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define-problem-statement

Creates a clear problem framing document with user impact, business context, and success criteria.

Skill by product-on-purpose

IndexedApache-2.0★ 758
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Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/product-on-purpose-define-problem-statement

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About

Creates a clear problem framing document with user impact, business context, and success criteria. Use when starting a new initiative, realigning a drifted project, or communicating up to leadership.

Use cases: documents

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What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

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Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/define-problem-statement

What's inside

Skill name
define-problem-statement
Description
Creates a clear problem framing document with user impact, business context, and success criteria. Use when starting a new initiative, realigning a drifted project, or communicating up to leadership.
License
Apache-2.0
Metadata
phase: define · author: product-on-purpose · updated: 2026-06-10 · version: 2.1.0 · category: problem-framing
Instructions
61 lines in SKILL.md · view on GitHub

Files (6)

  • HISTORY.md
  • SKILL.md
  • checkout-abandonment.md · evals/output-scenarios/
  • trigger-fixtures.json · evals/
  • EXAMPLE.md · references/
  • TEMPLATE.md · references/

SKILL.md (first lines)

<!-- PM-Skills | https://github.com/product-on-purpose/pm-skills | Apache 2.0 -->
# Problem Statement

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.

## When to Use

- Starting a new initiative or project to establish shared understanding
- Realigning a drifted project back to its original intent
- Communicating up to leadership or stakeholders about priorities
- Evaluating whether a proposed solution actually addresses the core problem
- Onboarding new team members to provide context

## When NOT to Use

- The problem is already agreed and engineering needs the spec -> use `deliver-prd`
- You want to propose and compare solution approaches -> use `develop-solution-brief`
- You are capturing customer motivation rather than a business problem -> use `define-jtbd-canvas`
- The "problem" is really an unvalidated assumption -> frame it with `define-hypothesis` and test it before committing a team to it

## Instructions

When asked to create a problem statement, follow these steps:

1. **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."

2. **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.

3. **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?

4. **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.

5. **Surface Constraints and Considerations**
   Note any technical limitations, resource constraints, regulatory requirements, or dependencies that will shape the solution space.

6. **Capture Open Questions**
   Document what you don't know yet. What assumptions need validation? What additional research is needed?

## Output Format

Use the template in `references/TEMPLATE.md` to structure the output. A complete problem statement fills every template section: Problem Summary; User Impact; Business Context; Success Criteria; Constraints & Considerations; and Open Questions.

## Quality Checklist

Before finalizing, verify:

- [ ] Problem is specific to a defined user segment (not "all users")
- [ ] Impact is quantified with data or reasonable estimates
- [ ] Success metrics have baselines and targets
- [ ] Problem describes the "what" without prescribing the "how"
- [ ] Business context explains why this matters now
- [ ] Open questions are captured for follow-up

## Examples

See `references/EXAMPLE.md` for a completed example.

From product-on-purpose/pm-skills, Apache-2.0.

More from product-on-purpose/pm-skills

Signals

Stars
758
Forks
96
Open issues
6
Last commit (this folder)
Oct 16, 2026 (11 days ago)
Last release
Oct 17, 2026 (10 days ago)

From GitHub (fetched Oct 24, 2026).

Details

Version
2.1.0
License
Apache-2.0
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

More from product-on-purpose

Cite this page

define-problem-statement skill. Agent Mart. https://agentmart.dev/skills/product-on-purpose-define-problem-statement (last updated 2026-10-24)