Tasks now live in the database (mode: script or agentic). Script-mode tasks bypass the agent entirely — the implementation is materialized to a temp file and executed directly, with stdout/stderr streamed to the UI via WebSocket. Includes convert-to-mp3 as the first native script task. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>