From 6487b00655e05dc7e1ae46f020e8fabbeac42fe3 Mon Sep 17 00:00:00 2001
From: Bryce <bryce@brycecovertoperations.com>
Date: Fri, 27 Mar 2026 08:14:33 -0700
Subject: [PATCH] new images

---
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 asset-work/generate_all_captions_combo.py     | 187 ++++
 asset-work/generate_all_captions_klein.py     | 149 +++
 asset-work/generate_from_caption_combo.py     | 229 +++++
 asset-work/generate_from_caption_klein.py     | 274 ++++++
 asset-work/generate_multiple_combo.py         | 243 +++++
 asset-work/generate_multiple_klein.py         | 257 ++++++
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diff --git a/asset-work/generate_all_captions_combo.py b/asset-work/generate_all_captions_combo.py
new file mode 100755
index 0000000..40d5284
--- /dev/null
+++ b/asset-work/generate_all_captions_combo.py
@@ -0,0 +1,187 @@
+#!/usr/bin/env python3
+"""Generate combo images from all kq4-decompile visual images that have captions."""
+
+import subprocess
+import sys
+import os
+import re
+import argparse
+from pathlib import Path
+
+DEFAULT_CAPTION_TEXT = "oil painting style"
+
+
+def find_captions_for_image(image_path: Path) -> list[tuple[Path, str, int]]:
+    """Find all caption files for a visual image.
+
+    Looks for caption files in asset-work/kq4_XXX_room_name/ directory.
+    Returns list of (caption_path, caption_text, caption_number) tuples.
+    Uses a set to avoid duplicates when multiple room folders match.
+
+    Args:
+        image_path: Path to the visual image
+
+    Returns:
+        List of tuples with (caption_file_path, caption_text, caption_number)
+    """
+    image_basename = os.path.basename(image_path)
+    room_number = image_basename.replace("pic_", "").split("_")[0]
+
+    room_folder_pattern = f"kq4_{room_number}_*"
+    script_dir = Path(__file__).parent.resolve()
+
+    captions_set = set()
+    captions = []
+    for room_dir in script_dir.glob(room_folder_pattern):
+        if room_dir.is_dir():
+            for caption_file in sorted(room_dir.glob("caption_*.txt")):
+                match = re.match(r"caption_(\d+)\.txt", caption_file.name)
+                if match:
+                    caption_num = int(match.group(1))
+                    caption_key = (caption_num, caption_file.name)
+                    if caption_key not in captions_set:
+                        captions_set.add(caption_key)
+                        with open(caption_file, "r") as f:
+                            caption_text = f.read().strip()
+                        captions.append((caption_file, caption_text, caption_num))
+
+    return sorted(captions, key=lambda x: x[2]) if captions else [(None, DEFAULT_CAPTION_TEXT, 0)]
+
+
+def find_caption_for_image(image_path: Path) -> tuple[Path | None, str]:
+    """Find first caption file for a visual image.
+
+    Args:
+        image_path: Path to the visual image
+
+    Returns:
+        Tuple of (caption_file_path or None, caption_text or default)
+    """
+    captions = find_captions_for_image(image_path)
+    if captions and captions[0][0]:
+        return captions[0][0], captions[0][1]
+    return None, DEFAULT_CAPTION_TEXT
+
+
+def main():
+    parser = argparse.ArgumentParser(
+        description="Generate combo images from all kq4-decompile visual images with captions"
+    )
+    parser.add_argument(
+        "--dry-run",
+        action="store_true",
+        help="Dry run mode - validate without generating",
+    )
+    args = parser.parse_args()
+
+    script_dir = Path(__file__).parent.resolve()
+    generator = script_dir / "generate_multiple_combo.py"
+
+    dry_run = args.dry_run
+
+    if not generator.exists():
+        print(f"Error: generate_multiple_combo.py not found in {script_dir}")
+        sys.exit(1)
+
+    print("Finding all kq4-decompile visual images...")
+    visual_images = list(Path("kq4-sierra-decompile/rooms").rglob("pic_*_visual.png"))
+
+    total = len(visual_images)
+
+    if total == 0:
+        print("No kq4-decompile visual images found!")
+        sys.exit(0)
+
+    print(f"Found {total} visual image(s)")
+
+    all_images_to_process = []
+    for image_path in visual_images:
+        captions = find_captions_for_image(image_path)
+        for caption_path, caption_text, caption_num in captions:
+            all_images_to_process.append((image_path, caption_text, caption_path, caption_num))
+
+    total_captions = len(all_images_to_process)
+    print(f"Found {total_captions} captions to process ({len(visual_images)} rooms)")
+
+    if dry_run:
+        print("\nDRY RUN MODE - Validating all visual images")
+
+    counter = 0
+    failed = 0
+    total_existing = 0
+    total_created = 0
+    total_needed = 0
+
+    variations_per_image = 1
+
+    for image_path, caption_text, caption_path, caption_num in all_images_to_process:
+        counter += 1
+
+        caption_info = f"[caption_{caption_num}]" if caption_path else "[default]"
+
+        cmd = [
+            "python3",
+            str(generator),
+            str(image_path),
+            caption_text,
+            "--count",
+            str(variations_per_image),
+            "--caption-num",
+            str(caption_num),
+        ]
+        if dry_run:
+            cmd.append("--dry-run")
+
+        try:
+            result = subprocess.run(cmd, capture_output=True, text=True, check=True)
+            print(result.stdout)
+
+            existing_match = re.search(
+                r"[Ff]ound (\d+) existing variations?", result.stdout
+            )
+            created_match = re.search(r"Created (\d+) new image", result.stdout)
+
+            if existing_match:
+                existing = int(existing_match.group(1))
+                total_existing += existing
+                needed = max(0, variations_per_image - existing)
+                total_needed += needed
+            if created_match:
+                total_created += int(created_match.group(1))
+
+            status = "✓" if result.returncode == 0 else "✗"
+            print(f"[{counter}/{total_captions}] {status} {image_path.name} {caption_info}")
+        except subprocess.CalledProcessError as e:
+            failed += 1
+            print(f"[{counter}/{total_captions}] ✗ {image_path.name} {caption_info} - FAILED")
+
+    print()
+    print("=" * 50)
+
+    if dry_run:
+        print("DRY RUN COMPLETE")
+        print("=" * 50)
+        print(f"Rooms found: {total}")
+        print(f"Captions to process: {total_captions}")
+        print(f"Images already existing: {total_existing}")
+        print(f"Images would be created: {total_needed}")
+        print(f"Total when complete:     {total_existing + total_needed}")
+        if failed == 0:
+            print(f"✓ All captions validated successfully!")
