From Chat to Knowledge: Building Institutional Memory with Codex

This SOP addresses a critical challenge in modern team operations: preventing valuable project context from being lost in chat history and making that knowledge persistent across team members, time periods, and AI conversations. By establishing structured practices with Codex, OpenSpec, and Superpowers, teams can dramatically reduce onboarding friction, eliminate context loss, and build institutional knowledge that compounds over time. Importantly, this framework extends beyond engineers to encompass PMs, QA, designers, operations, and all business teams—making it a comprehensive approach to modern team collaboration.