Add Docker support and refactor prompt/queue internals

- Add Dockerfile, docker-compose.yml, .dockerignore for containerised deployment
- Extract _resolve_character(), _ensure_character_fields(), _append_background() helpers to eliminate repeated inline character-field injection and background-tag patterns across all secondary-category generate routes
- Add _IDENTITY_KEYS / _WARDROBE_KEYS constants
- Fix build_extras_prompt() bug: detailer prompt (a list) was being appended as a single item instead of extended
- Replace all per-route _finalize closures with _make_finalize() factory, reducing duplication across 10 generate routes
- Add _prune_job_history() called each worker loop iteration to prevent unbounded memory growth
- Remove 10 orphaned legacy finalize_generation HTTP routes and check_status route (superseded by job queue API since job-queue branch)
- Remove one-time migration scripts (migrate_actions, migrate_detailers, migrate_lora_weight_range, migrate_wardrobe)
- Update CLAUDE.md and README.md to document new helpers, queue architecture, and Docker deployment

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

.dockerignore

@@ -0,0 +1,8 @@
+venv/
+__pycache__/
+*.pyc
+instance/
+flask_session/
+static/uploads/
+tools/
+.git/

CLAUDE.md

@@ -96,6 +96,30 @@ Cross-deduplicates tags between the positive and negative prompt strings. For ea
 
 Called as the last step of `_prepare_workflow`, after `_apply_checkpoint_settings` has added `base_positive`/`base_negative`, so it operates on fully-assembled prompts.
 
+### `_IDENTITY_KEYS` / `_WARDROBE_KEYS` (module-level constants)
+Lists of canonical field names for the `identity` and `wardrobe` sections. Used by `_ensure_character_fields()` to avoid hard-coding key lists in every route.
+
+### `_resolve_character(character_slug)`
+Returns a `Character` ORM object for a given slug string. Handles the `"__random__"` sentinel by selecting a random character. Returns `None` if `character_slug` is falsy or no match is found. Every route that accepts an optional character dropdown (outfit, action, style, scene, detailer, checkpoint, look generate routes) uses this instead of an inline if/elif block.
+
+### `_ensure_character_fields(character, selected_fields, include_wardrobe=True, include_defaults=False)`
+Mutates `selected_fields` in place, appending any populated identity, wardrobe, and optional defaults keys that are not already present. Ensures `"special::name"` is always included. Called in every secondary-category generate route immediately after `_resolve_character()` to guarantee the character's essential fields are sent to `build_prompt`.
+
+### `_append_background(prompts, character=None)`
+Appends a `"<primary_color> simple background"` tag (or plain `"simple background"` if no primary color) to `prompts['main']`. Called in outfit, action, style, detailer, and checkpoint generate routes instead of repeating the same inline string construction.
+
+### `_make_finalize(category, slug, db_model_class=None, action=None)`
+Factory function that returns a `_finalize(comfy_prompt_id, job)` callback closure. The closure:
+1. Calls `get_history()` and `get_image()` to retrieve the generated image from ComfyUI.
+2. Saves the image to `static/uploads/<category>/<slug>/gen_<timestamp>.png`.
+3. Sets `job['result']` with `image_url` and `relative_path`.
+4. If `db_model_class` is provided **and** (`action` is `None` or `action == 'replace'`), updates the ORM object's `image_path` and commits.
+
+All `generate` routes pass a `_make_finalize(...)` call as the finalize argument to `_enqueue_job()` instead of defining an inline closure.
+
+### `_prune_job_history(max_age_seconds=3600)`
+Removes entries from `_job_history` that are in a terminal state (`done`, `failed`, `removed`) and older than `max_age_seconds`. Called at the end of every worker loop iteration to prevent unbounded memory growth.
+
 ### `_queue_generation(character, action, selected_fields, client_id)`
 Convenience wrapper for character detail page generation. Loads workflow, calls `build_prompt`, calls `_prepare_workflow`, calls `queue_prompt`.
 
