Align smoke checks with clothing seed split

builder_prompt_route.py

@@ -146,13 +146,14 @@ def build_prompt_result(request: PromptBuildRequest, deps: PromptBuildDependenci
     parsed_location_config = deps.parse_location_config(request.location_config)
     parsed_composition_config = deps.parse_composition_config(request.composition_config)
     content_rng = deps.axis_rng(parsed_seed_config, "content", seed, row_number)
+    clothing_rng = deps.axis_rng(parsed_seed_config, "clothing", seed, row_number)
     pose_axis_rng = deps.axis_rng(parsed_seed_config, "pose", seed, row_number)
     person_rng = deps.axis_rng(parsed_seed_config, "person", seed, row_number)
     expression_rng = deps.axis_rng(parsed_seed_config, "expression", seed, row_number)
     clothing = request.clothing if request.clothing in ("full", "minimal", "random") else "full"
     poses = request.poses if request.poses in ("standard", "evocative", "random") else "standard"
     figure = request.figure if request.figure in ("curvy", "balanced", "bombshell", "random") else "curvy"
-    clothing = deps.pick_clothing_mode(content_rng, clothing, minimal_ratio)
+    clothing = deps.pick_clothing_mode(clothing_rng, clothing, minimal_ratio)
     poses = deps.pick_pose_mode(pose_axis_rng, poses, pose_ratio)
     figure = deps.pick_figure_bias(person_rng, figure)
     minimal_ratio = None
@@ -185,6 +186,7 @@ def build_prompt_result(request: PromptBuildRequest, deps: PromptBuildDependenci
             minimal_ratio,
             pose_ratio,
             seed,
+            seed_config=parsed_seed_config,
         )
     elif category in ("woman", "man", "couple", "group_or_layout") and not exact_custom_subcategory:
         branch = "built_in"
@@ -202,6 +204,7 @@ def build_prompt_result(request: PromptBuildRequest, deps: PromptBuildDependenci
             minimal_ratio,
             pose_ratio,
             seed,
+            seed_config=parsed_seed_config,
         )
     else:
         row = deps.build_custom_row(

generate_prompt_batches.py

@@ -3059,16 +3059,17 @@ def row_base(index: int, batch: int, subject: str, age: str, body: str, scene_sl
     }
 
 
-def make_single(index: int, batch: int, rng: random.Random, gender: str, expr_deck: ExpressionDeck, clothing: str = "full", ethnicity: str = "any", poses: str = "standard", backside_bias: float = 0.0, figure: str = "curvy", no_plus: bool = False, no_black: bool = False) -> dict:
+def make_single(index: int, batch: int, rng: random.Random, gender: str, expr_deck: ExpressionDeck, clothing: str = "full", ethnicity: str = "any", poses: str = "standard", backside_bias: float = 0.0, figure: str = "curvy", no_plus: bool = False, no_black: bool = False, clothing_rng: random.Random | None = None) -> dict:
     minimal = clothing == "minimal"
+    wardrobe_rng = clothing_rng or rng
     if gender == "woman":
         subject, age, body, skin, hair, eyes = choose_woman(rng, ethnicity, no_plus, no_black)
-        clothes = choose(rng, WOMEN_CLOTHES_MINIMAL if minimal else WOMEN_CLOTHES)
+        clothes = choose(wardrobe_rng, WOMEN_CLOTHES_MINIMAL if minimal else WOMEN_CLOTHES)
         figure_note = choose(rng, figure_pool(figure))
     else:
         men_pool = by_ethnicity(MEN, ethnicity)
         subject, age, body, skin, hair, eyes = choose(rng, men_pool)
-        clothes = choose(rng, MEN_CLOTHES_MINIMAL if minimal else MEN_CLOTHES)
+        clothes = choose(wardrobe_rng, MEN_CLOTHES_MINIMAL if minimal else MEN_CLOTHES)
         figure_note = ""
     body_phrase = make_body_phrase(body, figure_note)
 
@@ -3119,7 +3120,7 @@ def make_single(index: int, batch: int, rng: random.Random, gender: str, expr_de
     return row
 
 
-def make_couple(index: int, batch: int, rng: random.Random, expr_deck: ExpressionDeck, clothing: str = "full", ethnicity: str = "any", no_plus: bool = False) -> dict:
+def make_couple(index: int, batch: int, rng: random.Random, expr_deck: ExpressionDeck, clothing: str = "full", ethnicity: str = "any", no_plus: bool = False, clothing_rng: random.Random | None = None) -> dict:
     primary_subject, subject_phrase, pose = choose(rng, COUPLE_TYPES)
     if ethnicity == "asian":
         subject_phrase = {
@@ -3140,7 +3141,7 @@ def make_couple(index: int, batch: int, rng: random.Random, expr_deck: Expressio
     if no_plus:
         body_options = [b for b in body_options if "plus" not in b and "fat" not in b]
     body = choose(rng, body_options)
-    outfits = choose(rng, COUPLE_OUTFITS_MINIMAL if clothing == "minimal" else COUPLE_OUTFITS)
+    outfits = choose(clothing_rng or rng, COUPLE_OUTFITS_MINIMAL if clothing == "minimal" else COUPLE_OUTFITS)
     expr_a, expr_b = expr_deck.draw_two()
 
     row = row_base(index, batch, primary_subject, ages, body, scene_slug, composition)
@@ -3164,7 +3165,7 @@ def make_couple(index: int, batch: int, rng: random.Random, expr_deck: Expressio
     return row
 
 
-def make_group_or_layout(index: int, batch: int, rng: random.Random, expr_deck: ExpressionDeck, clothing: str = "full", ethnicity: str = "any", no_plus: bool = False) -> dict:
+def make_group_or_layout(index: int, batch: int, rng: random.Random, expr_deck: ExpressionDeck, clothing: str = "full", ethnicity: str = "any", no_plus: bool = False, clothing_rng: random.Random | None = None) -> dict:
     minimal = clothing == "minimal"
     group_outfits = "minimal beachwear and lingerie-inspired outfits" if minimal else "stylish revealing party outfits"
     if ethnicity == "asian":
@@ -3203,7 +3204,7 @@ def make_group_or_layout(index: int, batch: int, rng: random.Random, expr_deck:
         )
         return row
 
-    layout_slug, layout_desc = choose(rng, LAYOUTS_MINIMAL if minimal else LAYOUTS_FULL)
+    layout_slug, layout_desc = choose(clothing_rng or rng, LAYOUTS_MINIMAL if minimal else LAYOUTS_FULL)
     if ethnicity == "asian":
         layout_desc = layout_desc.replace("adult", "Asian adult")
     elif ethnicity == "white_asian":
@@ -3231,8 +3232,9 @@ def make_group_or_layout(index: int, batch: int, rng: random.Random, expr_deck:
     return row
 
 
-def build_rows(total: int, start_index: int, clothing: str = "full", ethnicity: str = "any", poses: str = "standard", backside_bias: float = 0.0, figure: str = "curvy", no_plus: bool = False, no_black: bool = False, minimal_clothing_ratio: float | None = None, standard_pose_ratio: float | None = None, seed: int = DEFAULT_RNG_SEED, expression_seed: int = EXPRESSION_SEED) -> list[dict]:
+def build_rows(total: int, start_index: int, clothing: str = "full", ethnicity: str = "any", poses: str = "standard", backside_bias: float = 0.0, figure: str = "curvy", no_plus: bool = False, no_black: bool = False, minimal_clothing_ratio: float | None = None, standard_pose_ratio: float | None = None, seed: int = DEFAULT_RNG_SEED, expression_seed: int = EXPRESSION_SEED, clothing_rng: random.Random | None = None) -> list[dict]:
     rng = random.Random(seed)
+    wardrobe_rng = clothing_rng or rng
     expr_deck = ExpressionDeck(EXPRESSIONS, random.Random(expression_seed))
     rows: list[dict] = []
     batch_quotas = batch_category_quotas()
@@ -3244,21 +3246,21 @@ def build_rows(total: int, start_index: int, clothing: str = "full", ethnicity:
     index = start_index
     for batch in range(1, batch_count + 1):
         batch_rows: list[dict] = []
-        clothing_modes = batch_clothing_modes(rng, clothing, minimal_clothing_ratio)
+        clothing_modes = batch_clothing_modes(wardrobe_rng, clothing, minimal_clothing_ratio)
         single_pose_modes = batch_single_pose_modes(rng, poses, standard_pose_ratio, single_subject_count)
         for category, count in batch_quotas:
             for _ in range(count):
                 row_clothing = clothing_modes.pop()
                 if category == "woman":
                     row_pose = single_pose_modes.pop()
-                    row = make_single(index, batch, rng, "woman", expr_deck, row_clothing, ethnicity, row_pose, backside_bias, figure, no_plus, no_black)
+                    row = make_single(index, batch, rng, "woman", expr_deck, row_clothing, ethnicity, row_pose, backside_bias, figure, no_plus, no_black, clothing_rng=wardrobe_rng if clothing_rng else None)
                 elif category == "man":
                     row_pose = single_pose_modes.pop()
-                    row = make_single(index, batch, rng, "man", expr_deck, row_clothing, ethnicity, row_pose, backside_bias, figure, no_plus, no_black)
+                    row = make_single(index, batch, rng, "man", expr_deck, row_clothing, ethnicity, row_pose, backside_bias, figure, no_plus, no_black, clothing_rng=wardrobe_rng if clothing_rng else None)
                 elif category == "couple":
-                    row = make_couple(index, batch, rng, expr_deck, row_clothing, ethnicity, no_plus)
+                    row = make_couple(index, batch, rng, expr_deck, row_clothing, ethnicity, no_plus, clothing_rng=wardrobe_rng if clothing_rng else None)
                 else:
-                    row = make_group_or_layout(index, batch, rng, expr_deck, row_clothing, ethnicity, no_plus)
+                    row = make_group_or_layout(index, batch, rng, expr_deck, row_clothing, ethnicity, no_plus, clothing_rng=wardrobe_rng if clothing_rng else None)
                 batch_rows.append(row)
                 index += 1
         rng.shuffle(batch_rows)

