Mnemara — a runtime for the Claude Agent SDK that uses the role doc as a self-monitoring layer

Sharing a project I've been building on top of the Claude Agent SDK in case it's useful to anyone here. Curious about feedback from people running into the same failure modes. The thing I actually wanted to figure out was: where do you put rules that keep an agent from looping, drifting, or sycophantically reversing? The SDK gives you tool definitions, can_use_tool, system_prompt, etc. — but once a session starts, the only surface that's guaranteed to apply on every turn is the system prompt its