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Watch & Learn

Built at Google Gemini Hackathon · Oct 18, 2025 · San Francisco, CA

Demo video · www.loom.com/…

Watch & Learn transforms screen recordings into executable "skills" for AI agents. Instead of writing tedious documentation, simply record yourself performing a task with narration. W&L automatically extracts step-by-step instructions, automation scripts, templates, and reference assets—converting tacit knowledge into structured formats AI agents can follow. Deploy skills as downloadable ZIP files, MCP servers, or run via Gemini computer-use models in-app. The core insight: "showing" captures nuance that written instructions miss, making on-the-job agentic training faster and more reliable.

Team