Episodic memory

Every message embedded. Retrievable indefinitely. Grows monotonically.

Cross-session RAG

@ExpertName pulls any expert's corpus. Read-only. Source attributed.

Chain-of-Provenance™

Every answer traces to source. Unknown = [DATA NEEDED]. Never fabricated.

Clone & fork

Deep copy any expert. Fork by domain, perspective, or time. Preserves snapshots.

Library Expert

Meta-navigator. Knows every expert's shape. Routes queries. Surfaces gaps.

Compounding value

Each new expert multiplies value of all others. Value = n × (n−1) connections.