+        else:
+            print(f"✗ {failed} of {total_captions} captions failed validation")
+            sys.exit(1)
+    else:
+        print("GENERATION COMPLETE")
+        print("=" * 50)
+        print(f"Rooms processed: {total}")
+        print(f"Captions processed: {total_captions}")
+        print(f"Images already existing: {total_existing}")
+        print(f"Images newly created:     {total_created}")
+        print(f"Total images now:         {total_existing + total_created}")
+        if failed > 0:
+            print(f"Failed:                   {failed}")
+
+
+if __name__ == "__main__":
+    main()
diff --git a/asset-work/generate_all_captions_klein.py b/asset-work/generate_all_captions_klein.py
new file mode 100644
index 0000000..4317577
--- /dev/null
+++ b/asset-work/generate_all_captions_klein.py
@@ -0,0 +1,149 @@
+#!/usr/bin/env python3
+"""Generate multiple images from all kq4-decompile visual images recursively."""
+
+import subprocess
+import sys
+import os
+import re
+import argparse
+from pathlib import Path
+
+DEFAULT_CAPTION_PROMPT = 'describe the mood and atmosphere of the scene without describing colors or style. Focus on the framing, composition, lighting mood, and elements visible. Respond with just the result, preceded by "convert to a painting in the Disney Renaissance Style and kq5hoyos style and sylvain style. ". Keep it to around 20-25 words. If the image is framed in a particular way, make sure to call that out. never describe colors.'
+
+
+def main():
+    parser = argparse.ArgumentParser(
+        description="Generate multiple images from all kq4-decompile visual images recursively"
+    )
+    parser.add_argument(
+        "--lora-disney",
+        type=float,
+        default=0.8,
+        help="Disney LoRA strength (default: 0.8)",
+    )
+    parser.add_argument(
+        "--lora-kq5hoyos",
+        type=float,
+        default=0.7,
+        help="KQ5Hoyos LoRA strength (default: 0.7)",
+    )
+    parser.add_argument(
+        "--lora-sylvain",
+        type=float,
+        default=0.5,
+        help="Sylvain LoRA strength (default: 0.5)",
+    )
+    parser.add_argument(
+        "--caption-prompt",
+        default=DEFAULT_CAPTION_PROMPT,
+        help="Custom caption prompt for scene description",
+    )
+    parser.add_argument(
+        "--dry-run",
+        action="store_true",
+        help="Dry run mode - validate without generating",
+    )
+    args = parser.parse_args()
+
+    script_dir = Path(__file__).parent.resolve()
+    generator = script_dir / "generate_multiple_klein.py"
+
+    dry_run = args.dry_run
+
+    if not generator.exists():
+        print(f"Error: generate_multiple_klein.py not found in {script_dir}")
+        sys.exit(1)
+
+    print("Finding all kq4-decompile visual images...")
+    visual_images = list(Path("kq4-sierra-decompile/rooms").rglob("pic_*_visual.png"))
+
+    total = len(visual_images)
+
+    if total == 0:
+        print("No kq4-decompile visual images found!")
+        sys.exit(0)
+
+    print(f"Found {total} visual image(s)")
+
+    if dry_run:
+        print("\nDRY RUN MODE - Validating all visual images")
+
+    counter = 0
+    failed = 0
+    total_existing = 0
+    total_created = 0
+    total_needed = 0
+
+    variations_per_image = 1
+
+    for image_path in visual_images:
+        counter += 1
+
+        cmd = [
+            "python3",
+            str(generator),
+            str(image_path),
+            "--count",
+            str(variations_per_image),
+            "--lora-disney",
+            str(args.lora_disney),
+            "--lora-kq5hoyos",
+            str(args.lora_kq5hoyos),
+            "--lora-sylvain",
+            str(args.lora_sylvain),
+        ]
+        if args.caption_prompt != DEFAULT_CAPTION_PROMPT:
+            cmd.extend(["--caption-prompt", args.caption_prompt])
+        if dry_run:
+            cmd.append("--dry-run")
+
+        try:
+            result = subprocess.run(cmd, capture_output=True, text=True, check=True)
+
+            existing_match = re.search(
+                r"[Ff]ound (\d+) existing variations?", result.stdout
+            )
+            created_match = re.search(r"Created (\d+) new image", result.stdout)
+
+            if existing_match:
+                existing = int(existing_match.group(1))
+                total_existing += existing
+                needed = max(0, variations_per_image - existing)
+                total_needed += needed
+            if created_match:
+                total_created += int(created_match.group(1))
+
+            status = "✓" if result.returncode == 0 else "✗"
+            print(f"[{counter}/{total}] {status} {image_path}")
+        except subprocess.CalledProcessError as e:
+            failed += 1
+            print(f"[{counter}/{total}] ✗ {image_path} - FAILED")
+
+    print()
+    print("=" * 50)
+
+    if dry_run:
+        print("DRY RUN COMPLETE")
+        print("=" * 50)
+        print(f"Visual images validated: {total}")
+        print(f"Images already existing: {total_existing}")
+        print(f"Images would be created: {total_needed}")
+        print(f"Total when complete:     {total_existing + total_needed}")
+        if failed == 0:
+            print(f"✓ All visual images validated successfully!")
