The Friday AI Review — 5 questions, 5 minutes, next week aimed

Most "AI productivity" systems demand a 90-minute weekly review you'll skip by week 3.

This one takes 5 minutes, runs in ChatGPT, and gets sharper every week.

We've tested longer weekly review systems with hundreds of people. Two failure modes show up every time:

Failure mode #1: Too long. A 90-minute weekly review you'll skip by week 3 isn't a system — it's a guilt machine.

Failure mode #2: No forcing function on next week. Most weekly reviews end with a journal entry. Nothing changes.

This template fixes both. Five questions in. Five sections out. One calendar block to defend, one task to automate, one outcome to check next Friday.

01 - FRIDAY-REVIEW-TEMPLATE.txt

The 5-question prompt you paste into ChatGPT, Claude, or Gemini every Friday afternoon. Opens in Notepad / TextEdit.

02 - SETUP-ONCE.txt

3-minute one-time setup that turns Friday's 5-minute paste into a 30-second tap. Walks through ChatGPT custom GPT, Claude Project, OR Gemini Gem.

03 - START-HERE.pdf

The instructions, the philosophy, the trade-offs. Designed to be read in 4 minutes.

Every Friday, in 5 sections

Pattern I see — what your wins + drags suggest about how you're operating
Automate this — the single task to set up this weekend, with the exact prompt
Protect this — the hour you should defend on next week's calendar
Next Friday's ONE THING — your goal as a Friday-end check
Risk — what's most likely to derail it + the early signal

**On the 4th Friday, it starts working for you**

After four reviews, ask your saved GPT/Project: "Look across the last 4 weekly reviews. What's the one structural thing about how I'm working that keeps showing up? Don't be polite."

This is where the system stops being something you do and starts being something that watches your patterns. The model has the data you don't — namely, what you said about your week, written down, four weeks running.

Who this is for

One-person businesses, founders, consultants, freelancers, small ops teams.
People who've tried (and quit) longer weekly review systems.
Anyone who wants AI to act as an outside operator looking at their week, not as another tool to manage.

What this template won't do.

Make you reflective if you don't want to be. Garbage in, garbage out.
Replace 1:1 coaching — the AI knows what you told it 5 minutes ago, not your history.
Tell you to quit your job. If the same 3 drags keep showing up, the template surfaces the pattern. You draw the conclusion.

When this becomes a habit, here's what's next

The Friday Review is the weekly anchor in a larger system: Indie Operator OS — built for one-person businesses and small ops teams that want AI-leveraged routines without the bullshit.

It includes:

A weekly planning + weekly retro pair — this Friday Review is the retro's free cousin
Monthly operator updates, plus MRR and runway snapshots
Workflows for the slow parts of the week — churn recovery, support triage, error digests, pricing experiments
33 doing-skills for one-person-business workflows (41 Claude skills total)
7 guard skills that fire when you're about to over-commit, under-price, or blur a boundary
Claude Code plugin so you call any of it by name

$49 one-time, lifetime updates. → theaicareerlab.com/indie-operator-os

If the Friday Review is the only thing you ever use from us, that's also fine. The template alone moves the needle.

The Friday AI Review.