Progressive disclosure retrieval for long-horizon AI agents over personal knowledge bases. Three-tier model: hot cache → FTS5 index → full read. Local-first, zero dependencies.

Self-hosted continuity and collaboration substrate for autonomous agents with bounded, recoverable memory and explicit restart orientation

Provide a fast, precise retrieval layer that connects AI agents with personal knowledge bases to enhance context understanding and reduce noise.