@@ -225,8 +249,7 @@ Checkpoint JSONs are keyed by `checkpoint_path`. If no JSON exists for a discove
 ### Characters
 - `GET /` — character gallery (index)
 - `GET /character/<slug>` — character detail with generation UI
-- `POST /character/<slug>/generate` — queue generation (AJAX or form)
+- `POST /character/<slug>/generate` — queue generation (AJAX or form); returns `{"job_id": ...}`
-- `POST /character/<slug>/finalize_generation/<prompt_id>` — retrieve image from ComfyUI
 - `POST /character/<slug>/replace_cover_from_preview` — promote preview to cover
 - `GET/POST /character/<slug>/edit` — edit character data
 - `POST /character/<slug>/upload` — upload cover image
@@ -239,8 +262,7 @@ Checkpoint JSONs are keyed by `checkpoint_path`. If no JSON exists for a discove
 Each category follows the same URL pattern:
 - `GET /<category>/` — gallery
 - `GET /<category>/<slug>` — detail + generation UI
-- `POST /<category>/<slug>/generate` — queue generation
+- `POST /<category>/<slug>/generate` — queue generation; returns `{"job_id": ...}`
-- `POST /<category>/<slug>/finalize_generation/<prompt_id>` — retrieve image
 - `POST /<category>/<slug>/replace_cover_from_preview`
 - `GET/POST /<category>/<slug>/edit`
 - `POST /<category>/<slug>/upload`
@@ -254,15 +276,13 @@ Each category follows the same URL pattern:
 - `GET /looks` — gallery
 - `GET /look/<slug>` — detail
 - `GET/POST /look/<slug>/edit`
-- `POST /look/<slug>/generate`
+- `POST /look/<slug>/generate` — queue generation; returns `{"job_id": ...}`
-- `POST /look/<slug>/finalize_generation/<prompt_id>`
 - `POST /look/<slug>/replace_cover_from_preview`
 - `GET/POST /look/create`
 - `POST /looks/rescan`
 
 ### Generator (Mix & Match)
 - `GET/POST /generator` — freeform generator with multi-select accordion UI
-- `POST /generator/finalize/<slug>/<prompt_id>` — retrieve image
 - `POST /generator/preview_prompt` — AJAX: preview composed prompt without generating
 
 ### Checkpoints
@@ -271,11 +291,16 @@ Each category follows the same URL pattern:
 - `POST /checkpoint/<slug>/save_json`
 - `POST /checkpoints/rescan`
 
+### Job Queue API
+All generation routes use the background job queue. Frontend polls:
+- `GET /api/queue/<job_id>/status` — returns `{"status": "pending"|"running"|"done"|"failed", "result": {...}}`
+
+Image retrieval is handled server-side by the `_make_finalize()` callback; there are no separate client-facing finalize routes.
+
 ### Utilities
 - `POST /set_default_checkpoint` — save default checkpoint to session
-- `GET /check_status/<prompt_id>` — poll ComfyUI for completion
 - `GET /get_missing_{characters,outfits,actions,scenes}` — AJAX: list items without cover images
-- `POST /generate_missing` — batch generate covers for characters
+- `POST /generate_missing` — batch generate covers for all characters missing one (uses job queue)
 - `POST /clear_all_covers` / `clear_all_{outfit,action,scene}_covers`
 - `GET /gallery` — global image gallery browsing `static/uploads/`
 - `GET/POST /settings` — LLM provider configuration
@@ -295,7 +320,7 @@ Each category follows the same URL pattern:
   - `initJsonEditor(saveUrl)` — shared JSON editor modal (simple form + raw textarea tabs)
 - Context processors inject `all_checkpoints`, `default_checkpoint_path`, and `COMFYUI_WS_URL` into every template.
 - **No `{% block head %}` exists** in layout.html — do not try to use it.
-- Generation is async: JS submits the form via AJAX (`X-Requested-With: XMLHttpRequest`), receives a `prompt_id`, opens a WebSocket to ComfyUI to show progress, then calls the finalize endpoint to save the image.
+- Generation is async: JS submits the form via AJAX (`X-Requested-With: XMLHttpRequest`), receives a `{"job_id": ...}` response, then polls `/api/queue/<job_id>/status` every ~1.5 seconds until `status == "done"`. The server-side worker handles all ComfyUI polling and image saving via the `_make_finalize()` callback. There are no client-facing finalize HTTP routes.
 
