feat: video creation dashboard with real-time progress tracking

Add /create page with pipeline stage polling, /video/<id> route for safe file serving, modernized Tailwind/DaisyUI UI, and pytest regression tests. Consolidate AGENT.md + AGENTS.md into CLAUDE.md. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
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 # AGENT.md — Guidance for Agents & AI Working on VideoMakerBot
 This document guides **agents, bots, and AI assistants** on how to work effectively with the VideoMakerBot codebase.
 ---
 ## Quick Start for Agents
 ### Core Principle
 **VideoMakerBot uses a platform-agnostic factory pattern.** Always respect the abstraction:
 - Don't import platform-specific modules (reddit/, threads/) directly
 - Always use `platforms/__init__.py` factory functions
 - Keep platform-specific logic in `platforms/{platform}/`
 ### The "Do This" Checklist
 1. ✅ Read existing CLAUDE.md for architecture context
 2. ✅ Use factory: `from platforms import get_content_object, get_screenshot_fn`
 3. ✅ Return standard `content_object` dict from all fetchers
 4. ✅ Test both Reddit and Threads modes before declaring completion
 5. ✅ Use config fallback chains for cross-platform keys
 6. ✅ Document platform-specific logic in docstrings
 ### The "Don't Do This" List
 1. ❌ Import `reddit.subreddit` directly in main.py or generic modules
 2. ❌ Hardcode subreddit/platform names in core video pipeline
 3. ❌ Add platform-specific selectors outside `platforms/{platform}/`
 4. ❌ Assume config keys exist without `.get()` and fallbacks
 5. ❌ Modify screenshot_downloader.py for non-Reddit platforms
 ---
 ## Understanding the Codebase Structure
 ### Entry Point
 **`main.py`** — Single CLI entry point using platform factory
 - Calls `get_content_object(POST_ID)` from factory
 - Calls `get_screenshot_fn()` from factory
 - Everything else is platform-agnostic
 ### Platform Layer (`platforms/`)
 - **`__init__.py`** — Factory dispatch functions (add new platforms here)
 - **`threads/fetcher.py`** — Threads Graph API client (returns standard dict)
 - **`threads/screenshot.py`** — Threads.net Playwright screenshotter
 ### Legacy Platform (`reddit/`)
 - **`subreddit.py`** — PRAW API client (returns standard dict)
 - No changes needed; called via factory
 ### Video Pipeline (`video_creation/`)
 - **`final_video.py`** — FFmpeg composition (platform-aware output folder only)
 - **`screenshot_downloader.py`** — Reddit Playwright screenshotter (not called for Threads)
 - **`voices.py`** — TTS orchestration (platform-agnostic)
 - **`background.py`** — Video/audio download (platform-agnostic)
 ### TTS Layer (`TTS/`)
 - **`engine_wrapper.py`** — Provider abstraction (handles `post_lang` fallback)
 - **`*.py`** — Individual provider implementations (elevenlabs, aws_polly, etc.)
 ### Config & Utils (`utils/`)
 - **`settings.py`** — TOML config loading & validation
 - **`videos.py`** — Dedup tracking (`check_done()` + `check_done_by_id()`)
 - **`.config.template.toml`** — Config schema with `[settings]`, `[reddit.*]`, `[threads.*]`, `[ai]`
 ---
 ## How to Approach Common Tasks
 ### Adding a New Social Platform (e.g., X/Twitter)
 **Steps:**
 1. Create `platforms/twitter/fetcher.py`:
   ```python
   def get_twitter_content(POST_ID=None) -> dict:
       """Fetch post + replies, return standard content_object."""
       # Implement API fetching logic here
       return {
           "thread_id": ...,
           "thread_category": "twitter",  # NEW: generic field for output folder
           "thread_title": ...,
           "thread_url": ...,
           "comments": [...]
       }
   ```
 2. Create `platforms/twitter/screenshot.py`:
   ```python
   def get_screenshots_of_twitter_posts(content_object: dict, screenshot_num: int):
       """Use Playwright to screenshot X/Twitter posts."""
       # Implement Playwright logic here
   ```
 3. Update `platforms/__init__.py`:
   ```python
   elif platform == "twitter":
       from platforms.twitter.fetcher import get_twitter_content
       return get_twitter_content(POST_ID)
   ```
 4. Add config section to `utils/.config.template.toml`:
   ```toml
   [twitter.creds]
   api_key = { ... }
   api_secret = { ... }
   [twitter.thread]
   post_id = { ... }
   ```
 5. Update `main.py` helper:
   ```python
   elif platform == "twitter":
       return config.get("twitter", {}).get("thread", {}).get("post_id", "")
   ```
 6. **Zero changes needed to:** TTS, backgrounds, video composition, utils.
 **Verification:**
 ```bash
 # Test Reddit (regression check)
 sed -i 's/platform = "twitter"/platform = "reddit"/' config.toml
 python3 main.py
 # Verify results/{subreddit}/ output
 # Test Twitter
 sed -i 's/platform = "reddit"/platform = "twitter"/' config.toml
 python3 main.py --post-id <twitter-id>
 # Verify results/twitter/ output
 ```
 ---
 ### Modifying the Video Pipeline
 **Scenario:** You need to change FFmpeg composition or add a new processing step.
 **Approach:**
 1. Check which data the modified code consumes (`content_object` dict)
 2. Verify it works with both Reddit and Threads content structures
 3. If platform-specific: move logic to `platforms/{platform}/`
 4. If generic: keep in `video_creation/`
 5. Test both modes before merging
 **Example:** Adding video filters
 ```python
 # In final_video.py (generic, works for all platforms)
 def apply_filter(video_clip, filter_type):
    # No platform-specific logic here
    return video_clip.filter(...)
 # Test:
 # - Reddit mode produces filtered video
 # - Threads mode produces filtered video
 ```
 ---
 ### Fixing a Bug in Config Handling
 **Scenario:** `post_lang` is not being applied correctly.
 **Debug Path:**
 1. Check `utils/settings.py` — how is config loaded?
 2. Check `TTS/engine_wrapper.py:182` — uses fallback chain:
   ```python
   lang = (settings.config["settings"].get("post_lang") or
           settings.config.get("reddit", {}).get("thread", {}).get("post_lang", ""))
   ```
 3. Check `video_creation/final_video.py:78` — same fallback logic
 4. If still broken: verify `utils/.config.template.toml` has the key defined
 5. Test both platforms with `post_lang = "es"` in config
 ---
 ### Adding Support for a New TTS Provider
 **Scenario:** User wants Whisper TTS support.
 **Steps:**
 1. Create `TTS/whisper_tts.py`:
   ```python
   class WhisperTTS:
       def make_voice(self, text):
           # Call Whisper API
           return audio_bytes
   ```
 2. Update `TTS/engine_wrapper.py:make_voice()`:
   ```python
   elif voice_choice == "whisper":
       from TTS.whisper_tts import WhisperTTS
       return WhisperTTS().make_voice(text)
   ```
 3. Add config to `utils/.config.template.toml`:
   ```toml
   [settings.tts]
   whisper_api_key = { optional = true, ... }
   ```
 4. Test:
   ```bash
   # In config.toml:
   voice_choice = "whisper"
   # Run: python3 main.py
   ```
 ---
 ## Common Pitfalls & How to Avoid Them
 ### Pitfall 1: Platform-Specific Code in Generic Modules
 **Problem:**
 ```python
 # BAD: In video_creation/final_video.py
 subreddit = settings.config["reddit"]["thread"]["subreddit"]
 ```
 **Will break** when platform = "threads" (no reddit.thread.subreddit).
 **Solution:**
 ```python
 # GOOD:
 platform = settings.config["settings"].get("platform", "reddit")
 if platform == "reddit":
    category = settings.config["reddit"]["thread"]["subreddit"]
 else:
    category = reddit_obj.get("thread_category", platform)
 ```
 ### Pitfall 2: Hardcoding Selectors in Platform-Agnostic Code
 **Problem:**
 ```python
 # BAD: In video_creation/voices.py
 element = page.locator("#t1_{comment_id}")  # Reddit-only selector!
 ```
 **Will fail** when running Threads mode (different DOM).
 **Solution:**
 - Keep all Playwright logic in `platforms/{platform}/screenshot.py`
 - Never hardcode selectors in generic modules
 ### Pitfall 3: Forgetting to Test Both Modes
 **Problem:** You change `final_video.py`, test with Reddit, declare done.
 Threads mode breaks because you didn't test it.
 **Solution:**
 ```bash
 # Test both before committing:
 sed -i 's/platform = "threads"/platform = "reddit"/' config.toml
 python3 main.py
 # Check results/{subreddit}/
 sed -i 's/platform = "reddit"/platform = "threads"/' config.toml
 python3 main.py --post-id <id>
 # Check results/threads/
 ```
 ### Pitfall 4: Assuming Config Keys Exist
 **Problem:**
 ```python
 # BAD:
 lang = settings.config["reddit"]["thread"]["post_lang"]
 ```
 **Will crash** if key doesn't exist.
 **Solution:**
 ```python
 # GOOD:
 lang = (settings.config["settings"].get("post_lang") or
        settings.config.get("reddit", {}).get("thread", {}).get("post_lang", ""))
 ```
 ---
 ## Code Review Checklist for Agents
 Before marking work complete, verify:
 - [ ] **No platform imports in main.py** — Uses factory only
 - [ ] **Standard content_object dict** — All fetchers return same shape
 - [ ] **Platform-specific logic isolated** — Only in `platforms/{platform}/`
 - [ ] **Config fallback chains** — No hardcoded section names in generic code
 - [ ] **Both modes tested** — Reddit AND Threads produce correct output
 - [ ] **Docstrings updated** — New functions document platform assumptions
 - [ ] **Error messages clear** — Include platform name + actionable guidance
 - [ ] **Video dedup works** — No duplicate videos created
 ---
 ## Understanding Data Flow
 ### Happy Path: Fetch → TTS → Screenshot → Compose → Output
 ```
 1. main.py:main()
   └─→ platforms/__init__.py:get_content_object()
       └─→ platforms/threads/fetcher.py:get_threads_content()
           └─→ Returns: {thread_id, thread_title, comments, ...}
 2. video_creation/voices.py:save_text_to_mp3()
   └─→ TTS/engine_wrapper.py:process_text()
       └─→ TTS/engine_wrapper.py:make_voice()
           └─→ TTS/{provider}.py: {elevenlabs,tiktok,etc}
               └─→ Returns: audio_length, comment_count
 3. platforms/__init__.py:get_screenshot_fn()
   └─→ platforms/threads/screenshot.py:get_screenshots_of_threads_posts()
       └─→ Uses Playwright on threads.net
           └─→ Saves: assets/temp/{thread_id}/png/{title,comment_0,etc}.png
 4. video_creation/background.py
   └─→ download_background_video() & download_background_audio()
       └─→ Uses yt-dlp to fetch YouTube videos/audio
           └─→ Saves to: assets/temp/{thread_id}/{video,audio}
 5. video_creation/final_video.py:make_final_video()
   └─→ Uses FFmpeg to compose everything
       └─→ Reads: audio files, screenshot PNGs, background video
           └─→ Writes: results/{thread_category}/{filename}.mp4
 6. utils/videos.py:save_data()
   └─→ Records video in videos.json for dedup
 ```
 ### Config Flow
 ```
 config.toml (user settings)
    ↓
 utils/settings.py:check_toml()
    └─→ Validates against .config.template.toml schema
        └─→ Returns: settings.config (dict)
            Used by:
            ├─ main.py (platform selection)
            ├─ platforms/reddit/ (subreddit, etc.)
            ├─ platforms/threads/ (Graph API token, etc.)
            ├─ TTS/engine_wrapper.py (post_lang fallback)
            ├─ video_creation/ (theme, resolution, etc.)
            └─ utils/videos.py (dedup behavior)
 ```
 ---
 ## Deployment Notes
 ### Python Version
 - **Minimum:** 3.10
 - **Tested:** 3.10, 3.11, 3.12
 - **Reason:** F-strings, type hints, modern async patterns
 ### Critical Dependencies
 - **reddit platform:** praw 7.8.1 (requires Reddit OAuth app)
 - **threads platform:** requests (for Graph API calls)
 - **screenshots:** playwright 1.49.1 (requires browser installation: `playwright install`)
 - **video:** moviepy 2.2.1, ffmpeg-python 0.2.0 (requires FFmpeg system binary)
 - **tts:** varies per provider (elevenlabs, aws_polly, openai, etc.)
 ### Versions That Caused Issues
 - **yt-dlp==2026.3.17** — Doesn't exist (use 2025.10.14 or latest stable)
 - **playwright without browser install** — Will crash on first screenshot
 ---
 ## When to Escalate
 ### Escalate to User if:
 - User needs new platform support (only they know requirements)
 - Config changes affect backward compatibility
 - Performance optimization needed (only user knows acceptable limits)
 - Security concern (token handling, credential storage, etc.)
 ### Safe to Implement as Agent:
 - Bug fixes within existing architecture
 - Adding new TTS providers
 - Extending config options for existing platforms
 - Performance optimizations (caching, parallelization)
 - New filter/processing features that work platform-agnostically
 - Documentation & refactoring
 ---
 ## Final Guidance
 **Golden Rule:** The factory pattern is your friend. When in doubt, check if your change breaks the abstraction. If it does, rethink it.
 **Test Obsessively:** Always run both Reddit and Threads modes. The codebase is designed for multi-platform support, and it's easy to break one platform while fixing another.
 **Document Platform Assumptions:** If your code works differently for Reddit vs Threads, say so explicitly in docstrings and comments.
 **Ask Yourself:** "Would this work for X/Twitter?" If no, it probably belongs in `platforms/threads/`, not in generic code.
