Controllable Transcription. Verbatim ( every, filler, pause, stutter, vocal sound) , or intended ( what the speaker meant to say, optimized for readability) with word-level timestamps.
Open-source audio/video notebook: ask across hundreds of hours of recordings, and every answer links to the exact second it was said.
Research skill and researcher subagent for Claude Code: multi-engine search behind one interface, parallel agent waves, and a verify gate that blocks any citation without a verbatim quote. No personal data; configured via .env.
Automated literature reviews using local LLMs via Ollama. Searches academic databases, acquires full-text papers, and writes APA 7th reviews where the model is structurally prevented from fabricating quotes — every quote is verified verbatim and is formated in APA7th.