 ---
 
@@ -374,6 +399,8 @@ The Flask filesystem session stores:
 
 ## Running the App
 
+### Directly (development)
+
 ```bash
 cd /mnt/alexander/Projects/character-browser
 source venv/bin/activate
@@ -384,6 +411,25 @@ The app runs in debug mode on port 5000 by default. ComfyUI must be running at `
 
 The DB is initialised and all sync functions are called inside `with app.app_context():` at the bottom of `app.py` before `app.run()`.
 
+### Docker
+
+```bash
+docker compose up -d
+```
+
+The compose file (`docker-compose.yml`) runs two services:
+- **`danbooru-mcp`** — built from `https://git.liveaodh.com/aodhan/danbooru-mcp.git`; the MCP tag-search container used by `call_llm()`.
+- **`app`** — the Flask app, exposed on host port **5782** → container port 5000.
+
+Key environment variables set by compose:
+- `COMFYUI_URL=http://10.0.0.200:8188` — points at ComfyUI on the Docker host network.
+- `SKIP_MCP_AUTOSTART=true` — disables the app's built-in danbooru-mcp launch logic (compose manages it).
+
+Volumes mounted into the app container:
+- `./data`, `./static/uploads`, `./instance`, `./flask_session` — persistent app data.
+- `/Volumes/ImageModels:/ImageModels:ro` — model files for checkpoint/LoRA scanning (**requires Docker Desktop file sharing enabled for `/Volumes/ImageModels`**).
+- `/var/run/docker.sock` — Docker socket so the app can exec danbooru-mcp tool containers.
+
 ---
 
 ## Common Pitfalls
@@ -396,3 +442,4 @@ The DB is initialised and all sync functions are called inside `with app.app_con
 - **AJAX detection**: `request.headers.get('X-Requested-With') == 'XMLHttpRequest'` determines whether to return JSON or redirect.
 - **Session must be marked modified for JSON responses**: After setting session values in AJAX-responding routes, set `session.modified = True`.
 - **Detailer `prompt` is a list**: The `prompt` field in detailer JSON is stored as a list of strings (e.g. `["detailed skin", "pores"]`), not a plain string. When merging into `tags` for `build_prompt`, use `extend` for lists and `append` for strings — never append the list object itself or `", ".join()` will fail on the nested list item.
+- **`_make_finalize` action semantics**: Pass `action=None` when the route should always update the DB cover (e.g. batch generate, checkpoint generate). Pass `action=request.form.get('action')` for routes that support both "preview" (no DB update) and "replace" (update DB). The factory skips the DB write when `action` is truthy and not `"replace"`.

Dockerfile

@@ -0,0 +1,29 @@
+FROM python:3.12-slim
+
+# Install system deps: git (for danbooru-mcp repo clone) + docker CLI
+RUN apt-get update && apt-get install -y --no-install-recommends \
+    git \
+    curl \
+    ca-certificates \
+    && install -m 0755 -d /etc/apt/keyrings \
+    && curl -fsSL https://download.docker.com/linux/debian/gpg -o /etc/apt/keyrings/docker.asc \
+    && chmod a+r /etc/apt/keyrings/docker.asc \
+    && echo "deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] https://download.docker.com/linux/debian $(. /etc/os-release && echo "$VERSION_CODENAME") stable" \
+       > /etc/apt/sources.list.d/docker.list \
+    && apt-get update && apt-get install -y --no-install-recommends docker-ce-cli docker-compose-plugin \
+    && rm -rf /var/lib/apt/lists/*
+
+WORKDIR /app
+
+COPY requirements.txt .
+RUN pip install --no-cache-dir -r requirements.txt
+
+COPY . .
+
+# Writable dirs that will typically be bind-mounted at runtime
+RUN mkdir -p static/uploads instance flask_session data/characters data/clothing \
+    data/actions data/styles data/scenes data/detailers data/checkpoints data/looks
+
+EXPOSE 5000
+
+CMD ["python", "app.py"]

README.md

@@ -39,6 +39,20 @@ A local web-based GUI for managing character profiles (JSON) and generating cons
 
 ## Setup & Installation
 
+### Option A — Docker (recommended)
+
+1. **Clone the repository.**
+2. Edit `docker-compose.yml` if needed:
+   - Set `COMFYUI_URL` to your ComfyUI host/port.
+   - Adjust the `/Volumes/ImageModels` volume path to your model directory. If you're on Docker Desktop, add the path under **Settings → Resources → File Sharing** first.
+3. **Start services:**
+   ```bash
+   docker compose up -d
+   ```
+   The app will be available at `http://localhost:5782`.
+
+### Option B — Local (development)
+
 1. **Clone the repository** to your local machine.
