I get my AI to draft my weekly review from the week's notes (prompt included)

What goes in a weekly review?

Strip away the productivity theatre and a weekly review answers four questions: what went well, what did I ship, what got stuck, and what matters next week? For most founders, freelancers and side-hustlers that's the whole exercise. You don't need a scoring system or a 20-field template. You need a short, honest read of the week and a clear pointer at the next one.

The idea was never the hard part. The hard part is sitting down on a Friday with a blank page and reconstructing five days from memory. That's the same upkeep trap we hit with the CRM and the content calendar: the structure is easy, the doing is what slips. So instead of writing the review, you let your agent draft it from what already happened, and you edit.

How does the AI draft it from my notes?

Three steps, all in plain language:

1. Connect AgentDocs to your AI agent. It works in Claude and ChatGPT over a single link, with no install and no card.
2. Set up the review Doc. Tell your agent you want a recurring weekly review with four headings: wins, what shipped, blockers, and next week's priorities. It creates a Doc with that structure: a real Markdown document it can edit, not a chat message it forgets.
3. Drop in the week's notes. Paste whatever you've got, in any order: "shipped the pricing page, two demos booked, stuck on the OAuth bug, want to start the onboarding email next week." Your agent sorts it under the right headings and writes the review.

You don't format anything. You give it the raw week and it produces the tidy version.

Why a Doc and not a chat thread?

Because a chat thread disappears. Ask your agent for a review in a one-off conversation and it's gone the moment that conversation ends; next week you start from nothing again. A Doc is a real Markdown-native document that lives in your account, so your agent can open last week's review, read it, and write the new one with that context in hand.

That continuity is the point. Your agent can look back at what you said you'd do and check it against what you really shipped: "Last week you wanted to finish onboarding, it's not in this week's shipped list, want me to carry it to next week's priorities?" A thread can't do that. A Doc your agent co-edits can.

Can it keep a running doc week to week?

Yes, and this is what makes it stick. Each week your agent appends a new dated section to the top of the same Doc instead of overwriting the last one. So the most recent review is always first, and everything before it stays underneath as a log.

A few weeks in, that Doc is valuable on its own. You can ask your agent to read across it: "What have I been stuck on for three weeks running?" or "Pull every win from May into a short note I can send the team." Because it's one Markdown document your agent both reads and writes, those questions get a straight answer instead of a re-paste. You can also have it spin a summary into a Sheet or a short update message, with no copy-paste between tools.

What does it cost?

AgentDocs has a free tier with no per-seat fees. You connect over one link with no install and no card, and there's a Pro tier with generous fair-use limits for heavier use. Billing isn't switched on yet, so it's a low-friction way to try the habit on a real week. It's a new product, so pricing may change as it settles.

The exact prompt

Paste this to your AI agent once AgentDocs is connected. Edit the brackets to match how you work:

Set up a recurring weekly review for me in AgentDocs.

Create a Doc called "Weekly review" with these headings for each week:
- Wins (what went well)
- Shipped (what I finished or shipped)
- Blockers (what got stuck and why)
- Next week's priorities

How to run it each week:
- When I give you the week's notes, write a new review and add it as a
  new section at the TOP of the Doc, headed with this week's date
  (e.g. "## Week of [date]"). Leave previous weeks below it untouched.
- Sort whatever I give you under the four headings. If something doesn't
  fit, put it under a short "Other" note rather than dropping it.
- Read last week's section first. If a priority from last week didn't get
  shipped, mention it and offer to carry it into this week's priorities.
- Keep it short and honest. Don't pad it or invent wins I didn't mention.

Then create the Doc, confirm it's set up, and ask me for this week's notes.

That's the whole thing. No template to download, no headings to format. You describe it, your agent builds the Doc, and from then on you hand it the week and it writes the review.

This is the third in our "Built in AgentDocs" series, real things built by talking to an AI agent, with the prompt included every time. Next up: a meeting-notes Doc your agent keeps tidy.