadir shot.
+
+## Strongest Variants
+
+- `axis_mouth_directly_below_torso` -> `/media/unraid/comfyui/output/agent_bridge/img_75cd8e71ddad45f4a4b2aa9e00ea6127.png`
+  - Best overall single-seed improvement. Contact is preserved, mouth is centered below torso, both hands hold the base, and the office/floor read remains coherent.
+  - Still not as vertically flat as atlas `27` or `2`.
+- `axis_floor_plane_priority` -> `/media/unraid/comfyui/output/agent_bridge/img_867f5eea66354fb4beb5df586e56bfbc.png`
+  - Good floor-plane/workspace read, contact preserved, strong centered column.
+  - Slightly less direct mouth alignment than the best candidate, but useful wording.
+- `axis_wide_floor_coworking_rows` -> `/media/unraid/comfyui/output/agent_bridge/img_696bb9f3163049f5b696316db97b46f2.png`
+  - Good workspace continuity and repeated desk/chair floor grid. Contact preserved.
+  - Still camera-forward rather than true nadir.
+- `axis_chair_wheel_floor` -> `/media/unraid/comfyui/output/agent_bridge/img_5265517ff9544c149277a8711461da17.png`
+  - Contact preserved with strong chair-wheel/floor anchors.
+  - Similar axis to baseline, but cleaner workspace evidence.
+- `axis_eye_contact_vertical` -> `/media/unraid/comfyui/output/agent_bridge/img_acfdcfda262849eea33dd5b31985751c.png`
+  - Useful expression/eye-control probe. Preserves contact and subject look.
+  - Does not solve the flat vertical camera read.
+- `axis_clothed_top_visible` -> `/media/unraid/comfyui/output/agent_bridge/img_13516b4bed1a4a69a8542b446822836e.png`
+  - Woman-owned clothing worked: tank top stayed on the woman and contact remained.
+  - Useful for later clothing-restore rules, not the main vertical-axis fix.
+
+## Weak Or Broken Variants
+
+- `axis_standing_feet_close` broke oral contact.
+- `axis_carpet_seam_centerline` produced a centerline artifact and broke contact.
+- `axis_glass_partition_floor` broke contact.
+- `axis_knees_visible_below_head` broke contact.
+- `axis_compact_anatomy` broke contact and did not improve axis.
+- `axis_bralette_open_shirt` preserved woman-owned clothing but broke oral contact.
+- `axis_low_lounge_table` preserved workspace interaction but broke oral contact.
+- `axis_tight_vertical_crop` kept contact but made anatomy too tall/large and did not improve atlas verticality enough.
+
+## Wording Takeaways
+
+- Useful wording:
+  - `mouth directly below the viewer's torso`
+  - `floor-plane-priority`
+  - `rows of desk legs, chair wheels, table corners, and carpet seams extend across the floor`
+  - `chair wheels, caster bases, desk legs, and carpet texture surround the kneeling woman from above`
+  - `face tilted upward, dark almond eyes looking up into the camera`
+  - woman-owned clothing: `the woman wears a fitted white ribbed tank top`
+- Risky wording:
+  - `centerline` can create literal artifacts.
+  - `glass partition floor rail` competes with the action.
+  - `full kneeling posture visible` pulls the mouth away from contact.
+  - `foreshortened compact cylinder` did not improve anatomy; it weakened contact.
+  - Low table / desk edge interactions can improve workspace but often move the action away from the mouth.
+
+## Next Batch
+
+Do not promote to generator/catalog from this single-seed run. The next batch should narrow around the top candidates:
+
+- Keep `axis_mouth_directly_below_torso` as the center prompt.
+- Hybridize it with `floor-plane-priority`, `wide coworking rows`, and `chair-wheel floor` anchors.
+- Add 12-16 variants that push more verticality using concrete camera/surface language while preserving the exact mouth-contact hierarchy.
+- Run at least two sampler seeds before sidecar promotion; use more if the first two disagree.