Adam Knight

Forge captures expert knowledge through AI conversation and transforms it into interactive tools anyone can use. A food bank operator knows how to feed 500 families a week. A master baker diagnoses sourdough problems by feel. That knowledge is locked in their heads. Forge breaks it out. Seven Opus 4.6 roles orchestrate the pipeline: an Interview Planner designs conversations, a Conductor manages flow in real-time, a Knowledge Extractor pulls structured facts as the expert speaks, and a Tool Architect selects interactive components. The result is a shareable tool with decision trees, checklists, calculators, and more - not a static document. Experts speak naturally via ElevenLabs voice (Sonnet 4.5) or text chat. Follow-up interviews deepen knowledge, with Opus proposing updates to existing tools. Users get expert chat channelling answers through 5-layer cascading context. One link gives anyone access.