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Intelligent Teaching 2026 · Marissa Famularo, DO

Build your personal knowledge base

Four steps. Do them in order.

By the end you'll have a folder on your computer that your AI assistant reads, a short list of new papers waiting for you every morning, and a place where everything you keep gets filed and linked for you. About 90 minutes in total, once.

What you need

An AI assistant. Any of the ones below works; some do more of the work on their own. No assistant that reads files? See doing it manually at the bottom.

What product are you using?
Works fully

It runs on a schedule and the digest arrives on its own. In Claude, use Cowork in the desktop app. In ChatGPT, do everything inside a Project and upload your context files to it.

Mostly on its own

Free for clinicians. Inside a Project, the digest runs on a schedule. When you keep a paper, it gives you the file: save it in your kept folder and add it to the Project so later runs can see it.

Works manually

Attach your context files to the chat, run it yourself each morning, and save what it gives you. See doing it manually below.

Not yet tested

Copilot Cowork, Perplexity, and others. Try it: the setup prompt checks what your assistant can do before it builds anything.

Stuck? Ask the agent clearly what to do next. You can even take a screenshot of what you see and give it to the agent. It will help you get unstuck.

1
Download your folder
5 minutes
  1. Download the folder below.
  2. Double-click the download to unzip it. You'll get a folder called agent-context-folder.
  3. Move it somewhere your assistant can read. Your Documents folder is fine. If your assistant only reads cloud files, put it in OneDrive, Google Drive or Dropbox. No sync app? Open the drive in your browser and use Upload → Folder.
agent-context-folder
contextfacts about you (step 2 fills this)
keptone file for each paper you keep
inboxdrop things here to save them later
briefsyour daily digests
connectionsyour Friday connections

Done when: you can open the folder and see those five folders inside it.

2
Tell the AI who you are
About an hour
  1. Open the Context Portfolio Builder (button below). It's free to start and runs on its own site.
  2. Answer its interview: your role, your projects, your goals, how you like to work.
  3. Download your portfolio at the end and save the files into the context folder.

The Context Portfolio Builder is a project of AIDB Labs and The AI Daily Brief.

Everything after this reads these files first. That's what turns generic answers into answers about your work.

Done when: your context folder has about ten short files in it.

3
Set up your daily digest
About 20 minutes
  1. Copy the setup prompt (or download it).
  2. Open a new chat in your assistant (in ChatGPT, inside a Project) and paste it in. If your assistant can't see your folder, attach your context files first. Most assistants take files, not folders, so select all the files inside context.
  3. Answer its questions. It asks what topics to search and the rules only someone in your field would know.
  4. It finds today's real papers and shows you its picks. Tell it what's wrong until the list looks like yours.
  5. It sets itself up to run every weekday morning. If your assistant can't schedule, it gives you one line to paste each morning instead.
Download
See the prompt
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Done when: you've seen your first digest and kept one paper.

Then, every morning
Read

Open today's digest. It's a web page in your briefs folder, and it may also show up in your assistant.

Keep

Reply keep 2, or keep 2 because it changes how I counsel patients. It writes the file, summarizes it and links it to related papers.

Save

Found something yourself? Drop it in your inbox folder: a PDF, a saved web page, or a note with a link. Tomorrow's run files it.

4
Add Friday connections
5 minutes to set up
  1. Copy the Friday prompt (or download it).
  2. Paste it into your assistant on Friday afternoon, or ask your assistant to run it every Friday.
  3. It reads what you kept this week and shows you links to your projects you hadn't spotted, plus the gaps.
Download
See the prompt
Loading…

Checking whether a connection is real is your job, not the AI's.

Done when: your connections folder has its first page.

Doing it manually

Same system, a little slower. Paste the prompt into a chat and attach your context files. When you keep something, ask for "the kept file as text" and save it into your kept folder yourself.

Daily digest prompt, fill-in-the-blanks
What the setup prompt in step 3 writes for you, as a blank form you fill in yourself.
Download
File my inbox
Files everything in your inbox folder right now, instead of waiting for tomorrow's digest.
Download
Kept-file template
The format every kept paper follows. Already inside the folder from step 1.
Download

If you fall off for a month

Nothing breaks. It's just files. Run the digest tomorrow and keep going.