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Build an AI chief of staff that remembers your whole week

Yash · 6 November 2026 · 5 min read

Key takeaways

  • Most homemade AI chiefs of staff are a Claude project and a long instruction file, and they work well for the first week or two.
  • They break on memory: they only know what you pasted in, only in that one tool, and the instruction file goes out of date.
  • New Brain does the remembering and the reporting across projects and AI tools, with a digest every Friday; you keep doing the following up.
  • Setup: bring your chat export, connect Claude and ChatGPT, move your instructions into About you and Saved instructions, then turn on Automatic updates.

A good chief of staff remembers what was decided and promised across everything you run, and tells you what's still open before it becomes a problem. Most founders running a few projects at once don't have one, so plenty of them try to build one out of ChatGPT or Claude.

This guide covers what that homemade version gets right, where it breaks, and how to give it a memory that keeps up with your week.

What people build and call an AI chief of staff

The usual recipe is a Claude project with a long instruction file. The file says who you are, what each project is, how you like updates written and what to check at the start of each week. Then you paste in meeting notes, the odd email and a summary of where things stand, and ask it to help you plan.

For the first week or two it works well. The drafts sound like you, and it seems to know your projects.

Where the homemade version breaks

It only knows what you pasted in. The client's message, the thread with your designer, the decision you made on a call: none of it reaches the project unless you copy it over, and on a busy week you won't.

It also lives in one tool. Open ChatGPT on your phone between meetings and it has never heard of your Claude project. Anything you decide there stays there.

The instruction file goes out of date as well. You wrote it on a quiet afternoon, and three weeks later the launch has moved and a client has changed their mind, while the file still describes the old plan. Keeping it current is a job, and it lands on you. Every one of these is a memory problem, and remembering is most of what a chief of staff is for.

The job is remembering and reporting

Most of a chief of staff's week goes on two things: keeping track of what was decided and promised across every project, and telling you what's still open. The following up and the hard conversations stay with you.

New Brain is your digital brain for work: everything you read, said and decided, across every project, and every answer shows where it came from. ChatGPT, Claude and your other AI tools work from it too. It takes on the remembering and the reporting, and you keep the following up.

Here's one week. Your meeting notes say the client will send the final feature list by Wednesday. You save them once and it lands in that client's project. An email confirms that website pricing stays at $49. In a ChatGPT chat you agree the launch moves to April, and ChatGPT saves it. And in a ChatGPT chat you notice that nobody knows who signs the Acme contract, so you save that question too.

During one week, meeting notes, an email, a ChatGPT chat and a Claude chat are each saved once to New Brain. Each lands in its project: pricing in Website, the April launch in Launch, and the feature list and the open question about who signs the contract in Acme.Meeting notesFeature list by WednesdayEmailPricing stays at $49ChatGPT chatLaunch moved to AprilClaude chatWho signs the contract?New BrainWebsitePricing stays at $49LaunchLaunch moved to AprilAcmeFeature list by WednesdayWho signs the contract?
Four things from four places, each saved once. Each lands in the project it belongs to.

Later, in whichever tool you have open, you ask "when do we launch?" and get "April", with "From ChatGPT, 3 Nov" under it. You didn't paste anything into a project, and it doesn't matter which tool you saved it from.

The Friday digest and the morning catch-up

Every Friday, New Brain writes a digest for each project: what was decided, what changed and the open questions. It's the note a chief of staff would leave you before the weekend, and it covers the projects where something happened that week or a question is still open.

A Friday digest with one card per project. Website: decided pricing stays at $49, changed the signup page wording, open which photo goes at the top. Launch: decided the press list is final, changed the launch to April, open who writes the email. Acme: decided the feature list comes by Wednesday, changed the call to Tuesday, open who signs the contract.Friday digestWebsiteDecidedPricing stays at $49ChangedSignup page rewordedOpenWhich photo for the top?LaunchDecidedPress list is finalChangedLaunch moved to AprilOpenWho writes the email?AcmeDecidedFeature list by WednesdayChangedCall moved to TuesdayOpenWho signs the contract?
The Friday digest, one card per project. The open questions are the ones still waiting on someone.

Each weekday morning there's a shorter catch-up on where you left off. In the middle of the week you can also ask any connected AI tool "where were we on Acme?" and get the same kind of catch-up for that one project. Both the digest and the morning summary are Automatic updates, and you turn them on in Settings.

New Brain also watches for the problems you'd otherwise find too late. If two things in your brain don't match, say one note has the launch in March and another in April, it tells you. If a fact is more than 90 days old and its sources no longer back it up, it flags it. Nothing is overwritten: when the launch moves, the old date stays, marked as replaced, so you can see what changed and when. When an AI tool picks up something it isn't sure about, it waits in To check, and you choose Keep, Fix or Remove.

Set it up

  1. Bring your history. In New Brain, choose Add, open the Chat history tab, and pick the export file from ChatGPT or Claude. Your brain starts from the work you've already talked through.
  2. Connect your AI tools. In Claude, add New Brain from the Connectors screen. In ChatGPT, add it from the Plugins screen; ChatGPT will ask you to confirm each save. The full steps are on the Connections page.
  3. Move your instruction file. Put who you are in About you, and the way you like things done, such as how you write a client update, in Saved instructions. Every connected AI tool follows them, so you stop keeping a copy in each one.
  4. Turn on Automatic updates in Settings for the Friday digest and the morning summary, then save things as they happen.

What New Brain won't do

  • It doesn't act for you. New Brain won't send the email, file the ticket or change anything in your other apps. It remembers and reports, and the following up is yours.
  • It keeps no separate list of promises and due dates. A promise is saved like any other message, and you find it by asking, as with the launch date above.
  • It only knows what reaches it. A decision you never save, and that no connected app brings in, isn't in your brain, so it won't show up in an answer or a digest.

New Brain is in early access, and you can ask for a place below.

Questions, answered.

How do I build an AI chief of staff with Claude?
Most people start with a Claude project and an instruction file about who they are and how they work. To make it remember across projects and tools, connect Claude to a shared memory such as New Brain, and put your instructions in Saved instructions so every connected AI tool follows them.
Will New Brain follow up with people for me?
No. It does not send emails, file tickets or act in your other apps. It remembers what was decided and tells you what is still open, and the following up stays with you.
What is in the Friday digest?
For each project, what was decided, what changed and the open questions. You turn it on under Automatic updates in Settings, along with a catch-up each weekday morning.
Does it keep a list of what people promised and when it is due?
There is no separate list of promises. A promise is saved like any other message, and you find it by asking, for example "when is the feature list due?", and the answer shows the message it came from.

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