+        else:
+            print(f"✗ {failed} of {total} visual image(s) failed validation")
+            sys.exit(1)
+    else:
+        print("GENERATION COMPLETE")
+        print("=" * 50)
+        print(f"Visual images processed: {total}")
+        print(f"Images already existing: {total_existing}")
+        print(f"Images newly created:     {total_created}")
+        print(f"Total images now:         {total_existing + total_created}")
+        if failed > 0:
+            print(f"Failed:                   {failed}")
+
+
+if __name__ == "__main__":
+    main()
diff --git a/asset-work/generate_from_caption_combo.py b/asset-work/generate_from_caption_combo.py
new file mode 100755
index 0000000..2790dee
--- /dev/null
+++ b/asset-work/generate_from_caption_combo.py
@@ -0,0 +1,229 @@
+#!/usr/bin/env python3
+"""Generate a combo image from a kq4-decompile visual image using ComfyUI workflow."""
+
+import json
+import os
+import shutil
+import sys
+import time
+import urllib.request
+import uuid
+from pathlib import Path
+
+
+def check_server(server_address: str = "127.0.0.1:8188", timeout: int = 5) -> bool:
+    """Check if ComfyUI server is running and accessible."""
+    try:
+        req = urllib.request.Request(
+            f"http://{server_address}/system_stats",
+            method="GET",
+        )
+        with urllib.request.urlopen(req, timeout=timeout) as response:
+            return response.status == 200
+    except Exception:
+        return False
+
+
+def queue_prompt(prompt: dict, server_address: str = "127.0.0.1:8188") -> dict:
+    """Queue a prompt to ComfyUI server."""
+    client_id = str(uuid.uuid4())
+    p = {"prompt": prompt, "client_id": client_id}
+    data = json.dumps(p).encode("utf-8")
+    req = urllib.request.Request(
+        f"http://{server_address}/prompt",
+        data=data,
+        headers={"Content-Type": "application/json"},
+    )
+    with urllib.request.urlopen(req) as response:
+        return json.loads(response.read())
+
+
+def get_existing_files(directory: str) -> set:
+    """Get set of existing filenames in directory."""
+    if not os.path.exists(directory):
+        return set()
+    return set(f for f in os.listdir(directory) if f.endswith(".png"))
+
+
+def wait_for_file_with_prefix(
+    directory: str, prefix: str, timeout: int = 240
+) -> str | None:
+    """Wait for a PNG file with specific prefix to appear in directory."""
+    start_time = time.time()
+
+    while time.time() - start_time < timeout:
+        if os.path.exists(directory):
+            for filename in os.listdir(directory):
+                if filename.startswith(prefix) and filename.endswith(".png"):
+                    return os.path.join(directory, filename)
+
+        time.sleep(0.5)
+
+    return None
+
+
+def generate_from_caption_combo(
+    image_path: str,
+    caption_text: str,
+    seed: int,
+    server_address: str = "127.0.0.1:8188",
+    caption_num: int = 1,
+) -> str:
+    """Generate combo image from kq4-decompile visual image with given seed.
+
+    Args:
+        image_path: Path to kq4-decompile visual image
+        caption_text: Direct caption text for the scene (not AI-generated)
+        seed: Random seed for generation
+        server_address: ComfyUI server address
+
+    Returns:
+        Path to the generated output image
+    """
+    if not os.path.exists(image_path):
+        raise FileNotFoundError(f"Image file not found: {image_path}")
+
+    image_path = os.path.abspath(image_path)
+
+    script_dir = os.path.dirname(os.path.abspath(__file__))
+    workflow_path = os.path.join(script_dir, "..", "tools", "klein-qwen-combo.json")
+    workflow_path = os.path.normpath(workflow_path)
+    with open(workflow_path, "r") as f:
+        workflow = json.load(f)
+
+    workflow["157"]["inputs"]["image"] = image_path
+
+    workflow["167"]["inputs"]["text"] = caption_text
+
+    workflow["196"]["inputs"]["seed"] = seed
+
+    unique_id = str(uuid.uuid4())[:8]
+    filename_prefix = f"auto_background/gen_{unique_id}"
+    workflow["183"]["inputs"]["filename_prefix"] = filename_prefix
+
+    comfy_output_dir = (
+        "/mnt/cached/staging/data_backup/ai/ComfyUI/output/auto_background"
+    )
+    os.makedirs(comfy_output_dir, exist_ok=True)
+    existing_files = get_existing_files(comfy_output_dir)
+    print(f"Found {len(existing_files)} existing files in output directory")
+
+    print(f"Queuing prompt with seed {seed}...")
+    response = queue_prompt(workflow, server_address)
+    prompt_id = response["prompt_id"]
+    print(f"Prompt ID: {prompt_id}")
+    print(f"Expected filename prefix: {filename_prefix}")
+
+    print("Waiting for generation (up to 4 minutes)...")
+    new_file = wait_for_file_with_prefix(
+        comfy_output_dir, f"gen_{unique_id}", timeout=240
+    )
+
+    if not new_file:
+        raise RuntimeError("Timeout: No new image file appeared in 4 minutes")
+
+    print(f"New image generated: {os.path.basename(new_file)}")
+
+    time.sleep(2)
+
+    image_basename = os.path.basename(image_path)
+    room_name = (
+        image_basename.replace("pic_", "").replace("_visual.png", "").replace("_", "-")
+    )
+
+    combo_outputs_dir = os.path.join(script_dir, "combo_outputs", room_name)
+    os.makedirs(combo_outputs_dir, exist_ok=True)
+
+    output_image_path = os.path.join(
+        combo_outputs_dir, f"{room_name}_caption_{caption_num}_{seed}_generated.png"
+    )
+    shutil.copy2(new_file, output_image_path)
+    print(f"Saved image: {output_image_path}")
+
+    return output_image_path
+
+
+def main():
+    import argparse
+
+    parser = argparse.ArgumentParser(
+        description="Generate combo image from kq4-decompile visual using ComfyUI"
+    )
+    parser.add_argument(
+        "image_path",
+        help="Path to kq4-decompile visual image (e.g., kq4-sierra-decompile/rooms/kq4-057-witch-cave/pic_057_visual.png)",
+    )
+    parser.add_argument(
+        "caption_text",
+        help="Direct caption text for the scene (not AI-generated)",
+    )
+    parser.add_argument("seed", type=int, help="Random seed for generation")
+    parser.add_argument(
+        "--server",
+        default="127.0.0.1:8188",
+        help="ComfyUI server address (default: 127.0.0.1:8188)",
+    )
+    parser.add_argument(
+        "--dry-run",
+        action="store_true",
+        help="Test mode: validate image file and server connection without generating images",
+    )
+    parser.add_argument(
+        "--caption-num",
+        type=int,
+        default=1,
+        help="Caption number for output filename (default: 1)",
+    )
+
+    args = parser.parse_args()
+
+    if not os.path.exists(args.image_path):
+        print(f"Error: Image file not found: {args.image_path}")
+        sys.exit(1)
+
+    image_basename = os.path.basename(args.image_path)
+    print(f"Image: {image_basename}")
+    print(
+        f"Caption: {args.caption_text[:50]}..."
