Tighten coworking camera layout wording

prompt_builder.py

@@ -3517,82 +3517,102 @@ def _coworking_location_profile(scene_text: Any) -> dict[str, str]:
     text = str(scene_text or "").lower()
     if "business cafe" in text or "work cafe" in text or "cafe" in text:
         return {
+            "layout_label": "Business cafe camera layout",
             "place": "business cafe coworking counter",
-            "foreground": "counter edge, small plant, laptop corner, and polished phone-check surface",
+            "foreground": "counter edge, laptop corner, and small plant",
-            "midground": "bar stools, warm desk lamps, coffee counter, and laptop users' empty work spots",
+            "midground": "bar stools, warm desk lamps, and coffee-counter work spots",
             "background": "plants, mirror strip, menu wall, and repeated cafe work tables",
         }
     if "corporate office" in text or "office after hours" in text or "copier" in text:
         return {
+            "layout_label": "Office camera layout",
             "place": "empty after-hours office",
-            "foreground": "copier alcove edge, office chair backs, and the nearest desk corner",
+            "foreground": "copier alcove edge, chair backs, and nearest desk corner",
-            "midground": "repeating desks, glass partition seams, blinds, and muted monitor glow",
+            "midground": "repeating desks, glass partition seams, and muted monitor glow",
             "background": "rows of empty workstations, city-light windows, and quiet office depth",
         }
     return {
+        "layout_label": "Coworking camera layout",
         "place": "coworking lounge",
-        "foreground": "nearest desk edge, laptop corner, chair back, and polished tabletop line",
+        "foreground": "near desk edge, laptop corner, and chair back",
-        "midground": "warm work desks, laptop tables, glass partition seams, and open walking aisle",
+        "midground": "warm work desks, laptop tables, and glass partition seams",
         "background": "tall windows, repeated desk rows, plants, and soft shared-office depth",
     }
 
 
+def _coworking_subject_terms(subject_kind: str, pov_labels: list[str] | None = None) -> tuple[str, str]:
+    if pov_labels:
+        return "the visible partner", "them"
+    if subject_kind == "woman":
+        return "the woman", "her"
+    if subject_kind == "man":
+        return "the man", "him"
+    if subject_kind == "couple":
+        return "the couple", "them"
+    return "the subjects", "them"
+
+
 def _coworking_direction_detail(
     direction: str,
     profile: dict[str, str],
     pov_labels: list[str] | None = None,
+    subject_kind: str = "subjects",
 ) -> str:
     direction = str(direction or "").strip().lower()
     foreground = profile["foreground"]
     midground = profile["midground"]
     background = profile["background"]
+    subject, pronoun = _coworking_subject_terms(subject_kind, pov_labels)
     if pov_labels:
         if "right side" in direction:
-            return f"the visible partner is in right-side profile across the lower foreground: {foreground}; behind them, {midground} runs horizontally toward {background}"
+            return f"{subject} is in right-side profile across the lower foreground ({foreground}); {midground} run horizontally behind {pronoun} toward {background}"
         if "left side" in direction:
-            return f"the visible partner is in left-side profile across the lower foreground: {foreground}; behind them, {midground} runs horizontally toward {background}"
+            return f"{subject} is in left-side profile across the lower foreground ({foreground}); {midground} run horizontally behind {pronoun} toward {background}"
         if "back-right" in direction or "back-left" in direction:
-            return f"the viewer sees the visible partner from a rear-quarter angle, turning back over one shoulder; {foreground} sits at the lower edge while {midground} leads into {background}"
+            return f"{subject} is seen from a rear-quarter angle, turning back over one shoulder; {foreground} sits low in frame while {midground} lead into {background}"
         if direction == "back view":
-            return f"the viewer looks past the visible partner's back toward {midground}, then into {background}, with foreground body cues low in frame"
+            return f"the viewer looks past {subject}'s back toward {midground}, then into {background}, with POV body cues low in frame"
         if "front-right" in direction or "front-left" in direction:
-            return f"the visible partner is close in a front-quarter view over the lower foreground: {foreground}; {midground} recede diagonally into {background}"
+            return f"{subject} is close in a front-quarter view over the lower foreground ({foreground}); {midground} recede diagonally behind {pronoun} toward {background}"
-        return f"the visible partner faces the viewer over the lower foreground: {foreground}; {midground} stacks clearly in front of {background}"
+        return f"{subject} faces the viewer over the lower foreground ({foreground}); {midground} sit between {pronoun} and {background}"
     if "right side" in direction or "left side" in direction:
-        return f"the cast is held in clean side profile along the foreground anchor: {foreground}; {midground} creates horizontal perspective lines, with {background} still visible"
+        return f"{subject} is held in side profile along the {foreground}; {midground} run laterally behind {pronoun}, with {background} still readable"
     if "back-right" in direction or "back-left" in direction:
-        return f"the cast is viewed from a rear-quarter angle, partly turning back toward the camera; {foreground} stays low in frame while {midground} leads into {background}"
+        return f"{subject} is viewed from a rear-quarter angle, partly turning back toward camera; the {foreground} stays low in frame while {midground} lead into {background}"
     if direction == "back view":
-        return f"the cast is seen from behind with {foreground} at the camera side, facing into {midground} and {background}"
+        return f"{subject} is seen from behind with the {foreground} at camera side, facing into {midground} and {background}"
     if "front-right" in direction or "front-left" in direction:
-        return f"the cast is placed beside the foreground anchor: {foreground}; {midground} recede diagonally into {background}"
+        return f"{subject} is placed beside the {foreground}; {midground} recede diagonally behind {pronoun} toward {background}"
-    return f"the cast faces the camera beside the foreground anchor: {foreground}; {midground} is layered between the cast and {background}"
+    return f"{subject} faces camera beside the {foreground}; {midground} sit between {pronoun} and {background}"
 
