Motif

Motif is a self-hosted platform that collects, verifies, and manages working memory from AI coding agents such as Claude Code, Codex, and Cursor. It aggregates sessions into a living graph of decisions, files, and connections queryable by agents and humans. Motif flags contradictions for human review and supports generating pull requests to keep code consistent with decisions. It enables recall, verification, and acting on coding knowledge across teams or solo users without using cloud services or exposing data externally.