Harden formatter prompt hygiene simulation

formatter_input.py

@@ -16,6 +16,10 @@ DEFAULT_PROMPT_FIELD_LABELS = (
     "Cast",
     "Cast descriptors",
     "Characters",
+    "Softcore setup",
+    "Hardcore setup",
+    "POV participant",
+    "Body exposure",
     "Scene",
     "Setting",
     "Pose",
@@ -24,7 +28,13 @@ DEFAULT_PROMPT_FIELD_LABELS = (
     "Facial expression",
     "Facial expressions",
     "Clothing",
+    "Clothing state",
+    "Visual clothing state",
+    "Outfit",
     "Erotic outfit",
+    "Teaser outfit detail",
+    "Softcore visual reference",
+    "Visible remaining styling",
     "Prop/detail",
     "Composition",
     "Role graph",

tools/prompt_route_simulation.py

@@ -29,6 +29,7 @@ import sdxl_tag_policy  # noqa: E402
 
 TRIGGER = "sxcppnl7"
 SDXL_TRIGGER = "mythp0rt"
+OLD_TRIGGER = "sxcpinup_coloredpencil"
 
 SOFTCORE_NOISE_TERMS = (
     "the image focuses",
@@ -41,10 +42,29 @@ SOFTCORE_NOISE_TERMS = (
 )
 
 FORMATTER_LABEL_LEAKS = (
+    "body exposure:",
+    "camera control:",
+    "characters:",
+    "clothing:",
+    "clothing state:",
+    "composition:",
+    "facial expression:",
+    "facial expressions:",
+    "hardcore setup:",
+    "outfit:",
+    "pose:",
+    "pov participant:",
     "role graph:",
+    "setting:",
+    "sexual pose:",
     "sexual scene:",
+    "softcore setup:",
+    "softcore visual reference:",
     "cast descriptors:",
     "shared cast descriptors:",
+    "teaser outfit detail:",
+    "visual clothing state:",
+    "visible remaining styling:",
 )
 
 HARDCORE_NOISE_TERMS = (
@@ -367,6 +387,36 @@ def _contains_all(text: str, required: tuple[str, ...]) -> bool:
     return all(term.lower() in lower for term in required)
 
 
+def _trigger_count(text: str, trigger: str) -> int:
+    return len(re.findall(rf"(?<![a-z0-9_]){re.escape(trigger)}(?![a-z0-9_])", text, flags=re.IGNORECASE))
+
+
+def _formatter_trigger_issues(name: str, prompts: dict[str, str]) -> list[str]:
+    issues: list[str] = []
+    krea_prompt = prompts["krea"]
+    sdxl_prompt = prompts["sdxl"]
+    caption_text = prompts["caption"]
+
+    for trigger in (TRIGGER, SDXL_TRIGGER, OLD_TRIGGER):
+        if _trigger_count(krea_prompt, trigger):
+            issues.append(f"{name}.krea_prompt: unexpected_trigger:{trigger}")
+
+    sdxl_count = _trigger_count(sdxl_prompt, SDXL_TRIGGER)
+    if sdxl_count != 1:
+        issues.append(f"{name}.sdxl_prompt: trigger_count:{SDXL_TRIGGER}:{sdxl_count}")
+    for trigger in (TRIGGER, OLD_TRIGGER):
+        if _trigger_count(sdxl_prompt, trigger):
+            issues.append(f"{name}.sdxl_prompt: unexpected_trigger:{trigger}")
+
+    caption_count = _trigger_count(caption_text, TRIGGER)
+    if caption_count != 1:
+        issues.append(f"{name}.caption: trigger_count:{TRIGGER}:{caption_count}")
+    for trigger in (SDXL_TRIGGER, OLD_TRIGGER):
+        if _trigger_count(caption_text, trigger):
+            issues.append(f"{name}.caption: unexpected_trigger:{trigger}")
+    return issues
+
+
 def _formatter_expectation_issues(
     name: str,
     formats: dict[str, Any],
@@ -463,12 +513,18 @@ def _formatter_issues(
     krea_prompt = str(krea.get("krea_prompt") or "")
     sdxl_prompt = str(sdxl.get("sdxl_prompt") or "")
     caption_text = str(caption.get("natural_caption") or "")
+    prompts = {
+        "krea": krea_prompt,
+        "sdxl": sdxl_prompt,
+        "caption": caption_text,
+    }
     for label, value in (
         (f"{name}.krea_prompt", krea_prompt),
         (f"{name}.sdxl_prompt", sdxl_prompt),
         (f"{name}.caption", caption_text),
     ):
         issues.extend(_text_issues(label, value, min_len=20))
+    issues.extend(_formatter_trigger_issues(name, prompts))
 
     for formatter_name, method in (
         ("krea", krea.get("method")),
@@ -487,10 +543,12 @@ def _formatter_issues(
         if duplicates:
             issues.append(f"{label}: duplicate_comma_items:{duplicates[:5]}")
 
-    lower_krea = krea_prompt.lower()
+    for formatter_name, prompt in prompts.items():
+        lower_prompt = prompt.lower()
         for leak in FORMATTER_LABEL_LEAKS:
-        if leak in lower_krea:
+            if leak in lower_prompt:
-            issues.append(f"{name}.krea_prompt: leaked_label:{leak}")
+                issues.append(f"{name}.{formatter_name}: leaked_label:{leak}")
+    lower_krea = krea_prompt.lower()
     for noise in HARDCORE_NOISE_TERMS:
         if noise in lower_krea:
             issues.append(f"{name}.krea_prompt: hardcore_noise:{noise}")