node_scene.py

@@ -215,7 +215,7 @@ BRANCH_TARGET_CHOICES = ["both", "softcore", "hardcore"]
 SCENE_LAYER_SEED_AXES = {
     "cast": ("category",),
     "character": ("person",),
-    "wardrobe": ("content",),
+    "wardrobe": ("clothing",),
     "location": ("scene",),
     "set_dressing": ("scene",),
     "blocking": ("pose",),
@@ -224,7 +224,7 @@ SCENE_LAYER_SEED_AXES = {
     "camera": ("composition",),
     "composition": ("composition",),
     "lighting": ("composition",),
-    "softcore_branch": ("content", "pose", "role"),
+    "softcore_branch": ("clothing", "pose", "role"),
     "hardcore_branch": ("pose", "role"),
 }
 SCENE_REROLL_GROUPS = {
@@ -232,6 +232,7 @@ SCENE_REROLL_GROUPS = {
     "category": ("category",),
     "subcategory": ("subcategory",),
     "content": ("content",),
+    "clothing": ("clothing",),
     "person": ("person",),
     "scene": ("scene",),
     "pose": ("pose", "role"),
@@ -239,6 +240,8 @@ SCENE_REROLL_GROUPS = {
     "expression": ("expression",),
     "composition": ("composition",),
     "content_pose": ("content", "pose", "role"),
+    "content_clothing": ("content", "clothing"),
+    "clothing_pose": ("clothing", "pose", "role"),
     "scene_pose": ("scene", "pose", "role"),
 }
 SCENE_OPTION_TEXT_KEYS = {

node_seed_resolution.py

@@ -71,6 +71,7 @@ class SxCPSeedControl:
         "role",
         "expression",
         "composition",
+        "clothing",
     )
 
     @classmethod
@@ -129,11 +130,14 @@ class SxCPSeedControl:
         expression_seed,
         composition_seed_mode,
         composition_seed,
+        clothing_seed_mode="auto",
+        clothing_seed=-1,
     ):
         config = build_seed_config_json(
             category_seed=category_seed,
             subcategory_seed=subcategory_seed,
             content_seed=content_seed,
+            clothing_seed=clothing_seed,
             person_seed=person_seed,
             scene_seed=scene_seed,
             pose_seed=pose_seed,
@@ -143,6 +147,7 @@ class SxCPSeedControl:
             category_seed_mode=category_seed_mode,
             subcategory_seed_mode=subcategory_seed_mode,
             content_seed_mode=content_seed_mode,
+            clothing_seed_mode=clothing_seed_mode,
             person_seed_mode=person_seed_mode,
             scene_seed_mode=scene_seed_mode,
             pose_seed_mode=pose_seed_mode,

node_tooltips.py

@@ -257,6 +257,8 @@ NODE_INPUT_TOOLTIPS = {
         "category_seed_mode": "auto/follow_main follows the main seed; fixed uses category_seed; random rerolls this axis at queue time while the field value stays unchanged.",
         "subcategory_seed_mode": "Controls which subcategory is selected. Change this to switch oral vs penetration when both are allowed.",
         "content_seed_mode": "Controls item/outfit content for non-pose categories.",
+        "clothing_seed_mode": "Controls clothing/outfit selection separately from content item selection.",
+        "clothing_seed": "Seed used when clothing_seed_mode is fixed or auto with a non-negative value.",
         "person_seed_mode": "Controls generated character appearance unless a slot seed overrides it.",
         "scene_seed_mode": "Controls location/scene selection.",
         "pose_seed_mode": "Controls pose/item selection for pose categories, including hardcore positions.",
@@ -266,7 +268,7 @@ NODE_INPUT_TOOLTIPS = {
     },
     "SxCPSeedLocker": {
         "base_seed": "Master seed for the locked result. Use the same value as the generator seed for simplest reproduction.",
-        "reroll_axis": "Choose the one axis to change while the rest stays locked. Use pose for sexual pose, scene for location, person for appearance.",
+        "reroll_axis": "Choose the one axis to change while the rest stays locked. Use clothing for outfit-only rerolls, pose for sexual pose, scene for location, person for appearance.",
         "reroll_seed": "Seed for the selected axis only. Leave -1 to derive a stable reroll from base_seed.",
     },
     "SxCPCastBias": {

pair_cast.py

@@ -166,15 +166,15 @@ def softcore_partner_styling(
     choose: Choose,
     slot_softcore_outfit: SlotSoftcoreOutfit,
 ) -> dict[str, Any]:
-    content_rng = axis_rng(seed_config, "content", seed, row_number + 421)
+    clothing_rng = axis_rng(seed_config, "clothing", seed, row_number + 421)
     pose_rng = axis_rng(seed_config, "pose", seed, row_number + 421)
     pov_set = set(pov_labels or [])
     outfits: list[str] = []
     for index in range(max(0, women_count - 1)):
         label = chr(ord("B") + index)
         full_label = f"Woman {label}"
-        outfit = slot_softcore_outfit((label_map or {}).get(full_label), content_rng) or choose(
-            content_rng,
+        outfit = slot_softcore_outfit((label_map or {}).get(full_label), clothing_rng) or choose(
+            clothing_rng,
             pair_options.INSTA_OF_SOFTCORE_PARTNER_WOMEN_OUTFITS,
         )
         sentence = pair_clothing.softcore_outfit_sentence(full_label, outfit)
@@ -185,8 +185,8 @@ def softcore_partner_styling(
         full_label = f"Man {label}"
         if full_label in pov_set:
             continue
-        outfit = slot_softcore_outfit((label_map or {}).get(full_label), content_rng) or choose(
-            content_rng,
+        outfit = slot_softcore_outfit((label_map or {}).get(full_label), clothing_rng) or choose(
+            clothing_rng,
             pair_options.INSTA_OF_SOFTCORE_PARTNER_MEN_OUTFITS,
         )
         sentence = pair_clothing.softcore_outfit_sentence(full_label, outfit)

pair_rows.py

@@ -74,6 +74,7 @@ def build_insta_pair_rows_result(
     soft_seed_config = parsed_softcore_seed_config or parsed_seed_config
     hard_seed_config = parsed_hardcore_seed_config or parsed_seed_config
     soft_content_rng = axis_rng(soft_seed_config, "content", seed, row_number + 311)
+    soft_clothing_rng = axis_rng(soft_seed_config, "clothing", seed, row_number + 311)
     soft_pose_rng = axis_rng(soft_seed_config, "pose", seed, row_number + 313)
     hard_content_rng = axis_rng(hard_seed_config, "content", seed, row_number + 317)
     soft_person_rng = axis_rng(soft_seed_config, "person", seed, row_number)
@@ -147,8 +148,8 @@ def build_insta_pair_rows_result(
     if not soft_expression_enabled:
         soft_row = disable_row_expression(soft_row, soft_expression_intensity_source)
 
