Clarify partially removed clothing for penetration

prompt_builder.py

@@ -6342,7 +6342,98 @@ def _insta_of_softcore_pose(rng: random.Random, level: str) -> str:
     return g.choose(rng, pool)
 
 
-def _insta_of_hardcore_clothing_state(mode: str, softcore_outfit: str) -> str:
+PENETRATION_LOWER_ACCESS_TERMS = (
+    "penetrat",
+    "thrust",
+    "vaginal",
+    "anal",
+    "rear-entry",
+    "rear entry",
+    "front-and-back",
+    "front and back",
+    "double",
+    "doggy",
+    "missionary",
+    "cowgirl",
+    "straddles",
+    "hips aligned",
+    "penis into",
+    "penis inside",
+    "penis entering",
+    "toy aligned",
+    "second penetration point",
+)
+
+LOWER_BODY_CLOTHING_TERMS = (
+    "panty",
+    "panties",
+    "brief",
+    "briefs",
+    "thong",
+    "bottom",
+    "bottoms",
+    "bodysuit",
+    "teddy",
+    "dress",
+    "skirt",
+    "shorts",
+    "jeans",
+    "trousers",
+    "pants",
+    "bikini",
+    "towel",
+    "sheet",
+    "blanket",
+)
+
+
+def _hardcore_row_needs_lower_access(row: dict[str, Any]) -> bool:
+    axis_values = row.get("item_axis_values")
+    axis_text = " ".join(str(value) for value in axis_values.values()) if isinstance(axis_values, dict) else ""
+    text = " ".join(
+        str(part or "")
+        for part in (
+            row.get("source_role_graph"),
+            row.get("role_graph"),
+            row.get("item"),
+            row.get("source_composition"),
+            row.get("composition"),
+            axis_text,
+        )
+    ).lower()
+    return any(term in text for term in PENETRATION_LOWER_ACCESS_TERMS)
+
+
+def _outfit_without_lower_body_blockers(outfit: str) -> str:
+    text = str(outfit or "").strip()
+    if not text:
+        return ""
+    text = re.sub(r"\blingerie set\b", "lingerie top details", text, flags=re.IGNORECASE)
+    text = re.sub(r"\bbrief set\b", "bra set", text, flags=re.IGNORECASE)
+    text = re.sub(r"\bbodysuit with\b", "upper bodysuit detail with", text, flags=re.IGNORECASE)
+    fragments = re.split(r"\s*,\s*|\s+\band\b\s+|\s+\bwith\b\s+|\s+\bunder\b\s+|\s+\bover\b\s+", text)
+    kept = []
+    for fragment in fragments:
+        fragment = fragment.strip(" ,.;")
+        if not fragment:
+            continue
+        lower = fragment.lower()
+        if any(term in lower for term in LOWER_BODY_CLOTHING_TERMS):
+            continue
+        kept.append(fragment)
+    if not kept:
+        return ""
+    deduped = []
+    seen = set()
+    for fragment in kept:
+        key = re.sub(r"\W+", " ", fragment.lower()).strip()
+        if key and key not in seen:
+            deduped.append(fragment)
+            seen.add(key)
+    return ", ".join(deduped)
+
+
+def _insta_of_hardcore_clothing_state(mode: str, softcore_outfit: str, needs_lower_access: bool = False) -> str:
     mode = mode if mode in INSTA_OF_HARDCORE_CLOTHING_CONTINUITY else "none"
     outfit = str(softcore_outfit or "").strip()
     if mode == "none" or not outfit:
@@ -6352,6 +6443,14 @@ def _insta_of_hardcore_clothing_state(mode: str, softcore_outfit: str) -> str:
         return f"Body exposure: {base}."
     if mode == "implied_nude":
         return f"Body exposure: {base}."
+    if mode == "partially_removed" and needs_lower_access:
+        detail = _outfit_without_lower_body_blockers(outfit)
+        base = (
+            "Woman A's lower body is clear for penetration; any lower garment is pulled aside or removed below the hips"
+        )
+        if detail:
+            return f"Clothing state: {base}; visible remaining styling: {detail}."
+        return f"Clothing state: {base}."
     return f"Clothing state: {base}; teaser outfit detail: {outfit}."
 
 
@@ -6637,6 +6736,7 @@ def build_insta_of_pair(
     fallback_hard_clothing_state = "" if has_primary_hardcore_clothing else _insta_of_hardcore_clothing_state(
         options["hardcore_clothing_continuity"],
         soft_row["item"],
+        needs_lower_access=_hardcore_row_needs_lower_access(hard_row),
     )
     hard_clothing_parts = [part for part in (fallback_hard_clothing_state, *character_hardcore_clothing_entries) if part]
     hard_clothing_state = " ".join(hard_clothing_parts)

sdxl_formatter.py

@@ -145,7 +145,7 @@ def _split_tag_text(text: Any) -> list[str]:
     text = re.sub(r"\bWoman [A-Z]\b", "woman", text)
     text = re.sub(r"\bMan [A-Z]\b", "man", text)
     text = re.sub(
-        r"\b(?:Clothing state|Visual clothing state|teaser outfit detail|softcore visual reference|Sexual scene|Role graph):\s*",
+        r"\b(?:Clothing state|Visual clothing state|visible remaining styling|teaser outfit detail|softcore visual reference|Sexual scene|Role graph):\s*",
         "",
         text,
         flags=re.IGNORECASE,