+        if len(args.caption_text) > 50
+        else f"Caption: {args.caption_text}"
+    )
+    print(f"Seed: {args.seed}")
+    print(f"Server: {args.server}")
+
+    if args.dry_run:
+        print("\n[Dry Run Mode - Checking server connection...]")
+        if check_server(args.server):
+            print("✓ ComfyUI server is running and accessible")
+            print("\n✓ Dry run successful! All checks passed.")
+            sys.exit(0)
+        else:
+            print(f"✗ ComfyUI server is not accessible at {args.server}")
+            print("  Please ensure ComfyUI is running before generating images.")
+            sys.exit(1)
+
+    print("\nChecking ComfyUI server...")
+    if not check_server(args.server):
+        print(f"Error: ComfyUI server is not running at {args.server}")
+        print("Please start ComfyUI first or check the server address.")
+        print(f"\nTo test without generating, use: --dry-run")
+        sys.exit(1)
+
+    print("✓ ComfyUI server is running")
+
+    try:
+        output_path = generate_from_caption_combo(
+            args.image_path,
+            args.caption_text,
+            args.seed,
+            args.server,
+            caption_num=args.caption_num,
+        )
+        print(f"\nGeneration complete! Output: {output_path}")
+    except Exception as e:
+        print(f"Error: {e}")
+        sys.exit(1)
+
+
+if __name__ == "__main__":
+    main()
diff --git a/asset-work/generate_from_caption_klein.py b/asset-work/generate_from_caption_klein.py
new file mode 100644
index 0000000..66fd85c
--- /dev/null
+++ b/asset-work/generate_from_caption_klein.py
@@ -0,0 +1,274 @@
+#!/usr/bin/env python3
+"""Generate an image from a kq4-decompile visual image using ComfyUI workflow."""
+
+import json
+import os
+import shutil
+import sys
+import time
+import urllib.request
+import uuid
+from pathlib import Path
+
+
+def check_server(server_address: str = "127.0.0.1:8188", timeout: int = 5) -> bool:
+    """Check if ComfyUI server is running and accessible."""
+    try:
+        req = urllib.request.Request(
+            f"http://{server_address}/system_stats",
+            method="GET",
+        )
+        with urllib.request.urlopen(req, timeout=timeout) as response:
+            return response.status == 200
+    except Exception:
+        return False
+
+
+def queue_prompt(prompt: dict, server_address: str = "127.0.0.1:8188") -> dict:
+    """Queue a prompt to ComfyUI server."""
+    client_id = str(uuid.uuid4())
+    p = {"prompt": prompt, "client_id": client_id}
+    data = json.dumps(p).encode("utf-8")
+    req = urllib.request.Request(
+        f"http://{server_address}/prompt",
+        data=data,
+        headers={"Content-Type": "application/json"},
+    )
+    with urllib.request.urlopen(req) as response:
+        return json.loads(response.read())
+
+
+def get_existing_files(directory: str) -> set:
+    """Get set of existing filenames in directory."""
+    if not os.path.exists(directory):
+        return set()
+    return set(f for f in os.listdir(directory) if f.endswith(".png"))
+
+
+def wait_for_new_file(
+    directory: str, existing_files: set, timeout: int = 240
+) -> str | None:
+    """Wait for a new PNG file to appear in directory."""
+    start_time = time.time()
+
+    while time.time() - start_time < timeout:
+        if os.path.exists(directory):
+            current_files = set(f for f in os.listdir(directory) if f.endswith(".png"))
+            new_files = current_files - existing_files
+
+            if new_files:
+                newest_file = max(
+                    new_files,
+                    key=lambda f: os.path.getmtime(os.path.join(directory, f)),
+                )
+                return os.path.join(directory, newest_file)
+
+        time.sleep(0.5)
+
+    return None
+
+
+def wait_for_file_with_prefix(
+    directory: str, prefix: str, timeout: int = 240
+) -> str | None:
+    """Wait for a PNG file with specific prefix to appear in directory."""
+    start_time = time.time()
+
+    while time.time() - start_time < timeout:
+        if os.path.exists(directory):
+            for filename in os.listdir(directory):
+                if filename.startswith(prefix) and filename.endswith(".png"):
+                    return os.path.join(directory, filename)
+
+        time.sleep(0.5)
+
+    return None
+
+
+DEFAULT_CAPTION_PROMPT = 'describe the mood and atmosphere of the scene without describing colors or style. Focus on the framing, composition, lighting mood, and elements visible. Respond with just the result, preceded by "convert to a painting in the Disney Renaissance Style and kq5hoyos style and sylvain style. ". Keep it to around 20-25 words. If the image is framed in a particular way, make sure to call that out. never describe colors.'