 2. **Configure Paths**: Open `app.py` and update the following variables to match your system:
    ```python

docker-compose.yml

@@ -0,0 +1,31 @@
+services:
+  danbooru-mcp:
+    build: https://git.liveaodh.com/aodhan/danbooru-mcp.git
+    image: danbooru-mcp:latest
+    stdin_open: true
+    restart: unless-stopped
+
+  app:
+    build: .
+    ports:
+      - "5782:5000"
+    environment:
+      # ComfyUI runs on the Docker host
+      COMFYUI_URL: http://10.0.0.200:8188     # Compose manages danbooru-mcp — skip the app's auto-start logic
+      SKIP_MCP_AUTOSTART: "true"
+    volumes:
+      # Persistent data
+      - ./data:/app/data
+      - ./static/uploads:/app/static/uploads
+      - ./instance:/app/instance
+      - ./flask_session:/app/flask_session
+      # Model files (read-only — used for checkpoint/LoRA scanning)
+      - /Volumes/ImageModels:/ImageModels:ro
+      # Docker socket so the app can run danbooru-mcp tool containers
+      - /var/run/docker.sock:/var/run/docker.sock
+    extra_hosts:
+      # Resolve host.docker.internal on Linux hosts
+      - "host.docker.internal:host-gateway"
+    depends_on:
+      - danbooru-mcp
+    restart: unless-stopped

migrate_actions.py

@@ -1,63 +0,0 @@
-import os
-import json
-from collections import OrderedDict
-
-ACTIONS_DIR = 'data/actions'
-
-def migrate_actions():
-    if not os.path.exists(ACTIONS_DIR):
-        print(f"Directory {ACTIONS_DIR} not found.")
-        return
-
-    count = 0
-    for filename in os.listdir(ACTIONS_DIR):
-        if not filename.endswith('.json'):
-            continue
-            
-        filepath = os.path.join(ACTIONS_DIR, filename)
-        try:
-            with open(filepath, 'r') as f:
-                data = json.load(f, object_pairs_hook=OrderedDict)
-            
-            # Check if participants already exists
-            if 'participants' in data:
-                print(f"Skipping {filename}: 'participants' already exists.")
-                continue
-                
-            # Create new ordered dict to enforce order
-            new_data = OrderedDict()
-            
-            # Copy keys up to 'action'
-            found_action = False
-            for key, value in data.items():
-                new_data[key] = value
-                if key == 'action':
-                    found_action = True
-                    # Insert participants here
-                    new_data['participants'] = {
-                        "solo_focus": "true",
-                        "orientation": "MF"
-                    }
-            
-            # If 'action' wasn't found, append at the end
-            if not found_action:
-                print(f"Warning: 'action' key not found in {filename}. Appending 'participants' at the end.")
-                new_data['participants'] = {
-                    "solo_focus": "true",
-                    "orientation": "MF"
-                }
-            
-            # Write back to file
-            with open(filepath, 'w') as f:
-                json.dump(new_data, f, indent=2)
-                
-            count += 1
-            # print(f"Updated {filename}") # Commented out to reduce noise if many files
-            
-        except Exception as e:
-            print(f"Error processing {filename}: {e}")
-
-    print(f"Migration complete. Updated {count} files.")
-
-if __name__ == "__main__":
-    migrate_actions()

migrate_detailers.py

@@ -1,61 +0,0 @@
-import os
-import json
-import re
-
-DETAILERS_DIR = 'data/detailers'
-
-def migrate_detailers():
-    if not os.path.exists(DETAILERS_DIR):
-        print(f"Directory {DETAILERS_DIR} does not exist.")
-        return
-
-    count = 0
-    for filename in os.listdir(DETAILERS_DIR):
-        if filename.endswith('.json'):
-            file_path = os.path.join(DETAILERS_DIR, filename)
-            try:
-                with open(file_path, 'r') as f:
-                    data = json.load(f)
-                
-                # Create a new ordered dictionary
-                new_data = {}
-                
-                # Copy existing fields up to 'prompt'
-                if 'detailer_id' in data:
-                    new_data['detailer_id'] = data['detailer_id']
-                if 'detailer_name' in data:
-                    new_data['detailer_name'] = data['detailer_name']
-                
-                # Handle 'prompt'
-                prompt_val = data.get('prompt', [])
