LABS. The experiments primitive.
A structured place where a person runs a small experiment on themselves and debriefs it honestly. Hypothesis, reflect window, four-state outcome, what next. Built for the program we run; productized inside an Avira install.
Most journaling tools ask how you feel. LABS asks what you tested.
Insight is cheap. Anyone can write “I should study somewhere quieter” in a notebook. The hard move is converting that into a falsifiable claim, running it for a few days, and reading the result honestly — including the day you didn’t actually run it, and why. LABS is the room that move happens in.
The shape is small, on purpose. A hypothesis in the if-then form. A reflect-after window between thirty minutes and a week. A scratchpad. When the window closes, a debrief that lands in one of four states — or a fifth: didn’t run, with a reason. Every experiment leaves a trace; over a term, the trace becomes a self-portrait.
One hypothesis. One window. One debrief.
Sample: a student who’s noticed they keep getting distracted in the afternoon turns it into a hypothesis they can actually run.
study in the library instead of my room,
I stay focused for longer without checking my phone.
+ Make it more likely to happen
tomorrow, 9 to 11, the library on the third floor.
I’ll still go for thirty minutes, even with my laptop.
that the room matters more than I think it does.
The same form takes a hypothesis seeded by an AI suggestion, by a facilitator, by a recent journal entry, or by a signal the system noticed. The shape is the same; the source is recorded so the debrief later knows what kind of nudge it was.
Four honest landings, plus a fifth: didn’t run, with reason.
When the reflect window closes, the experiment lands in one of these. It is not a binary success/fail. It is built to honour the way real self-experiments actually end.
“The library was no different. The room is not the variable.”
“Studying in the library kept my phone untouched for ninety minutes.”
“It worked for an hour, then I checked my phone twice.”
“The library was full. I sat in the cafeteria and finished anyway.”
The fifth path is the one most journaling tools refuse to acknowledge. We honour it on purpose — the meta-data of avoidance is itself a signal. A fortnight of didn’t run, avoided against the same kind of hypothesis is the system telling a teenager something they may not yet be ready to say out loud.
Eight experiments, twelve weeks. The trace becomes a self-portrait.
The longitudinal view a facilitator and the student review together. Each row is one debriefed experiment; each “what next” arrow is a real choice the student made.
- no.0115 marIf I wake up 30 minutes earlier, then I will feel less rushed before school.3 daysConfirmed→ another
- no.0222 marIf I put my phone in another room when I study, then I stop reaching for it mid-task.1 weekIn between→ twist
- no.0302 aprIf I eat lunch away from my desk, then I feel less drained by the afternoon.3 daysConfirmed→ another
- no.0411 aprIf I go for a walk before sitting down to work, then I feel less anxious before starting.1 dayUnexpected→ twist
- no.0517 aprIf I study in the library instead of my room, then I stay focused without checking my phone.3 daysConfirmed→ another
- no.0624 aprIf I turn off all notifications between 4 and 6, then I write more in my journal.1 weekInvalidated→ another
- no.0730 aprIf I cycle to school instead of taking the bus, then I arrive readier for first period.1 weekRunningin flight
- no.0801 mayIf I sit with the math chapter for 25 minutes a day, then the panic before the test is smaller.3 daysNot tried→ journal
Failure-processing — the sibling primitive.
Some moments deserve more than a hypothesis. They deserve a quiet room and four prompts: what happened, how it felt, what I learned, what I’d do differently. The Failure Lab ships alongside LABS as the place that conversation is held — in a teenager’s own words, kept private until they choose to share it. Many entries become the seed for the next experiment.
LABS lives inside an Avira install.
The page is a feature of Avira, the workspace pattern we built for our own program. Same engagement model, same small team, same handoff. If you run a coaching practice, a school, a youth program, or a structured self-experimentation loop with adults, the primitive transfers cleanly.
If you want to test LABS on your work, write to us.
Tell us what you’re running — a school, a coaching practice, a youth program, a team that takes self-knowledge seriously. One paragraph is enough.