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V1 and V2 are complete; the next-cycle roadmap covers provider policy watching, anomaly auto-triage, and scheduler simulation overlays.\n\n## Features\n\n- **Music-synced video generation** — frame-accurate visual output aligned to audio beat and structure\n- **Deterministic export** — same inputs always produce the same output; full content hashing with BLAKE3\n- **Resumable pipelines** — interrupted exports resume from the last verified checkpoint\n- **DR rehearsal automation** — non-destructive disaster recovery rehearsal built into the verification suite\n- **Anomaly auto-triage** — enriched anomaly detection with structured triage output\n- **Provider policy watching** — NC-003 diff watcher ingests provider changelog and emits recommendations\n- **Replay actor-filter correctness** — redaction-safe raw exports with verified replay integrity\n- **Distribution integrations** — optional hooks for YouTube and other platforms\n\n## Quick Start\n\n### Prerequisites\n- Python 3.11+\n- ffmpeg\n\n### Installation\n```bash\ngit clone https://github.com/saagpatel/visual-album-studio\ncd visual-album-studio\npip install -r app/requirements.txt\n```\n\n### Usage\n```bash\n# Run strict verification\nenv VAS_SECURITY_STRICT=1 bash .codex/scripts/run_verify_commands.sh\n\n# Run capstone audit (requires test video)\nenv VAS_SECURITY_STRICT=1 \\\n  VAS_YT_TEST_VIDEO_PATH=/path/to/test_video.mp4 \\\n  ./scripts/test/capstone_audit.sh\n```\n\n## Tech Stack\n\n| Layer | Technology |\n|-------|------------|\n| Language | Python 3.11+ |\n| Core | Custom pipeline engine (vas_studio) |\n| Export verification | BLAKE3 content hashing |\n| Database | SQLite (migrations in migrations/) |\n| Testing | pytest (unit, integration, acceptance) |\n\n## License\n\nMIT\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsaagpatel%2Fvisual-album-studio","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsaagpatel%2Fvisual-album-studio","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsaagpatel%2Fvisual-album-studio/lists"}