Improve same-cast softcore and solo hardcore prompts

caption_naturalizer.py

@@ -485,17 +485,34 @@ def _insta_of_pair_from_row(row: dict[str, Any], detail_level: str, keep_style:
     soft_text, _soft_method = _metadata_to_prose(soft_row, detail_level, keep_style)
     hard_text, _hard_method = _metadata_to_prose(hard_row_for_text, detail_level, keep_style)
     descriptor = _clean_text(row.get("shared_descriptor"))
+    options = row.get("options") if isinstance(row.get("options"), dict) else {}
     cast_descriptors = row.get("shared_cast_descriptors")
     if isinstance(cast_descriptors, list):
         cast_descriptor_text = _human_join([_clean_text(item) for item in cast_descriptors if _clean_text(item)])
     else:
         cast_descriptor_text = _clean_text(cast_descriptors)
 
+    same_soft_cast = options.get("softcore_cast") == "same_as_hardcore"
+
     parts = []
-    if cast_descriptor_text:
+    if cast_descriptor_text and same_soft_cast:
         parts.append(f"The shared cast descriptors are {cast_descriptor_text}")
     elif descriptor:
-        parts.append(f"The shared creator descriptor is {descriptor}")
+        parts.append(f"The softcore primary creator descriptor is {descriptor}")
+    if cast_descriptor_text and not same_soft_cast:
+        parts.append(f"The hardcore cast descriptors are {cast_descriptor_text}")
+    if same_soft_cast:
+        parts.append("The softcore version keeps the same adult cast present together in a non-explicit teaser setup")
+        partner_styling = row.get("softcore_partner_styling")
+        if isinstance(partner_styling, dict):
+            outfits = partner_styling.get("outfits")
+            if isinstance(outfits, list):
+                outfit_text = _human_join([_clean_text(item) for item in outfits if _clean_text(item)])
+                if outfit_text:
+                    parts.append(f"Softcore partner styling: {outfit_text}")
+            pose = _clean_text(partner_styling.get("pose"))
+            if pose:
+                parts.append(f"The shared softcore cast pose is {pose}")
     if soft_text:
         parts.append(f"Softcore version: {soft_text}")
     if hard_text: