Add Krea2 blowjob laying candidate

categories/krea2_pov_pose_variants.json

@@ -329,6 +329,44 @@
         "guide_section": "",
         "notes": "Atlas shows repeated side-profile first-person oral geometry; needs fixed-seed Krea2 tests before promotion to proven."
       }
+    },
+    {
+      "key": "pov_blowjob_laying_frontal_oral",
+      "family": "blowjob_laying",
+      "status": "candidate",
+      "atlas_folders": ["blowjob_laying"],
+      "action_family": "oral",
+      "position_keys": ["reclining_oral", "penis_licking"],
+      "canonical_geometry": "Frontal prone first-person oral view: the viewer reclines with open thighs framing the lower foreground, the woman lies belly-down between the viewer's open thighs, and her front-facing mouth and hands align to a shaft rising from the lower center of the frame.",
+      "prompt_cues": [
+        "POV prone frontal oral position",
+        "viewer reclines with open thighs framing the lower foreground",
+        "woman lies belly-down between the viewer's open thighs",
+        "her chest and shoulders stay low over the viewer's pelvis",
+        "shaft rises from the lower center toward her front-facing mouth",
+        "her hands support or steady the shaft while mouth contact remains the main action"
+      ],
+      "avoid_cues": [
+        "side-profile oral framing",
+        "top-down oral framing from above the viewer",
+        "woman kneeling upright instead of lying forward",
+        "woman standing level with the viewer",
+        "hands replacing the mouth as the main oral contact"
+      ],
+      "reference_images": [
+        "blowjob_laying/101_blowjob_laying.png",
+        "blowjob_laying/103_blowjob_laying.png",
+        "blowjob_laying/60_blowjob_laying.png"
+      ],
+      "generator_hook": {
+        "module": "krea_pov_actions.py",
+        "route_terms": ["blowjob_laying", "prone frontal oral", "oral"]
+      },
+      "evidence": {
+        "fixed_seed_tests": [],
+        "guide_section": "",
+        "notes": "Atlas shows repeated prone, front-facing first-person oral geometry; needs fixed-seed Krea2 tests before promotion to proven."
+      }
     }
   ]
 }

docs/krea2-pov-pose-atlas.md

@@ -142,3 +142,12 @@ 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.

