automate-this

Analyze screen recordings of manual processes and generate working automation scripts at multiple complexity tiers. Analyze a screen recording of a manual process and build working automation for it. The user records themselves doing something repetitive or tedious, hands you the video file, and you figure out what they're doing, why, and how to script it away. Before analyzing any recording, verify the required tools are available. Run these checks silently and only surface problems: Given a video file path (typically on ~/Desktop/ ), extract both visual frames and audio: Extract frames at one frame every 2 seconds. This balances coverage with context window limits. Use $WORK_DIR for all subsequent temp file paths in the session. The per-run directory with mode 0700 ensures extracted frames are only readable by the current user.