diff --git a/optimized/image-edit/flux2klein-9b-character-sheet-4view/README.md b/optimized/image-edit/flux2klein-9b-character-sheet-4view/README.md
index feefda1..28eb140 100644
--- a/optimized/image-edit/flux2klein-9b-character-sheet-4view/README.md
+++ b/optimized/image-edit/flux2klein-9b-character-sheet-4view/README.md
@@ -1,6 +1,6 @@
 # Flux.2 Klein — four-view character sheet
 
-Uses the photorealistic character edit output as a reference and produces a landscape sheet with front, left-profile, right-profile, and back views.
+Uses any supplied reference image as the authoritative source and produces a landscape sheet with front, left-profile, right-profile, and back views. The prompt is generic and does not assume gender, clothing, subject style, or rendering medium.
 
 - Reference input: `photoreal_character_reference.png`
 - Resolution: 1920×1080
diff --git a/optimized/image-edit/flux2klein-9b-character-sheet-4view/ui-workflow.json b/optimized/image-edit/flux2klein-9b-character-sheet-4view/ui-workflow.json
index 42b7229..03ebdd5 100644
--- a/optimized/image-edit/flux2klein-9b-character-sheet-4view/ui-workflow.json
+++ b/optimized/image-edit/flux2klein-9b-character-sheet-4view/ui-workflow.json
@@ -286,7 +286,7 @@
         "Node name for S&R": "CLIPTextEncode"
       },
       "widgets_values": [
-        "Use the provided photorealistic character image as the exact identity and wardrobe reference. Create a professional full-body character reference sheet of the same adult male character: preserve his face, skin tone, goatee, round sunglasses, backward purple-and-green baseball cap, gold hoop earring, layered gold chains, purple satin bomber jacket, white graphic T-shirt, loose olive cargo pants, white socks, purple-white sneakers, body proportions and clothing details exactly. Neutral light gray studio background, even soft photographic lighting, consistent scale, head-to-toe framing, realistic anatomy, natural hands, clean fashion-reference presentation, no logos, no readable text, no watermarks. Arrange exactly four separate full-body views horizontally in one landscape sheet: front-facing view, left side profile, right side profile, and rear-facing back view. Keep every panel equally sized and aligned, with no borders, labels, or extra people."
+        "Use the provided reference image as the authoritative visual source. Create a professional multi-view reference sheet of the same subject. Infer the subject's identity, presentation, anatomy, proportions, facial features, hair, clothing or surface design, accessories, colors, materials, markings, pose, and every important visible detail directly from the reference image, regardless of the source image's gender, style, medium, or level of realism. Preserve those inferred attributes consistently across all views. Arrange exactly four equally sized full-subject views horizontally in one clean landscape sheet: front view, left side view, right side view, and back view. Use a neutral studio background, even soft lighting, consistent scale and alignment, realistic coherent anatomy or structure, natural hands when applicable, no extra subjects, no borders, no labels, no logos, no readable text, and no watermark. Do not redesign, simplify, gender-swap, restyle, or add or remove important features."
       ]
     },
     {
diff --git a/optimized/image-edit/flux2klein-9b-character-sheet-4view/workflow.json b/optimized/image-edit/flux2klein-9b-character-sheet-4view/workflow.json
index c9ee723..248a20e 100644
--- a/optimized/image-edit/flux2klein-9b-character-sheet-4view/workflow.json
+++ b/optimized/image-edit/flux2klein-9b-character-sheet-4view/workflow.json
@@ -123,7 +123,7 @@
   "74": {
     "class_type": "CLIPTextEncode",
     "inputs": {
-      "text": "Use the provided photorealistic character image as the exact identity and wardrobe reference. Create a professional full-body character reference sheet of the same adult male character: preserve his face, skin tone, goatee, round sunglasses, backward purple-and-green baseball cap, gold hoop earring, layered gold chains, purple satin bomber jacket, white graphic T-shirt, loose olive cargo pants, white socks, purple-white sneakers, body proportions and clothing details exactly. Neutral light gray studio background, even soft photographic lighting, consistent scale, head-to-toe framing, realistic anatomy, natural hands, clean fashion-reference presentation, no logos, no readable text, no watermarks. Arrange exactly four separate full-body views horizontally in one landscape sheet: front-facing view, left side profile, right side profile, and rear-facing back view. Keep every panel equally sized and aligned, with no borders, labels, or extra people.",
+      "text": "Use the provided reference image as the authoritative visual source. Create a professional multi-view reference sheet of the same subject. Infer the subject's identity, presentation, anatomy, proportions, facial features, hair, clothing or surface design, accessories, colors, materials, markings, pose, and every important visible detail directly from the reference image, regardless of the source image's gender, style, medium, or level of realism. Preserve those inferred attributes consistently across all views. Arrange exactly four equally sized full-subject views horizontally in one clean landscape sheet: front view, left side view, right side view, and back view. Use a neutral studio background, even soft lighting, consistent scale and alignment, realistic coherent anatomy or structure, natural hands when applicable, no extra subjects, no borders, no labels, no logos, no readable text, and no watermark. Do not redesign, simplify, gender-swap, restyle, or add or remove important features.",
       "clip": [
         "71",
         0