 Good luck, and happy contributing! 🎥
--- a/AGENTS.md
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@ -1,457 +0,0 @@
 # AGENTS.md — VideoMakerBot Development Guide
 ## Project Overview
 **VideoMakerBot** — Automated short-form video creator from social media content.
 **Status:** Production-ready, actively maintained (v3.4.0)
 **Language:** Python 3.10+
 **Platforms:** Reddit (original), Threads (NEW), X/Twitter (planned)
 ### Core Mission
 Transforms social media threads (post + comments/replies) into complete short-form videos with:
 - AI-generated speech (7+ TTS providers)
 - UI screenshots (Playwright)
 - Background video/audio overlays
 - FFmpeg composition & output
 ---
 ## Architecture at a Glance
 ```
 main.py (CLI)
    ↓ [platform factory]
    ├─→ reddit/subreddit.py [PRAW API]
    └─→ platforms/threads/fetcher.py [Graph API]
        ↓ [standard data dict]
        ├─→ TTS/engine_wrapper.py [7+ providers]
        ├─→ screenshot_downloader.py (Reddit)
        │   or platforms/threads/screenshot.py (Threads)
        ├─→ video_creation/background.py
        └─→ video_creation/final_video.py [FFmpeg]
            ↓
            results/{category}/{video.mp4}
 ```
 ### Key Design: Platform Abstraction via Factory Pattern
 **Why:** Single codebase supports multiple platforms without tight coupling.
 **How:** `platforms/__init__.py` exports:
 - `get_content_object(POST_ID=None)` — routes to right fetcher
 - `get_screenshot_fn()` — routes to right screenshotter
 **Result:** Adding X/Twitter requires only: new module + config section + two `elif` branches.
 ---
 ## Data Contract: The "content_object" Dict
 All fetchers return this shape (defined in `platforms/__init__.py`):
 ```python
 {
    # Unique identifiers
    "thread_id":       str,           # Used for temp folder: assets/temp/{id}/
    "thread_category": str,           # "reddit", "threads", etc. → output folder
    # Content
    "thread_title":    str,           # TTS as title + output filename
    "thread_url":      str,           # Playwright navigates here for screenshot
    "is_nsfw":         bool,          # Content filter flag
    # Replies/Comments (mutually exclusive with thread_post)
    "comments": [
        {
            "comment_body": str,      # TTS per reply
            "comment_url":  str,      # Playwright navigates here
            "comment_id":   str,      # CSS selector ID or unique identifier
        }
    ],
    # OR Story mode:
    "thread_post":     str | list,    # Long-form text (no comments)
 }
 ```
 **Why:** Loose coupling—TTS, backgrounds, and video composition don't need platform-specific logic.
 ---
 ## File Organization
 ```
 VideoMakerBot/
 ├── platforms/                      # Multi-platform abstraction
 │   ├── __init__.py                # Factory: get_content_object(), get_screenshot_fn()
 │   └── threads/                   # Threads (Meta) implementation
 │       ├── fetcher.py             # Graph API → content_object
 │       └── screenshot.py          # Playwright Threads screenshotter
 │
 ├── reddit/                        # Reddit implementation (kept as-is)
 │   └── subreddit.py              # PRAW API → content_object + thread_category
 │
 ├── video_creation/
 │   ├── final_video.py            # FFmpeg composition (platform-aware folder naming)
 │   ├── screenshot_downloader.py  # Playwright Reddit UI capturer
 │   ├── voices.py                 # TTS orchestrator (platform-agnostic)
 │   ├── background.py             # Video/audio downloader (platform-agnostic)
 │   └── data/
 │       ├── videos.json           # Dedup tracker
 │       ├── cookie-dark-mode.json # Reddit theme cookie
 │       └── cookie-threads.json   # Threads session cookie (auto-created)
 │
 ├── TTS/                          # Text-to-Speech
 │   ├── engine_wrapper.py         # Provider abstraction + post_lang fallback
 │   ├── elevenlabs.py, aws_polly.py, etc. # 7+ provider implementations
 │
 ├── utils/
 │   ├── settings.py               # Config loading + validation
 │   ├── videos.py                 # check_done() + check_done_by_id()
 │   ├── console.py                # Rich terminal output
 │   ├── .config.template.toml     # Config schema (platform sections)
 │   └── ... (id, voice, cleanup, etc.)
 │
 ├── main.py                       # CLI entry (platform-routed via factory)
 ├── GUI.py                        # Flask web UI (localhost:4000 in host mode, 0.0.0.0 in Docker)
 ├── requirements.txt              # Dependencies
 └── AGENTS.md / AGENT.md          # This file + agent guidelines
 ```
 ---
 ## Configuration
 **File:** `utils/.config.template.toml` (schema) → `config.toml` (user config)
 ### Platform Selection
 ```toml
 [settings]
 platform = "reddit"     # or "threads"
 post_lang = "es-cr"     # Optional: translation language (all platforms)
 ```
 ### Reddit Config
 ```toml
 [reddit.creds]
 client_id = "..."       # OAuth app
 client_secret = "..."
 username = "..."
 password = "..."
 2fa = true/false
 [reddit.thread]
 subreddit = "AskReddit"
 post_id = ""            # Leave blank for auto-pick
 max_comment_length = 500
 min_comment_length = 1
 min_comments = 20
 blocked_words = "..."
 ```
 ### Threads Config (NEW)
 ```toml
 [threads.creds]
 access_token = "EAABsbCS..."  # Meta Graph API token (60-day expiry)
 user_id = "12345678901234567"
 username = "your_insta"       # For Playwright login
 password = "your_password"
 [threads.thread]
 post_id = ""            # Leave blank for auto-pick
 max_reply_length = 500
 min_reply_length = 1
 min_replies = 5
 blocked_words = "..."
 ```
 ### Generic Settings
 ```toml
 [settings]
 theme = "dark"
 resolution_w = 1080
 resolution_h = 1920
 storymode = false
 times_to_run = 1
 [settings.tts]
 voice_choice = "tiktok"     # or "elevenlabs", "awspolly", "googletranslate", etc.
 random_voice = true
 silence_duration = 0.3
 [settings.background]
 background_video = "minecraft"
 background_audio = "lofi"
 background_audio_volume = 0.15
 ```
 ---
 ## Development Guidelines
 ### ✅ DO:
 1. **Use platform factory in main.py**
   ```python
   from platforms import get_content_object, get_screenshot_fn
   reddit_object = get_content_object(POST_ID)
   screenshot_fn = get_screenshot_fn()
   screenshot_fn(reddit_object, number_of_comments)
   ```
 2. **Return standard content dict** from all fetchers
   ```python
   return {
       "thread_id": ...,
       "thread_category": ...,  # NEW: replaces hardcoded subreddit
       "comments": [...]
   }
   ```
 3. **Use config fallback chains** for cross-platform keys
   ```python
   lang = (settings.config["settings"].get("post_lang") or
           settings.config.get("reddit", {}).get("thread", {}).get("post_lang", ""))
   ```
 4. **Read thread_category from dict** instead of config
   ```python
   # WRONG:
   subreddit = settings.config["reddit"]["thread"]["subreddit"]
   # RIGHT:
   platform = settings.config["settings"].get("platform", "reddit")
   if platform == "reddit":
       subreddit = settings.config["reddit"]["thread"]["subreddit"]
   else:
       subreddit = reddit_obj.get("thread_category", platform)
   ```
 5. **Test both platforms** after core pipeline changes
   ```bash
   # Test Reddit (must not regress)
   sed -i 's/platform = "threads"/platform = "reddit"/' config.toml
   python3 main.py
   # Test Threads
   sed -i 's/platform = "reddit"/platform = "threads"/' config.toml
   python3 main.py --post-id <threads-id>
   ```
 ### ❌ DON'T:
 1. **Don't import platform modules directly** in main.py/utils
   ```python
   # WRONG: from reddit.subreddit import get_subreddit_threads
   # RIGHT: from platforms import get_content_object
   ```
 2. **Don't hardcode platform names** in generic modules
   ```python
   # WRONG in final_video.py:
   subreddit = settings.config["reddit"]["thread"]["subreddit"]
   # RIGHT:
   subreddit = reddit_obj.get("thread_category", "unknown")
   ```
 3. **Don't add platform-specific UI selectors** outside `platforms/{platform}/screenshot.py`
   - Reddit selectors stay in `video_creation/screenshot_downloader.py`
   - Threads selectors stay in `platforms/threads/screenshot.py`
 4. **Don't assume config keys exist** without fallback
   ```python
   # WRONG: lang = settings.config["reddit"]["thread"]["post_lang"]
   # RIGHT: lang = settings.config.get("settings", {}).get("post_lang", "")
   ```
 ---
 ## Platform-Specific Knowledge
 ### Reddit
 - **API:** PRAW (Python Reddit API Wrapper)
 - **Auth:** OAuth app (client_id, secret) + username/password
 - **Screenshot:** Playwright on reddit.com/new.reddit.com
  - Login form: `input[name="username"]`, `input[name="password"]`
  - Post selector: `[data-test-id="post-content"]`
  - Comment selector: `#t1_{comment_id}`
 - **NSFW:** `submission.over_18`
 - **Output folder:** `results/{subreddit}/`
 ### Threads
 - **API:** Meta Graph API (v18.0+)
 - **Auth:** User access token (60-day lifetime) via https://developers.facebook.com/
 - **Screenshot:** Playwright on threads.net
  - Login form: `input[autocomplete="username"]`, `input[autocomplete="current-password"]`
  - Post selector: `article` (universal, more stable than Reddit)
  - Cookies saved to: `video_creation/data/cookie-threads.json`
 - **NSFW:** API doesn't provide; always False
 - **Output folder:** `results/threads/`
 ### Future: X/Twitter
 Create: `platforms/twitter/fetcher.py` + `platforms/twitter/screenshot.py` + config section
 Update: `platforms/__init__.py` with `elif platform == "twitter"` branches
 ---
 ## Extending the Project
 ### Adding a New TTS Provider
 1. Create `TTS/my_provider.py` with a class implementing the TTS interface
 2. Add config keys to `[settings.tts]` in `.config.template.toml`
 3. Update `TTS/engine_wrapper.py` to call your provider
 4. Test with `settings.config["settings"]["tts"]["voice_choice"] = "my_provider"`
 ### Adding a New Platform (e.g., X/Twitter)
 1. **Create fetcher:** `platforms/twitter/fetcher.py`
   - Implement `get_twitter_content(POST_ID=None)` returning standard dict
 2. **Create screenshotter:** `platforms/twitter/screenshot.py`
   - Implement `get_screenshots_of_twitter_posts(content_object, screenshot_num)`
 3. **Update config:** Add `[twitter.creds]` and `[twitter.thread]` sections
 4. **Update factory:** Add `elif platform == "twitter"` in `platforms/__init__.py`
 5. **Update CLI helper:** Add case to `_get_platform_post_id()` in `main.py`
 6. **Test:** Verify Reddit mode still works, test Twitter mode end-to-end
 **Zero changes needed to:** TTS, backgrounds, video composition, or utils.
 ---
 ## Debugging Tips
 ### "No matching distribution found for yt-dlp==2026.3.17"
 → yt-dlp uses date versioning (YYYY.M.DD, no leading zeros). Use `2025.10.14` (latest stable).
 ### "Threads API: Invalid or expired access_token"
 → Meta tokens expire every 60 days. Refresh at https://developers.facebook.com/tools/explorer/
 ### Playwright timeout on Threads screenshot
 → Login cookies corrupted or expired. Delete `video_creation/data/cookie-threads.json` to force fresh login next run.
 ### "No eligible Threads posts found"
 → Configure `[threads.thread].min_replies = 5` (or lower). Ensure your Threads account has public posts with replies.
 ### Video dedup not working
 → Check `video_creation/data/videos.json` is writable. Ensure `check_done_by_id()` is called before fetching content.
 ---
 ## Testing Checklist
 - [ ] Reddit mode: `platform = "reddit"` produces video to `results/{subreddit}/`
 - [ ] Threads mode: `platform = "threads"` produces video to `results/threads/`
 - [ ] Video dedup: Running same post_id twice skips second run
 - [ ] Translation: `post_lang = "es"` translates filenames
 - [ ] TTS providers: Test with different voice_choice values
 - [ ] Background selection: Custom background video/audio works
 - [ ] Story mode: storymode=true only uses thread_post, not comments
 - [ ] Error handling: Invalid credentials show clear messages
 ---
 ## Key Files to Know
 | File | Purpose |
 |------|---------|
 | `main.py` | CLI entry; orchestrates pipeline via factory |
 | `platforms/__init__.py` | Factory dispatch for multi-platform support |
 | `platforms/threads/fetcher.py` | Threads Graph API client |
 | `platforms/threads/screenshot.py` | Threads.net Playwright screenshotter |
 | `video_creation/final_video.py` | FFmpeg composition; platform-aware output naming |
 | `TTS/engine_wrapper.py` | TTS provider abstraction; post_lang fallback |
 | `utils/settings.py` | Config loading & validation |
 | `utils/videos.py` | Video dedup tracking |
 | `utils/.config.template.toml` | Config schema |
 | `requirements.txt` | Dependencies |
 ---
 ## Useful Commands
 ```bash
 # Install dependencies
 pip install -r requirements.txt
 # Run CLI
 python3 main.py
 # Run with specific post
 python3 main.py <post_id>
 # Run Flask GUI
 python3 GUI.py
 # Check syntax
 python3 -m py_compile main.py platforms/threads/fetcher.py
 # Format code
 black main.py platforms/ utils/
 # Lint
 pylint main.py
 ```
 ## Docker Workflow
 - Use `docker compose build` to build the shared image for both CLI and GUI.
 - Use `docker compose up gui` to run the Flask app on port `4000`.
 - Use `docker compose run --rm cli` to run the video generator in a container.
 - The repo root is bind-mounted in Compose, so `config.toml`, `results/`, `assets/temp/`, `video_creation/data/videos.json`, and `utils/backgrounds.json` should persist across runs.
 - The GUI must bind to `0.0.0.0` in Docker; do not switch it back to `localhost` for container use.
 ---
 ## When You Get Stuck
 1. **"What does this module do?"** → Check imports in `main.py` or docstrings
 2. **"How do I add support for platform X?"** → See "Adding a New Platform" section above
 3. **"Why is my config not being read?"** → Check `utils/settings.py:check_toml()` and `.config.template.toml` schema
 4. **"Why isn't my TTS provider being called?"** → Check `TTS/engine_wrapper.py:make_voice()` and config `voice_choice`
 5. **"How do I debug the Playwright screenshot?"** → Uncomment `page.pause()` in screenshot downloader, run headful browser
 Good luck! 🚀
 <!-- gitnexus:start -->
 # GitNexus — Code Intelligence
 This project is indexed by GitNexus as **VideoMakerBot** (802 symbols, 1287 relationships, 32 execution flows). Use the GitNexus MCP tools to understand code, assess impact, and navigate safely.
 > If any GitNexus tool warns the index is stale, run `npx gitnexus analyze` in terminal first.
 ## Always Do
 - **MUST run impact analysis before editing any symbol.** Before modifying a function, class, or method, run `gitnexus_impact({target: "symbolName", direction: "upstream"})` and report the blast radius (direct callers, affected processes, risk level) to the user.
 - **MUST run `gitnexus_detect_changes()` before committing** to verify your changes only affect expected symbols and execution flows.
 - **MUST warn the user** if impact analysis returns HIGH or CRITICAL risk before proceeding with edits.
 - When exploring unfamiliar code, use `gitnexus_query({query: "concept"})` to find execution flows instead of grepping. It returns process-grouped results ranked by relevance.
 - When you need full context on a specific symbol — callers, callees, which execution flows it participates in — use `gitnexus_context({name: "symbolName"})`.
 ## Never Do
 - NEVER edit a function, class, or method without first running `gitnexus_impact` on it.
 - NEVER ignore HIGH or CRITICAL risk warnings from impact analysis.
 - NEVER rename symbols with find-and-replace — use `gitnexus_rename` which understands the call graph.
 - NEVER commit changes without running `gitnexus_detect_changes()` to check affected scope.
