CalibratedDecisions.

Repo · Context & memory

prebrief

I made a thing called Prebrief that keeps my agents up to speed on what I’m doing across sessions.

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From the repository

Your agents' work, always in their next context window. Delivery-aware context orchestration for AI agent fleets.

agent-memoryai-agentsclaude-codecontext-engineeringllmmulti-agent

How builders describe it

I made a thing called Prebrief that keeps my agents up to speed on what I’m doing across sessions. It pairs with Cartograph, my private knowledge and memory system; Engram is the public version of that. Unused memories fade, useful ones get reinforced, and past experiences consolidate into durable…

The decision Jev makes

Keep or discard a tool result, or answer whether a stopping condition is met.

Where it fits

Agents drown in their own context. These projects use Jev to decide what to keep, what to drop and when a loop is actually finished. All 117 context & memory projects →

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