[FEATURE] Observational Memory

Preflight Checklist

• [x] I have searched existing requests and this feature hasn't been requested yet
• [x] This is a single feature request (not multiple features)

Problem Statement

Running out of context and having to compact is not enjoyable, but obviously necessary to run the agent... or is it? Mastra have made mastacode which uses their state of the are memory managment called observational memory

Proposed Solution

Integrate the observational memory pattern into claude code, similar how mastracode have done in their example harness so developers and just keep on working without compact. One potential issue though is at the moment as in understand anthropic models are not doing well as observers, not sure why but the are recommending gemini flash for that

Alternative Solutions

_No response_

Priority

Medium - Would be very helpful

Feature Category

Developer tools/SDK

Use Case Example

Every single coding session can be run withough breaking regularly for context

Additional Context

_No response_