Add Krea2 ready aftermath candidate

categories/krea2_pov_pose_variants.json

@@ -255,6 +255,44 @@
         "notes": "The wand folder repeats a foreground-hand toy-contact layout with open thighs and the visible partner behind the tool; needs fixed-seed Krea2 tests before promotion to proven."
       }
     },
+    {
+      "key": "pov_ejaculation_aftermath_open_thigh_candidate",
+      "family": "ready",
+      "status": "candidate",
+      "atlas_folders": ["ready"],
+      "action_family": "climax",
+      "position_keys": ["open_thighs", "camera_showing"],
+      "canonical_geometry": "First-person aftermath view: the woman reclines or sits back facing the viewer with thighs spread open, face and torso readable behind the open-leg frame, viewer body cue or recently withdrawn foreground cue near the lower edge, and visible aftermath fluid remaining at the central contact area.",
+      "prompt_cues": [
+        "POV ejaculation aftermath open-thigh position",
+        "woman reclines or sits back facing the viewer with thighs spread open",
+        "visible aftermath fluid remains at the central contact area between her open thighs",
+        "viewer body cue or recently withdrawn foreground cue stays near the lower edge",
+        "her face and torso remain visible behind the open-leg frame",
+        "thighs and knees frame the aftermath detail without hiding it"
+      ],
+      "avoid_cues": [
+        "active thrusting or penetration-in-progress wording",
+        "turning the setup into oral, toy, or manual contact",
+        "generic wetness without visible aftermath fluid at the central area",
+        "closed thighs hiding the aftermath detail",
+        "cropping out the face and torso behind the open-leg frame"
+      ],
+      "reference_images": [
+        "ready/105_ready_.png",
+        "ready/106_ready_.png",
+        "ready/107_ready_.png"
+      ],
+      "generator_hook": {
+        "module": "krea_pov_actions.py",
+        "route_terms": ["ejaculation aftermath", "visible aftermath fluid", "open thighs"]
+      },
+      "evidence": {
+        "fixed_seed_tests": [],
+        "guide_section": "",
+        "notes": "The ready folder is post-contact open-thigh aftermath, not a neutral ready/setup pose; needs fixed-seed Krea2 tests before promotion to proven."
+      }
+    },
     {
       "key": "pov_spread_open_thigh_presentation",
       "family": "spread",

docs/krea2-pov-pose-atlas.md

@@ -28,10 +28,9 @@ 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: treat it as an
+The `ready` folder name is misleading for prompt planning: it is mapped as
-aftermath/open-thigh family with visible fluid at the central contact area, not
+`pov_ejaculation_aftermath_open_thigh_candidate`, an aftermath/open-thigh family
-as a neutral setup pose. The report therefore suggests an aftermath candidate
+with visible fluid at the central contact area, not as a neutral setup pose.
-key for that folder until a proper catalog variant is added.
 
 ## Inventory
 
@@ -133,6 +132,17 @@ foreground with the rounded head pressed to the central contact point. Treat
 evidence. Keep the visible hand/handle in the wording; otherwise Krea2 may float
 the toy or transfer ownership to the visible partner.
 
+### Ready / Open-Thigh Aftermath
+
+The ready folder is not a neutral setup family. It repeats a first-person
+aftermath view: 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 visible aftermath
+fluid at the central contact area. 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-contact visibility, not penetration-in-progress.
+
 ### Spread / Open-Thigh Presentation
 
