Transcribe Video
Transcribe a video or audio file to a plain-text .txt file. Use when the user says "transcribe this", "make a transcript", "get the text from this video", "what was said in this", or any variant of "give me the transcription". Fast (hardware decode + whisper) — runs in seconds on M-series Macs.
Redash
Create, run, and manage Redash queries, visualizations, and dashboards through the Redash REST API. Use when the user says "create a Redash query", "build a Redash dashboard", "run this SQL in Redash", "add a chart to a dashboard", "what tables are in my data source", or any variant of working with Redash programmatically.
Thumbnail Video
Generate YouTube thumbnails (1280×720 JPEG) from a video. Picks frames via scene detection, overlays caption text using HTML/CSS rendered by headless Chrome, outputs multiple variants for YouTube A/B testing. Use when the user says "make a thumbnail", "generate thumbnails", "thumbnail for this video", or any variant of "youtube thumbnail".