Add Krea2 blowjob sitting candidate
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@@ -367,6 +367,44 @@
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"guide_section": "",
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"notes": "Atlas shows repeated prone, front-facing first-person oral geometry; needs fixed-seed Krea2 tests before promotion to proven."
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}
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},
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{
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"key": "pov_blowjob_sitting_upright_oral",
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"family": "blowjob_sitting",
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"status": "candidate",
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"atlas_folders": ["blowjob_sitting"],
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"action_family": "oral",
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"position_keys": ["reclining_oral", "penis_licking"],
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"canonical_geometry": "Upright seated first-person oral view: the viewer reclines with open thighs framing the lower foreground, the woman sits upright between the viewer's open thighs, and her close front-facing mouth aligns to a vertical shaft centered between the viewer's legs.",
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"prompt_cues": [
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"POV upright sitting oral position",
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"viewer reclines with open thighs framing the lower foreground",
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"woman sits upright between the viewer's open thighs",
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"her shoulders and face stay vertical and close to the camera",
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"vertical shaft centered between the viewer's legs",
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"her mouth aligns to the centered shaft with hands low near the base"
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],
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"avoid_cues": [
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"prone belly-down oral framing",
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"side-profile oral framing",
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"top-down oral framing from above the viewer",
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"woman standing level with the viewer",
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"cropping away the viewer's open-thigh frame"
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],
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"reference_images": [
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"blowjob_sitting/100_blowjob_sitting.png",
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"blowjob_sitting/24_blowjob_sitting.png",
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"blowjob_sitting/58_blowjob_sitting.png"
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],
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"generator_hook": {
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"module": "krea_pov_actions.py",
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"route_terms": ["blowjob_sitting", "upright sitting oral", "oral"]
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},
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"evidence": {
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"fixed_seed_tests": [],
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"guide_section": "",
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"notes": "Atlas contains some top-view outliers, but the named sitting files show repeated upright, front-facing first-person oral geometry; needs fixed-seed Krea2 tests before promotion to proven."
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}
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}
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]
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}
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@@ -151,3 +151,12 @@ 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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+23
-1
@@ -6808,6 +6808,7 @@ def smoke_krea2_pose_variant_catalog_policy() -> None:
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"pov_blowjob_top_down_vertical_shaft",
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"pov_blowjob_side_profile_oral",
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"pov_blowjob_laying_frontal_oral",
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"pov_blowjob_sitting_upright_oral",
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],
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f"Krea2 pose-variant oral filtering changed unexpectedly: {oral}",
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)
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@@ -6855,6 +6856,12 @@ def smoke_krea2_pose_variant_catalog_policy() -> None:
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any("woman lies belly-down between the viewer's open thighs" in str(cue) for cue in oral_laying.get("prompt_cues", [])),
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"Blowjob laying variant lost prone frontal cue",
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)
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oral_sitting = krea2_pose_variant_catalog.get_variant("pov_blowjob_sitting_upright_oral")
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_expect(oral_sitting.get("status") == "candidate", "Blowjob sitting variant should remain a candidate until fixed-seed evidence exists")
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_expect(
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any("woman sits upright between the viewer's open thighs" in str(cue) for cue in oral_sitting.get("prompt_cues", [])),
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"Blowjob sitting variant lost upright sitting cue",
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)
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refs = krea2_pose_variant_catalog.reference_paths("pov_boobjob_upright_cleavage")
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_expect(refs and all(path.name.endswith(".png") for path in refs), "Boobjob reference paths are not image paths")