 ## Resources
 | Resource | Use for |
 |----------|---------|
 | `gitnexus://repo/VideoMakerBot/context` | Codebase overview, check index freshness |
 | `gitnexus://repo/VideoMakerBot/clusters` | All functional areas |
 | `gitnexus://repo/VideoMakerBot/processes` | All execution flows |
 | `gitnexus://repo/VideoMakerBot/process/{name}` | Step-by-step execution trace |
 ## CLI
 | Task | Read this skill file |
 |------|---------------------|
 | Understand architecture / "How does X work?" | `.claude/skills/gitnexus/gitnexus-exploring/SKILL.md` |
 | Blast radius / "What breaks if I change X?" | `.claude/skills/gitnexus/gitnexus-impact-analysis/SKILL.md` |
 | Trace bugs / "Why is X failing?" | `.claude/skills/gitnexus/gitnexus-debugging/SKILL.md` |
 | Rename / extract / split / refactor | `.claude/skills/gitnexus/gitnexus-refactoring/SKILL.md` |
 | Tools, resources, schema reference | `.claude/skills/gitnexus/gitnexus-guide/SKILL.md` |
 | Index, status, clean, wiki CLI commands | `.claude/skills/gitnexus/gitnexus-cli/SKILL.md` |
 <!-- gitnexus:end -->
--- a/CLAUDE.md
+++ b/CLAUDE.md
@ -5,16 +5,18 @@
 **VideoMakerBot** — Automated short-form video creator from social media content.
 **Status:** Production-ready, actively maintained (v3.4.0)
-**Language:** Python 3.10+
+**Language:** Python 3.10 (locked by `Dockerfile`; host venv may use 3.14 for tooling only)
 **Runtime:** **Docker only** — all CLI, GUI, and test invocations go through `docker compose`. Do not invoke `python` on the host.
 **Platforms:** Reddit (PRAW API), Threads (Graph API + Web Scraping)
 ### Core Mission
 Transforms social media threads (post + comments/replies) into complete short-form videos with:
 - AI-generated speech (7+ TTS providers)
- UI screenshots (Playwright)
+- UI screenshots (Playwright, headless Chromium pre-installed in image)
 - Background video/audio overlays
- FFmpeg composition & output
+- FFmpeg composition & output (Linux ffmpeg with full filter set, including `drawtext`)
 - Optional YouTube upload
 - Modern web UI (Tailwind CSS + DaisyUI + Lucide + vanilla ES6) on `localhost:4000`
 ---
@ -101,8 +103,21 @@ VideoMakerBot/
 │   ├── background_audios.json        # Background audio manifest
 │   └── ...
 │
 ├── GUI/                              # Flask templates (Tailwind + DaisyUI + Lucide)
 │   ├── layout.html                   # Base layout (no jQuery, no Bootstrap)
 │   ├── index.html                    # Video Library (3 buttons: source / download / copy link)
 │   ├── backgrounds.html              # Background Manager (videos catalog)
 │   ├── settings.html                 # Config editor (validated against template)
 │   └── create.html                   # Render progress page
 │
 ├── tests/
 │   └── test_gui_utils.py             # pytest regression for add/delete background
 │
 ├── main.py                           # CLI entry (platform-routed via factory)
-├── GUI.py                            # Flask web UI (localhost:4000)
+├── GUI.py                            # Flask web UI; `/video/<id>` serves files with sanitized headers
 ├── Dockerfile                        # python:3.10-slim-bookworm + ffmpeg + playwright + pytest
 ├── docker-compose.yml                # Services: gui, cli, test
 ├── docker-entrypoint.sh              # Runs `utils.docker_bootstrap` then exec's the command
 ├── requirements.txt
 └── CLAUDE.md
 ```
@ -229,33 +244,40 @@ Last 1-4: engagement metrics (likes, replies, reposts, quotes)
 ### ✅ DO:
-1. **Use platform factory** — never import platform modules directly
+1. **Run everything through Docker** — `docker compose up gui`, `docker compose run --rm cli`, `docker compose run --rm test`
-2. **Return standard content_object** from all fetchers
+2. **Use platform factory** — never import platform modules directly
-3. **Use clean body text** for TTS — parse out username/timestamp metadata
+3. **Return standard content_object** from all fetchers
-4. **Default to `googletranslate` TTS on macOS** — pyttsx3 hangs in headless environments
+4. **Use clean body text** for TTS — parse out username/timestamp metadata
-5. **Use `libx264` encoder on macOS** — `h264_nvenc` is NVIDIA-only
+5. **Default to `googletranslate` TTS** for headless containers — no API key, fast, free
-6. **Test both Threads discovery methods:** `api` and `scrape`
+6. **Use `libx264` encoder** — `h264_nvenc` is NVIDIA-only and not available in the slim image
 7. **Test both Threads discovery methods:** `api` and `scrape`
 8. **Bind-mount preserves state** — edits to `config.toml`, `results/`, `assets/temp/`, `video_creation/data/`, and the `utils/background_*.json` catalogs persist across container runs
 9. **GUI must bind to `0.0.0.0`** in Docker (already enforced via `GUI_HOST=0.0.0.0` env)
 10. **Use `/video/<id>` to serve renders** — the route looks up the file by id in `videos.json`, sanitizes the `Content-Disposition` filename, and avoids 404s caused by literal newlines in titles
 ### ❌ DON'T:
-1. **Don't use `<article>` selectors** on Threads.net — the DOM is div-based
+1. **Don't run `python GUI.py` or `python main.py` on the host** — Docker is the only supported path
-2. **Don't hardcode `h264_nvenc`** — use `libx264` for cross-platform compatibility
+2. **Don't use `<article>` selectors** on Threads.net — the DOM is div-based
-3. **Don't rely on `drawtext` FFmpeg filter** — not available in Homebrew builds
+3. **Don't hardcode `h264_nvenc`** — use `libx264` for cross-platform compatibility
 4. **Don't import platform modules directly** in main.py/utils
 5. **Don't assume config keys exist** without `.get()` fallback
 6. **Don't reintroduce jQuery, Bootstrap, or ClipboardJS** — the UI is vanilla ES6 + Tailwind + DaisyUI + Lucide
 7. **Don't write to `utils/backgrounds.json`** — it is a legacy empty file. Use `utils/background_videos.json` and `utils/background_audios.json`
 ---
-## macOS-Specific Notes
+## Web UI (Flask, served by `gui` service)
- **TTS:** `googletranslate` (gTTS) is the most reliable — free, fast, no API key
+- **Stack:** Tailwind CSS, DaisyUI, Lucide Icons, vanilla ES6 (no jQuery, no Bootstrap, no ClipboardJS)
-  - `tiktok` auto-falls back to `pyttsx3` if sessionid missing, but pyttsx3 is very slow
+- **Routes:**
-  - `pyttsx3` works but takes ~60s to initialize NSSpeechSynthesizer
+  - `/` — Video Library; cards show source-post link, download, and copy-link buttons
- **FFmpeg encoder:** MUST use `libx264` — `h264_nvenc` is NVIDIA GPU only
+  - `/video/<id>` — serves the rendered mp4 by id (lookup via `videos.json`); guards path-traversal and sanitizes the filename for `Content-Disposition`
- **FFmpeg filters:** `drawtext` missing from Homebrew bottle — credit text is disabled
+  - `/backgrounds` — Background Manager UI
- **yt-dlp:** Keep updated (`pip install --upgrade yt-dlp`) — YouTube changes APIs frequently
+  - `/backgrounds.json` — serves `utils/background_videos.json` (the videos catalog)
-  - Format selector: `best[height<=1080]` not `bestvideo` (many videos lack video-only streams)
+  - `/background/add`, `/background/delete` — POST endpoints; mutate **both** `utils/background_videos.json` and the `settings.background.background_video.options` array in `utils/.config.template.toml`
-  - Upgrade path: `pip install --upgrade yt-dlp`
+  - `/settings` — config editor; loads from `config.toml`, validates against `utils/.config.template.toml`, persists via `utils/gui_utils.modify_settings` (preserves comments/formatting via `tomlkit`)
 - **HTML escaping:** the `h()` helper in `index.html` escapes `& " < >` for any user-controlled string embedded in attributes — use it for any new dynamic data on the Library page
 ---
@ -277,64 +299,79 @@ Last 1-4: engagement metrics (likes, replies, reposts, quotes)
 | `reddit/subreddit.py` | PRAW Reddit fetcher with auto-2FA |
 | `utils/settings.py` | Config loading + interactive validation |
 | `utils/videos.py` | Video dedup tracking |
-| `utils/.config.template.toml` | Config schema |
+| `utils/.config.template.toml` | Config schema (also drives Settings page validation) |
-| `utils/background_videos.json` | Background video manifest |
+| `utils/background_videos.json` | Background video manifest (served at `/backgrounds.json`) |
 | `utils/background_audios.json` | Background audio manifest |
 | `utils/gui_utils.py` | `add_background`, `delete_background`, `modify_settings`, `get_checks` |
 | `GUI.py` | Flask app: `/`, `/video/<id>`, `/backgrounds`, `/settings`, `/create` |
 | `Dockerfile` | python:3.10-slim-bookworm + ffmpeg + Playwright Chromium + pytest |
 | `docker-compose.yml` | Three services: `gui` (port 4000), `cli`, `test` |
 | `tests/test_gui_utils.py` | Pytest regression for Background Manager round-trip |
 ---
 ## Debugging Tips
 ### FFmpeg "Unknown encoder 'h264_nvenc'"
-→ On macOS, change to `libx264`. Find-and-replace `h264_nvenc` → `libx264` in `video_creation/final_video.py`.
+→ Use `libx264`. Find-and-replace `h264_nvenc` → `libx264` in `video_creation/final_video.py`. The slim image does not ship with NVIDIA encoders.
 ### FFmpeg "No such filter: 'drawtext'"
 → Homebrew FFmpeg lacks drawtext. The credit text overlay is automatically skipped.
 ### yt-dlp "Requested format is not available"
-→ Update yt-dlp: `pip install --upgrade yt-dlp`. Also change format selector from `bestvideo` to `best` in `video_creation/background.py`.
+→ Bump the pinned version in `requirements.txt` and rebuild (`docker compose build`). Also prefer `best[height<=1080]` over `bestvideo` in `video_creation/background.py` — many videos lack video-only streams.
 ### pyttsx3 hang on macOS
 → NSSpeechSynthesizer needs GUI session. Switch to `voice_choice = "googletranslate"` for headless use.
 ### Threads screenshots fail ("Main post article not found")
 → Threads.net uses div cards, not `<article>`. Ensure screenshot code uses `a[href*="/post/"]` → ancestor div approach.
 ### Config validator EOFError in non-interactive mode
-→ `check_toml()` prompts for ALL platform sections regardless of `platform` setting. Fill ALL required fields or load config directly with `toml.load()` + `settings.config = ...`.
+→ `check_toml()` prompts for ALL platform sections regardless of `platform` setting. Either fill all required fields, edit through `/settings`, or pre-populate `config.toml` before `docker compose run cli`.
 ### Playwright timeout on Threads login
-→ Cookies corrupted. Delete `video_creation/data/cookie-threads.json` for fresh login. Also check button selector: must use `exact=True` due to multiple "Log in" buttons.
+→ Cookies corrupted. Delete `video_creation/data/cookie-threads.json` for fresh login (the file is bind-mounted, so deleting on host clears the container too). Also confirm selectors: button uses `exact=True` due to multiple "Log in" buttons.
 ### No viral posts found
 → Lower `min_engagement` in config. Most Threads feed posts have <100 likes — 10000 filters almost everything.
 ### Background Manager grid is empty
 → `/backgrounds.json` must serve `utils/background_videos.json` (split catalog), **not** the legacy `utils/backgrounds.json` (empty `{}`). Verify in `GUI.py:backgrounds_json`.
 ### `/video/<id>` returns 404
 → The route looks up the entry in `video_creation/data/videos.json` by `id` and resolves the file under `results/<thread_category>/<filename>.mp4`. Confirm both the JSON entry and the file exist; the file may have been pruned.
 ### JS "Unexpected end of input" on Library page
 → Any user-controlled string interpolated into an HTML attribute must go through the `h()` helper in `index.html`. Avoid inline `onclick=` with `${JSON.stringify(...)}`.
 ### Stale image after editing `requirements.txt` or `Dockerfile`
 → `docker compose build` to rebuild. Code changes alone do NOT need a rebuild because the repo root is bind-mounted to `/app`.
 ---
-## Useful Commands
+## Useful Commands (Docker-only)
 ```bash
-# Install dependencies
+# Build (or rebuild after Dockerfile / requirements.txt changes)
-pip install -r requirements.txt
+docker compose build
-# Run CLI
+# Run the GUI (foreground)
-python3 main.py
+docker compose up gui
 # → http://localhost:4000
-# Run bypassing config validator (non-interactive)
+# Run the GUI in the background
-python3 -c "
+docker compose up -d gui
-import sys, toml
+docker compose logs -f gui
-sys.path.insert(0, '.')
+docker compose down
 from utils import settings
 settings.config = toml.load('config.toml')
 from main import main; main()
 "
-# Update yt-dlp (YouTube downloads fix)
+# Run the CLI pipeline (one-off, removed on exit)
-pip install --upgrade yt-dlp
+docker compose run --rm cli
 docker compose run --rm cli python main.py <post_id>
-# Check syntax
+# Run the test suite
-python3 -m py_compile main.py platforms/threads/scraper.py
+docker compose run --rm test
-# Run Flask GUI
+# Open a shell in a fresh container for ad-hoc commands
-python3 GUI.py
+docker compose run --rm --entrypoint /bin/bash gui
 # inside:  python -m py_compile main.py platforms/threads/scraper.py
 # Tail a running GUI container
 docker compose exec gui ls /app/results/threads/
 ```
 > Anything that needs `pip install`, `playwright install`, or `apt-get` belongs in `Dockerfile` followed by `docker compose build` — never run those on the host.