 The spread folder is a setup/presentation family rather than a required contact

tools/prompt_smoke.py

@@ -6815,6 +6815,11 @@ def smoke_krea2_pose_variant_catalog_policy() -> None:
         toy == ["pov_wand_foreground_tool_contact"],
         f"Krea2 pose-variant toy filtering changed unexpectedly: {toy}",
     )
+    climax = krea2_pose_variant_catalog.variant_keys(action_family="climax")
+    _expect(
+        climax == ["pov_ejaculation_aftermath_open_thigh_candidate"],
+        f"Krea2 pose-variant climax filtering changed unexpectedly: {climax}",
+    )
     interaction = krea2_pose_variant_catalog.variant_keys(action_family="interaction")
     _expect(
         interaction == ["pov_spread_open_thigh_presentation"],
@@ -6856,6 +6861,12 @@ def smoke_krea2_pose_variant_catalog_policy() -> None:
         any("viewer hand holds a wand-style toy from the foreground" in str(cue) for cue in wand.get("prompt_cues", [])),
         "Wand variant lost foreground tool-hold cue",
     )
+    ready = krea2_pose_variant_catalog.get_variant("pov_ejaculation_aftermath_open_thigh_candidate")
+    _expect(ready.get("status") == "candidate", "Ready aftermath variant should remain a candidate until fixed-seed evidence exists")
+    _expect(
+        any("visible aftermath fluid remains at the central contact area" in str(cue) for cue in ready.get("prompt_cues", [])),
+        "Ready aftermath variant lost central fluid cue",
+    )
     spread = krea2_pose_variant_catalog.get_variant("pov_spread_open_thigh_presentation")
     _expect(spread.get("status") == "candidate", "Spread variant should remain a candidate until fixed-seed evidence exists")
     _expect(
@@ -6988,6 +6999,9 @@ def smoke_krea2_tuning_report_policy() -> None:
     wand = by_key.get("pov_wand_foreground_tool_contact") or {}
     _expect(wand.get("coverage_state") == "needs_fixed_seed_tests", "Wand report should need fixed-seed tests")
     _expect(wand.get("accepted_evidence_count") == 0, "Wand report should not have accepted evidence yet")
+    ready = by_key.get("pov_ejaculation_aftermath_open_thigh_candidate") or {}
+    _expect(ready.get("coverage_state") == "needs_fixed_seed_tests", "Ready aftermath report should need fixed-seed tests")
+    _expect(ready.get("accepted_evidence_count") == 0, "Ready aftermath report should not have accepted evidence yet")
     spread = by_key.get("pov_spread_open_thigh_presentation") or {}
     _expect(spread.get("coverage_state") == "needs_fixed_seed_tests", "Spread report should need fixed-seed tests")
     _expect(spread.get("accepted_evidence_count") == 0, "Spread report should not have accepted evidence yet")
@@ -7023,13 +7037,14 @@ def smoke_krea2_tuning_report_policy() -> None:
     _expect(reverse_cowgirl_alt.get("accepted_evidence_count") == 0, "Reverse cowgirl alt 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") == 15, "Krea2 tuning report candidate count changed")
+    _expect(summary.get("status_counts", {}).get("candidate") == 16, "Krea2 tuning report candidate count changed")
     _expect(
         summary.get("variants_without_accepted_evidence") == [
             "pov_ballsucking_low_head",
             "pov_footjob_frontal_sole_stroke",
             "pov_fingering_reclined_open_thighs",
             "pov_wand_foreground_tool_contact",
+            "pov_ejaculation_aftermath_open_thigh_candidate",
             "pov_spread_open_thigh_presentation",
             "pov_blowjob_top_down_vertical_shaft",
             "pov_blowjob_side_profile_oral",
@@ -7052,6 +7067,7 @@ def smoke_krea2_tuning_report_policy() -> None:
             "pov_footjob_frontal_sole_stroke",
             "pov_fingering_reclined_open_thighs",
             "pov_wand_foreground_tool_contact",
+            "pov_ejaculation_aftermath_open_thigh_candidate",
             "pov_spread_open_thigh_presentation",
             "pov_blowjob_top_down_vertical_shaft",
             "pov_blowjob_side_profile_oral",
@@ -7107,6 +7123,15 @@ def smoke_krea2_tuning_report_policy() -> None:
         any(str(path).endswith("wand/106_wand_.png") for path in wand_plan.get("reference_paths") or []),
         "Wand test plan lost atlas reference path",
     )
+    ready_plan = plan_by_key["pov_ejaculation_aftermath_open_thigh_candidate"]
+    _expect(
+        "visible aftermath fluid remains at the central contact area" in " ".join(ready_plan.get("prompt_cues") or []),
+        "Ready aftermath test plan lost central fluid cue",
+    )
+    _expect(
+        any(str(path).endswith("ready/105_ready_.png") for path in ready_plan.get("reference_paths") or []),