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_expect(all("bg" not in str(path).lower() for path in refs), "Reference paths should not include background-only atlas images")
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@@ -6930,9 +6937,12 @@ def smoke_krea2_tuning_report_policy() -> None:
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oral_laying = by_key.get("pov_blowjob_laying_frontal_oral") or {}
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_expect(oral_laying.get("coverage_state") == "needs_fixed_seed_tests", "Blowjob laying report should need fixed-seed tests")
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_expect(oral_laying.get("accepted_evidence_count") == 0, "Blowjob laying report should not have accepted evidence yet")
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oral_sitting = by_key.get("pov_blowjob_sitting_upright_oral") or {}
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_expect(oral_sitting.get("coverage_state") == "needs_fixed_seed_tests", "Blowjob sitting report should need fixed-seed tests")
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_expect(oral_sitting.get("accepted_evidence_count") == 0, "Blowjob sitting report should not have accepted evidence yet")
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summary = krea2_tuning_report.coverage_summary()
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_expect(summary.get("status_counts", {}).get("proven") == 3, "Krea2 tuning report proven count changed")
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_expect(summary.get("status_counts", {}).get("candidate") == 7, "Krea2 tuning report candidate count changed")
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_expect(summary.get("status_counts", {}).get("candidate") == 8, "Krea2 tuning report candidate count changed")
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_expect(
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summary.get("variants_without_accepted_evidence") == [
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"pov_ballsucking_low_head",
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@@ -6942,6 +6952,7 @@ def smoke_krea2_tuning_report_policy() -> None:
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"pov_blowjob_top_down_vertical_shaft",
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"pov_blowjob_side_profile_oral",
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"pov_blowjob_laying_frontal_oral",
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"pov_blowjob_sitting_upright_oral",
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],
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f"Krea2 tuning report missing-evidence set changed: {summary.get('variants_without_accepted_evidence')}",
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)
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@@ -6956,6 +6967,7 @@ def smoke_krea2_tuning_report_policy() -> None:
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"pov_blowjob_top_down_vertical_shaft",
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"pov_blowjob_side_profile_oral",
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"pov_blowjob_laying_frontal_oral",
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"pov_blowjob_sitting_upright_oral",
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],
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"Krea2 tuning report next plans changed",
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)
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@@ -7027,6 +7039,15 @@ def smoke_krea2_tuning_report_policy() -> None:
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any(str(path).endswith("blowjob_laying/101_blowjob_laying.png") for path in oral_laying_plan.get("reference_paths") or []),
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"Blowjob laying test plan lost atlas reference path",
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)
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oral_sitting_plan = plan_by_key["pov_blowjob_sitting_upright_oral"]
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_expect(
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"woman sits upright between the viewer's open thighs" in " ".join(oral_sitting_plan.get("prompt_cues") or []),
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"Blowjob sitting test plan lost upright sitting cue",
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)
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_expect(
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any(str(path).endswith("blowjob_sitting/100_blowjob_sitting.png") for path in oral_sitting_plan.get("reference_paths") or []),
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"Blowjob sitting test plan lost atlas reference path",
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)
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with tempfile.TemporaryDirectory() as tmpdir:
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atlas_root = Path(tmpdir)
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for folder in ("doggy", "doggy_control", "custom_pose", "custom_pose_control", "bg", "woman", "doggy_bg"):
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@@ -7065,6 +7086,7 @@ def smoke_krea2_tuning_report_policy() -> None:
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_expect("pov_blowjob_top_down_vertical_shaft" in markdown, "Krea2 tuning report markdown lost blowjob top-view candidate variant")
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_expect("pov_blowjob_side_profile_oral" in markdown, "Krea2 tuning report markdown lost blowjob side candidate variant")
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_expect("pov_blowjob_laying_frontal_oral" in markdown, "Krea2 tuning report markdown lost blowjob laying candidate variant")
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_expect("pov_blowjob_sitting_upright_oral" in markdown, "Krea2 tuning report markdown lost blowjob sitting candidate variant")
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_expect("needs_fixed_seed_tests" in markdown, "Krea2 tuning report markdown lost coverage state")
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_expect("Prompt cues" in markdown, "Krea2 tuning report markdown lost next-test cue section")
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_expect("Avoid cues" in markdown, "Krea2 tuning report markdown lost next-test avoid section")
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