What you need is RAG and better context management. I use vornik (it has plugins for both codex and Claude) that gives both the long term memory you mention. Hope this helps.

Sounds like a bunch of extra tool calls, and dependence on a hopefully accurate retrieval system. Vs the extra context just being available where it's relevant.