OpenClaw - The tweet discusses a technical solution to the

@velvet_shark @openclaw this matches my experience exactly. the fix is layered memory: a persistent vault that gets injected via hooks on every message, not just a system prompt the model gradually ignores. if your instructions aren't re-injected at inference time they effectively don't exist after Source: https://x.com/thebasedcapital/status/2030138027809411354