+
+
+def generate_from_caption_klein(
+    image_path: str,
+    seed: int,
+    server_address: str = "127.0.0.1:8188",
+    lora_disney: float = 0.8,
+    lora_kq5hoyos: float = 0.7,
+    lora_sylvain: float = 0.5,
+    caption_prompt: str = DEFAULT_CAPTION_PROMPT,
+) -> str:
+    """Generate image from kq4-decompile visual image with given seed.
+
+    Args:
+        image_path: Path to kq4-decompile visual image
+        seed: Random seed for generation
+        server_address: ComfyUI server address
+        lora_disney: Strength for Disney LoRA (default: 0.8)
+        lora_kq5hoyos: Strength for KQ5Hoyos LoRA (default: 0.7)
+        lora_sylvain: Strength for Sylvain LoRA (default: 0.5)
+        caption_prompt: Custom caption prompt for scene description
+
+    Returns:
+        Path to the generated output image
+    """
+    if not os.path.exists(image_path):
+        raise FileNotFoundError(f"Image file not found: {image_path}")
+
+    image_path = os.path.abspath(image_path)
+
+    script_dir = os.path.dirname(os.path.abspath(__file__))
+    workflow_path = os.path.join(script_dir, "..", "tools", "generate_image_klein.json")
+    workflow_path = os.path.normpath(workflow_path)
+    with open(workflow_path, "r") as f:
+        workflow = json.load(f)
+
+    workflow["157"]["inputs"]["image"] = image_path
+
+    workflow["164:162"]["inputs"]["seed"] = seed
+    workflow["75:73"]["inputs"]["noise_seed"] = seed
+
+    workflow["164:163"]["inputs"]["prompt"] = caption_prompt
+
+    workflow["75:154"]["inputs"]["lora_1"]["strength"] = lora_disney
+    workflow["75:154"]["inputs"]["lora_2"]["strength"] = lora_kq5hoyos
+    workflow["75:154"]["inputs"]["lora_3"]["strength"] = lora_sylvain
+
+    unique_id = str(uuid.uuid4())[:8]
+    filename_prefix = f"kq4tohq/gen_{unique_id}"
+    workflow["156"]["inputs"]["filename_prefix"] = filename_prefix
+
+    comfy_output_dir = "/mnt/cached/staging/data_backup/ai/ComfyUI/output/kq4tohq"
+    os.makedirs(comfy_output_dir, exist_ok=True)
+    existing_files = get_existing_files(comfy_output_dir)
+    print(f"Found {len(existing_files)} existing files in output directory")
+
+    print(f"Queuing prompt with seed {seed}...")
+    response = queue_prompt(workflow, server_address)
+    prompt_id = response["prompt_id"]
+    print(f"Prompt ID: {prompt_id}")
+    print(f"Expected filename prefix: {filename_prefix}")
+
+    print("Waiting for generation (up to 4 minutes)...")
+    new_file = wait_for_file_with_prefix(
+        comfy_output_dir, f"gen_{unique_id}", timeout=240
+    )
+
+    if not new_file:
+        raise RuntimeError("Timeout: No new image file appeared in 4 minutes")
+
+    print(f"New image generated: {os.path.basename(new_file)}")
+
+    time.sleep(2)
+
+    image_dir = os.path.dirname(os.path.abspath(image_path))
+    image_basename = os.path.basename(image_path)
+    room_name = (
+        image_basename.replace("pic_", "").replace("_visual.png", "").replace("_", "-")
+    )
+
+    klein_outputs_dir = os.path.join(script_dir, "klein_outputs", room_name)
+    os.makedirs(klein_outputs_dir, exist_ok=True)
+
+    output_image_path = os.path.join(
+        klein_outputs_dir, f"{room_name}_{seed}_generated.png"
+    )
+    shutil.copy2(new_file, output_image_path)
+    print(f"Saved image: {output_image_path}")
+
+    return output_image_path
+
+
+def main():
+    import argparse
+
+    parser = argparse.ArgumentParser(
+        description="Generate image from kq4-decompile visual using ComfyUI"
+    )
+    parser.add_argument(
+        "image_path",
+        help="Path to kq4-decompile visual image (e.g., kq4-sierra-decompile/rooms/kq4-057-witch-cave/pic_057_visual.png)",
+    )
+    parser.add_argument("seed", type=int, help="Random seed for generation")
+    parser.add_argument(
+        "--server",
+        default="127.0.0.1:8188",
+        help="ComfyUI server address (default: 127.0.0.1:8188)",
+    )
+    parser.add_argument(
+        "--dry-run",
+        action="store_true",
+        help="Test mode: validate image file and server connection without generating images",
+    )
+    parser.add_argument(
+        "--lora-disney",
+        type=float,
+        default=0.8,
+        help="Disney LoRA strength (default: 0.8)",
+    )
+    parser.add_argument(
+        "--lora-kq5hoyos",
+        type=float,
+        default=0.7,
+        help="KQ5Hoyos LoRA strength (default: 0.7)",
+    )
+    parser.add_argument(
+        "--lora-sylvain",
+        type=float,
+        default=0.5,
+        help="Sylvain LoRA strength (default: 0.5)",
+    )
+    parser.add_argument(
+        "--caption-prompt",
+        default=DEFAULT_CAPTION_PROMPT,
+        help="Custom caption prompt for scene description",
+    )
+
+    args = parser.parse_args()
+
+    if not os.path.exists(args.image_path):
+        print(f"Error: Image file not found: {args.image_path}")
+        sys.exit(1)
+
+    image_basename = os.path.basename(args.image_path)
+    print(f"Image: {image_basename}")
+    print(f"Seed: {args.seed}")
+    print(f"Server: {args.server}")
+
+    if args.dry_run:
+        print("\n[Dry Run Mode - Checking server connection...]")
+        if check_server(args.server):
+            print("✓ ComfyUI server is running and accessible")
+            print("\n✓ Dry run successful! All checks passed.")
+            sys.exit(0)
+        else:
+            print(f"✗ ComfyUI server is not accessible at {args.server}")
+            print("  Please ensure ComfyUI is running before generating images.")
