We're wired to plan forward. Monday morning: what do I need to do this week? But forward planning has a blind spot: it can't tell you what's actually working.

Are you getting better at estimating how long things take? Are you consistently deferring the same type of task? Do you finish more in the morning or afternoon?

You can't answer these questions by staring at next week's calendar. You can only answer them by looking back at this week.

What a weekly review actually does

Three questions. That's all:

1. What got done? Not "what was on the list" — what actually got completed. Look at the evidence.

2. What didn't? What carried over? What got rescheduled three times? What did you avoid?

3. What does next week need? Given what you learned, how should next week be different?

Why people skip it

It takes effort. Most Friday afternoons, you're tired and just want the week to be over.

It feels pointless. "I know what I did this week. I was there." But you actually don't. Research shows people overestimate their output on good weeks and underestimate it on bad ones.

There's no structure. Where do you even do a weekly review? Most people don't have a system.

How AI fixes this

First Light runs your weekly review automatically every Friday. It pulls your data — tasks completed, tasks deferred, calendar events, habits tracked — and generates a structured retrospective:

This week: 14 tasks completed, 3 carried over. Your best day was Tuesday (5 tasks). Wednesday was your slowest — back-to-back meetings until 3 PM.

Pattern: You've deferred "update portfolio site" three weeks in a row. Consider breaking it into smaller steps, or dropping it.

Next week preview: 3 deep-work blocks pre-staged. Monday 10 AM, Wednesday 9 AM, Thursday 1 PM.

You didn't compile this. The AI read your data and surfaced the patterns.

The compounding effect

One weekly review doesn't change much. But 10 in a row change everything.

After a month, you start noticing your rhythms. After two months, you start designing your weeks around these patterns. After three months, your weeks feel different — not because you're working harder, but because you're working with your patterns instead of against them.

The Friday-to-Monday bridge

First Light adds a second piece: next-week preview. After looking back, the AI looks forward. It scans next week's calendar, checks upcoming deadlines, and pre-stages a rough plan.

The week doesn't restart on Monday. It continues.

How to start

Manual (free, 10 minutes): Every Friday at 4 PM, open your task app. Count completed tasks. List what carried over. Write one sentence about what next week needs.

AI-assisted (First Light, 2 minutes): Open First Light on Friday. The weekly review is generated automatically. Read it. Done.

Friday afternoon. Thirty minutes. The highest-leverage time you'll spend all week.