-                if isinstance(prompt_val, str):
-                    # Split by comma and strip whitespace
-                    new_data['prompt'] = [p.strip() for p in prompt_val.split(',') if p.strip()]
-                else:
-                    new_data['prompt'] = prompt_val
-                
-                # Insert 'focus'
-                if 'focus' not in data:
-                    new_data['focus'] = ""
-                else:
-                    new_data['focus'] = data['focus']
-                
-                # Copy remaining fields
-                for key, value in data.items():
-                    if key not in ['detailer_id', 'detailer_name', 'prompt', 'focus']:
-                        new_data[key] = value
-                
-                # Write back to file
-                with open(file_path, 'w') as f:
-                    json.dump(new_data, f, indent=2)
-                
-                print(f"Migrated {filename}")
-                count += 1
-                
-            except Exception as e:
-                print(f"Error processing {filename}: {e}")
-
-    print(f"Migration complete. Processed {count} files.")
-
-if __name__ == '__main__':
-    migrate_detailers()

migrate_lora_weight_range.py

@@ -1,79 +0,0 @@
-#!/usr/bin/env python3
-"""
-Migration: add lora_weight_min / lora_weight_max to every entity JSON.
-
-For each JSON file in the target directories we:
-  - Read the existing lora_weight value (default 1.0 if missing)
-  - Write lora_weight_min = lora_weight (if not already set)
-  - Write lora_weight_max = lora_weight (if not already set)
-  - Leave lora_weight in place (the resolver still uses it as a fallback)
-
-Directories processed (skip data/checkpoints — no LoRA weight there):
-  data/characters/
-  data/clothing/
-  data/actions/
-  data/styles/
-  data/scenes/
-  data/detailers/
-  data/looks/
-"""
-
-import glob
-import json
-import os
-import sys
-
-DIRS = [
-    'data/characters',
-    'data/clothing',
-    'data/actions',
-    'data/styles',
-    'data/scenes',
-    'data/detailers',
-    'data/looks',
-]
-
-dry_run = '--dry-run' in sys.argv
-updated = 0
-skipped = 0
-errors = 0
-
-for directory in DIRS:
-    pattern = os.path.join(directory, '*.json')
-    for path in sorted(glob.glob(pattern)):
-        try:
-            with open(path, 'r', encoding='utf-8') as f:
-                data = json.load(f)
-
-            lora = data.get('lora')
-            if not isinstance(lora, dict):
-                skipped += 1
-                continue
-
-            weight = float(lora.get('lora_weight', 1.0))
-            changed = False
-
-            if 'lora_weight_min' not in lora:
-                lora['lora_weight_min'] = weight
-                changed = True
-            if 'lora_weight_max' not in lora:
-                lora['lora_weight_max'] = weight
-                changed = True
-
-            if changed:
-                if not dry_run:
-                    with open(path, 'w', encoding='utf-8') as f:
-                        json.dump(data, f, indent=2, ensure_ascii=False)
-                        f.write('\n')
-                print(f"  [{'DRY' if dry_run else 'OK'}]  {path}  weight={weight}")
-                updated += 1
-            else:
-                skipped += 1
-
-        except Exception as e:
-            print(f"  [ERR] {path}: {e}", file=sys.stderr)
-            errors += 1
-
-print(f"\nDone. updated={updated}  skipped={skipped}  errors={errors}")
-if dry_run:
-    print("(dry-run — no files were written)")

migrate_wardrobe.py

@@ -1,153 +0,0 @@
-#!/usr/bin/env python3
-"""
-Migration script to convert wardrobe structure from flat to nested format.
-
-Before:
-  "wardrobe": {
-    "headwear": "...",
-    "top": "...",
-    ...
-  }
-
-After:
-  "wardrobe": {
-    "default": {
-      "headwear": "...",
-      "top": "...",
-      ...
-    }
-  }
-
-This enables multiple outfits per character.
-"""
-
-import os
-import json
-from pathlib import Path
-
-
-def migrate_wardrobe(characters_dir: str = "characters", dry_run: bool = False):
-    """
-    Migrate all character JSON files to the new wardrobe structure.
-    
-    Args:
-        characters_dir: Path to the directory containing character JSON files
-        dry_run: If True, only print what would be changed without modifying files
-    """
-    characters_path = Path(characters_dir)
-    
-    if not characters_path.exists():