+            sys.exit(1)
+
+    print("\nChecking ComfyUI server...")
+    if not check_server(args.server):
+        print(f"Error: ComfyUI server is not running at {args.server}")
+        print("Please start ComfyUI first or check the server address.")
+        print(f"\nTo test without generating, use: --dry-run")
+        sys.exit(1)
+
+    print("✓ ComfyUI server is running")
+
+    try:
+        output_path = generate_from_caption_klein(
+            args.image_path,
+            args.seed,
+            args.server,
+            lora_disney=args.lora_disney,
+            lora_kq5hoyos=args.lora_kq5hoyos,
+            lora_sylvain=args.lora_sylvain,
+            caption_prompt=args.caption_prompt,
+        )
+        print(f"\nGeneration complete! Output: {output_path}")
+    except Exception as e:
+        print(f"Error: {e}")
+        sys.exit(1)
+
+
+if __name__ == "__main__":
+    main()
diff --git a/asset-work/generate_multiple_combo.py b/asset-work/generate_multiple_combo.py
new file mode 100755
index 0000000..b534b1a
--- /dev/null
+++ b/asset-work/generate_multiple_combo.py
@@ -0,0 +1,243 @@
+#!/usr/bin/env python3
+"""Generate multiple combo images from a kq4-decompile visual image with different seeds."""
+
+import random
+import subprocess
+import sys
+import os
+import urllib.request
+
+
+def check_server(server_address: str = "127.0.0.1:8188", timeout: int = 5) -> bool:
+    """Check if ComfyUI server is running and accessible."""
+    try:
+        req = urllib.request.Request(
+            f"http://{server_address}/system_stats",
+            method="GET",
+        )
+        with urllib.request.urlopen(req, timeout=timeout) as response:
+            return response.status == 200
+    except Exception:
+        return False
+
+
+def count_existing_variations(image_path: str, caption_num: int = 1) -> int:
+    """Count existing image variations for a visual image.
+
+    Args:
+        image_path: Path to the kq4-decompile visual image
+
+    Returns:
+        Number of existing generated images matching the room name
+    """
+    script_dir = os.path.dirname(os.path.abspath(image_path)) or "."
+    asset_work_dir = os.path.join(os.path.dirname(os.path.abspath(__file__)))
+    combo_outputs_dir = os.path.join(asset_work_dir, "combo_outputs")
+
+    if not os.path.exists(combo_outputs_dir):
+        return 0
+
+    image_basename = os.path.basename(image_path)
+    room_name = (
+        image_basename.replace("pic_", "").replace("_visual.png", "").replace("_", "-")
+    )
+
+    room_output_dir = os.path.join(combo_outputs_dir, room_name)
+    if not os.path.exists(room_output_dir):
+        return 0
+
+    count = 0
+    for item in os.listdir(room_output_dir):
+        if item.startswith(f"{room_name}_caption_{caption_num}_") and item.endswith("_generated.png"):
+            count += 1
+
+    return count
+
+
+def generate_multiple_combo(
+    image_path: str,
+    caption_text: str,
+    count: int = 2,
+    server: str = "127.0.0.1:8188",
+    dry_run: bool = False,
+    caption_num: int = 1,
+) -> tuple[list[str], int]:
+    """Generate multiple combo images with different random seeds.
+
+    Args:
+        image_path: Path to kq4-decompile visual image
+        caption_text: Direct caption text for the scene
+        count: Total number of variations to have (default: 2)
+        server: ComfyUI server address
+        dry_run: If True, validate only without generating
+
+    Returns:
+        Tuple of (list of created image paths, number of existing variations)
+    """
+    if not os.path.exists(image_path):
+        print(f"Error: Image file not found: {image_path}")
+        sys.exit(1)
+
+    image_basename = os.path.basename(image_path)
+    room_name = (
+        image_basename.replace("pic_", "").replace("_visual.png", "").replace("_", "-")
+    )
+
+    if dry_run:
+        print(f"  Image: {image_basename}")
+        print(
+            f"  Caption: {caption_text[:50]}..."
+            if len(caption_text) > 50
+            else f"  Caption: {caption_text}"
+        )
+        return [], count_existing_variations(image_path, caption_num)
+
+    existing = count_existing_variations(image_path, caption_num)
+    print(f"Found {existing} existing variations")
+    print(f"Requested total: {count}")
+
+    needed = count - existing
+
+    if needed <= 0:
+        print(f"\nAlready have {existing} variations (requested {count})")
+        print("No new images needed.")
+        return [], existing
+
+    print(f"Will generate {needed} new variation(s)")
+
+    output_paths = []
+    script_dir = os.path.dirname(os.path.abspath(__file__))
+    generator_script = os.path.join(script_dir, "generate_from_caption_combo.py")
+
+    for i in range(needed):
+        seed = random.randint(1, 2**32 - 1)
+        print(f"\n{'=' * 60}")
+        print(f"Generation {i + 1} of {needed} (seed: {seed})")
+        print(f"Progress: {existing + i + 1} of {count} total")
+        print(f"{'=' * 60}")
+
+        cmd = [
+            sys.executable,
+            generator_script,
+            image_path,
+            caption_text,
+            str(seed),
+            "--server",
+            server,
+        ]
+
+        result = subprocess.run(cmd, capture_output=False)
+
+        if result.returncode != 0:
+            print(
+                f"Warning: Generation {i + 1} of {needed} failed with exit code {result.returncode}"
+            )
+        else:
+            asset_work_dir = script_dir
+            combo_outputs_dir = os.path.join(asset_work_dir, "combo_outputs")
+            output_path = os.path.join(
+                combo_outputs_dir, room_name, f"{room_name}_caption_{caption_num}_{seed}_generated.png"
+            )
+            output_paths.append(output_path)
+
+    return output_paths, existing
+
+
+def main():
+    import argparse
+
+    parser = argparse.ArgumentParser(
+        description="Generate multiple combo images from kq4-decompile visual with different seeds"
+    )
+    parser.add_argument(
+        "image_path",
+        help="Path to kq4-decompile visual image (e.g., kq4-sierra-decompile/rooms/kq4-057-witch-cave/pic_057_visual.png)",
+    )
+    parser.add_argument(
+        "caption_text",
+        help="Direct caption text for the scene (not AI-generated)",
+    )
+    parser.add_argument(
+        "--count",
+        "-n",
+        type=int,
+        default=2,
+        help="Number of variations to generate (default: 2)",
+    )
+    parser.add_argument(
+        "--server",
+        default="127.0.0.1:8188",
+        help="ComfyUI server address (default: 127.0.0.1:8188)",
+    )
+    parser.add_argument(
+        "--dry-run",
+        action="store_true",
+        help="Test mode: validate image file and server connection without generating",
+    )
+    parser.add_argument(
+        "--caption-num",
+        type=int,
+        default=1,
+        help="Caption number for output filename (default: 1)",
+    )
+
+    args = parser.parse_args()
+
+    if args.dry_run:
+        print("\n" + "=" * 60)
+        print("DRY RUN MODE - Validating without generating")
+        print("=" * 60)
+
+        print(f"\nChecking ComfyUI server at {args.server}...")
