claude-memCapture the trail.
A supported integration records activity from the session, including tool results that explain what changed.
Background observation
While you build, the notes take shape.
A separate observer turns captured agent activity into structured memory. We call this background process dreaming: useful details carried beyond the conversation.
In practice
From work to a useful next session.
Write the useful note.
An observer summarizes decisions, fixes, discoveries, and other relevant work. CMEM Pro runs that observation on its hosted service.
Recall when it helps.
Search the saved observations, retrieve the details you need, and use them as context in a later session.
Hosted observation moves memory-generation calls off your primary agent subscription. Retrieval, model usage, and total token savings still depend on your workflow.
Keep the useful part
Your next session
starts with context.
Install the open-source engine. Add CMEM Pro when you want hosted observation and cloud sync.