 
-def _coworking_distance_detail(distance: str, profile: dict[str, str]) -> str:
+def _coworking_distance_detail(distance: str, profile: dict[str, str], subject_kind: str, pov_labels: list[str] | None = None) -> str:
     distance = str(distance or "").strip().lower()
+    subject, _pronoun = _coworking_subject_terms(subject_kind, pov_labels)
     if "wide" in distance or "full-body" in distance or "full body" in distance:
-        return f"Keep full bodies plus floor aisle, table rows, and enough {profile['background']} to read the whole {profile['place']}."
+        return f"Wide crop keeps {subject}, floor aisle, table rows, and {profile['background']} readable."
     if "close" in distance:
-        return f"Crop close, but keep one concrete location anchor visible: {profile['foreground']} or a slice of {profile['midground']}."
+        return f"Close crop keeps {subject} dominant while retaining one location anchor: the {profile['foreground']} or a slice of {profile['midground']}."
-    return f"Use a medium crop: bodies stay dominant, but the foreground anchor ({profile['foreground']}) and one midground layer ({profile['midground']}) remain visible."
+    return f"Medium crop keeps {subject} dominant while retaining the {profile['foreground']} and one midground layer of {profile['midground']}."
 
 
-def _coworking_elevation_detail(elevation: str, profile: dict[str, str]) -> str:
+def _coworking_elevation_detail(elevation: str, profile: dict[str, str], subject_kind: str, pov_labels: list[str] | None = None) -> str:
     elevation = str(elevation or "").strip().lower()
+    _subject, pronoun = _coworking_subject_terms(subject_kind, pov_labels)
     if "low-angle" in elevation:
-        return f"Low viewpoint: let {profile['foreground']} loom at the lower edge while windows and partitions rise behind the bodies."
+        return f"Low angle lets the {profile['foreground']} sit low and close while windows and partition seams rise behind {pronoun}."
     if "elevated" in elevation:
-        return f"Elevated viewpoint: show tabletop surfaces, laptop rectangles, chair positions, and the walking aisle around the bodies."
+        return f"Elevated angle shows tabletop surfaces, laptop rectangles, chair positions, and the walking aisle around {pronoun}."
     if "high-angle" in elevation:
-        return f"High viewpoint: look down over the grid of desks, chairs, floor aisle, and body placement so the room layout is explicit."
+        return f"High angle looks down over the desk grid, chairs, floor aisle, and placement of {pronoun}."
-    return f"Eye-level viewpoint: keep tabletop lines and glass seams straight enough to make the {profile['place']} believable."
+    return f"Eye-level angle keeps tabletop lines and glass seams straight enough to sell the {profile['place']}."
 
