240 lines
12 KiB
Markdown
240 lines
12 KiB
Markdown
# Krea2 POV Pose Atlas
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Local reference root:
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`/media/unraid/davinci/Qwen_edit_lora/POV/dataset_v2`
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Use this dataset as the pose-geometry reference for POV prompt tuning. The pose
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folders contain rendered POV examples; matching `_control` folders contain the
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solo/control image for the same pose family. Ignore `bg` and `*_bg` folders for
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pose analysis; they are background plates without people.
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Machine-readable pose variants live in
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`categories/krea2_pov_pose_variants.json`. That catalog is intentionally smaller
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than the full atlas: it only contains variants that are proven or useful
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candidates for fixed-seed Krea2 tuning. Add a variant there when it has a compact
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geometry summary, cue phrases, avoid phrases, references, and a known generator
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hook. Code should read it through `krea2_pose_variant_catalog.py` instead of
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parsing the JSON directly.
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In ComfyUI, use the `SxCP Krea2 Pose Variant` node when you want a workflow to
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select one catalog variant and emit a compatible `hardcore_position_config` for
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the existing Position Pool / Action Filter / Insta-OF chain. Pair it with
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`SxCP Krea2 Variant Evidence` to display the fixed-seed eval entry, image paths,
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and generator decision behind that variant.
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For command-line planning, `python tools/krea2_tuning_report.py` shows which
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catalog variants are proven or pending and which atlas pose folders are still
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unmapped by the catalog. Unmapped folders include sample pose/control image
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paths and a suggested candidate key to start the next catalog entry.
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The `ready` folder name is misleading for prompt planning: treat it as an
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aftermath/open-thigh family with visible fluid at the central contact area, not
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as a neutral setup pose. The report therefore suggests an aftermath candidate
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key for that folder until a proper catalog variant is added.
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## Inventory
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| Family | Pose images | Control images | First sample |
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| --- | ---: | ---: | --- |
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| cowgirl | 63 | 63 | `5.cowgirl/100_cowgirl.png` |
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| cowgirl alt | 62 | 62 | `5.cowgirl_alt/101_cowgirl_alt.png` |
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| reverse cowgirl | 58 | 58 | `cowgirl_reverse/101_cowgirl_reverse.png` |
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| reverse cowgirl alt | 50 | 50 | `cowgirl_reversere_alt/100_cowgirl_reversere_alt.png` |
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| doggy | 57 | 57 | `doggy/101_doggy.png` |
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| doggy alt | 45 | 45 | `doggy_alt/100_doggy_alt.png` |
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| missionary | 74 | 74 | `missionary/101_missionary.png` |
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| missionary folded | 12 | 12 | `missionary_folded/16_missionary_folded.png` |
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| sixty-nine | 29 | 29 | `69/105_sixtynine.png` |
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| ballsucking | 25 | 25 | `ballsucking/101_ballsucking.png` |
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| blowjob laying | 42 | 42 | `blowjob_laying/101_blowjob_laying.png` |
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| blowjob side | 17 | 17 | `blowjob_side/103_blowjob_side.png` |
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| blowjob sitting | 27 | 27 | `blowjob_sitting/100_blowjob_sitting.png` |
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| blowjob top view | 17 | 17 | `blowjob_top_view/102_blowjob_top_view.png` |
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| boobjob | 11 | 11 | `boobjob/100_boobjob.png` |
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| handjob | 24 | 24 | `handjob/18_handjob.png` |
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| footjob | 2 | 2 | `footjob/59_footjob.png` |
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| fingering | 10 | 10 | `fingering/103_fingering.png` |
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| spread | 55 | 55 | `spread/100_spread_.png` |
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| ready | 19 | 19 | `ready/105_ready_.png` |
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| wand | 7 | 7 | `wand/106_wand_.png` |
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## Tuning Method
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For each pose family:
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1. Sample 5-10 pose images and 2-3 control images.
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2. Write a compact geometry summary using only repeated visual facts.
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3. Test one prompt variant with a fixed seed.
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4. Test the same wording on a second seed or character.
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5. Patch generator defaults only when the wording improvement repeats or the
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generated prompt is structurally wrong before rendering.
