Avoid clothing cues for nude mode

krea_formatter.py

@@ -375,6 +375,15 @@ def _natural_clothing_state(text: Any) -> str:
     if not text:
         return ""
     text = re.sub(r"^Clothing state:\s*", "", text, flags=re.IGNORECASE)
+    body_exposure = re.match(r"^Body exposure:\s*(.*?)\.?$", text, flags=re.IGNORECASE)
+    if body_exposure:
+        return _clean(body_exposure.group(1)).rstrip(".")
+    if re.search(r"\bfully nude\b|\bbody is fully exposed\b|\bno clothing covering\b", text, flags=re.IGNORECASE):
+        owner = "the woman"
+        owner_match = re.match(r"^\s*((?:Woman|Man) [A-Z])\b", text)
+        if owner_match:
+            owner = _natural_label_text(owner_match.group(1), ["Woman A", "Man A"]) or owner
+        return f"{owner.capitalize()}'s body is fully exposed, bare skin unobstructed"
     match = re.match(
         r"^(.*?)\b(?:softcore|teaser) outfit is (.*?)(?: for the (?:hardcore|sex) scene)?;\s*(?:softcore visual reference|teaser outfit detail):\s*(.*?)\.?$",
         text,
@@ -384,10 +393,10 @@ def _natural_clothing_state(text: Any) -> str:
         owner = _natural_label_text(match.group(1).strip(" 's"), ["Woman A", "Man A"]).strip() or "the woman"
         state = _clean(match.group(2)).lower()
         outfit = _clean(match.group(3)).rstrip(".")
-        if "fully nude" in state:
-            return f"{owner.capitalize()} is fully nude, with the removed {outfit} visible nearby"
+        if "fully nude" in state or "fully exposed" in state or "no clothing covering" in state:
+            return f"{owner.capitalize()}'s body is fully exposed, bare skin unobstructed"
         if "nude-adjacent" in state:
-            return f"{owner.capitalize()} is partly nude, with the {outfit} slipping off and no abstract clothing-reference wording"
+            return f"{owner.capitalize()}'s body is partly exposed"
         if "partially removed" in state or "pushed aside" in state:
             return f"{owner.capitalize()}'s {outfit} is pushed aside and partly removed, exposing the sexual contact clearly"
         if "keeps" in state:
@@ -1589,6 +1598,11 @@ def _insta_pair_to_krea(row: dict[str, Any], detail_level: str, style_mode: str)
             hard_expression_source,
             hard_labels,
         )
+    soft_item = _clean(soft.get("item"))
+    soft_item_label = _clean(soft.get("softcore_item_prompt_label"))
+    soft_item_phrase = ""
+    if soft_item:
+        soft_item_phrase = f"body exposure: {soft_item}" if soft_item_label == "Body exposure" else f"wearing {soft_item}"
 
     soft_parts = [
         soft_cast_prose,
@@ -1596,7 +1610,7 @@ def _insta_pair_to_krea(row: dict[str, Any], detail_level: str, style_mode: str)
         partner_outfit_text,
         partner_pose,
         _pov_camera_phrase(pov_labels, softcore=True) if same_soft_cast else "",
-        f"wearing {soft.get('item')}" if soft.get("item") else "",
+        soft_item_phrase,
         f"{soft.get('pose')}" if soft.get("pose") else "",
         _expression_phrase(soft_expression),
         f"in {soft.get('scene_text')}" if soft.get("scene_text") else "",