-    primary_softcore_outfit = slot_softcore_outfit(primary_slot, soft_content_rng)
-    soft_row["item"] = primary_softcore_outfit or softcore_outfit(soft_content_rng, softcore_level_key)
+    primary_softcore_outfit = slot_softcore_outfit(primary_slot, soft_clothing_rng)
+    soft_row["item"] = primary_softcore_outfit or softcore_outfit(soft_clothing_rng, softcore_level_key)
     soft_row["pose"] = softcore_pose(soft_pose_rng, softcore_level_key)
     soft_row["item_label"] = (
         "Insta/OF softcore body exposure"

prompt_builder.py

@@ -890,11 +890,14 @@ def build_seed_config_json(
     role_seed_mode: str = "auto",
     expression_seed_mode: str = "auto",
     composition_seed_mode: str = "auto",
+    clothing_seed: int = -1,
+    clothing_seed_mode: str = "auto",
 ) -> str:
     return seed_policy.build_seed_config_json(
         category_seed=category_seed,
         subcategory_seed=subcategory_seed,
         content_seed=content_seed,
+        clothing_seed=clothing_seed,
         person_seed=person_seed,
         scene_seed=scene_seed,
         pose_seed=pose_seed,
@@ -904,6 +907,7 @@ def build_seed_config_json(
         category_seed_mode=category_seed_mode,
         subcategory_seed_mode=subcategory_seed_mode,
         content_seed_mode=content_seed_mode,
+        clothing_seed_mode=clothing_seed_mode,
         person_seed_mode=person_seed_mode,
         scene_seed_mode=scene_seed_mode,
         pose_seed_mode=pose_seed_mode,
@@ -1406,6 +1410,7 @@ def _build_auto_weighted_row(
     minimal_clothing_ratio: float | None,
     standard_pose_ratio: float | None,
     seed: int,
+    seed_config: dict[str, int] | None = None,
 ) -> dict[str, Any]:
     return row_generation_policy.build_auto_weighted_row(
         row_number,
@@ -1420,6 +1425,7 @@ def _build_auto_weighted_row(
         minimal_clothing_ratio,
         standard_pose_ratio,
         seed,
+        seed_config=seed_config,
     )
 
 
@@ -1437,6 +1443,7 @@ def _build_direct_builtin_row(
     minimal_clothing_ratio: float | None,
     standard_pose_ratio: float | None,
     seed: int,
+    seed_config: dict[str, int] | None = None,
 ) -> dict[str, Any]:
     return row_generation_policy.build_direct_builtin_row(
         category,
@@ -1452,6 +1459,7 @@ def _build_direct_builtin_row(
         minimal_clothing_ratio,
         standard_pose_ratio,
         seed,
+        seed_config=seed_config,
     )
 
 

row_category_route.py

@@ -50,6 +50,32 @@ def is_pose_content_category(category: dict[str, Any], subcategory: dict[str, An
     return bool(tokens.intersection({"pose", "poses", "sex", "sexual"}))
 
 
+def is_clothing_content_category(category: dict[str, Any], subcategory: dict[str, Any]) -> bool:
+    haystack = " ".join(
+        str(value)
+        for value in (
+            category.get("name", ""),
+            category.get("slug", ""),
+            category.get("item_label", ""),
+            subcategory.get("name", ""),
+            subcategory.get("slug", ""),
+            subcategory.get("item_label", ""),
+        )
+    ).lower()
+    tokens = set(re.findall(r"[a-z0-9]+", haystack))
+    if tokens.intersection({"clothes", "clothing", "outfit", "outfits", "streetwear", "menswear", "daywear", "activewear", "lingerie", "wardrobe"}):
+        return True
+    return any(
+        phrase in haystack
+        for phrase in (
+            "casual clothes",
+            "men casual clothes",
+            "couple casual clothes",
+            "provocative erotic clothes",
+        )
+    )
+
+
 def cast_count_adjustment(
     requested_women_count: int,
     requested_men_count: int,
@@ -266,7 +292,8 @@ def select_category_item_route_result(
         )
 
     is_pose_category = is_pose_content_category(category, subcategory)
-    content_axis = "pose" if is_pose_category else "content"
+    is_clothing_category = is_clothing_content_category(category, subcategory)
+    content_axis = "pose" if is_pose_category else ("clothing" if is_clothing_category else "content")
     content_rng = seed_policy.axis_rng(seed_config, content_axis, seed, row_number)
     item = row_item_policy.weighted_choice(content_rng, _list_from(subcategory.get("items", [subcategory["name"]])))
     item_text, item_name, item_axis_values, item_template_metadata = row_item_policy.compose_item(

row_generation.py

@@ -78,8 +78,12 @@ def build_auto_weighted_row(
     minimal_clothing_ratio: float | None,
     standard_pose_ratio: float | None,
     seed: int,
+    seed_config: dict[str, int] | None = None,
 ) -> dict[str, Any]:
     batch_number = max(1, ((row_number - 1) // g.BATCH_SIZE) + 1)
+    clothing_rng = None
+    if seed_config is not None:
+        clothing_rng = seed_policy.axis_rng(seed_config, "clothing", seed, row_number)
     rows = g.build_rows(
         batch_number * g.BATCH_SIZE,
         start_index,
@@ -94,6 +98,7 @@ def build_auto_weighted_row(
         standard_pose_ratio,
         seed,
         g.EXPRESSION_SEED + seed,
+        clothing_rng=clothing_rng,
     )
     row = rows[row_number - 1]
     row["main_category"] = "auto_weighted"
@@ -116,15 +121,19 @@ def build_direct_builtin_row(
     minimal_clothing_ratio: float | None,
     standard_pose_ratio: float | None,
     seed: int,
+    seed_config: dict[str, int] | None = None,
 ) -> dict[str, Any]:
     rng = random.Random(seed_policy.row_seed(seed, row_number))
+    clothing_rng = None
+    if seed_config is not None:
+        clothing_rng = seed_policy.axis_rng(seed_config, "clothing", seed, row_number)
     expr_deck = g.ExpressionDeck(
         g.EXPRESSIONS,
         random.Random(seed_policy.row_seed(g.EXPRESSION_SEED + seed, row_number)),
     )
     batch = max(1, ((row_number - 1) // g.BATCH_SIZE) + 1)
     index = start_index + row_number - 1
-    row_clothing = pick_clothing_mode(rng, clothing, minimal_clothing_ratio)
+    row_clothing = pick_clothing_mode(clothing_rng or rng, clothing, minimal_clothing_ratio)
     row_poses = pick_pose_mode(rng, poses, standard_pose_ratio)
 
     if category == "woman":
@@ -141,13 +150,26 @@ def build_direct_builtin_row(
             figure,
             no_plus_women,
             no_black,
+            clothing_rng=clothing_rng,
         )
     elif category == "man":
-        row = g.make_single(index, batch, rng, "man", expr_deck, row_clothing, ethnicity, row_poses, backside_bias, figure)
+        row = g.make_single(
+            index,
+            batch,
+            rng,
+            "man",
+            expr_deck,
+            row_clothing,
+            ethnicity,
+            row_poses,
+            backside_bias,
+            figure,
+            clothing_rng=clothing_rng,
+        )
     elif category == "couple":
-        row = g.make_couple(index, batch, rng, expr_deck, row_clothing, ethnicity, no_plus_women)
+        row = g.make_couple(index, batch, rng, expr_deck, row_clothing, ethnicity, no_plus_women, clothing_rng=clothing_rng)
     elif category == "group_or_layout":
-        row = g.make_group_or_layout(index, batch, rng, expr_deck, row_clothing, ethnicity, no_plus_women)
+        row = g.make_group_or_layout(index, batch, rng, expr_deck, row_clothing, ethnicity, no_plus_women, clothing_rng=clothing_rng)
     else:
         raise ValueError(f"Unknown built-in category: {category}")
 

seed_config.py

@@ -9,6 +9,7 @@ SEED_AXIS_SALTS = {
     "category": 31,
     "subcategory": 37,
     "content": 41,
+    "clothing": 41,
     "person": 43,
     "scene": 47,
     "pose": 53,
@@ -20,7 +21,8 @@ SEED_AXIS_SALTS = {
 SEED_AXIS_ALIASES = {
     "category": ("category_seed", "category"),
     "subcategory": ("subcategory_seed", "subcategory"),
-    "content": ("content_seed", "item_seed", "outfit_seed", "sexual_pose_seed", "content"),
+    "content": ("content_seed", "item_seed", "sexual_pose_seed", "content"),
+    "clothing": ("clothing_seed", "outfit_seed", "wardrobe_seed", "content_seed", "content"),
     "person": ("person_seed", "appearance_seed", "cast_seed", "person"),
     "scene": ("scene_seed", "scene"),
     "pose": ("pose_seed", "sexual_pose_seed", "pose"),
@@ -33,6 +35,7 @@ SEED_LOCK_AXES = (
     "category",
     "subcategory",
     "content",
+    "clothing",
     "person",
     "scene",
     "pose",
@@ -46,6 +49,7 @@ SEED_REROLL_GROUPS = {
     "category": ("category",),
     "subcategory": ("subcategory",),
     "content": ("content",),
+    "clothing": ("clothing",),
     "person": ("person",),
     "scene": ("scene",),
     "pose": ("pose", "role"),
@@ -53,6 +57,8 @@ SEED_REROLL_GROUPS = {
     "expression": ("expression",),
     "composition": ("composition",),
     "content_pose": ("content", "pose", "role"),
+    "content_clothing": ("content", "clothing"),
+    "clothing_pose": ("clothing", "pose", "role"),
     "scene_pose": ("scene", "pose", "role"),
 }
 SEED_REROLL_AXIS_CHOICES = list(SEED_REROLL_GROUPS.keys())
@@ -87,6 +93,8 @@ def normalize_reroll_axis(value: Any) -> str:
     normalized = _normal_key(value)
     aliases = {
         "contentpose": "content_pose",
+        "contentclothing": "content_clothing",
+        "clothingpose": "clothing_pose",
         "scenepose": "scene_pose",
     }
     normalized = aliases.get(normalized, normalized)
@@ -116,6 +124,8 @@ def build_seed_config_json(
     role_seed_mode: str = "auto",
     expression_seed_mode: str = "auto",
     composition_seed_mode: str = "auto",
+    clothing_seed: int = -1,
+    clothing_seed_mode: str = "auto",
 ) -> str:
     rng = random.SystemRandom()
 
