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What's New
Memory Lifecycle Management — Memories automatically organize themselves over time based on usage patterns, keeping your system fast and relevant.
Behavioral Learning — The system learns from action outcomes and transfers knowledge across projects. Zero LLM inference — pure local pattern recognition.
Enterprise Compliance — Full access control, immutable audit trails, and retention policy management for GDPR, HIPAA, and EU AI Act.
6 New MCP Tools
| Tool | Purpose |
|---|---|
report_outcome |
Record action outcomes for behavioral learning |
get_lifecycle_status |
View memory lifecycle state distribution |
set_retention_policy |
Configure retention policies |
compact_memories |
Trigger lifecycle transitions |
get_behavioral_patterns |
View learned behavioral patterns |
audit_trail |
Query the compliance audit trail |
Upgrade
npm install -g superlocalmemory@latestDrop-in upgrade. All existing memories, settings, and configurations preserved. Upgrade Guide →
Full Changelog: CHANGELOG.md
Website: superlocalmemory.com
Research: superlocalmemory.com/research