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6. Record the evidence in `docs/krea2-prompt-guide.md`.
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## Confirmed Notes
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### Doggy / Rear-Entry
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Dataset references show that visible POV thighs, lower torso, or pelvis can be
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correct. They should be treated as natural foreground cues, not automatic
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failures.
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Better Krea2 wording:
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- `top-down POV doggy position from behind`
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- `camera looks down over the viewer's hands onto the woman's raised hips`
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- `woman is on all fours with chest low, forearms folded, cheek turned sideways`
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- `back arched, hips raised high toward the camera`
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- `viewer hands hold her hips with natural lower-body POV cues in the foreground`
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Avoid using visible shoes or lower legs as the standing cue. In seed `65`, that
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wording pulled Krea2 toward oral contact and weakened rear-entry geometry.
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### Boobjob / Titjob
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The boobjob folder shows a repeated upright, frontal geometry rather than a
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forward-bent one: the woman faces the viewer between his thighs, breasts pressed
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together around a vertical shaft, with the glans above the cleavage near her
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mouth. For Krea2, name hand ownership when hands matter. In POV prompts, generic
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`hands` can become the viewer's hands.
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### Handjob
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The handjob folder repeats a centered first-person layout: the viewer's thighs
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frame the lower edges, the woman faces the viewer between his legs, and her hand
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is the contact anchor on the shaft. Prompt the woman's hand ownership directly;
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viewer hands should not cover the action unless that is the intended variant.
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## Candidate Notes
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### Footjob
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The footjob folder is small but visually consistent: the viewer reclines with
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thighs framing the lower foreground, the penis is upright near the center, and
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the woman's soles/toes are the contact anchor while her body and face remain
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behind the feet. Treat `pov_footjob_frontal_sole_stroke` as a candidate until it
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has fixed-seed Krea2 evidence.
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### Fingering
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The fingering folder repeats a first-person manual-contact layout: the woman is
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reclined or sitting back with thighs spread wide toward camera, her face and
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torso visible behind the open-leg frame, and the viewer hand entering from the
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foreground as the contact anchor. Treat `pov_fingering_reclined_open_thighs` as
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a candidate until it has fixed-seed Krea2 evidence.
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### Wand / Toy Contact
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The wand folder repeats a close first-person tool-contact layout: the woman is
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reclined or sitting back with thighs spread toward camera, face and torso visible
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behind the open-leg frame, and the viewer hand holding a wand-style toy from the
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foreground with the rounded head pressed to the central contact point. Treat
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`pov_wand_foreground_tool_contact` as a candidate until it has fixed-seed Krea2
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evidence. Keep the visible hand/handle in the wording; otherwise Krea2 may float
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the toy or transfer ownership to the visible partner.
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### Spread / Open-Thigh Presentation
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The spread folder is a setup/presentation family rather than a required contact
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action: the woman faces the camera with legs raised or knees held wide, thighs
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forming a wide V-frame, and her face and torso visible behind the open-leg pose.
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Treat `pov_spread_open_thigh_presentation` as a candidate until it has
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fixed-seed Krea2 evidence.
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### Blowjob Top View
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The `blowjob_top_view` folder repeats a top-down first-person oral layout: the
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viewer looks down from chest or pelvis height, viewer torso or thighs sit at the
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lower edge, the shaft is vertical and centered, and the woman kneels below
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looking upward with mouth and hand aligned to it. Treat
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`pov_blowjob_top_down_vertical_shaft` as a candidate until it has fixed-seed
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Krea2 evidence.
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### Blowjob Side
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The `blowjob_side` folder repeats a side-profile first-person oral layout: the
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viewer reclines with torso or thighs visible, the woman leans beside the
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viewer's pelvis from the side, and her side-facing mouth aligns to the shaft
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near the lower center of the frame. Treat `pov_blowjob_side_profile_oral` as a
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candidate until it has fixed-seed Krea2 evidence.
