ComfyUI-Ethanfel-Prompt-Builder/docs/krea2-pov-pose-atlas.md

Krea2 POV Pose Atlas

Local reference root:

/media/unraid/davinci/Qwen_edit_lora/POV/dataset_v2

Use this dataset as the pose-geometry reference for POV prompt tuning. The pose folders contain rendered POV examples; matching _control folders contain the solo/control image for the same pose family. Ignore bg and *_bg folders for pose analysis; they are background plates without people.

Machine-readable pose variants live in categories/krea2_pov_pose_variants.json. That catalog is intentionally smaller than the full atlas: it only contains variants that are proven or useful candidates for fixed-seed Krea2 tuning. Add a variant there when it has a compact geometry summary, cue phrases, avoid phrases, references, and a known generator hook. Code should read it through krea2_pose_variant_catalog.py instead of parsing the JSON directly.

In ComfyUI, use the SxCP Krea2 Pose Variant node when you want a workflow to select one catalog variant and emit a compatible hardcore_position_config for the existing Position Pool / Action Filter / Insta-OF chain. Pair it with SxCP Krea2 Variant Evidence to display the fixed-seed eval entry, image paths, and generator decision behind that variant.

For command-line planning, python tools/krea2_tuning_report.py shows which catalog variants are proven or pending and which atlas pose folders are still unmapped by the catalog. Unmapped folders include sample pose/control image paths and a suggested candidate key to start the next catalog entry.

Inventory

Family	Pose images	Control images	First sample
cowgirl	63	63	5.cowgirl/100_cowgirl.png
cowgirl alt	62	62	5.cowgirl_alt/101_cowgirl_alt.png
reverse cowgirl	58	58	cowgirl_reverse/101_cowgirl_reverse.png
reverse cowgirl alt	50	50	cowgirl_reversere_alt/100_cowgirl_reversere_alt.png
doggy	57	57	doggy/101_doggy.png
doggy alt	45	45	doggy_alt/100_doggy_alt.png
missionary	74	74	missionary/101_missionary.png
missionary folded	12	12	missionary_folded/16_missionary_folded.png
sixty-nine	29	29	69/105_sixtynine.png
ballsucking	25	25	ballsucking/101_ballsucking.png
blowjob laying	42	42	blowjob_laying/101_blowjob_laying.png
blowjob side	17	17	blowjob_side/103_blowjob_side.png
blowjob sitting	27	27	blowjob_sitting/100_blowjob_sitting.png
blowjob top view	17	17	blowjob_top_view/102_blowjob_top_view.png
boobjob	11	11	boobjob/100_boobjob.png
handjob	24	24	handjob/18_handjob.png
footjob	2	2	footjob/59_footjob.png
fingering	10	10	fingering/103_fingering.png
spread	55	55	spread/100_spread_.png
ready	19	19	ready/105_ready_.png
wand	7	7	wand/106_wand_.png

Tuning Method

For each pose family:

1. Sample 5-10 pose images and 2-3 control images.
2. Write a compact geometry summary using only repeated visual facts.
3. Test one prompt variant with a fixed seed.
4. Test the same wording on a second seed or character.
5. Patch generator defaults only when the wording improvement repeats or the generated prompt is structurally wrong before rendering.
6. Record the evidence in docs/krea2-prompt-guide.md.

Confirmed Notes

Doggy / Rear-Entry

Dataset references show that visible POV thighs, lower torso, or pelvis can be correct. They should be treated as natural foreground cues, not automatic failures.

Better Krea2 wording:

• top-down POV doggy position from behind
• camera looks down over the viewer's hands onto the woman's raised hips
• woman is on all fours with chest low, forearms folded, cheek turned sideways
• back arched, hips raised high toward the camera
• viewer hands hold her hips with natural lower-body POV cues in the foreground

Avoid using visible shoes or lower legs as the standing cue. In seed 65, that wording pulled Krea2 toward oral contact and weakened rear-entry geometry.

Boobjob / Titjob

The boobjob folder shows a repeated upright, frontal geometry rather than a forward-bent one: the woman faces the viewer between his thighs, breasts pressed together around a vertical shaft, with the glans above the cleavage near her mouth. For Krea2, name hand ownership when hands matter. In POV prompts, generic hands can become the viewer's hands.

Handjob

The handjob folder repeats a centered first-person layout: the viewer's thighs frame the lower edges, the woman faces the viewer between his legs, and her hand is the contact anchor on the shaft. Prompt the woman's hand ownership directly; viewer hands should not cover the action unless that is the intended variant.

Candidate Notes

Footjob

The footjob folder is small but visually consistent: the viewer reclines with thighs framing the lower foreground, the penis is upright near the center, and the woman's soles/toes are the contact anchor while her body and face remain behind the feet. Treat pov_footjob_frontal_sole_stroke as a candidate until it has fixed-seed Krea2 evidence.

Fingering

The fingering folder repeats a first-person manual-contact layout: the woman is reclined or sitting back with thighs spread wide toward camera, her face and torso visible behind the open-leg frame, and the viewer hand entering from the foreground as the contact anchor. Treat pov_fingering_reclined_open_thighs as a candidate until it has fixed-seed Krea2 evidence.