tools/prompt_smoke.py

@@ -6807,6 +6807,7 @@ def smoke_krea2_pose_variant_catalog_policy() -> None:
         oral == [
             "pov_blowjob_top_down_vertical_shaft",
             "pov_blowjob_side_profile_oral",
+            "pov_blowjob_laying_frontal_oral",
         ],
         f"Krea2 pose-variant oral filtering changed unexpectedly: {oral}",
     )
@@ -6848,6 +6849,12 @@ def smoke_krea2_pose_variant_catalog_policy() -> None:
         any("woman leans beside the viewer's pelvis" in str(cue) for cue in oral_side.get("prompt_cues", [])),
         "Blowjob side variant lost side-profile pelvis cue",
     )
+    oral_laying = krea2_pose_variant_catalog.get_variant("pov_blowjob_laying_frontal_oral")
+    _expect(oral_laying.get("status") == "candidate", "Blowjob laying variant should remain a candidate until fixed-seed evidence exists")
+    _expect(
+        any("woman lies belly-down between the viewer's open thighs" in str(cue) for cue in oral_laying.get("prompt_cues", [])),
+        "Blowjob laying variant lost prone frontal cue",
+    )
     refs = krea2_pose_variant_catalog.reference_paths("pov_boobjob_upright_cleavage")
     _expect(refs and all(path.name.endswith(".png") for path in refs), "Boobjob reference paths are not image paths")
     _expect(all("bg" not in str(path).lower() for path in refs), "Reference paths should not include background-only atlas images")
@@ -6920,9 +6927,12 @@ def smoke_krea2_tuning_report_policy() -> None:
     oral_side = by_key.get("pov_blowjob_side_profile_oral") or {}
     _expect(oral_side.get("coverage_state") == "needs_fixed_seed_tests", "Blowjob side report should need fixed-seed tests")
     _expect(oral_side.get("accepted_evidence_count") == 0, "Blowjob side report should not have accepted evidence yet")
+    oral_laying = by_key.get("pov_blowjob_laying_frontal_oral") or {}
+    _expect(oral_laying.get("coverage_state") == "needs_fixed_seed_tests", "Blowjob laying report should need fixed-seed tests")
+    _expect(oral_laying.get("accepted_evidence_count") == 0, "Blowjob laying report should not have accepted evidence yet")
     summary = krea2_tuning_report.coverage_summary()
     _expect(summary.get("status_counts", {}).get("proven") == 3, "Krea2 tuning report proven count changed")
-    _expect(summary.get("status_counts", {}).get("candidate") == 6, "Krea2 tuning report candidate count changed")
+    _expect(summary.get("status_counts", {}).get("candidate") == 7, "Krea2 tuning report candidate count changed")
     _expect(
         summary.get("variants_without_accepted_evidence") == [
             "pov_ballsucking_low_head",
@@ -6931,6 +6941,7 @@ def smoke_krea2_tuning_report_policy() -> None:
             "pov_spread_open_thigh_presentation",
             "pov_blowjob_top_down_vertical_shaft",
             "pov_blowjob_side_profile_oral",
+            "pov_blowjob_laying_frontal_oral",
         ],
         f"Krea2 tuning report missing-evidence set changed: {summary.get('variants_without_accepted_evidence')}",
     )
@@ -6944,6 +6955,7 @@ def smoke_krea2_tuning_report_policy() -> None:
             "pov_spread_open_thigh_presentation",
             "pov_blowjob_top_down_vertical_shaft",
             "pov_blowjob_side_profile_oral",
+            "pov_blowjob_laying_frontal_oral",
         ],
         "Krea2 tuning report next plans changed",
     )
@@ -7006,6 +7018,15 @@ def smoke_krea2_tuning_report_policy() -> None:
         any(str(path).endswith("blowjob_side/103_blowjob_side.png") for path in oral_side_plan.get("reference_paths") or []),
         "Blowjob side test plan lost atlas reference path",
     )
+    oral_laying_plan = plan_by_key["pov_blowjob_laying_frontal_oral"]
+    _expect(
+        "woman lies belly-down between the viewer's open thighs" in " ".join(oral_laying_plan.get("prompt_cues") or []),
+        "Blowjob laying test plan lost prone frontal cue",
+    )
+    _expect(
+        any(str(path).endswith("blowjob_laying/101_blowjob_laying.png") for path in oral_laying_plan.get("reference_paths") or []),
+        "Blowjob laying test plan lost atlas reference path",
+    )
     with tempfile.TemporaryDirectory() as tmpdir:
         atlas_root = Path(tmpdir)
         for folder in ("doggy", "doggy_control", "custom_pose", "custom_pose_control", "bg", "woman", "doggy_bg"):
@@ -7043,6 +7064,7 @@ def smoke_krea2_tuning_report_policy() -> None:
     _expect("pov_spread_open_thigh_presentation" in markdown, "Krea2 tuning report markdown lost spread candidate variant")
     _expect("pov_blowjob_top_down_vertical_shaft" in markdown, "Krea2 tuning report markdown lost blowjob top-view candidate variant")
     _expect("pov_blowjob_side_profile_oral" in markdown, "Krea2 tuning report markdown lost blowjob side candidate variant")
+    _expect("pov_blowjob_laying_frontal_oral" in markdown, "Krea2 tuning report markdown lost blowjob laying candidate variant")
     _expect("needs_fixed_seed_tests" in markdown, "Krea2 tuning report markdown lost coverage state")
     _expect("Prompt cues" in markdown, "Krea2 tuning report markdown lost next-test cue section")
     _expect("Avoid cues" in markdown, "Krea2 tuning report markdown lost next-test avoid section")