SparkShare-io

A typed, structured, self-maintaining memory layer for AI agents with confidence tracking, pattern recognition, and blindspot analysis.

Enables AI agents to store, retrieve, and reason over typed knowledge, skills, and patterns with confidence tracking, provenance, and self-maintenance capabilit