+        if check_server(args.server):
+            print("✓ Server is accessible")
+        else:
+            print(f"✗ Server is NOT accessible at {args.server}")
+            print("  Please ensure ComfyUI is running before generating images.")
+            sys.exit(1)
+
+        print(f"\nValidating: {args.image_path}")
+        output_paths, existing = generate_multiple_combo(
+            args.image_path,
+            args.caption_text,
+            args.count,
+            args.server,
+            dry_run=True,
+            caption_num=args.caption_num,
+        )
+        print(f"✓ Image file is valid (found {existing} existing variations)")
+
+        print("\n" + "=" * 60)
+        print("✓ Dry run successful! All checks passed.")
+        print("=" * 60)
+        sys.exit(0)
+
+    print(f"\nChecking ComfyUI server at {args.server}...")
+    if not check_server(args.server):
+        print(f"Error: ComfyUI server is not running at {args.server}")
+        print("Please start ComfyUI first or check the server address.")
+        print(f"\nTo test without generating, use: --dry-run")
+        sys.exit(1)
+    print("✓ Server is running\n")
+
+    output_paths, existing = generate_multiple_combo(
+        args.image_path,
+        args.caption_text,
+        args.count,
+        args.server,
+        dry_run=False,
+        caption_num=args.caption_num,
+    )
+
+    print(f"\n{'=' * 60}")
+    print("All generations complete!")
+    print(f"{'=' * 60}")
+    if output_paths:
+        print(f"\nCreated {len(output_paths)} new image(s):")
+        for output_path in output_paths:
+            print(f"  - {output_path}")
+    print(f"\nTotal variations now: {existing + len(output_paths)}")
+
+
+if __name__ == "__main__":
+    main()
diff --git a/asset-work/generate_multiple_klein.py b/asset-work/generate_multiple_klein.py
new file mode 100644
index 0000000..d4bdcd3
--- /dev/null
+++ b/asset-work/generate_multiple_klein.py
@@ -0,0 +1,257 @@
+#!/usr/bin/env python3
+"""Generate multiple images from a kq4-decompile visual image with different seeds."""
+
+import random
+import subprocess
+import sys
+import os
+import urllib.request
+
+
+def check_server(server_address: str = "127.0.0.1:8188", timeout: int = 5) -> bool:
+    """Check if ComfyUI server is running and accessible."""
+    try:
+        req = urllib.request.Request(
+            f"http://{server_address}/system_stats",
+            method="GET",
+        )
+        with urllib.request.urlopen(req, timeout=timeout) as response:
+            return response.status == 200
+    except Exception:
+        return False
+
+
+def count_existing_variations(image_path: str) -> int:
+    """Count existing image variations for a visual image.
+
+    Args:
+        image_path: Path to the kq4-decompile visual image
+
+    Returns:
+        Number of existing generated images matching the room name
+    """
+    image_dir = os.path.dirname(os.path.abspath(image_path)) or "."
+    klein_outputs_dir = os.path.join(image_dir, "klein_outputs")
+
+    if not os.path.exists(klein_outputs_dir):
+        return 0
+
+    image_basename = os.path.basename(image_path)
+    room_name = (
+        image_basename.replace("pic_", "").replace("_visual.png", "").replace("_", "-")
+    )
+
+    count = 0
+    for item in os.listdir(klein_outputs_dir):
+        if item.startswith(f"{room_name}_") and item.endswith("_generated.png"):
+            count += 1
+
+    return count
+
+
+def generate_multiple_klein(
+    image_path: str,
+    count: int = 2,
+    server: str = "127.0.0.1:8188",
+    dry_run: bool = False,
+    lora_disney: float = 0.8,
+    lora_kq5hoyos: float = 0.7,
+    lora_sylvain: float = 0.5,
+    caption_prompt: str = None,
+) -> tuple[list[str], int]:
+    """Generate multiple images with different random seeds.
+
+    Args:
+        image_path: Path to kq4-decompile visual image
+        count: Total number of variations to have (default: 2)
+        server: ComfyUI server address
+        dry_run: If True, validate only without generating
+
+    Returns:
+        Tuple of (list of created image paths, number of existing variations)
+    """
+    if not os.path.exists(image_path):
+        print(f"Error: Image file not found: {image_path}")
+        sys.exit(1)
+
+    image_basename = os.path.basename(image_path)
+    room_name = (
+        image_basename.replace("pic_", "").replace("_visual.png", "").replace("_", "-")
+    )
+
+    if dry_run:
+        print(f"  Image: {image_basename}")
+        return [], count_existing_variations(image_path)
+
+    existing = count_existing_variations(image_path)
+    print(f"Found {existing} existing variations")
+    print(f"Requested total: {count}")
+
+    needed = count - existing
+
+    if needed <= 0:
+        print(f"\nAlready have {existing} variations (requested {count})")
+        print("No new images needed.")