@@ -134,6 +144,7 @@ def build_seed_config_json(
             "category_seed": axis_seed(category_seed, category_seed_mode),
             "subcategory_seed": axis_seed(subcategory_seed, subcategory_seed_mode),
             "content_seed": axis_seed(content_seed, content_seed_mode),
+            "clothing_seed": axis_seed(clothing_seed, clothing_seed_mode),
             "person_seed": axis_seed(person_seed, person_seed_mode),
             "scene_seed": axis_seed(scene_seed, scene_seed_mode),
             "pose_seed": axis_seed(pose_seed, pose_seed_mode),

tools/prompt_route_simulation.py

@@ -1273,11 +1273,11 @@ def _pair_seed_pose_reroll_check(seed: int) -> dict[str, Any]:
     )
 
 
-def _pair_seed_content_reroll_check(seed: int) -> dict[str, Any]:
+def _pair_seed_clothing_reroll_check(seed: int) -> dict[str, Any]:
     return _pair_seed_reroll_check(
         seed,
-        name="pair_seed.content_reroll",
-        reroll_axis="content",
+        name="pair_seed.clothing_reroll",
+        reroll_axis="clothing",
         changed_fields=("soft_item",),
         stable_fields=(
             "shared_cast_descriptors",
@@ -1432,7 +1432,7 @@ def _pair_seed_checks(seed: int) -> list[dict[str, Any]]:
         _pair_seed_determinism_check(seed),
         _pair_seed_person_reroll_check(seed),
         _pair_seed_scene_reroll_check(seed),
-        _pair_seed_content_reroll_check(seed),
+        _pair_seed_clothing_reroll_check(seed),
         _pair_seed_pose_reroll_check(seed),
         _pair_seed_expression_reroll_check(seed),
         _pair_seed_composition_reroll_check(seed),

tools/prompt_smoke.py

@@ -479,6 +479,10 @@ def _prompt_row(
     subcategory: str,
     seed: int,
     seed_config: str | dict[str, Any] | None = None,
+    clothing: str = "random",
+    poses: str = "random",
+    minimal_clothing_ratio: float = 0.5,
+    standard_pose_ratio: float = 0.5,
     character_cast: str = "",
     women_count: int = 1,
     men_count: int = 1,
@@ -494,15 +498,15 @@ def _prompt_row(
         row_number=1,
         start_index=1,
         seed=seed,
-        clothing="random",
+        clothing=clothing,
         ethnicity="any",
-        poses="random",
+        poses=poses,
         backside_bias=0.35,
         figure="random",
         no_plus_women=False,
         no_black=False,
-        minimal_clothing_ratio=0.5,
-        standard_pose_ratio=0.5,
+        minimal_clothing_ratio=minimal_clothing_ratio,
+        standard_pose_ratio=standard_pose_ratio,
         trigger=Trigger,
         prepend_trigger_to_prompt=True,
         extra_positive="",
@@ -645,10 +649,17 @@ def smoke_builtin_single() -> None:
     _expect(hair in str(krea_metadata.get("krea_prompt", "")), "Krea metadata-only built-in route lost hair")
     _expect(eyes in str(krea_metadata.get("krea_prompt", "")), "Krea metadata-only built-in route lost eyes")
     item_anchor = " ".join(re.findall(r"[a-z0-9]+", item.lower())[:3])
-    pose_anchor = " ".join(re.findall(r"[a-z0-9]+", pose.lower())[:4])
+    pose_anchor_tokens = [
+        token
+        for token in re.findall(r"[a-z0-9]+", pose.lower())
+        if token not in {"a", "an", "and", "both", "by", "in", "of", "on", "the", "to", "with"}
+    ][:4]
     sdxl_metadata_prompt = str(sdxl_metadata.get("sdxl_prompt", "")).lower()
     _expect(item_anchor in sdxl_metadata_prompt, "SDXL metadata-only built-in route lost explicit item")
-    _expect(pose_anchor in sdxl_metadata_prompt, "SDXL metadata-only built-in route lost explicit pose")
+    _expect(
+        bool(pose_anchor_tokens) and all(token in sdxl_metadata_prompt for token in pose_anchor_tokens),
+        "SDXL metadata-only built-in route lost explicit pose",
+    )
     for body_tag in sdxl_tag_policy.split_tag_text(body_phrase):
         _expect(body_tag.lower() in sdxl_metadata_prompt, f"SDXL metadata-only built-in route lost body tag: {body_tag}")
     _expect(skin.lower() in sdxl_metadata_prompt, "SDXL metadata-only built-in route lost skin")
@@ -1396,7 +1407,7 @@ def smoke_builder_prompt_route_policy() -> None:
     _expect(custom_trace.get("branch") == "custom", "Builder custom generation_trace lost branch")
     _expect(custom_trace.get("source") == "json_category", "Builder custom generation_trace lost source")
     _expect(custom_trace.get("category_slug") == "casual_clothes", "Builder custom generation_trace lost category slug")
-    _expect(custom_trace.get("content_seed_axis") == "content", "Builder custom generation_trace lost content axis")
+    _expect(custom_trace.get("content_seed_axis") == "clothing", "Builder custom generation_trace lost clothing axis")
     _expect(custom_trace.get("seed_axes", {}).get("content", {}).get("source") == "configured", "Builder custom generation_trace lost configured content seed")
     _expect(custom_trace.get("seed_axes", {}).get("content", {}).get("seed") == 3502, "Builder custom generation_trace lost content seed value")
     _expect("typed builder route marker" in typed_route.row.get("prompt", ""), "Builder prompt route lost extra positive")
@@ -2493,7 +2504,7 @@ def smoke_row_category_route_policy() -> None:
         hardcore_position_config={},
     )
     _expect(casual_route["category"]["slug"] == "casual_clothes", "Row category route selected wrong casual category")
-    _expect(casual_route["content_axis"] == "content", "Non-pose category should use content seed axis")
+    _expect(casual_route["content_axis"] == "clothing", "Casual clothes category should use clothing seed axis")
     _expect(casual_route["is_pose_category"] is False, "Non-pose category should not be marked as pose content")
 
     exposed_route = row_category_route.select_category_item_route(
@@ -2507,9 +2518,35 @@ def smoke_row_category_route_policy() -> None:
         hardcore_position_config={},
     )
     _expect(exposed_route["subcategory"]["slug"] == "sheer_exposed", "Row category route selected wrong exposed category")
-    _expect(exposed_route["content_axis"] == "content", "Exposed clothing slug should not be treated as pose content")
+    _expect(exposed_route["content_axis"] == "clothing", "Exposed clothing slug should use clothing seed axis")
     _expect(exposed_route["is_pose_category"] is False, "Exposed clothing slug should not be marked as pose content")
 
+    generic_categories = [
+        {
+            "name": "Lighting mood",
+            "slug": "lighting_mood",
+            "subcategories": [
+                {
+                    "name": "Window light",
+                    "slug": "window_light",
+                    "items": ["soft window glow", "warm rim light"],
+                }
+            ],
+        }
+    ]
+    generic_route = row_category_route.select_category_item_route(
+        category_choice="Lighting mood",
+        subcategory_choice="Window light",
+        seed_config=seed_cfg,
+        seed=2303,
+        row_number=1,
+        women_count=1,
+        men_count=0,
+        hardcore_position_config={},
+        categories=generic_categories,
+    )
+    _expect(generic_route["content_axis"] == "content", "Generic non-clothing category should keep content seed axis")
+
 