+        "Ready aftermath test plan lost atlas reference path",
+    )
     spread_plan = plan_by_key["pov_spread_open_thigh_presentation"]
     _expect(
         "legs raised or knees held wide" in " ".join(spread_plan.get("prompt_cues") or []),
@@ -7220,37 +7245,36 @@ def smoke_krea2_tuning_report_policy() -> None:
         atlas_by_folder = {row.get("folder"): row for row in atlas_rows}
         _expect(atlas_by_folder.get("doggy", {}).get("mapped") is True, "Atlas report should mark catalog folders as mapped")
         _expect(atlas_by_folder.get("custom_pose", {}).get("mapped") is False, "Atlas report should expose unmapped pose folders")
-        _expect(atlas_by_folder.get("ready", {}).get("mapped") is False, "Atlas report should expose unmapped ready folder")
+        _expect(atlas_by_folder.get("ready", {}).get("mapped") is True, "Atlas report should mark ready as mapped once cataloged")
         _expect("doggy_control" not in atlas_by_folder, "Atlas report should exclude control folders")
         _expect("doggy_bg" not in atlas_by_folder, "Atlas report should exclude background folders")
         _expect("bg" not in atlas_by_folder, "Atlas report should exclude shared bg folder")
         _expect("woman" not in atlas_by_folder, "Atlas report should exclude non-pose woman folder")
         atlas_summary = krea2_tuning_report.atlas_coverage_summary(atlas_root=atlas_root)
         _expect(atlas_summary.get("pose_folder_count") == 3, "Atlas report should count only pose folders")
-        _expect(atlas_summary.get("mapped_folder_count") == 1, "Atlas report should count mapped pose folders")
+        _expect(atlas_summary.get("mapped_folder_count") == 2, "Atlas report should count mapped pose folders")
-        _expect(atlas_summary.get("unmapped_folders") == ["custom_pose", "ready"], "Atlas report should identify unmapped pose folders")
+        _expect(atlas_summary.get("unmapped_folders") == ["custom_pose"], "Atlas report should identify unmapped pose folders")
         gap_plans = krea2_tuning_report.atlas_gap_plans(atlas_root=atlas_root, sample_limit=2)
-        _expect([plan.get("folder") for plan in gap_plans] == ["custom_pose", "ready"], "Atlas gap plans should follow unmapped folders")
+        _expect([plan.get("folder") for plan in gap_plans] == ["custom_pose"], "Atlas gap plans should follow unmapped folders")
         gap_by_folder = {plan.get("folder"): plan for plan in gap_plans}
         custom_gap = gap_by_folder["custom_pose"]
         _expect(custom_gap.get("suggested_variant_key") == "pov_custom_pose_candidate", "Atlas gap plan should suggest stable variant key")
         _expect(len(custom_gap.get("sample_images") or []) == 2, "Atlas gap plan should include deterministic sample images")
         _expect(len(custom_gap.get("control_images") or []) == 2, "Atlas gap plan should include deterministic control images")
-        ready_gap = gap_by_folder["ready"]
         _expect(
-            ready_gap.get("suggested_variant_key") == "pov_ejaculation_aftermath_open_thigh_candidate",
+            krea2_tuning_report._suggested_variant_key("ready") == "pov_ejaculation_aftermath_open_thigh_candidate",
             "Atlas gap plan should not treat ready as a neutral setup pose",
         )
         atlas_markdown = krea2_tuning_report.markdown_report(atlas_root=atlas_root)
         _expect("Atlas Folder Coverage" in atlas_markdown, "Krea2 tuning report markdown lost atlas coverage section")
         _expect("custom_pose" in atlas_markdown, "Krea2 tuning report markdown lost unmapped atlas folder")
         _expect("pov_custom_pose_candidate" in atlas_markdown, "Krea2 tuning report markdown lost suggested gap key")
-        _expect("pov_ejaculation_aftermath_open_thigh_candidate" in atlas_markdown, "Krea2 tuning report markdown lost ready aftermath suggested key")
     markdown = krea2_tuning_report.markdown_report()
     _expect("pov_ballsucking_low_head" in markdown, "Krea2 tuning report markdown lost candidate variant")
     _expect("pov_footjob_frontal_sole_stroke" in markdown, "Krea2 tuning report markdown lost footjob candidate variant")
     _expect("pov_fingering_reclined_open_thighs" in markdown, "Krea2 tuning report markdown lost fingering candidate variant")
     _expect("pov_wand_foreground_tool_contact" in markdown, "Krea2 tuning report markdown lost wand candidate variant")
+    _expect("pov_ejaculation_aftermath_open_thigh_candidate" in markdown, "Krea2 tuning report markdown lost ready aftermath candidate variant")
     _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")