GustyCube/membrane
A selective learning and memory substrate for agentic systems — typed, revisable, decayable memory with competence learning and trust-aware retrieval.
Membrane provides a structured, multi-tiered memory system for LLM agents built on typed schemas (episodic, semantic, competence, and plan graphs) with asynchronous consolidation that extracts knowledge from raw experience. It implements trust-gated retrieval with sensitivity levels, time-based salience decay, and full revision provenance tracking, allowing agents to safely update learned facts with evidence. The system offers gRPC APIs and embedded Go library usage, with optional Postgres+pgvector backends for vector-aware retrieval and SQLCipher encryption at rest.
Stars
59
Forks
6
Language
Go
License
MIT
Category
Last pushed
Mar 13, 2026
Commits (30d)
0
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