 def smoke_row_generation_policy() -> None:
     _expect(pb._ratio_or_none(-1) is None, "Prompt builder ratio helper should treat negative as unset")
@@ -2557,6 +2594,36 @@ def smoke_row_generation_policy() -> None:
         pb._build_direct_builtin_row(**direct_args) == row_generation.build_direct_builtin_row(**direct_args),
         "Prompt builder direct built-in row should delegate to row_generation",
     )
+    direct_random_args = {**direct_args, "clothing": "random", "minimal_clothing_ratio": 0.5}
+    direct_locked = row_generation.build_direct_builtin_row(
+        **direct_random_args,
+        seed_config=seed_config.parse_seed_config(pb.build_seed_lock_config_json(base_seed=5050)),
+    )
+    direct_clothing_reroll = row_generation.build_direct_builtin_row(
+        **direct_random_args,
+        seed_config=seed_config.parse_seed_config(
+            pb.build_seed_lock_config_json(base_seed=5050, reroll_axis="clothing", reroll_seed=5052)
+        ),
+    )
+    direct_stable_keys = ("primary_subject", "age_band", "body_type", "scene", "composition", "pose_mode")
+    _expect(
+        tuple(direct_locked.get(key) for key in direct_stable_keys)
+        == tuple(direct_clothing_reroll.get(key) for key in direct_stable_keys),
+        "Direct built-in clothing reroll should keep non-clothing row fields stable",
+    )
+    _expect(
+        (
+            direct_locked.get("clothing_mode"),
+            direct_locked.get("prompt"),
+            direct_locked.get("caption"),
+        )
+        != (
+            direct_clothing_reroll.get("clothing_mode"),
+            direct_clothing_reroll.get("prompt"),
+            direct_clothing_reroll.get("caption"),
+        ),
+        "Direct built-in clothing reroll should change clothing mode or clothing text",
+    )
     auto_args = dict(
         row_number=2,
         start_index=41,
@@ -5820,6 +5887,8 @@ def smoke_category_subcategory_matrix() -> None:
             _expect(isinstance(row.get("position_keys"), list), f"{name}.position_keys missing")
             _expect(isinstance(row.get("item_template_metadata"), dict), f"{name}.item_template_metadata missing")
             _expect(row.get("item_template_metadata"), f"{name}.item_template_metadata should not be empty")
+        elif row_category_route.is_clothing_content_category(category, subcategory):
+            _expect(row.get("content_seed_axis") == "clothing", f"{name}.content_seed_axis should be clothing")
         else:
             _expect(row.get("content_seed_axis") == "content", f"{name}.content_seed_axis should be content")
 
@@ -13902,6 +13971,10 @@ def smoke_node_utility_registration() -> None:
     seed_control = sxcp_nodes.NODE_CLASS_MAPPINGS["SxCPSeedControl"]
     seed_inputs = seed_control.INPUT_TYPES().get("required") or {}
     _expect("category_seed_mode" in seed_inputs, "Seed Control lost category seed mode input")
+    _expect("clothing_seed_mode" in seed_inputs, "Seed Control lost clothing seed mode input")
+    _expect("clothing_seed" in seed_inputs, "Seed Control lost clothing seed input")
+    seed_control_js = (ROOT / "web" / "seed_control.js").read_text(encoding="utf-8")
+    _expect('"clothing"' in seed_control_js, "Seed Control frontend random-lock axes should include clothing")
     _expect("tooltip" in seed_inputs["category_seed_mode"][1], "Seed Control tooltip injection missing")
     _expect(seed_control.RETURN_NAMES == ("seed_config", "summary"), "Seed Control lost visible summary output")
     category_seed_tooltip = node_tooltips._tooltip_for_input("SxCPSeedControl", "category_seed_mode")
@@ -13910,6 +13983,8 @@ def smoke_node_utility_registration() -> None:
         and "field value stays unchanged" in category_seed_tooltip,
         "Node tooltip policy lost Seed Control override",
     )
+    clothing_seed_tooltip = node_tooltips._tooltip_for_input("SxCPSeedControl", "clothing_seed_mode")
+    _expect("clothing/outfit" in clothing_seed_tooltip, "Node tooltip policy lost Seed Control clothing override")
     _expect(
         "Autoscaling switch input" in node_tooltips._tooltip_for_input("SxCPIndexSwitch", "input_12"),
         "Node tooltip policy lost autoscaling input fallback",
@@ -13933,11 +14008,14 @@ def smoke_node_utility_registration() -> None:
         -1,
         "fixed",
         999,
+        "fixed",
+        222,
     )
     parsed_seed_control = json.loads(seed_control_config)
     _expect(parsed_seed_control.get("category_seed") == 0, "Seed Control fixed mode did not clamp negative seed")
     _expect(parsed_seed_control.get("subcategory_seed") == -1, "Seed Control follow_main mode should emit -1")
     _expect(int(parsed_seed_control.get("content_seed", -1)) >= 0, "Seed Control random mode did not emit resolved seed")
+    _expect(parsed_seed_control.get("clothing_seed") == 222, "Seed Control fixed clothing seed changed")
     _expect(parsed_seed_control.get("person_seed") == 123, "Seed Control auto mode did not preserve explicit value")
     _expect(parsed_seed_control.get("pose_seed") == 777, "Seed Control fixed mode did not preserve positive seed")
     _expect(parsed_seed_control.get("role_seed") == -1, "Seed Control follow_main role did not emit -1")
@@ -13948,6 +14026,34 @@ def smoke_node_utility_registration() -> None:
         f"content={parsed_seed_control['content_seed']}" in seed_control_summary,
         "Seed Control summary lost random resolved seed value",
     )
+    legacy_seed_control_config, _legacy_seed_control_summary = seed_control().build(
+        "fixed",
+        -1,
+        "follow_main",
+        -1,
+        "random",
+        -1,
+        "auto",
+        123,
+        "auto",
+        456,
+        "fixed",
+        777,
+        "follow_main",
+        888,
+        "auto",
+        321,
+        "fixed",
+        999,
+    )
+    legacy_seed_control = json.loads(legacy_seed_control_config)
+    _expect(legacy_seed_control.get("clothing_seed") == -1, "Legacy Seed Control call should leave clothing seed unset")
+    _expect(legacy_seed_control.get("person_seed") == 123, "Legacy Seed Control call shifted person seed")
+    _expect(legacy_seed_control.get("scene_seed") == 456, "Legacy Seed Control call shifted scene seed")
+    _expect(legacy_seed_control.get("pose_seed") == 777, "Legacy Seed Control call shifted pose seed")
+    _expect(legacy_seed_control.get("role_seed") == -1, "Legacy Seed Control call shifted role seed")
+    _expect(legacy_seed_control.get("expression_seed") == 321, "Legacy Seed Control call shifted expression seed")
+    _expect(legacy_seed_control.get("composition_seed") == 999, "Legacy Seed Control call shifted composition seed")
 
     seed_locker = sxcp_nodes.NODE_CLASS_MAPPINGS["SxCPSeedLocker"]
     locker_inputs = seed_locker.INPUT_TYPES().get("required") or {}
@@ -14098,6 +14204,11 @@ def smoke_seed_config_policy() -> None:
     _expect(pb.normalize_seed_mode("follow main") == "follow_main", "seed mode normalizer should accept spaced labels")
     _expect(pb.normalize_seed_mode("FOLLOW-MAIN") == "follow_main", "seed mode normalizer should accept hyphenated labels")
     _expect(pb.normalize_reroll_axis("content pose") == "content_pose", "reroll axis normalizer should accept spaced labels")
+    reroll_choices = pb.seed_reroll_axis_choices()
+    for expected_axis in ("clothing", "content_clothing", "clothing_pose"):
+        _expect(expected_axis in reroll_choices, f"seed reroll axis choices missing {expected_axis}")
+    _expect(pb.normalize_reroll_axis("clothing pose") == "clothing_pose", "reroll axis normalizer should accept clothing pose")
+    _expect(pb.normalize_reroll_axis("content clothing") == "content_clothing", "reroll axis normalizer should accept content clothing")
 
     fixed_config = json.loads(
         pb.build_seed_config_json(
@@ -14116,9 +14227,21 @@ def smoke_seed_config_policy() -> None:
     _expect(fixed_config["pose_seed"] == -1, "follow_main seed mode should emit unlocked axis")
     _expect(fixed_config["role_seed"] == 789, "auto seed mode should preserve numeric seed")
 
