WitUS ecosystem · Wanderlearn

Wanderlearn Field Reporter

A LangGraph agent that turns a raw Wanderlearn capture — location transcript, GPS, and photo references — into a publishable lesson draft through a research, write, and self-critique reflection loop.

The agent researches the location, drafts a cited lesson, then critiques it against a rubric and revises until it passes — or escalates to human review. Browse generated reports and scrub their revision history in the operator console.