Normalize formatter metadata inputs

formatter_input.py

@@ -4,6 +4,11 @@ import json
 import re
 from typing import Any
 
+try:
+    from . import row_normalization as row_normalization_policy
+except ImportError:  # Allows local smoke tests with `python tools/prompt_smoke.py`.
+    import row_normalization as row_normalization_policy
+
 
 DEFAULT_PROMPT_FIELD_LABELS = (
     "Ages",
@@ -73,6 +78,14 @@ def maybe_json(text: Any) -> dict[str, Any] | None:
     return value if isinstance(value, dict) else None
 
 
+def normalize_input_metadata(row: dict[str, Any]) -> dict[str, Any]:
+    row = dict(row)
+    trigger = str(row.get("trigger") or "").strip()
+    if row.get("mode") == "Insta/OF":
+        return row_normalization_policy.normalize_pair_metadata(row, active_trigger=trigger)
+    return row_normalization_policy.sanitize_metadata_row_text(row, active_trigger=trigger)
+
+
 def normalize_input_hint(value: Any, *, text_hint: str = INPUT_HINT_PROMPT) -> str:
     hint = clean_text(value).lower().replace("-", "_")
     hint = _INPUT_HINT_ALIASES.get(hint, hint)
@@ -101,7 +114,7 @@ def row_from_inputs(
         for text, method in ((metadata_json, "metadata_json"), (source_text, "source_json")):
             row = maybe_json(text)
             if row is not None:
-                return row, method
+                return normalize_input_metadata(row), method
     return None, "text"