Use agent-experience-capitalization as a project-owned, team-shareable engineering memory layer for coding agents. Use it to activate prior experience before work, save reusable lessons after work, inspect save/get/log health, and diagnose Milvus-centric retrieval.
Develop and resume project ideas using Context Router research records, preserving discussion stages, decisions and open questions, then turn agreed conclusions into linked backlog drafts. Use for idea exploration before implementation.
Use when resuming work after chat loss, switching AI models, migrating context to a new agent or workspace, or maintaining long-running research and project memory across sessions. Manages roadmap, decision log, hypotheses, research evidence, and recovery checkpoints as separate canonical files so no single transcript…
Initialize, route, recall, and safely transfer reusable local knowledge across Windows projects using Local Knowledge Suite. Use when Codex must start a Memory-only project without a company, connect several projects to one registered company repository, choose global or vendored installation, check or migrate…