Frame the uncertainty
Separate observed context from an assumption and write a learning question.
Skillrove / Workshop studio
From assumptions to useful experiments.
Leave with a clear learning question, a practical test and an observable signal for the next decision.
Workshop / Learn by doing
Know what good looks like.
A mixed product and design team learning to turn an uncertain idea into a small, reviewable test.
Make the test small
Choose a reversible test that can answer the question with the available time.
Name the decision signal
Define an observable signal and a next decision before looking at results.
Workshop / Learn by doing
A plan with room to practice.
90 minutes · 18 people · 5 groups of at most 4.
00–10 min
Notice before interpreting
10–25 min
Choose one useful question
25–40 min
Make three alternatives visible
40–60 min
Build a reversible experiment
00–10 min / 10 minutes
Notice before interpreting
Use a small observation to separate what happened from what you think it means.
Step 1
Read the fictional studio challenge.
Step 2
Write one observation and one interpretation separately.
Step 3
Share the distinction with a partner.
10–25 min / 15 minutes
Choose one useful question
Turn a broad wish into one audience-specific uncertainty.
Step 1
Name the visitor and the moment.
Step 2
List the assumptions affecting the next decision.
Step 3
Choose one assumption to investigate.
Step 4
Write a question that a small test could answer.
25–40 min / 15 minutes
Make three alternatives visible
Explore options without treating the first sketch as the final answer.
Step 1
Sketch a care card, a welcome sign and a guided question.
Step 2
Name what each option could reveal.
Step 3
Choose the simplest option that tests the selected uncertainty.
40–60 min / 20 minutes
Build a reversible experiment
Specify the test, source, protocol and boundaries before running it.
Step 1
Name the method and permitted participants or sources.
Step 2
Write the exact prompt or observation protocol.
Step 3
Define the smallest useful output.
Step 4
Name risks, permissions and stopping conditions.
60–80 min / 20 minutes
Agree on the signal before the result
Distinguish support, contradiction and an inconclusive outcome.
Step 1
Name the observable signal.
Step 2
Write what would support the next step.
Step 3
Write what would weaken the idea.
Step 4
Explain when the evidence would be inconclusive.
80–90 min / 10 minutes
Review, revise, leave with a next step
Use the rubric and practice questions to improve the handoff.
Step 1
Trade worksheets and name one observable improvement.
Step 2
Use the practice questions to revisit a gap.
Step 3
Revise the plan and download your local worksheet.
Workshop / Learn by doing
Review the work. Keep the evidence visible.
The rubric describes observable draft quality, not a certificate or validated learning measure.
Clear learning question
Names the audience, situation and uncertainty.
Bounded test
Names a reversible method, source and exact action.
Honest decision signal
Names support, contradiction and an inconclusive outcome.
Workshop / Learn by doing
Use a question to reveal the gap.
Try the practice quiz, read the rationale and revisit the relevant objective.
Frame the uncertainty
The question names an audience, a situation and one uncertainty.
Make the test small
The plan names a method, a participant or source, and a bounded action.
Name the decision signal
The plan explains what would support, weaken or leave the idea unresolved.
Skillrove / Next practice
Leave with one experiment you can run.
Take your worksheet, choose the next test and name the evidence that would change your mind.