--- a/2
+++ b/2
@ -16,7 +16,7 @@ RUN apt-get update \
 COPY requirements.txt ./
 RUN pip install --upgrade pip \
    && pip install -r requirements.txt \
-    && python -m spacy download en_core_web_sm
+    && pip install pytest
 RUN python -m playwright install --with-deps chromium
--- a/GUI.py
+++ b/GUI.py
@ -1,4 +1,8 @@
 import io
 import json
 import os
 import sys
 import threading
 import webbrowser
 from pathlib import Path
@ -6,9 +10,12 @@ from pathlib import Path
 import tomlkit
 from flask import (
    Flask,
    abort,
    jsonify,
    redirect,
    render_template,
    request,
    send_file,
    send_from_directory,
    url_for,
 )
@ -99,13 +106,57 @@ def videos_json():
 # Make backgrounds.json accessible
@app.route("/backgrounds.json")
 def backgrounds_json():
-    return send_from_directory("utils", "backgrounds.json")
+    return send_from_directory("utils", "background_videos.json")
 # Make videos in results folder accessible
@app.route("/results/<path:name>")
 def results(name):
-    return send_from_directory("results", name, as_attachment=True)
+    as_attachment = request.args.get("download", "0").lower() in {"1", "true", "yes"}
    return send_from_directory("results", name, as_attachment=as_attachment)
 # Serve a video by its videos.json id (handles filenames with unsafe chars like newlines)
@app.route("/video/<video_id>")
 def video_by_id(video_id):
    try:
        with open("video_creation/data/videos.json", "r", encoding="utf-8") as f:
            videos = json.load(f)
    except (OSError, json.JSONDecodeError):
        abort(404)
    entry = next((v for v in videos if v.get("id") == video_id), None)
    if not entry:
        abort(404)
    subreddit = entry.get("subreddit", "")
    filename = entry.get("filename", "")
    file_path = (Path("results") / subreddit / filename).resolve()
    results_root = Path("results").resolve()
    # Prevent path traversal: ensure resolved file is inside results/
    try:
        file_path.relative_to(results_root)
    except ValueError:
        abort(404)
    if not file_path.is_file():
        abort(404)
    as_attachment = request.args.get("download", "0").lower() in {"1", "true", "yes"}
    safe_name = filename.replace("\n", " ").replace("\r", " ").strip() or f"{video_id}.mp4"
    return send_file(file_path, as_attachment=as_attachment, download_name=safe_name)
 # Delete one or more videos by ID
@app.route("/videos/delete", methods=["POST"])
 def video_delete():
    data = request.get_json(silent=True) or {}
    ids = data.get("ids", [])
    if not ids or not isinstance(ids, list):
        return jsonify({"error": "No IDs provided"}), 400
    deleted = gui.delete_videos(ids)
    return jsonify({"deleted": deleted})
 # Make voices samples in voices folder accessible
@ -114,6 +165,79 @@ def voices(name):
    return send_from_directory("GUI/voices", name, as_attachment=True)
 # --- Pipeline state (shared across thread + HTTP) ---
 pipeline_lock = threading.Lock()
 pipeline_state: dict = {
    "running": False,
    "stage": "",
    "error": None,
    "result": None,  # {"title": ..., "file": ..., "url": ...}
    "log": [],       # Last N status messages
 }
 def _run_pipeline():
    """Run the video creation pipeline in a background thread."""
    import toml
    from utils import console as uconsole
    from utils import settings
    with pipeline_lock:
        pipeline_state["running"] = True
        pipeline_state["stage"] = "configuring"
        pipeline_state["error"] = None
        pipeline_state["result"] = None
        pipeline_state["log"] = []
    try:
        # Load config
        settings.config = toml.load("config.toml")
        # Set up progress callback
        def on_progress(stage=""):
            with pipeline_lock:
                pipeline_state["stage"] = stage
                pipeline_state["log"].append(stage)
                if len(pipeline_state["log"]) > 20:
                    pipeline_state["log"] = pipeline_state["log"][-20:]
        uconsole.set_progress_callback(on_progress)
        from main import main as run_pipeline
        run_pipeline()
        with pipeline_lock:
            pipeline_state["stage"] = "done"
            pipeline_state["result"] = {"message": "Video created successfully! Check the home page."}
    except Exception as e:
        with pipeline_lock:
            pipeline_state["stage"] = "error"
            pipeline_state["error"] = str(e)[:500].encode("ascii", errors="replace").decode("ascii")
    finally:
        with pipeline_lock:
            pipeline_state["running"] = False
        uconsole.set_progress_callback(None)
@app.route("/create", methods=["GET", "POST"])
 def create():
    if request.method == "POST":
        if pipeline_state["running"]:
            return jsonify({"status": "already_running"})
        thread = threading.Thread(target=_run_pipeline, daemon=True)
        thread.start()
        return jsonify({"status": "started"})
    return render_template("create.html", state=pipeline_state)
@app.route("/create/status")
 def create_status():
    with pipeline_lock:
        state_copy = dict(pipeline_state)
    return jsonify(state_copy)
 # Run browser and start the app
 if __name__ == "__main__":
    if OPEN_BROWSER:
--- a/GUI/backgrounds.html
+++ b/GUI/backgrounds.html
@ -1,263 +1,235 @@
 {% extends "layout.html" %}
 {% block main %}
-<!-- Delete Background Modal -->
+<div class="bg-slate-900 min-h-screen py-8">
-<div class="modal fade" id="deleteBtnModal" tabindex="-1" role="dialog" aria-hidden="true">
+    <div class="container mx-auto px-4">
-    <div class="modal-dialog modal-dialog-centered" role="document">
+        <!-- Header & Actions -->
-        <div class="modal-content">
+        <div class="flex flex-col md:flex-row justify-between items-center gap-4 mb-8">
-            <div class="modal-header">
+            <h1 class="text-2xl font-bold text-white">Background Manager</h1>
-                <h5 class="modal-title">Delete background</h5>
+            <div class="flex w-full md:w-auto gap-2">
-            </div>
+                <div class="relative flex-grow md:w-64">
-            <div class="modal-body">
+                    <i data-lucide="search" class="absolute left-3 top-1/2 -translate-y-1/2 w-4 h-4 text-slate-400"></i>
-                Are you sure you want to delete this background?
+                    <input type="text" 
-            </div>
+                           class="searchFilter input input-bordered w-full pl-10 bg-slate-800 border-slate-700 text-slate-200 focus:border-indigo-500" 
-            <div class="modal-footer">
+                           placeholder="Search..."
-                <button type="button" class="btn btn-secondary" data-dismiss="modal">Close</button>
+                           onkeyup="searchFilter()">
-                <form action="background/delete" method="post">
+                </div>
-                    <input type="hidden" id="background-key" name="background-key" value="">
+                <button onclick="add_modal.showModal()" class="btn btn-indigo bg-indigo-600 hover:bg-indigo-500 border-none text-white">
-                    <button type="submit" class="btn btn-danger">Delete</button>
+                    <i data-lucide="plus" class="w-4 h-4"></i>
-                </form>
+                    <span class="hidden sm:inline">Add Video</span>
                </button>
            </div>
        </div>
        <!-- Background Grid -->
        <div class="grid grid-cols-1 sm:grid-cols-2 lg:grid-cols-3 xl:grid-cols-4 gap-6" id="backgrounds">
            <!-- Backgrounds will be injected here -->
        </div>
        <!-- Empty State -->
        <div id="empty-state" class="hidden flex flex-col items-center justify-center py-20 text-slate-500">
            <i data-lucide="film" class="w-16 h-16 mb-4 opacity-20"></i>
            <p class="text-lg">No backgrounds found</p>
        </div>
    </div>
 </div>
 <!-- Delete Background Modal -->
 <dialog id="delete_modal" class="modal modal-bottom sm:modal-middle">
    <div class="modal-box bg-slate-800 border border-white/10">
        <h3 class="font-bold text-lg text-white">Delete Background</h3>
        <p class="py-4 text-slate-400">Are you sure you want to delete this background video? This action cannot be undone.</p>
        <div class="modal-action">
            <form action="background/delete" method="post" class="flex gap-2">
                <input type="hidden" id="background-key" name="background-key" value="">
                <button type="button" onclick="delete_modal.close()" class="btn btn-ghost text-slate-400">Cancel</button>
                <button type="submit" class="btn btn-error">Delete</button>
            </form>
        </div>
    </div>
 </dialog>
 <!-- Add Background Modal -->
-<div class="modal fade" id="backgroundAddModal" tabindex="-1" role="dialog" aria-hidden="true">
+<dialog id="add_modal" class="modal modal-bottom sm:modal-middle">
-    <div class="modal-dialog modal-dialog-centered" role="document">
+    <div class="modal-box bg-slate-800 border border-white/10 max-w-lg">
-        <div class="modal-content">
+        <h3 class="font-bold text-lg text-white mb-6">Add Background Video</h3>
-            <div class="modal-header">
+        <form id="addBgForm" action="background/add" method="post" novalidate class="space-y-4">
-                <h5 class="modal-title">Add background video</h5>
+            <div class="form-control w-full">
                <label class="label"><span class="label-text text-slate-300">YouTube URI</span></label>
                <div class="join w-full">
                    <div class="btn join-item no-animation bg-slate-900 border-slate-700 pointer-events-none">
                        <i data-lucide="youtube" class="w-4 h-4 text-red-500"></i>
                    </div>
                    <input name="youtube_uri" type="text" placeholder="https://www.youtube.com/watch?v=..." 
                           class="input input-bordered join-item w-full bg-slate-900 border-slate-700 text-slate-200 focus:border-indigo-500">
                </div>
                <label class="label h-6"><span id="feedbackYT" class="label-text-alt text-error hidden"></span></label>
            </div>
            <div class="modal-body">
-                <!-- Add video form -->
+            <div class="form-control w-full">
-                <form id="addBgForm" action="background/add" method="post" novalidate>
+                <label class="label"><span class="label-text text-slate-300">Filename</span></label>
-                    <div class="form-group row">
+                <div class="join w-full">
-                        <label class="col-4 col-form-label" for="youtube_uri">YouTube URI</label>
+                    <div class="btn join-item no-animation bg-slate-900 border-slate-700 pointer-events-none">
-                        <div class="col-8">
+                        <i data-lucide="file-video" class="w-4 h-4 text-indigo-500"></i>
                            <div class="input-group">
                                <div class="input-group-text">
                                    <i class="bi bi-youtube"></i>
                                </div>
                                <input name="youtube_uri" placeholder="https://www.youtube.com/watch?v=..." type="text"
                                    class="form-control">
                            </div>
                            <span id="feedbackYT" class="form-text feedback-invalid"></span>
                        </div>
                    </div>
                    <div class="form-group row">
                        <label for="filename" class="col-4 col-form-label">Filename</label>
                        <div class="col-8">
                            <div class="input-group">
                                <div class="input-group-text">
                                    <i class="bi bi-file-earmark"></i>
                                </div>
                                <input name="filename" placeholder="Example: cool-background" type="text"
                                    class="form-control">
                            </div>
                            <span id="feedbackFilename" class="form-text feedback-invalid"></span>
                        </div>
                    </div>
                    <div class="form-group row">
                        <label for="citation" class="col-4 col-form-label">Credits (owner of the video)</label>
                        <div class="col-8">
                            <div class="input-group">
                                <div class="input-group-text">
                                    <i class="bi bi-person-circle"></i>
                                </div>
                                <input name="citation" placeholder="YouTube Channel" type="text" class="form-control">
                            </div>
                            <span class="form-text text-muted">Include the channel name of the
                                owner of the background video you are adding.</span>
                        </div>
                    </div>
-                    <div class="form-group row">
+                    <input name="filename" type="text" placeholder="e.g. minecraft-parkour" 
-                        <label for="position" class="col-4 col-form-label">Position of screenshots</label>
+                           class="input input-bordered join-item w-full bg-slate-900 border-slate-700 text-slate-200 focus:border-indigo-500">
-                        <div class="col-8">
+                </div>
-                            <div class="input-group">
+                <label class="label h-6"><span id="feedbackFilename" class="label-text-alt text-error hidden"></span></label>
                                <div class="input-group-text">
                                    <i class="bi bi-arrows-fullscreen"></i>
                                </div>
                                <input name="position" placeholder="Example: center" type="text" class="form-control">
                            </div>
                            <span class="form-text text-muted">Advanced option (you can leave it
                                empty). Valid options are "center" and decimal numbers</span>
                        </div>
                    </div>
            </div>
            <div class="modal-footer">
                <button type="button" class="btn btn-secondary" data-dismiss="modal">Close</button>
                <button name="submit" type="submit" class="btn btn-success">Add background</button>
                </form>
            </div>
        </div>
    </div>
 </div>
-<main>
+            <div class="form-control w-full">
-    <div class="album py-2 bg-light">
+                <label class="label"><span class="label-text text-slate-300">Credits</span></label>
-        <div class="container">
+                <div class="join w-full">
-
+                    <div class="btn join-item no-animation bg-slate-900 border-slate-700 pointer-events-none">
-            <div class="row justify-content-between mt-2">
+                        <i data-lucide="user" class="w-4 h-4 text-slate-400"></i>
-                <div class="col-12 col-md-3 mb-3">
+                    </div>
-                    <input type="text" class="form-control searchFilter" placeholder="Search backgrounds"
+                    <input name="citation" type="text" placeholder="YouTube Channel Name" 
-                        onkeyup="searchFilter()">
+                           class="input input-bordered join-item w-full bg-slate-900 border-slate-700 text-slate-200 focus:border-indigo-500">
                </div>
                <div class="col-12 col-md-2 mb-3">
                    <button type="button" class="btn btn-primary form-control" data-toggle="modal"
                        data-target="#backgroundAddModal">
                        Add background video
                    </button>
                </div>
                <label class="label"><span class="label-text-alt text-slate-500 italic">Name of the video owner.</span></label>
            </div>
-            <div class="grid row row-cols-1 row-cols-sm-2 row-cols-md-3 g-3" id="backgrounds">
+            <div class="form-control w-full">
                <label class="label"><span class="label-text text-slate-300 text-xs">Advanced: Position</span></label>
                <input name="position" type="text" placeholder="center (optional)" 
                       class="input input-bordered w-full bg-slate-900 border-slate-700 text-slate-200 focus:border-indigo-500 text-sm h-10">
            </div>
            <div class="modal-action">
                <button type="button" onclick="add_modal.close()" class="btn btn-ghost text-slate-400">Cancel</button>
                <button type="submit" class="btn btn-indigo bg-indigo-600 hover:bg-indigo-500 border-none text-white">Add Background</button>
            </div>
-        </div>
+        </form>
    </div>
-</main>
+</dialog>
 <script>
-    var keys = [];
+    let keys = [];
-    var youtube_urls = [];
+    let youtube_urls = [];
-
+
-    // Show background videos
+    async function loadBackgrounds() {
-    $(document).ready(function () {
+        try {
-        $.getJSON("backgrounds.json",
+            const response = await fetch("backgrounds.json");
-            function (data) {
+            const data = await response.json();
-                delete data["__comment"];
+            delete data["__comment"];
-                var background = '';
+            
-                $.each(data, function (key, value) {
+            const container = document.getElementById('backgrounds');
-                    // Add YT urls and keys (for validation)
+            let html = '';
-                    keys.push(key);
+            
-                    youtube_urls.push(value[0]);
+            Object.entries(data).forEach(([key, value]) => {
                keys.push(key);
                youtube_urls.push(value[0]);
                const videoId = value[0].includes('?v=') ? value[0].split('?v=')[1] : value[0].split('/').pop();
                html += `
                    <div class="bg-card group bg-slate-800 rounded-xl overflow-hidden border border-white/5 hover:border-indigo-500/50 transition-all duration-300 shadow-lg">
                        <div class="aspect-video w-full bg-black relative">
                            <iframe class="w-full h-full" 
                                    src="https://www.youtube-nocookie.com/embed/${videoId}" 
                                    title="YouTube video player" 
                                    frameborder="0" 
                                    allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" 
                                    allowfullscreen></iframe>
                        </div>
                        <div class="p-4">
                            <h3 class="text-slate-200 font-medium truncate mb-1" title="${key}">${key}</h3>
                            <p class="text-slate-500 text-xs truncate mb-4">${value[2]}</p>
                            <div class="flex justify-end">
                                <button onclick="confirmDelete('${key}')" class="btn btn-square btn-sm btn-ghost hover:bg-red-500/20 hover:text-red-400">
                                    <i data-lucide="trash-2" class="w-4 h-4"></i>
                                </button>
                            </div>
                        </div>
                    </div>
                `;
            });
-                    background += '<div class="col">';
+            container.innerHTML = html;
-                    background += '<div class="card shadow-sm">';
+            lucide.createIcons();
-                    background += '<iframe class="bd-placeholder-img card-img-top" width="100%" height="225" src="https://www.youtube-nocookie.com/embed/' + value[0].split("?v=")[1] + '" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>';
+        } catch (error) {
-                    background += '<div class="card-body">';
+            console.error("Error loading backgrounds:", error);
-                    background += '<p class="card-text">' + value[2] + ' • ' + key + '</p>';
+        }
-                    background += '<div class="d-flex justify-content-between align-items-center">';
+    }
                    background += '<div class="btn-group">';
                    background += '<button type="button" class="btn btn-outline-danger" data-toggle="modal" data-target="#deleteBtnModal" data-background-key="' + key + '">Delete</button>';
