Add Krea2 blowjob sitting candidate

categories/krea2_pov_pose_variants.json

@@ -367,6 +367,44 @@
         "guide_section": "",
         "notes": "Atlas shows repeated prone, front-facing first-person oral geometry; needs fixed-seed Krea2 tests before promotion to proven."
       }
+    },
+    {
+      "key": "pov_blowjob_sitting_upright_oral",
+      "family": "blowjob_sitting",
+      "status": "candidate",
+      "atlas_folders": ["blowjob_sitting"],
+      "action_family": "oral",
+      "position_keys": ["reclining_oral", "penis_licking"],
+      "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.",
+      "prompt_cues": [
+        "POV upright sitting oral position",
+        "viewer reclines with open thighs framing the lower foreground",
+        "woman sits upright between the viewer's open thighs",
+        "her shoulders and face stay vertical and close to the camera",
+        "vertical shaft centered between the viewer's legs",
+        "her mouth aligns to the centered shaft with hands low near the base"
+      ],
+      "avoid_cues": [
+        "prone belly-down oral framing",
+        "side-profile oral framing",
+        "top-down oral framing from above the viewer",
+        "woman standing level with the viewer",
+        "cropping away the viewer's open-thigh frame"
+      ],
+      "reference_images": [
+        "blowjob_sitting/100_blowjob_sitting.png",
+        "blowjob_sitting/24_blowjob_sitting.png",
+        "blowjob_sitting/58_blowjob_sitting.png"
+      ],
+      "generator_hook": {
+        "module": "krea_pov_actions.py",
+        "route_terms": ["blowjob_sitting", "upright sitting oral", "oral"]
+      },
+      "evidence": {
+        "fixed_seed_tests": [],
+        "guide_section": "",
+        "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."
+      }
     }
   ]
 }

docs/krea2-pov-pose-atlas.md

@@ -151,3 +151,12 @@ 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.

tools/prompt_smoke.py

@@ -6808,6 +6808,7 @@ def smoke_krea2_pose_variant_catalog_policy() -> None:
             "pov_blowjob_top_down_vertical_shaft",
             "pov_blowjob_side_profile_oral",
             "pov_blowjob_laying_frontal_oral",
+            "pov_blowjob_sitting_upright_oral",
         ],
         f"Krea2 pose-variant oral filtering changed unexpectedly: {oral}",
     )
@@ -6855,6 +6856,12 @@ def smoke_krea2_pose_variant_catalog_policy() -> None:
         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",
     )
+    oral_sitting = krea2_pose_variant_catalog.get_variant("pov_blowjob_sitting_upright_oral")
+    _expect(oral_sitting.get("status") == "candidate", "Blowjob sitting variant should remain a candidate until fixed-seed evidence exists")
+    _expect(
+        any("woman sits upright between the viewer's open thighs" in str(cue) for cue in oral_sitting.get("prompt_cues", [])),
+        "Blowjob sitting variant lost upright sitting 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")
@@ -6930,9 +6937,12 @@ def smoke_krea2_tuning_report_policy() -> None:
     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")
+    oral_sitting = by_key.get("pov_blowjob_sitting_upright_oral") or {}
+    _expect(oral_sitting.get("coverage_state") == "needs_fixed_seed_tests", "Blowjob sitting report should need fixed-seed tests")
+    _expect(oral_sitting.get("accepted_evidence_count") == 0, "Blowjob sitting 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") == 7, "Krea2 tuning report candidate count changed")
+    _expect(summary.get("status_counts", {}).get("candidate") == 8, "Krea2 tuning report candidate count changed")
     _expect(
         summary.get("variants_without_accepted_evidence") == [
             "pov_ballsucking_low_head",
@@ -6942,6 +6952,7 @@ def smoke_krea2_tuning_report_policy() -> None:
             "pov_blowjob_top_down_vertical_shaft",
             "pov_blowjob_side_profile_oral",
             "pov_blowjob_laying_frontal_oral",
+            "pov_blowjob_sitting_upright_oral",
         ],
         f"Krea2 tuning report missing-evidence set changed: {summary.get('variants_without_accepted_evidence')}",
     )
@@ -6956,6 +6967,7 @@ def smoke_krea2_tuning_report_policy() -> None:
             "pov_blowjob_top_down_vertical_shaft",
             "pov_blowjob_side_profile_oral",
             "pov_blowjob_laying_frontal_oral",
+            "pov_blowjob_sitting_upright_oral",
         ],
         "Krea2 tuning report next plans changed",
     )
@@ -7027,6 +7039,15 @@ def smoke_krea2_tuning_report_policy() -> None:
         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",
     )
+    oral_sitting_plan = plan_by_key["pov_blowjob_sitting_upright_oral"]
+    _expect(
+        "woman sits upright between the viewer's open thighs" in " ".join(oral_sitting_plan.get("prompt_cues") or []),
+        "Blowjob sitting test plan lost upright sitting cue",
+    )
+    _expect(
+        any(str(path).endswith("blowjob_sitting/100_blowjob_sitting.png") for path in oral_sitting_plan.get("reference_paths") or []),
+        "Blowjob sitting 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"):
@@ -7065,6 +7086,7 @@ def smoke_krea2_tuning_report_policy() -> None:
     _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("pov_blowjob_sitting_upright_oral" in markdown, "Krea2 tuning report markdown lost blowjob sitting 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")