-    parsed = pb._parse_seed_config({"item_seed": "44", "pose_seed": "55", "bad": "nope"})
-    _expect(parsed == {"item_seed": 44, "pose_seed": 55}, "seed parser should keep integer-like values only")
+    parsed = pb._parse_seed_config({"item_seed": "44", "pose_seed": "55", "outfit_seed": "66", "bad": "nope"})
+    _expect(
+        parsed == {"item_seed": 44, "pose_seed": 55, "outfit_seed": 66},
+        "seed parser should keep integer-like values only",
+    )
     _expect(pb._configured_axis_seed(parsed, "content") == 44, "content axis should honor item_seed alias")
+    _expect(pb._configured_axis_seed(parsed, "clothing") == 66, "clothing axis should honor outfit_seed alias")
+    _expect(
+        pb._configured_axis_seed({"content_seed": 77}, "clothing") == 77,
+        "clothing axis should keep content_seed as a legacy fallback",
+    )
+    _expect(
+        pb._configured_axis_seed({"content_seed": 77, "clothing_seed": 88}, "clothing") == 88,
+        "clothing_seed should override legacy content_seed fallback",
+    )
     _expect(pb._configured_axis_seed(parsed, "role") == 55, "role axis should honor pose seed alias")
     _expect(
         seed_config.configured_seed_from_axes({"camera_seed": "88", "content_seed": "99"}, ("composition", "content")) == 88,
@@ -14133,9 +14256,30 @@ def smoke_seed_config_policy() -> None:
     _expect(locked["content_seed"] == 999, "content_pose reroll should alter content seed")
     _expect(locked["pose_seed"] == 999 and locked["role_seed"] == 999, "content_pose reroll should alter pose and role seeds")
     _expect(locked["scene_seed"] == 100, "content_pose reroll should leave scene locked")
-    axis_trace = seed_config.axis_seed_trace({"content_seed": 44}, 99, 3, axes=("content", "scene"))
+    clothing_locked = json.loads(pb.build_seed_lock_config_json(base_seed=100, reroll_axis="clothing", reroll_seed=777))
+    _expect(clothing_locked["clothing_seed"] == 777, "clothing reroll should alter clothing seed")
+    _expect(clothing_locked["content_seed"] == 100, "clothing reroll should leave content locked")
+    _expect(clothing_locked["pose_seed"] == 100 and clothing_locked["role_seed"] == 100, "clothing reroll should leave pose and role locked")
+
+    content_clothing_locked = json.loads(
+        pb.build_seed_lock_config_json(base_seed=100, reroll_axis="content_clothing", reroll_seed=778)
+    )
+    _expect(content_clothing_locked["content_seed"] == 778, "content_clothing reroll should alter content seed")
+    _expect(content_clothing_locked["clothing_seed"] == 778, "content_clothing reroll should alter clothing seed")
+    _expect(content_clothing_locked["pose_seed"] == 100, "content_clothing reroll should leave pose locked")
+
+    clothing_pose_locked = json.loads(pb.build_seed_lock_config_json(base_seed=100, reroll_axis="clothing_pose", reroll_seed=779))
+    _expect(clothing_pose_locked["clothing_seed"] == 779, "clothing_pose reroll should alter clothing seed")
+    _expect(clothing_pose_locked["pose_seed"] == 779 and clothing_pose_locked["role_seed"] == 779, "clothing_pose reroll should alter pose and role seeds")
+    _expect(clothing_pose_locked["content_seed"] == 100, "clothing_pose reroll should leave content locked")
+
+    content_pose_locked = json.loads(pb.build_seed_lock_config_json(base_seed=100, reroll_axis="content_pose", reroll_seed=780))
+    _expect(content_pose_locked["clothing_seed"] == 100, "content_pose reroll should not alter clothing seed")
+    axis_trace = seed_config.axis_seed_trace({"content_seed": 44, "clothing_seed": 66}, 99, 3, axes=("content", "clothing", "scene"))
     _expect(axis_trace["content"]["source"] == "configured", "Seed axis trace lost configured source")
     _expect(axis_trace["content"]["seed"] == 44, "Seed axis trace lost configured seed")
+    _expect(axis_trace["clothing"]["source"] == "configured", "Seed axis trace lost clothing configured source")
+    _expect(axis_trace["clothing"]["seed"] == 66, "Seed axis trace lost configured clothing seed")
     _expect(axis_trace["scene"]["source"] == "main", "Seed axis trace lost main source")
     _expect(axis_trace["scene"]["seed"] == 99, "Seed axis trace lost main seed")
     _expect(
@@ -14261,6 +14405,261 @@ def smoke_seed_config_policy() -> None:
             break
     _expect(pose_changed, "pose reroll should change pose/action metadata while cast and scene stay locked")
 
+    clothing_axis_seed = 42001
+
+    auto_weighted_seeded = _prompt_row(
+        name="seed_config_policy_auto_weighted_seed_config",
+        category="auto_weighted",
+        subcategory="random",
+        seed=clothing_axis_seed,
+        seed_config=pb.build_seed_lock_config_json(base_seed=clothing_axis_seed),
+        women_count=1,
+        men_count=0,
+    )
+    _expect(auto_weighted_seeded.get("source") == "built_in_generator", "auto_weighted prompt with seed_config should build")
+
+    def direct_builtin_woman(seed_config_value: str | dict[str, Any], *, name: str) -> dict[str, Any]:
+        return _prompt_row(
+            name=name,
+            category="woman",
+            subcategory="random",
+            seed=43001,
+            seed_config=seed_config_value,
+            clothing="full",
+            poses="standard",
+            minimal_clothing_ratio=-1,
+            standard_pose_ratio=-1,
+            women_count=1,
+            men_count=0,
+        )
+
+    direct_builtin_locked = direct_builtin_woman(
+        pb.build_seed_lock_config_json(base_seed=43001),
+        name="seed_config_policy_direct_builtin_locked",
+    )
+    direct_builtin_clothing_reroll = direct_builtin_woman(
+        pb.build_seed_lock_config_json(base_seed=43001, reroll_axis="clothing", reroll_seed=43002),
+        name="seed_config_policy_direct_builtin_clothing_reroll",
+    )
+    direct_builtin_stable_fields = ("primary_subject", "age_band", "body_type", "scene", "composition", "pose_mode")
+    _expect(
+        tuple(direct_builtin_locked.get(key) for key in direct_builtin_stable_fields)
+        == tuple(direct_builtin_clothing_reroll.get(key) for key in direct_builtin_stable_fields),
+        "Prompt-level direct built-in clothing reroll should keep non-clothing fields stable",
+    )
+    _expect(
+        (
+            direct_builtin_locked.get("prompt"),
+            direct_builtin_locked.get("caption"),
+        )
+        != (
+            direct_builtin_clothing_reroll.get("prompt"),
+            direct_builtin_clothing_reroll.get("caption"),
+        ),
+        "Prompt-level direct built-in clothing reroll should change clothing text",
+    )
+
+    def clothing_category_row(seed_config_value: str | dict[str, Any], *, name: str = "seed_config_policy_clothing_axis") -> dict[str, Any]:
+        return pb.build_prompt(
+            category="Casual clothes",
+            subcategory="Casual clothes / Streetwear",
+            row_number=1,
+            start_index=1,
+            seed=clothing_axis_seed,
+            clothing="random",
+            ethnicity="any",
+            poses="standard",
+            backside_bias=0.0,
+            figure="curvy",
+            no_plus_women=False,
+            no_black=False,
+            minimal_clothing_ratio=0.5,
+            standard_pose_ratio=-1,
+            trigger=Trigger,
+            prepend_trigger_to_prompt=True,
+            extra_positive="",
+            extra_negative="",
+            seed_config=seed_config_value,
+            women_count=1,
+            men_count=0,
+            expression_enabled=True,
+            expression_intensity=0.6,
+        )
+
+    def clothing_trace(row: dict[str, Any]) -> str:
+        trace = row.get("generation_trace") if isinstance(row.get("generation_trace"), dict) else {}
+        return str(trace.get("clothing") or "")
+
+    clothing_locked_row = clothing_category_row(pb.build_seed_lock_config_json(base_seed=clothing_axis_seed))
+    content_pose_row = clothing_category_row(
+        pb.build_seed_lock_config_json(
+            base_seed=clothing_axis_seed,
+            reroll_axis="content_pose",
+            reroll_seed=clothing_axis_seed + 2,
+        ),
+        name="seed_config_policy_content_pose_locked_clothing",
+    )
+    clothing_stable_fields = ("item", "scene_text", "subject_phrase")
+    _expect(
+        tuple(clothing_locked_row.get(key) for key in clothing_stable_fields)
+        == tuple(content_pose_row.get(key) for key in clothing_stable_fields),
+        "content_pose reroll should keep clothing-category item, scene, and subject stable when clothing is locked",
+    )
+    _expect(
+        clothing_trace(clothing_locked_row) == clothing_trace(content_pose_row),
+        "content_pose reroll should not change prompt clothing mode when clothing seed is locked",
+    )
+
+    clothing_reroll_row = clothing_category_row(
+        pb.build_seed_lock_config_json(
+            base_seed=clothing_axis_seed,
+            reroll_axis="clothing",
+            reroll_seed=clothing_axis_seed + 2,
+        ),
+        name="seed_config_policy_clothing_reroll",
+    )
+    _expect(
+        tuple(clothing_locked_row.get(key) for key in ("scene_text", "pose", "subject_phrase"))
+        == tuple(clothing_reroll_row.get(key) for key in ("scene_text", "pose", "subject_phrase")),
+        "clothing reroll should keep scene, pose, and subject stable",
+    )
+    _expect(
+        (
+            clothing_trace(clothing_locked_row),
+            clothing_locked_row.get("item"),
+        )
+        != (
+            clothing_trace(clothing_reroll_row),
+            clothing_reroll_row.get("item"),
+        ),
+        "clothing reroll should change clothing mode or outfit text",
+    )
+
+    content_clothing_row = clothing_category_row(
+        pb.build_seed_lock_config_json(
+            base_seed=clothing_axis_seed,
+            reroll_axis="content_clothing",
+            reroll_seed=clothing_axis_seed + 2,
+        ),
+        name="seed_config_policy_content_clothing_reroll",
+    )
+    _expect(
+        clothing_trace(clothing_locked_row) != clothing_trace(content_clothing_row),
+        "content_clothing reroll should change prompt clothing mode for clothing categories",
+    )
+    _expect(
+        clothing_locked_row.get("item") != content_clothing_row.get("item"),
+        "content_clothing reroll should change outfit text for clothing categories",
+    )
+
+    outfit_alias_config = seed_config.parse_seed_config(pb.build_seed_lock_config_json(base_seed=clothing_axis_seed))
+    outfit_alias_config.pop("clothing_seed", None)
+    outfit_alias_config["content_seed"] = clothing_axis_seed
+    outfit_alias_config["outfit_seed"] = clothing_axis_seed + 2
+    outfit_alias_row = clothing_category_row(outfit_alias_config, name="seed_config_policy_outfit_alias")
+    _expect(
+        clothing_trace(outfit_alias_row) == clothing_trace(clothing_reroll_row),
+        "outfit_seed alias should drive prompt clothing mode ahead of content_seed",
+    )
+    _expect(
+        outfit_alias_row.get("item") == clothing_reroll_row.get("item"),
+        "outfit_seed alias should drive clothing-category outfit text ahead of content_seed",
+    )
+
+    def pair_row_outfit(seed_config_value: dict[str, int]) -> str:
+        route = pair_rows.build_insta_pair_rows_result(
+            row_number=1,
+            start_index=1,
+            seed=clothing_axis_seed,
+            active_trigger=Trigger,
+            parsed_seed_config=seed_config_value,
+            options={
+                "softcore_cast": "solo",
+                "softcore_expression_enabled": False,
+                "softcore_expression_intensity": 0.5,
+                "hardcore_expression_enabled": False,
+                "hardcore_expression_intensity": 0.5,
+                "hardcore_detail_density": "standard",
+            },
+            ethnicity="any",
+            figure="curvy",
+            no_plus_women=False,
+            no_black=False,
+            character_profile="",
+            character_cast="",
+            character_slot_map={},
+            pov_character_labels=[],
+            hard_women_count=1,
+            hard_men_count=1,
+            soft_category="Casual clothes",
+            soft_subcategory="Casual clothes / Streetwear",
+            softcore_level_key="suggestive",
+            hardcore_random_subcategory="Penetrative sex",
+            hardcore_position_config="",
+            location_config="",
+            composition_config="",
+            build_prompt=lambda **kwargs: {"prompt": "", "negative_prompt": "", "caption": ""},
+            axis_rng=seed_config.axis_rng,
+            cast_expression_intensity_override=lambda *_args: (None, "disabled"),
+            context_from_character_slot=lambda *_args: {},
+            apply_character_context_to_row=lambda row, _context: row,
+            disable_row_expression=lambda row, _source: row,
+            slot_softcore_outfit=lambda _slot, _rng: "",
+            softcore_outfit=lambda rng, _level: f"outfit-{rng.randint(1, 1000000)}",
+            softcore_pose=lambda rng, _level: f"pose-{rng.randint(1, 1000000)}",
+            softcore_item_prompt_label=lambda _level: "outfit",
+            pov_prompt_directive=lambda _labels: "",
+            pov_composition_prompt=lambda composition, _labels: str(composition),
+        )
+        return str(route.soft_row.get("item") or "")
+
+    pair_base_config = seed_config.parse_seed_config(pb.build_seed_lock_config_json(base_seed=clothing_axis_seed))
+    pair_content_reroll_config = seed_config.parse_seed_config(
+        pb.build_seed_lock_config_json(
+            base_seed=clothing_axis_seed,
+            reroll_axis="content",
+            reroll_seed=clothing_axis_seed + 4,
+        )
+    )
+    pair_clothing_reroll_config = seed_config.parse_seed_config(
+        pb.build_seed_lock_config_json(
+            base_seed=clothing_axis_seed,
+            reroll_axis="clothing",
+            reroll_seed=clothing_axis_seed + 4,
+        )
+    )
+    _expect(
+        pair_row_outfit(pair_base_config) == pair_row_outfit(pair_content_reroll_config),
+        "Pair softcore primary outfit should stay stable across content reroll when clothing is locked",
+    )
+    _expect(
+        pair_row_outfit(pair_base_config) != pair_row_outfit(pair_clothing_reroll_config),
+        "Pair softcore primary outfit should follow clothing reroll",
+    )
+
+    def partner_outfits(seed_config_value: dict[str, int]) -> list[str]:
+        return pair_cast.softcore_partner_styling(
+            seed_config=seed_config_value,
+            seed=clothing_axis_seed,
+            row_number=1,
+            women_count=2,
+            men_count=1,
+            pov_labels=[],
+            label_map={},
+            axis_rng=seed_config.axis_rng,
+            choose=lambda rng, values: values[rng.randrange(len(values))],
+            slot_softcore_outfit=lambda _slot, _rng: "",
+        )["outfits"]
+
+    _expect(
+        partner_outfits(pair_base_config) == partner_outfits(pair_content_reroll_config),
+        "Pair partner outfits should stay stable across content reroll when clothing is locked",
+    )
+    _expect(
+        partner_outfits(pair_base_config) != partner_outfits(pair_clothing_reroll_config),
+        "Pair partner outfits should follow clothing reroll",
+    )
+
 
