opok-ops/dsh-mindforge

README excerpt

dsh-mindforge Encrypted 4-layer lifelong memory for DeepSeek Harness — powered by MindForge Why dsh-mindforge? DeepSeek Harness ships with basic session persistence — an append-only log and a simple memory table. That's enough for a single conversation, but agents forget everything across sessions, can't reason over past interactions, and have no way to encrypt sensitive memories. dsh-mindforge plugs MindForge — a production-grade lifelong memory engine — directly into DSH as a native Cordis plugin. Your agent gets: Feature dsh-mindforge dsh-mnemon DSH native : : : : : : Memory layers 4 (sensory/short/long/permanent) 3 2 AES-256-GCM encryption Yes No No Full-text search (FTS5 + trigram, Chinese-ready) Yes Partial Partial Vector search (384-dim MiniLM) Yes No No 6-way fusion retrieval Yes No No Knowledge graph Yes Yes No Federated memory + ACL Yes No No Memory evolution (decay/cluster/link/reinforce) Yes Partial No Metacognitive reflection Yes No No Memory lineage & version history Yes Partial No DSH native tools 10 8 — DSH commands ( /mindforge ) Yes Yes — Auto context injection ( agent.inject ) Yes Yes — Architecture This is the same proven pattern used by dsh-mnemon — a TypeScrip…

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