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05 · Public source

MemCore

Structured memory layer for agent sessions, kept in local storage you control.

Session facts are recorded once, then retrieved by explicit query instead of re-reading a whole transcript.

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Problem

Long agent sessions lost earlier decisions because context was rebuilt from raw transcripts each time.

Mechanism

  1. Store durable session facts locally with explicit keys.
  2. Retrieve by query when a new task starts.
  3. Keep the store inspectable instead of opaque embeddings-only state.

Evidence

Status
Early stage · API stabilising

Boundary

The retrieval quality depends on what is recorded; MemCore does not infer importance on its own.