-        print(f"Error: Directory '{characters_dir}' does not exist")
-        return
-    
-    json_files = list(characters_path.glob("*.json"))
-    
-    if not json_files:
-        print(f"No JSON files found in '{characters_dir}'")
-        return
-    
-    migrated_count = 0
-    skipped_count = 0
-    error_count = 0
-    
-    for json_file in json_files:
-        try:
-            with open(json_file, 'r', encoding='utf-8') as f:
-                data = json.load(f)
-            
-            # Check if character has a wardrobe
-            if 'wardrobe' not in data:
-                print(f"  [SKIP] {json_file.name}: No wardrobe field")
-                skipped_count += 1
-                continue
-            
-            wardrobe = data['wardrobe']
-            
-            # Check if already migrated (wardrobe contains 'default' key with nested dict)
-            if 'default' in wardrobe and isinstance(wardrobe['default'], dict):
-                # Verify it's actually the new format (has wardrobe keys inside)
-                expected_keys = {'headwear', 'top', 'legwear', 'footwear', 'hands', 'accessories', 
-                                'inner_layer', 'outer_layer', 'lower_body', 'gloves'}
-                if any(key in wardrobe['default'] for key in expected_keys):
-                    print(f"  [SKIP] {json_file.name}: Already migrated")
-                    skipped_count += 1
-                    continue
-            
-            # Check if wardrobe is a flat structure (not already nested)
-            # A flat wardrobe has string values, a nested one has dict values
-            if not isinstance(wardrobe, dict):
-                print(f"  [ERROR] {json_file.name}: Wardrobe is not a dictionary")
-                error_count += 1
-                continue
-            
-            # Check if any value is a dict (indicating partial migration or different structure)
-            has_nested_values = any(isinstance(v, dict) for v in wardrobe.values())
-            if has_nested_values:
-                print(f"  [SKIP] {json_file.name}: Wardrobe has nested values, may already be migrated")
-                skipped_count += 1
-                continue
-            
-            # Perform migration
-            new_wardrobe = {
-                "default": wardrobe
-            }
-            data['wardrobe'] = new_wardrobe
-            
-            if dry_run:
-                print(f"  [DRY-RUN] {json_file.name}: Would migrate wardrobe")
-                print(f"            Old: {json.dumps(wardrobe, indent=2)[:100]}...")
-                print(f"            New: {json.dumps(new_wardrobe, indent=2)[:100]}...")
-            else:
-                with open(json_file, 'w', encoding='utf-8') as f:
-                    json.dump(data, f, indent=2, ensure_ascii=False)
-                print(f"  [MIGRATED] {json_file.name}")
-            
-            migrated_count += 1
-            
-        except json.JSONDecodeError as e:
-            print(f"  [ERROR] {json_file.name}: Invalid JSON - {e}")
-            error_count += 1
-        except Exception as e:
-            print(f"  [ERROR] {json_file.name}: {e}")
-            error_count += 1
-    
-    print()
-    print("=" * 50)
-    print(f"Migration complete:")
-    print(f"  - Migrated: {migrated_count}")
-    print(f"  - Skipped:  {skipped_count}")
-    print(f"  - Errors:   {error_count}")
-    if dry_run:
-        print()
-        print("This was a dry run. No files were modified.")
-        print("Run with --execute to apply changes.")
-
-
-if __name__ == "__main__":
-    import argparse
-    
-    parser = argparse.ArgumentParser(
-        description="Migrate character wardrobe structure to support multiple outfits"
-    )
-    parser.add_argument(
-        "--execute",
-        action="store_true",
-        help="Actually modify files (default is dry-run)"
-    )
-    parser.add_argument(
-        "--dir",
-        default="characters",
-        help="Directory containing character JSON files (default: characters)"
-    )
-    
-    args = parser.parse_args()
-    
-    print("=" * 50)
-    print("Wardrobe Migration Script")
-    print("=" * 50)
-    print(f"Directory: {args.dir}")
-    print(f"Mode: {'EXECUTE' if args.execute else 'DRY-RUN'}")
-    print("=" * 50)
-    print()
-    
-    migrate_wardrobe(characters_dir=args.dir, dry_run=not args.execute)