 
 def _coworking_camera_scene_directive(
     scene_text: Any,
     parsed: dict[str, Any],
     pov_labels: list[str] | None = None,
+    subject_kind: str = "subjects",
 ) -> str:
     if not _is_coworking_scene(scene_text):
         return ""
@@ -3606,18 +3626,18 @@ def _coworking_camera_scene_directive(
     if not any((direction, elevation, distance, custom_prompt)):
         return ""
     profile = _coworking_location_profile(scene_text)
-    direction_detail = _coworking_direction_detail(direction, profile, pov_labels)
+    direction_detail = _coworking_direction_detail(direction, profile, pov_labels, subject_kind)
-    distance_detail = _coworking_distance_detail(distance, profile)
+    distance_detail = _coworking_distance_detail(distance, profile, subject_kind, pov_labels)
-    elevation_detail = _coworking_elevation_detail(elevation, profile)
+    elevation_detail = _coworking_elevation_detail(elevation, profile, subject_kind, pov_labels)
     if pov_labels:
         return (
-            f"From the POV participant's position inside the {profile['place']}, {direction_detail}. "
+            f"{profile['layout_label']} from POV: {direction_detail}. "
-            f"{distance_detail} {elevation_detail} Use the multiangle camera only as spatial geometry for what the viewer can see."
+            f"{distance_detail} {elevation_detail} Use the multiangle camera only as first-person spatial geometry."
         )
     geometry = _camera_geometry_phrase(parsed)
-    geometry_clause = f" from a {geometry}" if geometry else ""
+    geometry_clause = f" ({geometry})" if geometry else ""
     return (
-        f"In the {profile['place']}{geometry_clause}, {direction_detail}. "
+        f"{profile['layout_label']}{geometry_clause}: {direction_detail}. "
         f"{distance_detail} {elevation_detail}"
     )
 
@@ -3627,11 +3647,32 @@ def _camera_scene_directive_for_context(
     composition: Any,
     camera_config: str | dict[str, Any] | None,
     pov_labels: list[str] | None = None,
+    subject_kind: str = "subjects",
 ) -> tuple[str, dict[str, Any]]:
     parsed = _parse_camera_config(camera_config)
     if parsed["camera_detail"] == "off" or parsed["camera_mode"] == "disabled":
         return "", parsed
-    return _coworking_camera_scene_directive(scene_text, parsed, pov_labels), parsed
+    return _coworking_camera_scene_directive(scene_text, parsed, pov_labels, subject_kind), parsed
+
+
+def _row_camera_subject_kind(row: dict[str, Any]) -> str:
+    subject_type = str(row.get("subject_type") or row.get("primary_subject") or "").lower()
+    if subject_type in ("woman", "adult woman") or subject_type == "single_any":
+        return "woman"
+    if subject_type in ("man", "adult man"):
+        return "man"
+    try:
+        women_count = int(row.get("women_count") or 0)
+        men_count = int(row.get("men_count") or 0)
+    except (TypeError, ValueError):
+        women_count = men_count = 0
+    if women_count == 1 and men_count == 0:
+        return "woman"
+    if women_count == 0 and men_count == 1:
+        return "man"
+    if women_count + men_count == 2:
+        return "couple"
+    return "subjects"
 
 
 def _apply_camera_config(row: dict[str, Any], camera_config: str | dict[str, Any] | None) -> dict[str, Any]:
@@ -3647,6 +3688,7 @@ def _apply_camera_config(row: dict[str, Any], camera_config: str | dict[str, Any
         row.get("composition") or row.get("source_composition"),
         parsed,
         pov_labels,
+        _row_camera_subject_kind(row),
     )
     row["camera_config"] = parsed
     row["camera_scene_directive"] = scene_directive
@@ -8201,12 +8243,14 @@ def build_insta_of_pair(
         soft_row.get("composition"),
         soft_camera_config,
         soft_pov_camera_labels,
+        "woman" if options["softcore_cast"] == "solo" else "subjects",
     )
     hard_camera_scene_directive, hard_camera_config = _camera_scene_directive_for_context(
         hard_scene,
         hard_composition,
         hard_camera_config,
         pov_character_labels,
+        "couple" if hard_women_count + hard_men_count == 2 else "subjects",
     )
     if soft_pov_camera_labels:
         soft_camera_directive = ""