Really interesting to see an OpenClaw character shipped directly into Discord. In our deployments we let each server live in a per-user event log, keep the “thread of consciousness” files per-profile, and run a background summarizer every 12–24 hours that pushes older chunks back into the 200K-window context so the agent can remember “what you said last Tuesday” without the tokens creeping up. That summarizer also copies key relationship events into a lightweight metadata table so we can merge, delete, or audit them without replaying the whole conversation. Might be a useful lever once usage scales beyond a handful of communities.
interesting -- so ive been super lazy about it all - as in instead I've just told the agent to make memeory md files -- and do things that way. And it reads through files when it is looking for memories etc). They are like well structured for it etc. Kinda almost like how coding agents read through codebases.