                    background += '</div>';
                    background += '</div>';
                    background += '</div>';
                    background += '</div>';
                    background += '</div>';
                });
-                $('#backgrounds').append(background);
+    function confirmDelete(key) {
-            });
+        document.getElementById('background-key').value = key;
-    });
+        delete_modal.showModal();
    }
-    // Add background key when deleting
+    function searchFilter() {
-    $('#deleteBtnModal').on('show.bs.modal', function (event) {
+        const query = document.querySelector(".searchFilter").value.toLowerCase();
-        var button = $(event.relatedTarget);
+        const cards = document.querySelectorAll(".bg-card");
-        var key = button.data('background-key');
+        let visibleCount = 0;
-        $('#background-key').prop('value', key);
+        cards.forEach(card => {
-    });
+            const text = card.textContent.toLowerCase();
            const matches = text.includes(query);
            card.classList.toggle('hidden', !matches);
            if (matches) visibleCount++;
        });
-    var searchFilter = () => {
+        document.getElementById('empty-state').classList.toggle('hidden', visibleCount > 0);
        const input = document.querySelector(".searchFilter");
        const cards = document.getElementsByClassName("col");
        console.log(cards[1])
        let filter = input.value
        for (let i = 0; i < cards.length; i++) {
            let title = cards[i].querySelector(".card-text");
            if (title.innerText.toLowerCase().indexOf(filter.toLowerCase()) > -1) {
                cards[i].classList.remove("d-none")
            } else {
                cards[i].classList.add("d-none")
            }
        }
    }
-    // Validate form
+    const form = document.getElementById('addBgForm');
-    $("#addBgForm").submit(function (event) {
+    form.addEventListener('submit', (e) => {
-        $("#addBgForm input").each(function () {
+        let isValid = true;
-            if (!(validate($(this)))) {
+        form.querySelectorAll('input').forEach(input => {
-                event.preventDefault();
+            if (!validate(input)) isValid = false;
                event.stopPropagation();
            }
        });
        if (!isValid) e.preventDefault();
    });
-    $('#addBgForm input[type="text"]').on("keyup", function () {
+    form.querySelectorAll('input').forEach(input => {
-        validate($(this));
+        input.addEventListener('keyup', () => validate(input));
    });
-    function validate(object) {
+    function validate(input) {
-        let bool = check(object.prop("name"), object.prop("value"));
+        const name = input.name;
-
+        const value = input.value;
-        // Change class
+        let valid = true;
-        if (bool) {
+        let message = "";
-            object.removeClass("is-invalid");
+
-            object.addClass("is-valid");
+        if (name === "youtube_uri") {
-        }
+            const regex = /(?:\/|%3D|v=|vi=)([0-9A-z-_]{11})(?:[%#?&]|$)/;
-        else {
+            if (!regex.test(value)) {
-            object.removeClass("is-valid");
+                message = "Invalid YouTube URI";
-            object.addClass("is-invalid");
+                valid = false;
-        }
+            } else if (youtube_urls.includes(value)) {
-
+                message = "Background already added";
-        return bool;
+                valid = false;
        // Check values (return true/false)
        function check(name, value) {
            if (name == "youtube_uri") {
                // URI validation
                let regex = /(?:\/|%3D|v=|vi=)([0-9A-z-_]{11})(?:[%#?&]|$)/;
                if (!(regex.test(value))) {
                    $("#feedbackYT").html("Invalid URI");
                    $("#feedbackYT").show();
                    return false;
                }
                // Check if this background already exists
                if (youtube_urls.includes(value)) {
                    $("#feedbackYT").html("This background is already added");
                    $("#feedbackYT").show();
                    return false;
                }
                $("#feedbackYT").hide();
                return true;
            }
            if (name == "filename") {
                // Check if key is already taken
                if (keys.includes(value)) {
                    $("#feedbackFilename").html("This filename is already taken");
                    $("#feedbackFilename").show();
                    return false;
                }
                let regex = /^([a-zA-Z0-9\s_-]{1,100})$/;
                if (!(regex.test(value))) {
                    return false;
                }
                return true;
            }
            const feedback = document.getElementById('feedbackYT');
            feedback.textContent = message;
            feedback.classList.toggle('hidden', valid);
        }
-            if (name == "citation") {
+        if (name === "filename") {
-                if (value.trim()) {
+            if (keys.includes(value)) {
-                    return true;
+                message = "Filename already taken";
-                }
+                valid = false;
            } else if (!/^([a-zA-Z0-9\s_-]{1,100})$/.test(value)) {
                valid = false;
            }
            const feedback = document.getElementById('feedbackFilename');
            feedback.textContent = message;
            feedback.classList.toggle('hidden', valid);
        }
-            if (name == "position") {
+        if (name === "position") {
-                if (!(value == "center" || value.length == 0 || value % 1 == 0)) {
+            if (value && value !== "center" && isNaN(parseFloat(value))) {
-                    return false;
+                valid = false;
                }
                return true;
            }
        }
        input.classList.toggle('input-error', !valid);
        return valid;
    }
    document.addEventListener('DOMContentLoaded', loadBackgrounds);
 </script>
 {% endblock %}
--- a/GUI/create.html
+++ b/GUI/create.html
@ -0,0 +1,245 @@
 {% extends "layout.html" %}
 {% block main %}
 <div class="bg-slate-900 min-h-screen py-12">
    <div class="container mx-auto px-4 max-w-2xl">
        <div class="card bg-slate-800 border border-white/5 shadow-2xl">
            <div class="card-body p-8">
                <div class="flex items-center gap-4 mb-8">
                    <div class="bg-indigo-600/20 p-3 rounded-xl">
                        <i data-lucide="plus-square" class="w-8 h-8 text-indigo-500"></i>
                    </div>
                    <div>
                        <h2 class="card-title text-2xl text-white">Create New Short</h2>
                        <p class="text-slate-400 text-sm">Start the automated video creation pipeline.</p>
                    </div>
                </div>
                <div class="space-y-8">
                    <!-- Action Button -->
                    <button id="create-btn" class="btn btn-indigo btn-lg w-full bg-indigo-600 hover:bg-indigo-500 border-none text-white h-16 text-lg"
                            onclick="startPipeline()" disabled>
                        <span id="btn-text">Start Generation</span>
                        <span id="btn-spinner" class="loading loading-spinner loading-md hidden"></span>
                    </button>
                    <!-- Progress Visualization -->
                    <div id="progress-area" class="hidden space-y-4 animate-in fade-in duration-500">
                        <div class="flex justify-between items-end">
                            <div class="space-y-1">
                                <span class="text-xs uppercase tracking-widest text-slate-500 font-bold">Current Stage</span>
                                <div class="flex items-center gap-2">
                                    <div class="w-2 h-2 rounded-full bg-indigo-500 animate-pulse"></div>
                                    <h3 id="stage-text" class="text-indigo-400 font-semibold text-lg capitalize">Preparing...</h3>
                                </div>
                            </div>
                            <span id="pct-text" class="text-2xl font-black text-slate-700 font-mono">0%</span>
                        </div>
                        <progress id="progress-bar" class="progress progress-indigo w-full h-3 bg-slate-900" value="0" max="100"></progress>
                        <div class="grid grid-cols-2 gap-4 pt-4">
                            <div class="bg-slate-900/50 p-3 rounded-lg border border-white/5 flex items-center gap-3">
                                <i data-lucide="clock" class="w-4 h-4 text-slate-500"></i>
                                <div class="flex flex-col">
                                    <span class="text-[10px] uppercase text-slate-500 font-bold">Elapsed</span>
                                    <span id="elapsed-time" class="text-sm font-mono text-slate-300">00:00</span>
                                </div>
                            </div>
                            <div class="bg-slate-900/50 p-3 rounded-lg border border-white/5 flex items-center gap-3">
                                <i data-lucide="layers" class="w-4 h-4 text-slate-500"></i>
                                <div class="flex flex-col">
                                    <span class="text-[10px] uppercase text-slate-500 font-bold">Status</span>
                                    <span class="text-sm text-indigo-400">Processing</span>
                                </div>
                            </div>
                        </div>
                    </div>
                    <!-- Success Message -->
                    <div id="done-area" class="hidden animate-in zoom-in duration-300">
                        <div class="alert bg-emerald-500/10 border-emerald-500/20 text-emerald-400 flex flex-col items-start gap-4 p-6">
                            <div class="flex items-center gap-3">
                                <div class="bg-emerald-500 text-slate-900 p-1 rounded-full">
                                    <i data-lucide="check" class="w-4 h-4"></i>
                                </div>
                                <span class="font-bold text-lg">Generation Complete!</span>
                            </div>
                            <p id="done-msg" class="text-slate-300 text-sm">Your video has been rendered and saved to the library.</p>
                            <a href="/" class="btn btn-emerald btn-sm bg-emerald-600 hover:bg-emerald-500 border-none text-white px-6">View Video</a>
                        </div>
                    </div>
                    <!-- Error Message -->
                    <div id="error-area" class="hidden">
                        <div class="alert bg-red-500/10 border-red-500/20 text-red-400 p-6">
                            <i data-lucide="alert-triangle" class="w-6 h-6"></i>
                            <div>
                                <h3 class="font-bold">Pipeline Failed</h3>
                                <div id="error-text" class="text-xs mt-2 font-mono bg-black/20 p-3 rounded overflow-x-auto whitespace-pre-wrap"></div>
                            </div>
                        </div>
                    </div>
                    <!-- Log Output -->
                    <div id="log-area" class="hidden space-y-3">
                        <div class="flex items-center justify-between">
                            <h4 class="text-xs uppercase tracking-widest text-slate-500 font-bold">Execution Logs</h4>
                            <span class="badge badge-outline border-slate-700 text-slate-500 text-[10px]">Real-time</span>
                        </div>
                        <div id="log-list" class="bg-slate-900 rounded-xl p-4 font-mono text-[11px] leading-relaxed text-slate-400 h-48 overflow-y-auto border border-white/5 shadow-inner">
                            <!-- Logs will appear here -->
                        </div>
                    </div>
                </div>
            </div>
        </div>
    </div>
 </div>
 <script>
    let pollTimer = null;
    let startTime = null;
    let elapsedTimer = null;
    const stageWeights = {
        'configuring': 5,
        'discovering': 15,
        'scraping': 20,
        'fetching': 25,
        'saving': 35,
        'tts': 45,
        'screenshots': 60,
        'background': 70,
        'chopping': 75,
        'creating': 80,
        'rendering': 90,
        'done': 100,
        'error': 0
    };
    function updateElapsedTime() {
        if (!startTime) return;
        const now = new Date();
        const diff = Math.floor((now - startTime) / 1000);
        const mins = Math.floor(diff / 60).toString().padStart(2, '0');
        const secs = (diff % 60).toString().padStart(2, '0');
        document.getElementById('elapsed-time').textContent = `${mins}:${secs}`;
    }
    function stageProgress(stage) {
        let pct = 0;
        const s = stage.toLowerCase();
        for (let [key, val] of Object.entries(stageWeights)) {
            if (s.includes(key)) { pct = val; }
        }
        return pct;
    }
    async function startPipeline() {
        const btn = document.getElementById('create-btn');
        const btnText = document.getElementById('btn-text');
        const spinner = document.getElementById('btn-spinner');
        btn.disabled = true;
        spinner.classList.remove('hidden');
        btnText.textContent = 'Initializing...';
        document.getElementById('progress-area').classList.remove('hidden');
        document.getElementById('log-area').classList.remove('hidden');
        document.getElementById('done-area').classList.add('hidden');
        document.getElementById('error-area').classList.add('hidden');
        try {
            const r = await fetch('/create', { method: 'POST' });
            const data = await r.json();
            if (data.status === 'started' || data.status === 'already_running') {
                btnText.textContent = 'Processing...';
                startTime = new Date();
                elapsedTimer = setInterval(updateElapsedTime, 1000);
                pollTimer = setInterval(pollStatus, 2000);
            }
        } catch (err) {
            console.error("Failed to start pipeline:", err);
            btn.disabled = false;
            spinner.classList.add('hidden');
            btnText.textContent = 'Retry';
        }
    }
    async function pollStatus() {
        try {
            const r = await fetch('/create/status');
            const state = await r.json();
            const stageText = document.getElementById('stage-text');
            const progressBar = document.getElementById('progress-bar');
            const pctText = document.getElementById('pct-text');
            const logList = document.getElementById('log-list');
            stageText.textContent = state.stage || 'Running...';
            const pct = stageProgress(state.stage || '');
            progressBar.value = pct;
            pctText.textContent = `${pct}%`;
            if (state.log && state.log.length > 0) {
                logList.innerHTML = state.log.map(l =>
                    `<div class="py-0.5 border-b border-white/5 last:border-0">${l}</div>`
                ).join('');
                logList.scrollTop = logList.scrollHeight;
            }
            if (!state.running) {
                clearInterval(pollTimer);
                clearInterval(elapsedTimer);
                pollTimer = null;
                document.getElementById('btn-spinner').classList.add('hidden');
                if (state.stage === 'done' || state.result) {
                    progressBar.value = 100;
                    progressBar.classList.add('progress-success');
                    document.getElementById('btn-text').textContent = 'Create New';
                    document.getElementById('done-area').classList.remove('hidden');
                    if (state.result) {
                        document.getElementById('done-msg').textContent = state.result.message;
                    }
                } else if (state.error) {
                    progressBar.classList.add('progress-error');
                    document.getElementById('btn-text').textContent = 'Retry';
                    document.getElementById('error-area').classList.remove('hidden');
                    document.getElementById('error-text').textContent = state.error;
                }
                document.getElementById('create-btn').disabled = false;
            }
        } catch (err) {
            console.error("Status poll failed:", err);
        }
    }
    window.addEventListener('load', async function() {
        lucide.createIcons();
        try {
            const r = await fetch('/create/status');
            const state = await r.json();
            const btn = document.getElementById('create-btn');
            if (state.running) {
                document.getElementById('progress-area').classList.remove('hidden');
                document.getElementById('log-area').classList.remove('hidden');
                btn.disabled = true;
                document.getElementById('btn-spinner').classList.remove('hidden');
                document.getElementById('btn-text').textContent = 'Running...';
                startTime = new Date(); // Approximate
                elapsedTimer = setInterval(updateElapsedTime, 1000);
                pollTimer = setInterval(pollStatus, 2000);
            } else {
                btn.disabled = false;
            }
        } catch (err) {
            console.error("Initial status check failed:", err);
        }
    });
 </script>
 {% endblock %}
--- a/GUI/index.html
+++ b/GUI/index.html
@ -1,23 +1,96 @@
 {% extends "layout.html" %}
 {% block main %}
-<main>
+<div class="bg-slate-900 min-h-screen py-8">
-    <div class="album py-2 bg-light">
+    <div class="container mx-auto px-4">
-        <div class="container">
+        <!-- Header & Search -->
-
+        <div class="flex flex-col md:flex-row justify-between items-center gap-4 mb-8">
-            <div class="row mt-2">
+            <h1 class="text-2xl font-bold text-white">Video Library</h1>
-                <div class="col-12 col-md-3 mb-3">
+
-                    <input type="text" class="form-control searchFilter" placeholder="Search videos"
+            <!-- Bulk-action bar (visible in select mode only) -->
-                        aria-label="Search videos" onkeyup="searchFilter()">
+            <div id="bulk-bar" class="hidden items-center gap-2">
                <button type="button" onclick="selectAll()"
                        class="btn btn-ghost text-slate-400 border border-slate-700">
                    <i data-lucide="check-square" class="w-4 h-4 mr-1"></i>
                    <span id="select-all-label">Select All</span>
                </button>
                <button type="button" onclick="cancelSelectMode()"
                        class="btn btn-ghost text-slate-400">
                    Cancel
                </button>
                <button id="bulk-delete-btn" type="button" onclick="confirmBulkDelete()"
                        class="btn btn-error" disabled>
                    <i data-lucide="trash-2" class="w-4 h-4 mr-1"></i>
                    Delete (<span id="selection-count">0</span>)
                </button>
            </div>
            <!-- Normal toolbar (hidden in select mode) -->
            <div id="normal-toolbar" class="flex items-center gap-2 w-full md:w-auto">
                <button type="button" onclick="toggleSelectMode()"
                        class="btn btn-ghost text-slate-400 border border-slate-700 shrink-0"
                        style="height: 3rem; min-height: 3rem;">
                    <i data-lucide="check-square" class="w-4 h-4 mr-1"></i>
                    Select
                </button>
                <div class="relative w-full md:w-72">
                    <i data-lucide="search" class="absolute left-3 top-1/2 -translate-y-1/2 w-4 h-4 text-slate-400"></i>
                    <input type="text"
                           class="searchFilter input input-bordered w-full pl-10 bg-slate-800 border-slate-700 text-slate-200 focus:border-indigo-500"
                           style="height: 3rem;"
                           placeholder="Search videos..."
                           onkeyup="searchFilter()">
                </div>
            </div>
        </div>
-            <div class="grid row row-cols-1 row-cols-sm-2 row-cols-md-3 g-3" id="videos">
+        <!-- Video Grid -->
        <div class="grid grid-cols-1 sm:grid-cols-2 lg:grid-cols-3 xl:grid-cols-4 gap-6" id="videos">
            <!-- Videos will be injected here -->
        </div>
-            </div>
+        <!-- Empty State -->
        <div id="empty-state" class="hidden flex flex-col items-center justify-center py-20 text-slate-500">
            <i data-lucide="video-off" class="w-16 h-16 mb-4 opacity-20"></i>
            <p class="text-lg">No videos found</p>
        </div>
    </div>
 </div>
 <!-- Video Player Modal -->
 <dialog id="player_modal" class="modal modal-bottom sm:modal-middle">
    <div class="modal-box bg-slate-900 border border-white/10 max-w-2xl p-0 overflow-hidden">
        <div class="flex justify-between items-center px-4 py-3 border-b border-white/5">
            <h3 id="player_title" class="font-medium text-slate-200 truncate pr-4"></h3>
            <button type="button" onclick="closePlayer()" class="btn btn-square btn-sm btn-ghost text-slate-400">
                <i data-lucide="x" class="w-4 h-4"></i>
            </button>
        </div>
        <video id="player_video" class="w-full bg-black" controls playsinline></video>
    </div>
-</main>
+    <form method="dialog" class="modal-backdrop"><button>close</button></form>
 </dialog>
 <!-- Delete Confirmation Modal -->
 <dialog id="delete_modal" class="modal">
    <div class="modal-box bg-slate-900 border border-white/10">
        <div class="flex items-center gap-3 mb-3">
            <i data-lucide="triangle-alert" class="w-5 h-5 text-red-400 shrink-0"></i>
            <h3 class="font-bold text-lg text-white">Delete Video?</h3>
        </div>
        <p id="delete-modal-msg" class="text-slate-400 mb-6 text-sm"></p>
        <div class="modal-action mt-0">
            <form method="dialog">
                <button class="btn btn-ghost text-slate-400">Cancel</button>
            </form>
            <button type="button" class="btn btn-error" onclick="executeDelete()">
                <i data-lucide="trash-2" class="w-4 h-4 mr-1"></i>
                Delete
            </button>
        </div>
    </div>
    <form method="dialog" class="modal-backdrop"><button>close</button></form>
 </dialog>
 <script>
    const intervals = [
@ -31,152 +104,287 @@
    function timeSince(date) {
        const seconds = Math.floor((Date.now() / 1000 - date));
-        const interval = intervals.find(i => i.seconds < seconds);
+        const interval = intervals.find(i => i.seconds <= seconds) || intervals[intervals.length - 1];
        const count = Math.floor(seconds / interval.seconds);
        return `${count} ${interval.label}${count !== 1 ? 's' : ''} ago`;
    }
-    $(document).ready(function () {
+    function categoryLabel(subreddit) {
-        $.getJSON("videos.json",
+        if (!subreddit) return "";
-            function (data) {
+        if (subreddit === "threads") return "Threads";
-                data.sort((b, a) => a['time'] - b['time'])
+        return `r/${subreddit}`;
-                var video = '';
+    }
-                $.each(data, function (key, value) {
+
-                    video += '<div class="col">';
+    function sourceUrl(subreddit, id) {
-                    video += '<div class="card shadow-sm">';
+        if (subreddit === "threads") {
-                    //keeping original themed image card for future thumbnail usage video += '<svg class="bd-placeholder-img card-img-top" width="100%" height="225" xmlns="http://www.w3.org/2000/svg" role="img" aria-label="Placeholder: Thumbnail" preserveAspectRatio="xMidYMid slice" focusable="false"><title>Placeholder</title><rect width="100%" height="100%" fill="#55595c"/><text x="50%" y="50%" fill="#eceeef" dy=".3em">r/'+value.subreddit+'</text></svg>';
+            return `https://www.threads.net/post/${id}`;
-
+        }
-                    video += '<div class="card-body">';
+        return `https://www.reddit.com/r/${subreddit}/comments/${id}/`;
-                    video += '<p class="card-text">r/' + value.subreddit + ' • ' + checkTitle(value.reddit_title, value.filename) + '</p>';
+    }
-                    video += '<div class="d-flex justify-content-between align-items-center">';
+
-                    video += '<div class="btn-group">';
+    function checkTitle(reddit_title, filename) {
-                    video += '<a href="https://www.reddit.com/r/' + value.subreddit + '/comments/' + value.id + '/" class="btn btn-sm btn-outline-secondary" target="_blank">View</a>';
+        const file = filename.slice(0, -4);
-                    video += '<a href="http://localhost:4000/results/' + value.subreddit + '/' + value.filename + '" class="btn btn-sm btn-outline-secondary" download>Download</a>';
+        return reddit_title === file ? reddit_title : file;
-                    video += '</div>';
+    }
-                    video += '<div class="btn-group">';
+
-                    video += '<button type="button" data-toggle="tooltip" id="copy" data-original-title="Copy to clipboard" class="btn btn-sm btn-outline-secondary" data-clipboard-text="' + getCopyData(value.subreddit, value.reddit_title, value.filename, value.background_credit) + '"><i class="bi bi-card-text"></i></button>';
+    // Escape arbitrary strings for safe embedding inside HTML attributes
-                    video += '<button type="button" data-toggle="tooltip" id="copy" data-original-title="Copy to clipboard" class="btn btn-sm btn-outline-secondary" data-clipboard-text="' + checkTitle(value.reddit_title, value.filename) + ' #Shorts #reddit"><i class="bi bi-youtube"></i></button>';
+    function h(str) {
-                    video += '<button type="button" data-toggle="tooltip" id="copy" data-original-title="Copy to clipboard" class="btn btn-sm btn-outline-secondary" data-clipboard-text="' + checkTitle(value.reddit_title, value.filename) + ' #reddit"><i class="bi bi-instagram"></i></button>';
+        return String(str ?? '')
-                    video += '</div>';
+            .replace(/&/g, '&amp;')
-                    video += '<small class="text-muted">' + timeSince(value.time) + '</small>';
+            .replace(/"/g, '&quot;')
-                    video += '</div>';
+            .replace(/</g, '&lt;')
-                    video += '</div>';
+            .replace(/>/g, '&gt;');
-                    video += '</div>';
+    }
-                    video += '</div>';
+
    async function loadVideos() {
        try {
            const response = await fetch("videos.json");
            const data = await response.json();
            data.sort((b, a) => a['time'] - b['time']);
            const container = document.getElementById('videos');
            // Use data-* attributes for arbitrary strings — never embed them in onclick/href
            container.innerHTML = data.map(v => {
                const title = checkTitle(v.reddit_title, v.filename);
                return `
                <div class="video-card group bg-slate-800 rounded-xl overflow-hidden border border-white/5 hover:border-indigo-500/50 transition-all duration-300 hover:shadow-2xl hover:shadow-indigo-500/10 relative"
                     data-video-id="${h(v.id)}">
                    <!-- Checkbox overlay (shown in select mode) -->
                    <div class="select-overlay hidden absolute top-3 right-3 z-10 pointer-events-none">
                        <input type="checkbox" class="card-checkbox checkbox checkbox-primary w-6 h-6 pointer-events-auto" />
                    </div>
                    <button type="button"
                            class="play-btn aspect-video w-full bg-slate-900 flex items-center justify-center relative overflow-hidden cursor-pointer"
                            data-video-id="${h(v.id)}"
                            data-video-title="${h(title)}">
                        <i data-lucide="play-circle" class="w-12 h-12 text-slate-700 group-hover:text-indigo-500 transition-colors"></i>
                        <div class="absolute top-3 left-3">
                            <span class="badge badge-sm bg-slate-900/80 border-none text-indigo-400 font-medium backdrop-blur-md">
                                ${h(categoryLabel(v.subreddit))}
                            </span>
                        </div>
                    </button>
                    <div class="p-4">
                        <h3 class="text-slate-200 font-medium line-clamp-2 mb-4 h-12" title="${h(title)}">
                            ${h(title)}
                        </h3>
                        <div class="flex items-center justify-between gap-2">
                            <div class="flex gap-1">
                                <a href="${h(sourceUrl(v.subreddit, v.id))}" target="_blank"
                                   class="btn btn-square btn-sm btn-ghost hover:bg-indigo-500/20 hover:text-indigo-400"
                                   title="View Source">
                                    <i data-lucide="external-link" class="w-4 h-4"></i>
                                </a>
                                <a href="/video/${encodeURIComponent(v.id)}?download=1" download
                                   class="btn btn-square btn-sm btn-ghost hover:bg-indigo-500/20 hover:text-indigo-400"
                                   title="Download">
                                    <i data-lucide="download" class="w-4 h-4"></i>
                                </a>
                            </div>
                            <div class="flex gap-1">
                                <button class="btn btn-square btn-sm btn-ghost hover:bg-slate-700 copy-btn"
                                        data-copy="${h(sourceUrl(v.subreddit, v.id))}"
                                        title="Copy Link">
                                    <i data-lucide="link" class="w-4 h-4"></i>
                                </button>
                                <button class="btn btn-square btn-sm btn-ghost hover:bg-red-500/20 hover:text-red-400 delete-btn"
                                        data-video-id="${h(v.id)}"
                                        title="Delete">
                                    <i data-lucide="trash-2" class="w-4 h-4"></i>
                                </button>
                            </div>
                        </div>
                        <div class="mt-4 pt-4 border-t border-white/5 flex justify-between items-center">
                            <span class="text-[10px] uppercase tracking-wider text-slate-500 font-semibold">
                                ${timeSince(v.time)}
                            </span>
                        </div>
                    </div>
                </div>`;
            }).join('');
            // Wire play buttons — in select mode, toggle checkbox instead of playing
            container.querySelectorAll('.play-btn').forEach(btn => {
                btn.addEventListener('click', () => {
                    if (selectMode) {
                        const card = btn.closest('.video-card');
                        const cb = card.querySelector('.card-checkbox');
                        cb.checked = !cb.checked;
                        updateSelectionCount();
                    } else {
                        openPlayer(`/video/${encodeURIComponent(btn.dataset.videoId)}`, btn.dataset.videoTitle);
                    }
                });
            });
            // Wire copy buttons
            container.querySelectorAll('.copy-btn').forEach(btn => {
                btn.addEventListener('click', () => {
                    navigator.clipboard.writeText(btn.dataset.copy).then(() => {
                        const orig = btn.innerHTML;
                        btn.innerHTML = '<i data-lucide="check" class="w-4 h-4 text-green-500"></i>';
                        lucide.createIcons();
                        setTimeout(() => { btn.innerHTML = orig; lucide.createIcons(); }, 2000);
                    });
                });
            });
-                $('#videos').append(video);
+            // Wire single-delete buttons
            container.querySelectorAll('.delete-btn').forEach(btn => {
                btn.addEventListener('click', () => confirmSingleDelete(btn.dataset.videoId));
            });
    });
-    $(document).ready(function () {
+            // Wire checkboxes to update the bulk-delete counter
-        $('[data-toggle="tooltip"]').tooltip();
+            container.querySelectorAll('.card-checkbox').forEach(cb => {
-        $('[data-toggle="tooltip"]').on('click', function () {
+                cb.addEventListener('change', updateSelectionCount);
-            $(this).tooltip('hide');
+            });
        });
    });
-    $('#copy').tooltip({
+            // Re-init icons
-        trigger: 'click',
+            lucide.createIcons();
-        placement: 'bottom'
+        } catch (error) {
-    });
+            console.error("Error loading videos:", error);
        }
    }
-    function setTooltip(btn, message) {
+    // ── Select mode ────────────────────────────────────────────────────────────
-        $(btn).tooltip('hide')
+    let selectMode = false;
-            .attr('data-original-title', message)
+    let pendingDeleteIds = [];
-            .tooltip('show');
+
    function toggleSelectMode() {
        selectMode = true;
        document.getElementById('bulk-bar').classList.remove('hidden');
        document.getElementById('bulk-bar').classList.add('flex');
        document.getElementById('normal-toolbar').classList.add('hidden');
        document.querySelectorAll('.select-overlay').forEach(el => el.classList.remove('hidden'));
        document.querySelectorAll('.card-checkbox').forEach(cb => cb.checked = false);
        updateSelectionCount();
        lucide.createIcons();
    }
-    function hoverTooltip(btn, message) {
+    function cancelSelectMode() {
-        $(btn).tooltip('hide')
+        selectMode = false;
-            .attr('data-original-title', message)
+        document.getElementById('bulk-bar').classList.add('hidden');
-            .tooltip('show');
+        document.getElementById('bulk-bar').classList.remove('flex');
        document.getElementById('normal-toolbar').classList.remove('hidden');
        document.querySelectorAll('.select-overlay').forEach(el => el.classList.add('hidden'));
        document.querySelectorAll('.card-checkbox').forEach(cb => cb.checked = false);
        updateSelectionCount();
    }
-    function hideTooltip(btn) {
+    function selectAll() {
-        setTimeout(function () {
+        const checkboxes = document.querySelectorAll('.card-checkbox');
-            $(btn).tooltip('hide');
+        const allChecked = [...checkboxes].every(cb => cb.checked);
-        }, 1000);
+        checkboxes.forEach(cb => cb.checked = !allChecked);
        document.getElementById('select-all-label').textContent = allChecked ? 'Select All' : 'Deselect All';
        updateSelectionCount();
    }
-    function disposeTooltip(btn) {
+    function updateSelectionCount() {
-        setTimeout(function () {
+        const count = document.querySelectorAll('.card-checkbox:checked').length;
-            $(btn).tooltip('dispose');
+        document.getElementById('selection-count').textContent = count;
-        }, 1500);
+        document.getElementById('bulk-delete-btn').disabled = count === 0;
    }
-    var clipboard = new ClipboardJS('#copy');
+    function getSelectedIds() {
        return [...document.querySelectorAll('.card-checkbox:checked')]
            .map(cb => cb.closest('.video-card').dataset.videoId);
    }
-    clipboard.on('success', function (e) {
+    // ── Delete confirmation ─────────────────────────────────────────────────
-        e.clearSelection();
+    function confirmBulkDelete() {
-        console.info('Action:', e.action);
+        pendingDeleteIds = getSelectedIds();
-        console.info('Text:', e.text);
+        if (!pendingDeleteIds.length) return;
-        console.info('Trigger:', e.trigger);
+        const n = pendingDeleteIds.length;
-        setTooltip(e.trigger, 'Copied!');
+        document.getElementById('delete-modal-msg').textContent =
-        hideTooltip(e.trigger);
+            `Are you sure you want to delete ${n} video${n !== 1 ? 's' : ''}? This cannot be undone.`;
-        disposeTooltip(e.trigger);
+        document.getElementById('delete_modal').showModal();
-    });
+    }
-    clipboard.on('error', function (e) {
+    function confirmSingleDelete(videoId) {
-        console.error('Action:', e.action);
+        pendingDeleteIds = [videoId];
-        console.error('Trigger:', e.trigger);
+        document.getElementById('delete-modal-msg').textContent =
-        setTooltip(e.trigger, fallbackMessage(e.action));
+            'Are you sure you want to delete this video? This cannot be undone.';
-        hideTooltip(e.trigger);
+        document.getElementById('delete_modal').showModal();
-    });
+    }
-    function getCopyData(subreddit, reddit_title, filename, background_credit) {
+    async function executeDelete() {
        document.getElementById('delete_modal').close();
        if (!pendingDeleteIds.length) return;
-        if (subreddit == undefined) {
+        const ids = [...pendingDeleteIds];
-            subredditCopy = "";
+        pendingDeleteIds = [];
        } else {
            subredditCopy = "r/" + subreddit + "\n\n";
        }
-        const file = filename.slice(0, -4);
+        try {
-        if (reddit_title == file) {
+            await fetch('/videos/delete', {
-            titleCopy = reddit_title;
+                method: 'POST',
-        } else {
+                headers: { 'Content-Type': 'application/json' },
-            titleCopy = file;
+                body: JSON.stringify({ ids })
            });
        } catch (err) {
            console.error('Delete request failed:', err);
        }
-        var copyData = "";
+        // Remove cards from DOM regardless (optimistic UI)
-        copyData += subredditCopy;
+        ids.forEach(id => {
-        copyData += titleCopy;
+            const card = document.querySelector(`.video-card[data-video-id="${CSS.escape(id)}"]`);
-        copyData += "\n\nBackground credit: " + background_credit;
+            if (card) card.remove();
-        return copyData;
+        });
        // Show empty state if nothing remains
        const remaining = document.querySelectorAll('.video-card:not(.hidden)').length;
        document.getElementById('empty-state').classList.toggle('hidden', remaining > 0);
        if (selectMode) cancelSelectMode();
    }
-    function getLink(subreddit, id, reddit_title) {
+    function searchFilter() {
-        if (subreddit == undefined) {
+        const query = document.querySelector(".searchFilter").value.toLowerCase();
-            return reddit_title;
+        const cards = document.querySelectorAll(".video-card");
-        } else {
+        let visibleCount = 0;
-            return "<a target='_blank' href='https://www.reddit.com/r/" + subreddit + "/comments/" + id + "/'>" + reddit_title + "</a>";
+
-        }
+        cards.forEach(card => {
            const text = card.textContent.toLowerCase();
            const matches = text.includes(query);
            card.classList.toggle('hidden', !matches);
            if (matches) visibleCount++;
        });
        document.getElementById('empty-state').classList.toggle('hidden', visibleCount > 0);
    }
-    function checkTitle(reddit_title, filename) {
+    function openPlayer(src, title) {
-        const file = filename.slice(0, -4);
+        const modal = document.getElementById('player_modal');
-        if (reddit_title == file) {
+        const video = document.getElementById('player_video');
-            return reddit_title;
+        const titleEl = document.getElementById('player_title');
-        } else {
+        titleEl.textContent = title || '';
-            return file;
+        video.src = src;
-        }
+        modal.showModal();
        video.play().catch(() => {});
    }
-    var searchFilter = () => {
+    function closePlayer() {
-        const input = document.querySelector(".searchFilter");
+        const modal = document.getElementById('player_modal');
-        const cards = document.getElementsByClassName("col");
+        const video = document.getElementById('player_video');
-        console.log(cards[1])
+        video.pause();
-        let filter = input.value
+        video.removeAttribute('src');
-        for (let i = 0; i < cards.length; i++) {
+        video.load();
-            let title = cards[i].querySelector(".card-text");
+        modal.close();
            if (title.innerText.toLowerCase().indexOf(filter.toLowerCase()) > -1) {
                cards[i].classList.remove("d-none")
            } else {
                cards[i].classList.add("d-none")
            }
        }
    }
    document.getElementById('player_modal').addEventListener('close', () => {
        const video = document.getElementById('player_video');
        video.pause();
        video.removeAttribute('src');
        video.load();
    });
    document.addEventListener('DOMContentLoaded', loadVideos);
 </script>
 {% endblock %}
--- a/GUI/layout.html
+++ b/GUI/layout.html
@ -1,155 +1,128 @@
-<html lang="en">
+<!DOCTYPE html>
 <html lang="en" data-theme="dark">
 <head>
    <meta charset="utf-8">
    <meta name="viewport" content="width=device-width, initial-scale=1">
    <meta http-equiv="cache-control" content="no-cache" />
-    <title>RedditVideoMakerBot</title>
+    <title>VideoMakerBot</title>
-    <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/bootstrap@4.1.3/dist/css/bootstrap.min.css"
+
-        integrity="sha384-MCw98/SFnGE8fJT3GXwEOngsV7Zt27NXFoaoApmYm81iuXoPkFOJwJ8ERdknLPMO" crossorigin="anonymous">
+    <!-- Modern Tech Stack -->
-    <link href="https://getbootstrap.com/docs/5.2/dist/css/bootstrap.min.css" rel="stylesheet">
+    <link href="https://cdn.jsdelivr.net/npm/daisyui@4.4.19/dist/full.min.css" rel="stylesheet" type="text/css" />
-    <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/bootstrap-icons@1.9.1/font/bootstrap-icons.css">
+    <script src="https://cdn.tailwindcss.com"></script>
    <link rel="preconnect" href="https://fonts.googleapis.com">
    <link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
    <link href="https://fonts.googleapis.com/css2?family=Inter:wght@300;400;500;600;700&display=swap" rel="stylesheet">
    <script src="https://unpkg.com/lucide@latest"></script>
    <style>
-        .bd-placeholder-img {
+        body {
-            font-size: 1.125rem;
+            font-family: 'Inter', sans-serif;
-            text-anchor: middle;
+            background-color: #0f172a; /* Slate 900 */
            -webkit-user-select: none;
            -moz-user-select: none;
            user-select: none;
        }
-        .feedback-invalid {
+        .glass-nav {
-            color: #dc3545;
+            background: rgba(15, 23, 42, 0.8);
            backdrop-filter: blur(12px);
            -webkit-backdrop-filter: blur(12px);
            border-bottom: 1px solid rgba(255, 255, 255, 0.1);
        }
-        @media (min-width: 768px) {
+        /* Custom scrollbar for a modern look */
-            .bd-placeholder-img-lg {
+        ::-webkit-scrollbar {
-                font-size: 3.5rem;
+            width: 8px;
            }
        }
-
+        ::-webkit-scrollbar-track {
-        .bi {
+            background: #1e293b;
            vertical-align: -.125em;
            fill: currentColor;
        }
-
+        ::-webkit-scrollbar-thumb {
-        .nav {
+            background: #334155;
-            display: flex;
+            border-radius: 10px;
            flex-wrap: nowrap;
            padding-bottom: 1rem;
            margin-top: -1px;
            overflow-x: auto;
            text-align: center;
            white-space: nowrap;
            -webkit-overflow-scrolling: touch;
        }
-
+        ::-webkit-scrollbar-thumb:hover {
-        #tooltip {
+            background: #475569;
            background-color: #333;
            color: white;
            padding: 5px 10px;
            border-radius: 4px;
            font-size: 13px;
        }
-        .tooltip-inner {
+        /* Dotted path inputs shouldn't show default browser validation UI */
-            max-width: 500px !important;
+        input:invalid {
-        }
+            box-shadow: none;
        #hard-reload {
            cursor: pointer;
            color: darkblue;
        }
        #hard-reload:hover {
            color: blue;
        }
    </style>
 </head>
-<script src="https://code.jquery.com/jquery-3.1.1.js" integrity="sha256-16cdPddA6VdVInumRGo6IbivbERE8p7CQR3HzTBuELA="
+<body class="min-h-screen flex flex-col">
-    crossorigin="anonymous"></script>
+
-<script src="https://cdn.jsdelivr.net/npm/popper.js@1.14.3/dist/umd/popper.min.js"
+    <header class="sticky top-0 z-50 glass-nav">
-    integrity="sha384-ZMP7rVo3mIykV+2+9J3UJ46jBk0WLaUAdn689aCwoqbBJiSnjAK/l8WvCWPIPm49"
+        <div class="container mx-auto px-4">
-    crossorigin="anonymous"></script>
+            <div class="navbar px-0">
-<script src="https://cdn.jsdelivr.net/npm/bootstrap@4.1.3/dist/js/bootstrap.min.js"
+                <div class="flex-1">
-    integrity="sha384-ChfqqxuZUCnJSK3+MXmPNIyE6ZbWh2IMqE241rYiqJxyMiZ6OW/JmZQ5stwEULTy"
+                    <a href="/" class="flex items-center gap-2 group">
-    crossorigin="anonymous"></script>
+                        <div class="bg-indigo-600 p-2 rounded-lg group-hover:bg-indigo-500 transition-colors">
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.10/clipboard.min.js"></script>
+                            <i data-lucide="video" class="w-5 h-5 text-white"></i>
-<script src="https://unpkg.com/isotope-layout@3/dist/isotope.pkgd.js"></script>
+                        </div>
-
+                        <span class="text-xl font-bold tracking-tight text-white">VideoMakerBot</span>
-<body>
+                    </a>
-    <header>
+                </div>
-        {% if get_flashed_messages() %}
+                <div class="flex-none gap-2">
-        {% for category, message in get_flashed_messages(with_categories=true) %}
+                    <ul class="menu menu-horizontal px-1 gap-1">
-
+                        <li><a href="/" class="rounded-lg hover:bg-white/10 text-slate-300">Library</a></li>
-        {% if category == "error" %}
+                        <li><a href="/backgrounds" class="rounded-lg hover:bg-white/10 text-slate-300">Backgrounds</a></li>
-        <div class="alert alert-danger mb-0 text-center" role="alert">
+                        <li><a href="/settings" class="rounded-lg hover:bg-white/10 text-slate-300">Settings</a></li>
-            {{ message }}
+                    </ul>
                    <a href="/create" class="btn btn-indigo btn-sm ml-2 rounded-lg capitalize border-none bg-indigo-600 hover:bg-indigo-500 text-white">
                        <i data-lucide="plus" class="w-4 h-4"></i>
                        Create
                    </a>
                </div>
            </div>
        </div>
    </header>
-        {% else %}
+    {% if get_flashed_messages() %}
-        <div class="alert alert-success mb-0 text-center" role="alert">
+    <div class="container mx-auto px-4 mt-4">
-            {{ message }}
+        {% for category, message in get_flashed_messages(with_categories=true) %}
        <div class="alert {{ 'alert-error' if category == 'error' else 'alert-success' }} shadow-lg mb-2">
            <i data-lucide="{{ 'alert-circle' if category == 'error' else 'check-circle' }}" class="w-5 h-5"></i>
            <span>{{ message }}</span>
        </div>
        {% endif %}
        {% endfor %}
-        {% endif %}
+    </div>
-        <nav class="navbar navbar-expand-lg navbar-dark bg-dark">
+    {% endif %}
-            <div class="container">
+
-                <a href="/" class="navbar-brand d-flex align-items-center">
+    <main class="flex-grow">
-                    <svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" fill="none" stroke="currentColor"
+        {% block main %}{% endblock %}
-                        stroke-linecap="round" stroke-linejoin="round" stroke-width="2" aria-hidden="true" class="me-2"
+    </main>
-                        viewBox="0 0 24 24">
+
-                        <path d="M23 19a2 2 0 0 1-2 2H3a2 2 0 0 1-2-2V8a2 2 0 0 1 2-2h4l2-3h6l2 3h4a2 2 0 0 1 2 2z" />
+    <footer class="bg-slate-900 border-t border-white/5 py-12 mt-12">
-                        <circle cx="12" cy="13" r="4" />
+        <div class="container mx-auto px-4">
-                    </svg>
+            <div class="flex flex-col md:flex-row justify-between items-center gap-6">
-                    <strong>RedditVideoMakerBot</strong>
+                <div class="flex flex-col gap-2">
-                </a>
+                    <div class="flex items-center gap-2">
                        <i data-lucide="video" class="w-5 h-5 text-indigo-500"></i>
                        <span class="text-lg font-semibold text-white">VideoMakerBot</span>
                    </div>
                    <p class="text-slate-400 text-sm">Automated short-form video creator.</p>
                </div>
-                <div class="collapse navbar-collapse">
+                <div class="flex gap-6 text-sm text-slate-400">
-                    <ul class="navbar-nav mr-auto">
+                    <a href="https://github.com/elebumm/RedditVideoMakerBot" target="_blank" class="hover:text-white transition-colors">GitHub</a>
-                        <li class="nav-item">
+                    <a href="#" class="hover:text-white transition-colors" id="hard-reload">Hard Reload</a>
                            <a class="nav-link" href="backgrounds">Background Manager</a>
                        </li>
                        <li class="nav-item">
                            <a class="nav-link" href="settings">Settings</a>
                        </li>
                    </ul>
                    <!-- Future feature
                    <ul class="navbar-nav">
                        <li class="nav-item">
                            <button class="btn btn-outline-success mr-auto mt-2 mt-lg-0">Create new short</button>
                        </li>
                    </ul>
                    -->
                </div>
            </div>
-        </nav>
+            <div class="mt-8 pt-8 border-t border-white/5 text-center text-xs text-slate-500">
-    </header>
+                &copy; 2026 VideoMakerBot. Built for speed and creativity.
