Install any skill in seconds. Free to start, no credit card required.
Get Started Free →product-on-purpose/define-problem-statement
Creates a clear problem framing document with user impact, business context, and success criteria.
Passed 21 of 22 test cases with the skill, and 10 of 22 without it.
and 9 more in the full report
12 fixed9 passed either way0 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 12 test cases the skill fixed. Same model, same prompt, with and without the skill.
Bank tellers experience severe delays looking up customer profiles because the legacy mainframe takes 15 seconds per query. Write a problem statement.
| Checked | Without skill | With skill |
|---|---|---|
| The response explicitly lists legacy mainframe architecture as a technical constraint. | Missed | Passed |
The instructions your model reads when the skill loads.
A problem statement is a concise document that frames the problem you're solving, articulates the impact on users and the business, and defines clear success criteria. It serves as the foundation for all subsequent product work by ensuring alignment on what problem to solve before jumping to how to solve it.
deliver-prddevelop-solution-briefdefine-jtbd-canvasdefine-hypothesis and test it before committing a team to itWhen asked to create a problem statement, follow these steps:
Identify the User Segment Ask who is experiencing this problem. Get specific about the user persona, role, or segment. Avoid vague descriptions like "users" - instead target "mobile shoppers completing checkout" or "enterprise admins managing 50+ users."
Understand the Pain Points Explore what friction, frustration, or unmet need the user experiences. Ask probing questions to understand the severity and frequency of the problem. Look for evidence from user research, support tickets, or behavioral data.
Establish Business Context Connect the user problem to business impact. How does this problem affect revenue, retention, growth, or strategic goals? Why should the organization invest in solving this now versus later?
Define Success Metrics Identify how you will measure success. What metrics will move if this problem is solved? Establish current baselines and target improvements. Be specific and time-bound.
Surface Constraints and Considerations Note any technical limitations, resource constraints, regulatory requirements, or dependencies that will shape the solution space.
Capture Open Questions
test cases passed, vs 10 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.