{"repo":"HopiumLab/skymem-io","free":true,"listed":false,"github":"https://github.com/HopiumLab/skymem-io","clone":"git clone https://github.com/HopiumLab/skymem-io.git","description":"The trusted state layer for persistent AI agents. Structured cognition, audit-grade observability, MCP-native. Self-hostable. ELv2.","language":"JavaScript","stars":10,"topics":["agent-memory","agents","ai","claude-code","cursor","knowledge-graph","llm","mcp","memory","rag"],"license":null,"category":"ai-agents","readme_excerpt":"skyMem The trusted state layer for persistent AI agents. Memory that knows what changed, what's contradicted, what's superseded, and why — with full provenance. Built for AI engineering teams first (Claude Code · Cursor · agentic frameworks). Same engine extends to teams, vertical SaaS, and audit-grade enterprise. This repo ( HopiumLab/skymem-io ) is the source-available reference implementation. Bring your own LLM keys (Anthropic + Cohere), data stays on your machine. Elastic License v2 — self-host freely; commercial-hosted-service rights reserved. --- Why this exists If you've used Claude Code / Cursor / Devin for anything serious, you've felt agent drift : the AI decides X in session 1, contradicts itself in session 3, and by session 5 your repo has both implementations. Bigger context windows don't fix this — the lost-in-the-middle effect compounds with size. Better embeddings don't fix this. The fix is structured cognition : a graph of nodes + persona-grade facts + trajectories + provenance that the agent queries every turn instead of being handed flat markdown. That's skyMem. --- Why skyMem (vs alternatives) The honest position: Mem0, MemMachine, Synthius, ByteRover score higher on LOCOMO today (91-94%). skyMem is at 70.75%. Zep/Graphiti — the closest architectural comparable — is at 75% on LOCOMO but is more mature on the temporal foundation we share (bitemporal validity, episode tracing, contradiction handling all shipped at production scale, ICLR 2026 paper). So why ","default_branch":null,"files":null,"tree":[],"storefront":"/r/HopiumLab","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/HopiumLab/skymem-io/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}