Superlocalmemory
Description
Open-source governed, local-first memory control plane for AI agents and teams. arXiv:2608.08253
Installation
This entry records only its repository, not the path inside it, so there is no
exact command to give. Open the source below and copy the folder into
~/.claude/skills/, or the file into ~/.claude/agents/.
README
SuperLocalMemory V4.1.9
Rent the LLM. Own the memory.
Rent an LLM — but own the memory, for your company and for your industry.
The governed memory layer for AI agents: local-first, auditable, and built for the compliance obligations teams now actually carry.
Models are interchangeable and rented by the token. What your agents remember is
yours — it is your customers' data, your retention obligations, and your audit trail. SLM
keeps that layer on infrastructure you control, with multi-workspace isolation, role-based
access, and GDPR + EU AI Act governance controls built in.
The boundary. SuperLocalMemory starts with a local runtime; provider-backed enrichment, cloud backup, connectors, and proxy use are explicit choices. Different products solve different boundaries. Published benchmark evidence carried into V4 comes from the published V3 research architecture; it is not a claim of a newly rerun V4 package benchmark.
How to check that, rather than believe it. Every reliability
guarantee here is stated as a falsifiable invariant, tested under an adversarial condition with a
negative control, and shipped with the harness that regenerates the evidence:
python benchmark/run_all.py --trials 200 --output-dir results/. What each experiment
does not exercise is stated too.
v4.1.9 — one control plane: SLM-Mesh peer coordination · multi-scope memory (personal / shared / global) · profiles · Cache · Compress · 7-layer retrieval · code graph · Entity Explorer · skil
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