 def smoke_prompt_route_simulation_policy() -> None:
     report = prompt_route_simulation.run_simulation(seed=3901, include_prompts=False)
@@ -14355,7 +14754,7 @@ def smoke_prompt_route_simulation_policy() -> None:
         "pair_seed.locked_determinism",
         "pair_seed.person_reroll",
         "pair_seed.scene_reroll",
-        "pair_seed.content_reroll",
+        "pair_seed.clothing_reroll",
         "pair_seed.pose_reroll",
         "pair_seed.expression_reroll",
         "pair_seed.composition_reroll",
@@ -14370,15 +14769,15 @@ def smoke_prompt_route_simulation_policy() -> None:
     for check_name in (
         "pair_seed.person_reroll",
         "pair_seed.scene_reroll",
-        "pair_seed.content_reroll",
+        "pair_seed.clothing_reroll",
         "pair_seed.pose_reroll",
         "pair_seed.expression_reroll",
         "pair_seed.composition_reroll",
     ):
         _expect(pair_seed_checks[check_name].get("changed") is True, f"{check_name} should prove its axis can reroll")
     _expect(
-        pair_seed_checks["pair_seed.content_reroll"].get("changed") is True,
-        "Pair content reroll should prove soft outfit/content can reroll while hard action stays locked",
+        pair_seed_checks["pair_seed.clothing_reroll"].get("changed") is True,
+        "Pair clothing reroll should prove soft outfit can reroll while hard action stays locked",
     )
     _expect(
         pair_seed_checks["pair_seed.pose_reroll"].get("changed") is True,
@@ -16077,7 +16476,7 @@ def smoke_node_scene_chain_registration() -> None:
         -1,
     )
     seed_fixture_scene = scene
-    wardrobe_seed_options = nodes["SxCPSceneLayerSeedOptions"]().build("wardrobe", "fixed", 9981, "content", "same_for_all_rows", "replace_layer")[0]
+    wardrobe_seed_options = nodes["SxCPSceneLayerSeedOptions"]().build("wardrobe", "fixed", 9981, "clothing", "same_for_all_rows", "replace_layer")[0]
     wardrobe_options = nodes["SxCPSceneWardrobeOptions"]().build(
         "replace",
         "woman",
@@ -16106,7 +16505,34 @@ def smoke_node_scene_chain_registration() -> None:
     woman_slot = next(slot for slot in slots if slot.get("subject_type") == "woman")
     _expect(woman_slot.get("softcore_outfit") == "simple black dress", "Scene Wardrobe did not update softcore outfit")
     _expect(woman_slot.get("hardcore_clothing") == "fully nude", "Scene Wardrobe did not update hardcore clothing")
-    _expect(json.loads(scene).get("seed_trace", {}).get("wardrobe", {}).get("seed") == 9981, "Scene Wardrobe seed options did not write seed trace")
+    wardrobe_trace = json.loads(scene).get("seed_trace", {}).get("wardrobe", {})
+    _expect(wardrobe_trace.get("seed") == 9981, "Scene Wardrobe seed options did not write seed trace")
+    _expect(wardrobe_trace.get("axes") == ["clothing"], "Scene Wardrobe seed options should write clothing trace axes")
+    wardrobe_default_seed_options = nodes["SxCPSceneLayerSeedOptions"]().build(
+        "wardrobe",
+        "fixed",
+        9982,
+        "none",
+        "same_for_all_rows",
+        "replace_layer",
+    )[0]
+    wardrobe_default_scene = nodes["SxCPSceneWardrobe"]().build(
+        seed_fixture_scene,
+        True,
+        "woman",
+        "A",
+        "full",
+        "simple black dress",
+        "fully nude",
+        "",
+        wardrobe_options=wardrobe_options,
+        seed_options=wardrobe_default_seed_options,
+    )[0]
+    wardrobe_default_trace = json.loads(wardrobe_default_scene).get("seed_trace", {}).get("wardrobe", {})
+    _expect(
+        wardrobe_default_trace.get("axes") == ["clothing"],
+        "Scene Wardrobe default seed axis should resolve to clothing",
+    )
 
