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You're deep into a long multi-part task in one chat, and halfway through, the assistant loses track of which pieces are already done.
What you'll have at the end
A running notes block the assistant reads and updates every turn, so it can pick up a five-piece task where it left off
You need
A task already broken into several separate, nameable pieces, files, sections, or records, that you're working through one at a time in a single chat with an LLM assistant.
Not covered
Automatically summarizing the whole growing chat history, or carrying anything over into a brand new conversation on a different day, are different techniques and aren't covered here.
Compact old turns before your context window overflows
When the chat's own growing history is what's actually running out of room, go there instead.
A chat assistant with no memory once you close the tab
When a fact needs to survive into tomorrow's conversation rather than just the rest of today's task, go there instead.
Checked 15 Aug 2026
Part of the Context Engineering cookbook