Forge
Forge captures expert knowledge through AI conversation and transforms it into interactive tools anyone can use.
Core trick
Real-time extraction turns a voice or text interview into structured facts, then selects interactive components to present them.
Description
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.
README excerpt
# Forge **Expert knowledge, forged into tools for everyone.** Forge captures what experts know through natural conversation and transforms it into interactive tools anyone can use. No forms. No manuals. Just speak. Built for the [Claude Code Hackathon](https://docs.anthropic.com/en/docs/build-with-claude/prompt-engineering/claude-code-hackathon) - *Break the Barriers* problem statement. ## How It Works 1. **Speak Your Knowledge** - An AI interviewer conducts a structured conversation, asking the right questions to draw out what you know. Voice or text. 2. **Knowledge Extraction** - As you talk, Opus extracts structured knowledge in real-time: facts, processes, decisions, pitfalls. 3. **Interactive Tool** - Your knowledge becomes a living tool: decision trees, checklists, calculators, quizzes. Share a link and anyone benefits. ## Seven Opus Roles Opus 4.6 isn't just the model - it's the architect. Seven distinct roles orchestrate the pipeline: | Role | What It Does | |------|-------------| | **Interview Planner** | Designs structured interview sections with extraction priorities based on domain analysis | | **Conductor** | Manages conversation flow in real-time, deciding when to probe deeper vs advance | | **Knowledge Extractor** | Pulls structured facts, processes, and decisions from natural conversation | | **Tool Architect** | Selects the right component types and designs tool layout from extracted knowledge | | **Expert Channel** | Answers user questions by channel