     location_options = nodes["SxCPSceneLocationLayoutOptions"]().build(
         "replace",
@@ -16225,32 +16651,14 @@ def smoke_node_scene_chain_registration() -> None:
         hard_trace_axes.get("pose", {}).get("seed") == 7799,
         "Scene Pair Output generation trace did not use hardcore branch pose seed",
     )
-    soft_content_seed_options = nodes["SxCPSceneLayerSeedOptions"]().build(
+    soft_clothing_seed_options = nodes["SxCPSceneLayerSeedOptions"]().build(
         "softcore_branch",
         "fixed",
         6679,
-        "content",
+        "clothing",
         "same_for_all_rows",
         "replace_layer",
     )[0]
-    seeded_soft_scene, seeded_hard_scene, _summary, _metadata = nodes["SxCPSceneBranchPair"]().build(
-        seed_fixture_scene,
-        "same_creator_same_room",
-        "hybrid",
-        branch_options=branch_options,
-    )
-    seeded_soft_scene = nodes["SxCPSoftcoreBranchOptions"]().build(
-        seeded_soft_scene,
-        "same_as_hardcore",
-        "lingerie_tease",
-        True,
-        0.45,
-        "from_camera_config",
-        "compact",
-        "",
-        branch_options=branch_options,
-        seed_options=soft_content_seed_options,
-    )[0]
     default_hardcore_continuity = (
         nodes["SxCPHardcoreBranchOptions"].INPUT_TYPES()
         .get("required", {})
@@ -16261,28 +16669,76 @@ def smoke_node_scene_chain_registration() -> None:
         default_hardcore_continuity == "partially_removed",
         "Hardcore Branch Options default should inherit softcore outfit continuity",
     )
-    seeded_hard_scene = nodes["SxCPHardcoreBranchOptions"]().build(
-        seeded_hard_scene,
-        "couple",
-        1,
-        1,
-        "hardcore",
-        True,
-        0.85,
-        default_hardcore_continuity,
-        "from_camera_config",
-        "compact",
-        "balanced",
-        "",
-        branch_options=branch_options,
-    )[0]
-    seeded_pair = json.loads(nodes["SxCPScenePairOutput"]().build(seeded_soft_scene, seeded_hard_scene)[7])
+
+    def _soft_clothing_pair(clothing_seed: int, seed_options: str | None = None) -> dict[str, Any]:
+        soft_seed_options = seed_options or nodes["SxCPSceneLayerSeedOptions"]().build(
+            "softcore_branch",
+            "fixed",
+            clothing_seed,
+            "clothing",
+            "same_for_all_rows",
+            "replace_layer",
+        )[0]
+        seeded_soft_scene, seeded_hard_scene, _summary, _metadata = nodes["SxCPSceneBranchPair"]().build(
+            seed_fixture_scene,
+            "same_creator_same_room",
+            "hybrid",
+            branch_options=branch_options,
+        )
+        seeded_soft_scene = nodes["SxCPSoftcoreBranchOptions"]().build(
+            seeded_soft_scene,
+            "same_as_hardcore",
+            "lingerie_tease",
+            True,
+            0.45,
+            "from_camera_config",
+            "compact",
+            "",
+            branch_options=branch_options,
+            seed_options=soft_seed_options,
+        )[0]
+        seeded_hard_scene = nodes["SxCPHardcoreBranchOptions"]().build(
+            seeded_hard_scene,
+            "couple",
+            1,
+            1,
+            "hardcore",
+            True,
+            0.85,
+            default_hardcore_continuity,
+            "from_camera_config",
+            "compact",
+            "balanced",
+            "",
+            branch_options=branch_options,
+        )[0]
+        return json.loads(nodes["SxCPScenePairOutput"]().build(seeded_soft_scene, seeded_hard_scene)[7])
+
+    seeded_pair = _soft_clothing_pair(6679, soft_clothing_seed_options)
     seeded_soft_item = str(seeded_pair.get("softcore_row", {}).get("item") or "").lower()
     seeded_hard_clothing = str(seeded_pair.get("hardcore_clothing_state") or "").lower()
     seeded_hard_prompt = str(seeded_pair.get("hardcore_prompt") or "").lower()
+    seeded_soft_seed_config = (
+        seeded_pair.get("softcore_row", {}).get("seed_config")
+        if isinstance(seeded_pair.get("softcore_row"), dict)
+        else {}
+    )
+    seeded_trace = seeded_pair.get("scene_chain", {}).get("softcore", {}).get("seed_trace", {}).get("softcore.softcore_branch", {})
+    _expect(
+        seeded_soft_seed_config.get("clothing_seed") == 6679,
+        "Scene softcore branch clothing seed did not reach softcore row clothing_seed",
+    )
+    _expect(
+        seeded_soft_seed_config.get("content_seed") != 6679,
+        "Scene softcore branch clothing seed should not write softcore row content_seed",
+    )
+    _expect(
+        seeded_trace.get("axes") == ["clothing"],
+        "Scene softcore branch clothing seed should write clothing trace axes",
+    )
     _expect(
         "black lace lingerie" in seeded_soft_item,
-        "Scene softcore branch content seed fixture no longer selects the expected outfit",
+        "Scene softcore branch clothing seed fixture no longer selects the expected outfit",
     )
     _expect(
         "black lace lingerie" in seeded_hard_clothing,
@@ -16292,6 +16748,46 @@ def smoke_node_scene_chain_registration() -> None:
         "black lace lingerie" in seeded_hard_prompt,
         "Hardcore prompt text did not include the softcore-branch seeded woman outfit",
     )
+    soft_clothing_pairs = [_soft_clothing_pair(seed) for seed in (6677, 6678, 6679, 6680)]
+    soft_clothing_items = {pair.get("softcore_row", {}).get("item") for pair in soft_clothing_pairs}
+    soft_clothing_poses = {pair.get("softcore_row", {}).get("pose") for pair in soft_clothing_pairs}
+    inherited_hard_clothing = {pair.get("hardcore_clothing_state") for pair in soft_clothing_pairs}
+    _expect(len(soft_clothing_items) > 1, "Softcore branch clothing reroll did not change softcore outfit")
+    _expect(len(inherited_hard_clothing) > 1, "Softcore branch clothing reroll did not change inherited hard clothing state")
+    _expect(len(soft_clothing_poses) == 1, "Softcore branch clothing reroll should keep softcore pose stable")
+    soft_default_seed_options = nodes["SxCPSceneLayerSeedOptions"]().build(
+        "softcore_branch",
+        "fixed",
+        6681,
+        "none",
+        "same_for_all_rows",
+        "replace_layer",
+    )[0]
+    soft_default_pair = _soft_clothing_pair(6681, soft_default_seed_options)
+    soft_default_trace = (
+        soft_default_pair.get("scene_chain", {}).get("softcore", {}).get("seed_trace", {}).get("softcore.softcore_branch", {})
+    )
+    soft_default_seed_config = (
+        soft_default_pair.get("softcore_row", {}).get("seed_config")
+        if isinstance(soft_default_pair.get("softcore_row"), dict)
+        else {}
+    )
+    _expect(
+        soft_default_trace.get("axes") == ["clothing", "pose", "role"],
+        "Scene softcore branch default seed axes should resolve to clothing, pose, and role",
+    )
+    _expect(
+        soft_default_seed_config.get("clothing_seed") == 6681,
+        "Scene softcore branch default seed axis did not write clothing_seed",
+    )
+    _expect(
+        soft_default_seed_config.get("pose_seed") == 6681 and soft_default_seed_config.get("role_seed") == 6681,
+        "Scene softcore branch default seed axis did not write pose and role seeds",
+    )
+    _expect(
+        soft_default_seed_config.get("content_seed") != 6681,
+        "Scene softcore branch default seed axis should not write content_seed",
+    )
     content_pose_seed_options = nodes["SxCPSceneLayerSeedOptions"]().build(
         "hardcore_branch",
         "fixed",
@@ -16353,6 +16849,10 @@ def smoke_node_scene_chain_registration() -> None:
         content_hard_seed_config.get("content_seed") == 8899,
         "Hardcore branch content_pose reroll did not reach hardcore content seed",
     )
+    _expect(
+        content_hard_seed_config.get("clothing_seed") != 8899,
+        "Hardcore branch content_pose reroll should not write clothing_seed",
+    )
     _expect(
         content_hard_seed_config.get("pose_seed") == 8899 and content_hard_seed_config.get("role_seed") == 8899,
         "Hardcore branch content_pose reroll did not reach hardcore pose and role seeds",

web/seed_control.js

@@ -12,6 +12,7 @@ const SEED_AXES = [
     "role",
     "expression",
     "composition",
+    "clothing",
 ];
 
 function widget(node, name) {