diff --git a/README.md b/README.md
index dc3d77a..a2f4687 100644
--- a/README.md
+++ b/README.md
@@ -746,7 +746,7 @@ Example:
       "slug": "casual_clothes",
       "subject_type": "woman",
       "item_label": "Clothing",
-      "style": "tasteful adult fashion-editorial scene",
+      "style": "realistic casual social-feed photo with everyday styling",
       "subcategories": [
         {
           "name": "Streetwear",
diff --git a/categories/default_categories.json b/categories/default_categories.json
index 5b9fa8e..69e3ea1 100644
--- a/categories/default_categories.json
+++ b/categories/default_categories.json
@@ -7,8 +7,8 @@
       "weight": 1.0,
       "subject_type": "woman",
       "item_label": "Clothing",
-      "style": "tasteful adult fashion-editorial scene with casual everyday styling",
-      "positive_suffix": "Use readable full outfits, clear fabric texture, natural light, coherent anatomy, and polished styling detail.",
+      "style": "realistic casual social-feed photo with everyday styling",
+      "positive_suffix": "Complete outfit visibility, clear fabric texture, natural light, coherent anatomy, and polished casual detail.",
       "expression_pools": ["casual_observational_expressions"],
       "composition_pools": ["casual_fashion_compositions"],
       "subcategories": [
@@ -833,8 +833,8 @@
       "weight": 1.0,
       "subject_type": "man",
       "item_label": "Clothing",
-      "style": "tasteful adult menswear fashion-editorial scene with casual everyday styling",
-      "positive_suffix": "Use readable full outfits, structured fabric texture, natural light, coherent anatomy, and polished styling detail.",
+      "style": "realistic casual menswear social-feed photo with everyday styling",
+      "positive_suffix": "Complete outfit visibility, structured fabric texture, natural light, coherent anatomy, and polished casual detail.",
       "expression_pools": ["men_casual_expressions"],
       "composition_pools": ["men_casual_compositions"],
       "subcategories": [
@@ -1285,8 +1285,8 @@
       "weight": 1.0,
       "subject_type": "couple",
       "item_label": "Clothing",
-      "style": "tasteful adult couple fashion-editorial scene with coordinated casual styling",
-      "positive_suffix": "Use readable coordinated outfits, clear fabric texture, warm natural light, coherent body placement, and polished styling detail.",
+      "style": "realistic casual couple social-feed photo with coordinated styling",
+      "positive_suffix": "Complete coordinated outfits, clear fabric texture, warm natural light, coherent body placement, and polished casual detail.",
       "expression_pools": ["couple_casual_expressions"],
       "composition_pools": ["couple_casual_compositions"],
       "subcategories": [