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### Blowjob Laying
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The `blowjob_laying` folder repeats a frontal prone first-person oral layout:
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the viewer reclines with open thighs framing the lower foreground, the woman
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lies belly-down between the viewer's thighs, and her front-facing mouth and
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hands align to a shaft rising from the lower center of the frame. Treat
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`pov_blowjob_laying_frontal_oral` as a candidate until it has fixed-seed Krea2
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evidence.
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### Blowjob Sitting
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The `blowjob_sitting` folder includes a few top-view outliers, but the named
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sitting files repeat an upright seated first-person oral layout: the viewer
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reclines with open thighs framing the lower foreground, the woman sits upright
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between the viewer's thighs, and her close front-facing mouth aligns to a
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vertical centered shaft. Treat `pov_blowjob_sitting_upright_oral` as a candidate
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until it has fixed-seed Krea2 evidence.
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### Missionary / Open-Leg Penetration
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The `missionary` folder repeats a front-facing first-person penetration layout:
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the woman reclines on her back facing the viewer, her knees open toward the
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viewer, her face and torso stay visible behind the open-thigh frame, and the
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viewer is positioned between her legs from the lower foreground. Treat
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`pov_missionary_open_leg_penetration` as a candidate until it has fixed-seed
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Krea2 evidence. Keep this separate from `missionary_folded`, where the legs are
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pressed much higher and need different wording.
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### Missionary Folded / High-Leg Penetration
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The `missionary_folded` folder repeats a high-leg first-person penetration
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layout: the woman reclines on her back facing the viewer, her knees are folded
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high toward her chest, feet or ankles sit close to the camera, and the viewer's
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hands often hold her calves or ankles while the contact line stays below the
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raised legs. Treat `pov_missionary_folded_high_leg_penetration` as a candidate
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until it has fixed-seed Krea2 evidence.
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### Cowgirl / Frontal Straddle Penetration
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The `5.cowgirl` folder repeats a frontal woman-on-top first-person layout: the
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viewer reclines below, the woman straddles the viewer facing him, her torso
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stays upright above the contact line, and her knees open to either side of the
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viewer. Treat `pov_cowgirl_frontal_straddle_penetration` as a candidate until it
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has fixed-seed Krea2 evidence. Keep this separate from the alt and reverse
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cowgirl folders, which need their own geometry wording.
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### Cowgirl Alt / Low Seated-Squat Penetration
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The `5.cowgirl_alt` folder is still frontal woman-on-top, not reverse cowgirl,
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but the repeated pose is lower and closer than the main cowgirl folder: the
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woman faces the viewer in a low seated squat over the viewer's pelvis, knees
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bent wide close to the camera, with viewer hands often anchoring the underside
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of her thighs or hips. Treat `pov_cowgirl_alt_low_squat_penetration` as a
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candidate until it has fixed-seed Krea2 evidence. Keep this separate from the
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main cowgirl route so Krea2 can choose between upright straddle wording and
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closer seated-squat wording.
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### Reverse Cowgirl / Back-Facing Straddle Penetration
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The `cowgirl_reverse` folder repeats a woman-on-top first-person layout where
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the viewer reclines underneath and the woman faces away from the viewer. Her
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back, hips, and ass are the closest readable body anchors, with her knees or
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thighs planted to either side of the viewer's hips; her face may turn back over
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one shoulder. Treat `pov_reverse_cowgirl_back_facing_penetration` as a
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candidate until it has fixed-seed Krea2 evidence. Keep it separate from doggy:
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the viewer is underneath her in a back-facing straddle, not kneeling behind her
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while she is on all fours.
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### Reverse Cowgirl Alt / Upright Back-Facing Straddle
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The `cowgirl_reversere_alt` folder repeats an upright seated reverse-cowgirl
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layout. The viewer reclines underneath, while the woman sits upright facing
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away in a back-facing straddle; her back remains vertical and readable above
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her hips, with viewer hands often holding her hips, thighs, wrists, or hands.
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Treat `pov_reverse_cowgirl_alt_upright_back_facing_penetration` as a candidate
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until it has fixed-seed Krea2 evidence. Keep it separate from
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`pov_reverse_cowgirl_back_facing_penetration`, which can be closer and more
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hip-cropped; this alt needs wording that preserves the vertical torso and
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seated woman-on-top posture.
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