NXTLVL

LogbookBuilding Sparkline

Designing a calmer focus session

Most productivity tools measure work. Sparkline is an experiment in helping people through it — here's how I'm thinking about the first focus session.

2 min read

Every focus app I've used treats the timer as the product. Press start, watch the countdown, feel vaguely judged by the tree you might kill. The timer measures the session; nothing in the product actually helps with the hard parts — starting, wobbling in the middle, and deciding what the effort meant afterwards.

Sparkline began as a question I couldn't put down: what would a productivity tool feel like if it treated effort with patience instead of pressure?

The three hard moments

When I mapped my own focus sessions (and interviewed a handful of generous friends about theirs), the same three moments kept surfacing:

  1. Starting. The gap between "I should do this" and the first real minute of work is where most sessions die. The blocker is rarely logistics; it's emotional friction — the task feels big, vague, or attached to some fear.
  2. Returning. Everyone drifts. The difference between a good session and an abandoned one isn't whether you got distracted, it's what happens in the ten seconds after you notice. Most tools punish the drift. Almost none help with the return.
  3. Closing. Sessions usually just… end. No moment to register what happened, so effort never compounds into confidence. You did the work and kept none of the evidence.

So the first version of Sparkline is organised around those three moments, not around the clock.

What the coach actually does

The AI coaching in Sparkline is deliberately quiet. Before a session it helps you name one honest intention — small enough to start, concrete enough to finish. During a session it mostly stays out of the way, with gentle audio prompts at moments you choose. And when you come back after a drift, it says the thing a kind coach would say: good, you noticed. Pick up where you left off.

Afterwards there's a short reflection — a minute, not a journal entry — that turns the session into a small piece of evidence: what you intended, what happened, what you'd tell yourself next time.

The goal isn't to maximise focused minutes. It's to change how you relate to effort, so the minutes take care of themselves.

What I'm testing first

I'm resisting the urge to build the whole vision at once. The current prototype tests one narrow claim: that a guided start plus a kind re-entry measurably increases the number of sessions people complete, compared with a plain timer. If that claim doesn't hold, the rest of the roadmap doesn't deserve to exist yet.

I'll share the results here either way. If you'd like to follow along or try an early build when it's ready, say hello — feedback from real humans is the most valuable material I have.