Smriti provides persistent, graph-based memory for LLM applications built on LadybugDB embedded property graph database. It uses EcphoryRAG-inspired multi-stage retrieval combining cue extraction, graph traversal, vector similarity, and multi-hop association to deliver human-like memory recall. The system uses the Leiden algorithm for automatic community detection, enabling cluster-aware retrieval that scales beyond thousands of memories with automatic consolidation.
Cognium trust score
88%
Tier
Verified
Composite of vulnerability cleanliness, spec conformance, provenance, stability, and usage signals — scanned and weighted by Cognium. Human and agent signals are tracked separately.
Last scanned 2026-09-28.
Returns 7 tools: search_skills, get_skill, list_leaderboard, get_trust_breakdown, resolve_composition, plus the ChatGPT-connector search and fetch. Every tool is annotated read-only.
Resolve this skill directly via MCP tools/call get_skill.