pmx-design-experiments

name	pmx-design-experiments
description	Design fast experiments to validate assumptions and reduce uncertainty.

Design Experiments

When to use

• Use when the task clearly matches this PM activity.
• Use when a structured answer is more useful than a generic brainstorm.
• Use when the user needs explicit trade-offs, implications, or next steps.

Instructions

1. Clarify the goal, user, or decision context.
2. Use the skill-specific lens below to structure the work.
3. Make assumptions explicit instead of hiding them.
4. End with a practical recommendation or next step.

Skill-specific lens

1. Define the assumption being tested.
2. Select an experiment type fit for stage and risk.
3. Specify signal, success criteria, and sample.
4. List practical execution details and caveats.

Output

• Assumption
• Experiment design
• Success criteria
• Signals
• Execution notes