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.

The ready folder name is misleading for prompt planning: it is mapped as pov_ejaculation_aftermath_open_thigh_candidate, a post-ejaculation open-thigh display family with thick visible fluid around the exposed opening, not as a neutral setup pose.

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.

Wand / Toy Contact

The wand folder repeats a close first-person tool-contact layout: the woman is reclined or sitting back with thighs spread toward camera, face and torso visible behind the open-leg frame, and the viewer hand holding a wand-style toy from the foreground with the rounded head pressed to the central contact point. Treat pov_wand_foreground_tool_contact as a candidate until it has fixed-seed Krea2 evidence. Keep the visible hand/handle in the wording; otherwise Krea2 may float the toy or transfer ownership to the visible partner.

Ready / Post-Ejaculation Open-Thigh Display

The ready folder is not a neutral setup family. It repeats a first-person post-ejaculation display pose: the woman reclines or sits back facing the viewer with thighs spread open, face and torso readable behind the open-leg frame, a viewer body cue or recently withdrawn foreground cue near the lower edge, and thick semen or fluid visible around the exposed pussy or anal opening. Treat pov_ejaculation_aftermath_open_thigh_candidate as a candidate until it has fixed-seed Krea2 evidence. Avoid active thrusting wording here; the key state is post-ejaculation fluid visibility, not penetration-in-progress.

Spread / Open-Thigh Presentation

The spread folder is a setup/presentation family rather than a required contact action: the woman faces the camera with legs raised or knees held wide, thighs forming a wide V-frame, and her face and torso visible behind the open-leg pose. Treat pov_spread_open_thigh_presentation as a candidate until it has fixed-seed Krea2 evidence.

Sixty-Nine / Close Reversed POV

The 69 folder repeats a close first-person mutual-oral layout rather than a wide side-by-side pose: the visible partner is reversed over the viewer, hips closest to camera, head and torso receding away into the upper frame, and the viewer face or mouth anchoring the lower foreground. Treat pov_sixty_nine_close_reversed_oral as the hardest and lowest-priority route in the atlas for now. Do not queue it as a normal prompt-only fixed-seed candidate. When exact geometry matters, prefer a pose/control image or a narrower image-guided route; text alone can collapse this into generic oral contact or lose the reversed-over-viewer body arrangement.

Blowjob Top View

The blowjob_top_view folder repeats a top-down first-person oral layout: the viewer looks down from chest or pelvis height, viewer torso or thighs sit at the lower edge, the shaft is vertical and centered, and the woman kneels below looking upward with mouth and hand aligned to it. Treat pov_blowjob_top_down_vertical_shaft as a candidate until it has fixed-seed Krea2 evidence.

Blowjob Side

The blowjob_side folder repeats a side-profile first-person oral layout: the viewer reclines with torso or thighs visible, the woman leans beside the viewer's pelvis from the side, and her side-facing mouth aligns to the shaft near the lower center of the frame. Treat pov_blowjob_side_profile_oral as a candidate until it has fixed-seed Krea2 evidence.

Blowjob Laying

The blowjob_laying folder repeats a frontal prone first-person oral layout: the viewer reclines with open thighs framing the lower foreground, the woman lies belly-down between the viewer's thighs, and her front-facing mouth and hands align to a shaft rising from the lower center of the frame. Treat pov_blowjob_laying_frontal_oral as a candidate until it has fixed-seed Krea2 evidence.

Blowjob Sitting

The blowjob_sitting folder includes a few top-view outliers, but the named sitting files repeat an upright seated first-person oral layout: the viewer reclines with open thighs framing the lower foreground, the woman sits upright between the viewer's thighs, and her close front-facing mouth aligns to a vertical centered shaft. Treat pov_blowjob_sitting_upright_oral as a candidate until it has fixed-seed Krea2 evidence.

Missionary / Open-Leg Penetration

The missionary folder repeats a front-facing first-person penetration layout: the woman reclines on her back facing the viewer, her knees open toward the viewer, her face and torso stay visible behind the open-thigh frame, and the viewer is positioned between her legs from the lower foreground. Treat pov_missionary_open_leg_penetration as a candidate until it has fixed-seed Krea2 evidence. Keep this separate from missionary_folded, where the legs are pressed much higher and need different wording.

Missionary Folded / High-Leg Penetration

The missionary_folded folder repeats a high-leg first-person penetration layout: the woman reclines on her back facing the viewer, her knees are folded high toward her chest, feet or ankles sit close to the camera, and the viewer's hands often hold her calves or ankles while the contact line stays below the raised legs. Treat pov_missionary_folded_high_leg_penetration as a candidate until it has fixed-seed Krea2 evidence.

Cowgirl / Frontal Straddle Penetration

The 5.cowgirl folder repeats a frontal woman-on-top first-person layout: the viewer reclines below, the woman straddles the viewer facing him, her torso stays upright above the contact line, and her knees open to either side of the viewer. Treat pov_cowgirl_frontal_straddle_penetration as a candidate until it has fixed-seed Krea2 evidence. Keep this separate from the alt and reverse cowgirl folders, which need their own geometry wording.

Cowgirl Alt / Low Seated-Squat Penetration

The 5.cowgirl_alt folder is still frontal woman-on-top, not reverse cowgirl, but the repeated pose is lower and closer than the main cowgirl folder: the woman faces the viewer in a low seated squat over the viewer's pelvis, knees bent wide close to the camera, with viewer hands often anchoring the underside of her thighs or hips. Treat pov_cowgirl_alt_low_squat_penetration as a candidate until it has fixed-seed Krea2 evidence. Keep this separate from the main cowgirl route so Krea2 can choose between upright straddle wording and closer seated-squat wording.

Reverse Cowgirl / Back-Facing Straddle Penetration

The cowgirl_reverse folder repeats a woman-on-top first-person layout where the viewer reclines underneath and the woman faces away from the viewer. Her back, hips, and ass are the closest readable body anchors, with her knees or thighs planted to either side of the viewer's hips; her face may turn back over one shoulder. Treat pov_reverse_cowgirl_back_facing_penetration as a candidate until it has fixed-seed Krea2 evidence. Keep it separate from doggy: the viewer is underneath her in a back-facing straddle, not kneeling behind her while she is on all fours.

Reverse Cowgirl Alt / Upright Back-Facing Straddle

The cowgirl_reversere_alt folder repeats an upright seated reverse-cowgirl layout. The viewer reclines underneath, while the woman sits upright facing away in a back-facing straddle; her back remains vertical and readable above her hips, with viewer hands often holding her hips, thighs, wrists, or hands. Treat pov_reverse_cowgirl_alt_upright_back_facing_penetration as a candidate until it has fixed-seed Krea2 evidence. Keep it separate from pov_reverse_cowgirl_back_facing_penetration, which can be closer and more hip-cropped; this alt needs wording that preserves the vertical torso and seated woman-on-top posture.