Agentic Longitudinal Learner Profile System
Preserving learning continuity across terms, years, and teachers using evidence with source attribution, chronological history, and human oversight.
This is a project information page, not a live AI demonstration or an active API endpoint. The public repository contains the open-source evidence storage and MCP interface. A remotely accessible demonstration of the broader agent workflow is not yet published.
Python • SQLite • MCP Python SDK • Pydantic. The wider development workflow explores local open-weight model interpretation, deterministic longitudinal analysis, and teacher review.
Use fictional synthetic data only. No real student records are hosted on this page.