+        return [], existing
+
+    print(f"Will generate {needed} new variation(s)")
+
+    output_paths = []
+    script_dir = os.path.dirname(os.path.abspath(__file__))
+    generator_script = os.path.join(script_dir, "generate_from_caption_klein.py")
+
+    for i in range(needed):
+        seed = random.randint(1, 2**32 - 1)
+        print(f"\n{'=' * 60}")
+        print(f"Generation {i + 1} of {needed} (seed: {seed})")
+        print(f"Progress: {existing + i + 1} of {count} total")
+        print(f"{'=' * 60}")
+
+        cmd = [
+            sys.executable,
+            generator_script,
+            image_path,
+            str(seed),
+            "--server",
+            server,
+            "--lora-disney",
+            str(lora_disney),
+            "--lora-kq5hoyos",
+            str(lora_kq5hoyos),
+            "--lora-sylvain",
+            str(lora_sylvain),
+        ]
+        if caption_prompt:
+            cmd.extend(["--caption-prompt", caption_prompt])
+
+        result = subprocess.run(cmd, capture_output=False)
+
+        if result.returncode != 0:
+            print(
+                f"Warning: Generation {i + 1} of {needed} failed with exit code {result.returncode}"
+            )
+        else:
+            image_dir = os.path.dirname(os.path.abspath(image_path)) or "."
+            klein_outputs_dir = os.path.join(image_dir, "klein_outputs")
+            output_path = os.path.join(
+                klein_outputs_dir, f"{room_name}_{seed}_generated.png"
+            )
+            output_paths.append(output_path)
+
+    return output_paths, existing
+
+
+def main():
+    import argparse
+
+    parser = argparse.ArgumentParser(
+        description="Generate multiple images from kq4-decompile visual with different seeds"
+    )
+    parser.add_argument(
+        "image_path",
+        help="Path to kq4-decompile visual image (e.g., kq4-sierra-decompile/rooms/kq4-057-witch-cave/pic_057_visual.png)",
+    )
+    parser.add_argument(
+        "--count",
+        "-n",
+        type=int,
+        default=2,
+        help="Number of variations to generate (default: 2)",
+    )
+    parser.add_argument(
+        "--server",
+        default="127.0.0.1:8188",
+        help="ComfyUI server address (default: 127.0.0.1:8188)",
+    )
+    parser.add_argument(
+        "--dry-run",
+        action="store_true",
+        help="Test mode: validate image file and server connection without generating",
+    )
+    parser.add_argument(
+        "--lora-disney",
+        type=float,
+        default=0.8,
+        help="Disney LoRA strength (default: 0.8)",
+    )
+    parser.add_argument(
+        "--lora-kq5hoyos",
+        type=float,
+        default=0.7,
+        help="KQ5Hoyos LoRA strength (default: 0.7)",
+    )
+    parser.add_argument(
+        "--lora-sylvain",
+        type=float,
+        default=0.5,
+        help="Sylvain LoRA strength (default: 0.5)",
+    )
+    parser.add_argument(
+        "--caption-prompt",
+        default=None,
+        help="Custom caption prompt for scene description",
+    )
+
+    args = parser.parse_args()
+
+    if args.dry_run:
+        print("\n" + "=" * 60)
+        print("DRY RUN MODE - Validating without generating")
+        print("=" * 60)
+
+        print(f"\nChecking ComfyUI server at {args.server}...")
+        if check_server(args.server):
+            print("✓ Server is accessible")
+        else:
+            print(f"✗ Server is NOT accessible at {args.server}")
+            print("  Please ensure ComfyUI is running before generating images.")
+            sys.exit(1)
+
+        print(f"\nValidating: {args.image_path}")
+        output_paths, existing = generate_multiple_klein(
+            args.image_path,
+            args.count,
+            args.server,
+            dry_run=True,
+            lora_disney=args.lora_disney,
+            lora_kq5hoyos=args.lora_kq5hoyos,
+            lora_sylvain=args.lora_sylvain,
+            caption_prompt=args.caption_prompt,
+        )
+        print(f"✓ Image file is valid (found {existing} existing variations)")
+
+        print("\n" + "=" * 60)
+        print("✓ Dry run successful! All checks passed.")
+        print("=" * 60)
+        sys.exit(0)
+
+    print(f"\nChecking ComfyUI server at {args.server}...")
+    if not check_server(args.server):
+        print(f"Error: ComfyUI server is not running at {args.server}")
+        print("Please start ComfyUI first or check the server address.")
+        print(f"\nTo test without generating, use: --dry-run")
+        sys.exit(1)
+    print("✓ Server is running\n")
+
+    output_paths, existing = generate_multiple_klein(
+        args.image_path,
+        args.count,
+        args.server,
+        lora_disney=args.lora_disney,
+        lora_kq5hoyos=args.lora_kq5hoyos,
+        lora_sylvain=args.lora_sylvain,
+        caption_prompt=args.caption_prompt,
+    )
+
+    print(f"\n{'=' * 60}")
+    print("All generations complete!")
+    print(f"{'=' * 60}")
+    if output_paths:
+        print(f"\nCreated {len(output_paths)} new image(s):")
+        for output_path in output_paths:
+            print(f"  - {output_path}")
+    print(f"\nTotal variations now: {existing + len(output_paths)}")
+
+
+if __name__ == "__main__":
+    main()
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+    "class_type": "Flux2Scheduler",
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+      "PowerLoraLoaderHeaderWidget": {
+        "type": "PowerLoraLoaderHeaderWidget"
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+      "lora_1": {
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+        "lora": "klein/klein_disney_2/klein_disney_2_000001900.safetensors",
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+        "strength": 0.7
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+      "lora_3": {
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+      "type": "flux2",
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+    "class_type": "CLIPLoader",
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diff --git a/tools/klein-qwen-combo.json b/tools/klein-qwen-combo.json
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+{
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+}
\ No newline at end of file