Naturalize composition frame wording

tools/prompt_route_simulation.py

@@ -533,6 +533,8 @@ def _caption_expression_grammar_issues(name: str, caption_text: str) -> list[str
         flags=re.IGNORECASE,
     ):
         return [f"{name}.caption: character_expression_has_grammar"]
+    if re.search(r"\bwith expression details showing\b", caption_text, flags=re.IGNORECASE):
+        return [f"{name}.caption: expression_detail_connector"]
     return []
 
 
@@ -546,6 +548,18 @@ def _krea_grammar_issues(name: str, krea_prompt: str) -> list[str]:
     return []
 
 
+def _composition_label_issues(name: str, prompts: dict[str, str]) -> list[str]:
+    issues: list[str] = []
+    pattern = re.compile(
+        r"\b(?:framed as|image is framed as|composition is)\s+[^.;]{0,180}\s+composition\b",
+        flags=re.IGNORECASE,
+    )
+    for formatter_name in ("krea", "caption"):
+        if pattern.search(prompts.get(formatter_name, "")):
+            issues.append(f"{name}.{formatter_name}: framed_composition_label")
+    return issues
+
+
 def _trace_dict(formatter_name: str, payload: dict[str, Any]) -> tuple[dict[str, Any], str]:
     trace_text = str(payload.get("route_trace_json") or "")
     if not trace_text:
@@ -681,6 +695,7 @@ def _formatter_issues(
     issues.extend(_caption_cast_descriptor_issues(name, row, caption_text))
     issues.extend(_caption_expression_grammar_issues(name, caption_text))
     issues.extend(_krea_grammar_issues(name, krea_prompt))
+    issues.extend(_composition_label_issues(name, prompts))
 
     for label, value in (
         (f"{name}.krea_negative", krea.get("negative_prompt")),

tools/prompt_smoke.py

@@ -4029,6 +4029,10 @@ def smoke_caption_policy() -> None:
         caption_policy.normalize_composition("vertical centered body frame") == "centered body frame",
         "Caption composition normalization changed",
     )
+    _expect(
+        caption_policy.normalize_composition("vertical centered body frame composition") == "centered body frame",
+        "Caption composition should drop trailing composition label",
+    )
     _expect(
         caption_policy.clean_clothing("silk dress, fashion editorial styling") == "silk dress",
         "Caption clothing cleanup changed",
@@ -6505,7 +6509,11 @@ def smoke_krea_pov_penetration_route() -> None:
     _expect("woman" in lower and "thigh" in lower, "POV penetration lost body-position anchors")
     _expect("camera:" not in prompt, "POV penetration emitted normal third-person camera directive")
     _expect("role graph:" not in lower and "sexual scene:" not in lower, "POV penetration leaked raw prompt labels")
-    _expect("composition. explicit" in lower, "POV penetration composition sentence should keep punctuation before style suffix")
+    style_index = lower.find("explicit consensual")
+    _expect(
+        style_index > 0 and lower[:style_index].rstrip().endswith("."),
+        "POV penetration composition sentence should keep punctuation before style suffix",
+    )
 
 
 def smoke_pov_outercourse_position_routes() -> None: