Updated Pending Work & Roadmap (markdown)
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# Pending Work & Roadmap
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# Future Tasks
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This page outlines the current and future development roadmap for the Llama Chile Shop automation pipeline.
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| Version | Feature / Task | Status | Notes |
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|-----------|----------------------------------------------|---------------|-----------------------------------------------------------------------|
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| `v0.0.1` | ✅ Initial montage rendering pipeline | ✅ Complete | Finalized and tagged as the first working end-to-end render version. |
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| `v0.1.1` | 🎥 YouTube upload + AI description generation | 🔄 In Progress | Uploads montage videos with dynamic titles/descriptions via OpenAI. |
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| `v0.1.2` | 📤 PeerTube upload + AI description | ⏳ Not Started | Same flow as YouTube; skips verticals. |
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| `v0.2.0` | 🐘 Mastodon auto-toot when video is posted | ⏳ Not Started | Post URLs with hashtags and light humor. |
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| `v0.2.1` | 🧵 Bluesky post when video is published | ⏳ Not Started | Similar to Mastodon, using AT Protocol. |
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| Future | 🧠 Dynamic description for hits/misses/etc. | ⏳ Not Started | Uses `notes.*` for text seed per clip. |
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| Future | 📚 Git-tracked local wiki repo (`.wiki.git`) | ⏳ Not Started | Enables markdown editing + optional doc tooling + CI integration. |
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This document tracks planned features, enhancements, and deferred ideas for the Llama Chile Shop video automation pipeline.
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---
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## Priorities
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## 🧠 AI Integration
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- 🔁 Finish `v0.1.1` and validate full YT flow
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- ⛏️ Refactor for modular uploads (YT/PT)
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- 🔄 Expand to process other clip types
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- 🪧 Add support for social platform posting
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> ✅ Completed 🔄 In Progress ⏳ Not Started
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- [ ] Generate dynamic video descriptions using OpenAI API (✔ montage, clips pending)
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- [ ] Use `notes.txt` to drive all description and thumbnail generation
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- [ ] Add support for OpenAI-based thumbnail image generation using prompts
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- [ ] Generate YouTube/PeerTube titles and hashtags from `notes.txt` content
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- [ ] Add optional GPT-based alt-text generator for PeerTube accessibility
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---
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## Thumbnail & Branding Pipeline
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## 📷 Thumbnail & Branding Pipeline
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- [ ] Add OpenAI API call to generate thumbnail from `thumbnail_prompt`
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- [ ] Generate stylized thumbnails for use in Shorts (once YouTube allows)
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- [ ] Generate stylized thumbnails for Shorts (once YouTube allows custom thumbnails)
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- [ ] Inject static or AI-generated thumbnail into first frame for Shorts (workaround)
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- [ ] Support branding overlays or auto-injected title cards into thumbnails
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- [ ] Create CLI utility for testing `generate_thumbnail_prompt()` and rendering previews
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- [ ] Add preset branding templates (e.g., Full Mental Llama, CoolHandGramps variants)
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- [ ] Add preset visual templates (e.g., Full Mental Llama, Chill Victory, WTF Moments)
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---
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## 📦 Video Processing Pipeline
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- [ ] Enable parallel batch processing across clips
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- [ ] Expand `render_engine.py` to handle `hits/`, `misses/`, and `outtakes/` fully
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- [ ] Schedule early-morning detection of new stream sessions (daily cron)
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- [ ] Integrate DaVinci Resolve render verification (watchdog or output size check)
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---
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## ☁️ Upload and Distribution
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- [ ] Add PeerTube upload support using `upload_to_peertube()` (v0.1.2 milestone)
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- [ ] Toot to Mastodon when upload completes (v0.2.0 milestone)
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- [ ] Post to Bluesky after upload (v0.2.1 milestone)
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- [ ] Auto-thread YouTube video to Discord via webhook (optional)
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---
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## 📚 Documentation & UX
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- [ ] Finalize internal GitHub wiki with full API/function coverage
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- [ ] Add dev commentary to codebase (for maintainability & onboarding)
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- [ ] Implement local Markdown preview tool for wiki (e.g., MkDocs or Docsify)
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- [ ] Build offline test harness for video + prompt I/O
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---
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## 🛡️ Security & Config
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- [ ] Migrate from config.py → `.env` + `python-dotenv` completely (✔ partial)
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- [ ] Add `.env.example` and README section for env setup
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- [ ] Store API keys in OS keyring or encrypted vault (optional)
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---
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## 🧪 Testing & CI/CD
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- [ ] Add unit tests for all major modules
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- [ ] Enable GitHub Actions CI for push/build/test (v0.2.x+)
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- [ ] Add pre-commit hooks to lint or validate Markdown, Python, and FFmpeg paths
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- [ ] Test on Windows, Linux (NAS), and WSL environments
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---
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Next: [Directory Layout](wiki_directory_layout.md)
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