Persistent memory for AI agents. Store decisions, preferences, and context that survive across sessions. Build knowledge graphs that compound over time. Hybrid search (BM25 + vector + graph) recalls what matters when you need it.
Persistent memory management with Penfield. Activate when the task involves: remembering past work, recalling previous decisions, storing important context, building knowledge graphs, saving/restoring session context, reflecting on recent activity, managing artifacts, or any situation where cross-session memory would…