-
+            </div>
    {% block main %}{% endblock %}
    <footer class="text-muted py-5">
        <div class="container">
            <p class="float-end mb-1">
                <a href="#">Back to top</a>
            </p>
            <p class="mb-1"><a href="https://getbootstrap.com/docs/5.2/examples/album/" target="_blank">Album</a>
                Example
                Theme by &copy; Bootstrap. <a
                    href="https://github.com/elebumm/RedditVideoMakerBot/blob/master/README.md#developers-and-maintainers"
                    target="_blank">Developers and Maintainers</a></p>
            <p class="mb-0">If your data is not refreshing, try to hard reload(Ctrl + F5) or click <a id="hard-reload">this</a> and visit your local
                <strong>{{ file }}</strong> file.
            </p>
        </div>
    </footer>
    <script>
-        document.getElementById("hard-reload").addEventListener("click", function () {
+        // Initialize Lucide icons
        lucide.createIcons();
        document.getElementById("hard-reload").addEventListener("click", function (e) {
            e.preventDefault();
            window.location.reload(true);
        });
    </script>
 </body>
 </html>
--- a/GUI/settings.html
+++ b/GUI/settings.html
--- a/README.md
+++ b/README.md
@ -32,9 +32,10 @@ The only original thing being done is the editing and gathering of all materials
 ## Requirements
- Python 3.10
+- Python 3.10+
 - Playwright (this should install automatically in installation)
 - Docker and Docker Compose for the container workflow
 - FFmpeg (for video composition)
 ## Installation 👩‍💻
@ -136,21 +137,38 @@ For a more detailed guide about the bot, please refer to the [documentation](htt
 https://user-images.githubusercontent.com/66544866/173453972-6526e4e6-c6ef-41c5-ab40-5d275e724e7c.mp4
 ## Web User Interface 🖥️
 VideoMakerBot features a modernized Flask-based web UI for easier management and generation.
 - **Technology Stack**: Tailwind CSS, DaisyUI, Lucide Icons, Vanilla ES6 JavaScript.
 - **Video Library**: View, download, and copy source links for generated videos.
 - **Background Manager**: Add and remove background videos (YouTube-linked) and manage audio tracks.
 - **Settings**: Complete configuration of platform credentials (Reddit, Threads), TTS providers, and visual preferences.
 To start the UI locally without Docker:
 ```sh
 python GUI.py
 ```
 Visit `http://localhost:4000` to access the dashboard.
 ## Contributing & Ways to improve 📈
 In its current state, this bot does exactly what it needs to do. However, improvements can always be made!
 I have tried to simplify the code so anyone can read it and start contributing at any skill level. Don't be shy :) contribute!
- [ ] Creating better documentation and adding a command line interface.
+- [x] Creating better documentation and adding a command line interface.
 - [x] Allowing the user to choose background music for their videos.
- [x] Allowing users to choose a reddit thread instead of being randomized.
+- [x] Allowing users to choose a reddit/threads thread instead of being randomized.
 - [x] Allowing users to choose a background that is picked instead of the Minecraft one.
 - [x] Allowing users to choose between any subreddit.
 - [x] Allowing users to change voice.
- [x] Checks if a video has already been created
+- [x] Checks if a video has already been created.
- [x] Light and Dark modes
+- [x] Light and Dark modes.
- [x] NSFW post filter
+- [x] NSFW post filter.
 - [x] Threads platform support.
 - [x] Modern Web UI (Tailwind + DaisyUI).
 Please read our [contributing guidelines](CONTRIBUTING.md) for more detailed information.
--- a/docker-compose.yml
+++ b/docker-compose.yml
@ -25,3 +25,15 @@ services:
    volumes:
      - ./:/app
    shm_size: "1gb"
  test:
    build:
      context: .
    image: videomakerbot:latest
    command: ["pytest", "tests/", "-v"]
    environment:
      PYTHONUNBUFFERED: "1"
      PYTHONPATH: "/app"
    volumes:
      - ./:/app
    shm_size: "1gb"
--- a/tests/test_gui_utils.py
+++ b/tests/test_gui_utils.py
@ -0,0 +1,72 @@
 import json
 import os
 import pytest
 from unittest.mock import patch, MagicMock
 from pathlib import Path
 from utils import gui_utils
@pytest.fixture
 def mock_background_json(tmp_path):
    bg_file = tmp_path / "background_videos.json"
    initial_data = {
        "__comment": "test",
        "minecraft": ["https://www.youtube.com/watch?v=n_Dv4JMiwK8", "parkour.mp4", "bbswitzer", "center"]
    }
    bg_file.write_text(json.dumps(initial_data))
    return bg_file
@pytest.fixture
 def mock_template_toml(tmp_path):
    template_file = tmp_path / ".config.template.toml"
    template_content = """
 [settings.background]
 background_video = { optional = true, default = "minecraft", options = ["minecraft"] }
 """
    template_file.write_text(template_content)
    return template_file
@patch("utils.gui_utils.flash")
 def test_delete_background(mock_flash, mock_background_json, mock_template_toml):
    # We need to patch the paths used in gui_utils
    with patch("utils.gui_utils.open", MagicMock(side_effect=lambda path, *args, **kwargs: open(mock_background_json if "background_videos.json" in str(path) else path, *args, **kwargs))), \
         patch("utils.gui_utils.Path", MagicMock(side_effect=lambda path: Path(mock_template_toml) if ".config.template.toml" in str(path) else Path(path))):
        gui_utils.delete_background("minecraft")
        # Verify background_videos.json
        with open(mock_background_json, "r") as f:
            data = json.load(f)
        assert "minecraft" not in data
        # Verify .config.template.toml
        import tomlkit
        template_data = tomlkit.loads(mock_template_toml.read_text())
        assert "minecraft" not in template_data["settings"]["background"]["background_video"]["options"]
        mock_flash.assert_called_with('Successfully removed "minecraft" background!')
@patch("utils.gui_utils.flash")
 def test_add_background(mock_flash, mock_background_json, mock_template_toml):
    with patch("utils.gui_utils.open", MagicMock(side_effect=lambda path, *args, **kwargs: open(mock_background_json if "background_videos.json" in str(path) else path, *args, **kwargs))), \
         patch("utils.gui_utils.Path", MagicMock(side_effect=lambda path: Path(mock_template_toml) if ".config.template.toml" in str(path) else Path(path))):
        # Test adding a new background
        gui_utils.add_background(
            youtube_uri="https://www.youtube.com/watch?v=dQw4w9WgXcQ",
            filename="test_new",
            citation="Rick",
            position="center"
        )
        # Verify background_videos.json
        with open(mock_background_json, "r") as f:
            data = json.load(f)
        assert "test_new" in data
        assert data["test_new"][0] == "https://www.youtube.com/watch?v=dQw4w9WgXcQ"
        # Verify .config.template.toml
        import tomlkit
        template_data = tomlkit.loads(mock_template_toml.read_text())
        assert "test_new" in template_data["settings"]["background"]["background_video"]["options"]
        mock_flash.assert_called_with('Added "Rick-test_new.mp4" as a new background video!')
--- a/utils/console.py
+++ b/utils/console.py
@ -9,6 +9,15 @@ from rich.text import Text
 console = Console()
 # Progress callback for GUI integration.
 # Set by GUI.py to receive stage-change notifications during pipeline runs.
 _progress_callback = None
 def set_progress_callback(cb):
    global _progress_callback
    _progress_callback = cb
 def print_markdown(text) -> None:
    """Prints a rich info message. Support Markdown syntax."""
@ -22,6 +31,8 @@ def print_step(text) -> None:
    panel = Panel(Text(text, justify="left"))
    console.print(panel)
    if _progress_callback:
        _progress_callback(stage=text)
 def print_table(items) -> None:
--- a/utils/gui_utils.py
+++ b/utils/gui_utils.py
@ -7,32 +7,37 @@ import tomlkit
 from flask import flash
-# Get validation checks from template
+# Get validation checks from template, keyed by dotted path
 # (e.g. "reddit.creds.username", "threads.creds.username") so that
 # leaf-key collisions across platform sections don't clobber each other.
 def get_checks():
    template = toml.load("utils/.config.template.toml")
    checks = {}
-    def unpack_checks(obj: dict):
+    def unpack_checks(obj: dict, path):
        for key in obj.keys():
-            if "optional" in obj[key].keys():
+            full = f"{path}.{key}" if path else key
-                checks[key] = obj[key]
+            if isinstance(obj[key], dict) and "optional" in obj[key].keys():
-            else:
+                checks[full] = obj[key]
-                unpack_checks(obj[key])
+            elif isinstance(obj[key], dict):
                unpack_checks(obj[key], full)
-    unpack_checks(template)
+    unpack_checks(template, "")
    return checks
-# Get current config (from config.toml) as dict
+# Get current config (from config.toml) as a dict keyed by dotted path.
-def get_config(obj: dict, done=None):
+# Mirrors the path layout of get_checks() so the GUI can match values to checks.
 def get_config(obj: dict, done=None, path=""):
    if done is None:
        done = {}
    for key in obj.keys():
        full = f"{path}.{key}" if path else key
        if not isinstance(obj[key], dict):
-            done[key] = obj[key]
+            done[full] = obj[key]
        else:
-            get_config(obj[key], done)
+            get_config(obj[key], done, full)
    return done
@ -92,29 +97,30 @@ def check(value, checks):
 # Modify settings (after the form is submitted)
 def modify_settings(data: dict, config_load, checks: dict):
-    # Modify config settings
+    # Walk the dotted path and set the value at the precise location.
-    def modify_config(obj: dict, config_name: str, value: any):
+    # Example: "reddit.creds.username" -> config_load["reddit"]["creds"]["username"]
-        for key in obj.keys():
+    def set_by_path(obj: dict, dotted_path: str, value):
-            if config_name == key:
+        parts = dotted_path.split(".")
-                obj[key] = value
+        cursor = obj
-            elif not isinstance(obj[key], dict):
+        for part in parts[:-1]:
-                continue
+            if part not in cursor or not isinstance(cursor[part], dict):
-            else:
+                cursor[part] = {}
-                modify_config(obj[key], config_name, value)
+            cursor = cursor[part]
-
+        cursor[parts[-1]] = value
-    # Remove empty/incorrect key-value pairs
+
-    data = {key: value for key, value in data.items() if value and key in checks.keys()}
+    # Filter data to only include keys present in checks
-
+    data = {key: value for key, value in data.items() if key in checks.keys()}
-    # Validate values
+
-    for name in data.keys():
+    # Validate and apply values
-        value = check(data[name], checks[name])
+    for name, raw_value in data.items():
        value = check(raw_value, checks[name])
        # Value is invalid
        if value == "Error":
            flash("Some values were incorrect and didn't save!", "error")
        else:
            # Value is valid
-            modify_config(config_load, name, value)
+            set_by_path(config_load, name, value)
    # Save changes in config.toml
    with Path("config.toml").open("w") as toml_file:
@ -127,21 +133,22 @@ def modify_settings(data: dict, config_load, checks: dict):
 # Delete background video
 def delete_background(key):
-    # Read backgrounds.json
+    # Read background catalog
-    with open("utils/backgrounds.json", "r", encoding="utf-8") as backgrounds:
+    with open("utils/background_videos.json", "r", encoding="utf-8") as backgrounds:
        data = json.load(backgrounds)
-    # Remove background from backgrounds.json
+    if data.pop(key, None) is None:
-    with open("utils/backgrounds.json", "w", encoding="utf-8") as backgrounds:
+        flash("Couldn't find this background. Try refreshing the page.", "error")
-        if data.pop(key, None):
+        return
-            json.dump(data, backgrounds, ensure_ascii=False, indent=4)
+
-        else:
+    with open("utils/background_videos.json", "w", encoding="utf-8") as backgrounds:
-            flash("Couldn't find this background. Try refreshing the page.", "error")
+        json.dump(data, backgrounds, ensure_ascii=False, indent=4)
            return
    # Remove background video from ".config.template.toml"
    config = tomlkit.loads(Path("utils/.config.template.toml").read_text())
-    config["settings"]["background"]["background_choice"]["options"].remove(key)
+    options = config["settings"]["background"]["background_video"]["options"]
    if key in options:
        options.remove(key)
    with Path("utils/.config.template.toml").open("w") as toml_file:
        toml_file.write(tomlkit.dumps(config))
@ -181,7 +188,7 @@ def add_background(youtube_uri, filename, citation, position):
    filename = filename.replace(" ", "_")
    # Check if the background doesn't already exist
-    with open("utils/backgrounds.json", "r", encoding="utf-8") as backgrounds:
+    with open("utils/background_videos.json", "r", encoding="utf-8") as backgrounds:
        data = json.load(backgrounds)
        # Check if key isn't already taken
@ -190,21 +197,24 @@ def add_background(youtube_uri, filename, citation, position):
            return
        # Check if the YouTube URI isn't already used under different name
-        if youtube_uri in [data[i][0] for i in list(data.keys())]:
+        if youtube_uri in [data[i][0] for i in list(data.keys()) if i != "__comment"]:
            flash("Background video with this YouTube URI is already added!", "error")
            return
    # Add background video to json file
-    with open("utils/backgrounds.json", "r+", encoding="utf-8") as backgrounds:
+    with open("utils/background_videos.json", "r+", encoding="utf-8") as backgrounds:
        data = json.load(backgrounds)
        data[filename] = [youtube_uri, filename + ".mp4", citation, position]
        backgrounds.seek(0)
        backgrounds.truncate()
        json.dump(data, backgrounds, ensure_ascii=False, indent=4)
    # Add background video to ".config.template.toml"
    config = tomlkit.loads(Path("utils/.config.template.toml").read_text())
-    config["settings"]["background"]["background_choice"]["options"].append(filename)
+    options = config["settings"]["background"]["background_video"]["options"]
    if filename not in options:
        options.append(filename)
    with Path("utils/.config.template.toml").open("w") as toml_file:
        toml_file.write(tomlkit.dumps(config))
@ -212,3 +222,36 @@ def add_background(youtube_uri, filename, citation, position):
    flash(f'Added "{citation}-{filename}.mp4" as a new background video!')
    return
 # Delete videos by ID list — removes entries from videos.json and mp4 files from disk.
 # Returns the number of files actually removed from disk.
 def delete_videos(ids):
    ids = set(ids)
    videos_path = Path("video_creation/data/videos.json")
    results_root = Path("results").resolve()
    with videos_path.open("r", encoding="utf-8") as f:
        videos = json.load(f)
    to_delete = {v["id"]: v for v in videos if v.get("id") in ids}
    remaining = [v for v in videos if v.get("id") not in ids]
    deleted = 0
    for entry in to_delete.values():
        subreddit = entry.get("subreddit", "")
        filename = entry.get("filename", "")
        if subreddit and filename:
            try:
                file_path = (results_root / subreddit / filename).resolve()
                file_path.relative_to(results_root)  # path-traversal guard
                if file_path.exists():
                    file_path.unlink()
                    deleted += 1
            except (ValueError, OSError):
                pass
    with videos_path.open("w", encoding="utf-8") as f:
        json.dump(remaining, f, ensure_ascii=False, indent=4)
    return deleted