problem-statement skill

Purpose

Articulate a problem from the user's perspective using an empathy-driven framework that captures who they are, what they're trying to do, what's blocking them, why, and how it makes them feel. Use this to align stakeholders on the problem before jumping to solutions, and to frame product work around user outcomes rather than feature requests.

This is not a requirements doc—it's a human-centered problem narrative that ensures you're solving a problem worth solving.

Input

Works best with: Who the user is and what they're struggling to do. Also useful: What's blocking them, why it matters, how it feels, and supporting evidence.

Anything supplied with the invocation itself — text after the skill name, a pasted context dump, or an appended ARGUMENTS: line — counts as answers already given. Use it and skip whatever it covers; don't re-ask.

Arriving empty-handed? That works too. The skill asks for the user and their goal first — a problem statement without a specific 'who' is a solution looking for cover.

Example invocation: Problem statement: clinic schedulers double-book exam rooms because the calendar doesn't show equipment availability.

Key Concepts

The Problem Framing Framework

Based on Jobs-to-be-Done and empathy mapping, the framework structures problems as:

Problem Framing Narrative:

• I am: [Describe the persona experiencing the problem]
• Trying to: [Desired outcomes the persona cares about]
• But: [Barriers preventing the outcomes]
• Because: [Root cause of the problem]
• Which makes me feel: [Emotional impact]

Context & Constraints:

• [Geographic, technological, time-based, demographic factors]

Final Problem Statement:

• [Single, concise, empathetic summary]

Why This Structure Works

• Persona-centric: Forces you to see the problem through the user's eyes
• Outcome-focused: "Trying to" emphasizes desired results, not tasks
• Root cause analysis: "Because" pushes past symptoms to underlying issues
• Emotional validation: "Makes me feel" humanizes the problem and builds empathy
• Contextual: Constraints acknowledge real-world limitations

Anti-Patterns (What This Is NOT)

• Not a solution in disguise: "The problem is we lack AI-powered analytics" = sneaking in a solution
• Not a business problem: "Our revenue is down" isn't a user problem (it's a symptom)
• Not a feature request: "Users need a dashboard" isn't a problem (what are they trying to do?)
• Not generic: "Users want better UX" is too vague to be actionable

When to Use This

• Kicking off discovery or problem validation work
• Aligning stakeholders before solutioning
• Socializing a problem with engineering, design, or exec teams
• When you have feature requests but unclear underlying problems
• Pitching why a problem is worth solving

When NOT to Use This

• When you haven't done any user research yet (don't guess—interview first)
• For internal operational problems (this is for user-facing problems)
• As a substitute for a PRD (this frames the problem; PRD defines the solution)

Application

Use template.md for the full fill-in structure.

Step 1: Gather User Context

Before drafting, ensure you have:

• User interviews or research: Direct quotes, observed behaviors, pain points
• Jobs-to-be-Done insights: What users are "hiring" your product to do (reference skills/jobs-to-be-done/SKILL.md)
• Persona clarity: Who specifically experiences this problem (reference skills/proto-persona/SKILL.md)
• Constraints data: Geographic, tech, time, demographic limitations

If missing context: Run discovery interviews, contextual inquiries, or user shadowing. Don't fabricate problems.

Step 2: Draft the Problem Framing Narrative

Fill in the template from the persona's point of view:

## Problem Framing Narrative

**I am:** [Describe the key persona, highlighting 3-4 key characteristics]
- [Key pain point or characteristic 1]
- [Key pain point or characteristic 2]
- [Key pain point or characteristic 3]

**Trying to:**
- [Single sentence listing the desired outcomes the persona cares most about]

**But:**
- [Describe the barriers preventing the persona from achieving outcomes]
- [Job-to-be-done or outcome obstruction 1]
- [Job-to-be-done or outcome obstruction 2]
- [Job-to-be-done or outcome obstruction 3]

**Because:**
- [Describe the root cause empathetically]

**Which makes me feel:**
- [Describe the emotions from the persona's perspective]

Quality checks:

• "I am" specificity: Can you picture this person? Or is it generic ("busy professionals")?
• "Trying to" clarity: Is this an outcome (measurable) or a task (activity)?
• "But" depth: Are these real barriers or just inconveniences?
• "Because" honesty: Is this the root cause or just a symptom?
• "Makes me feel" authenticity: Do these emotions come from research or assumptions?

Step 3: Document Context & Constraints

## Context & Constraints

- [Enumerate geographic, technological, time-based, or demographic factors]
- [e.g., "Must work offline in rural areas with limited connectivity"]
- [e.g., "Used by non-technical users unfamiliar with complex software"]
- [e.g., "Time-sensitive: decisions must be made within 24 hours"]

Quality checks:

• Relevance: Do these constraints directly impact the problem?
• Specificity: Are they concrete enough to inform design decisions?

Step 4: Craft the Final Problem Statement

Synthesize the narrative into one powerful sentence:

## Final Problem Statement

[Single, concise statement that provides a powerful and empathetic summary]

Formula: [Persona] needs a way to [desired outcome] because [root cause], which currently [emotional/practical impact].

Example: "Enterprise IT admins need a way to provision user accounts in under 5 minutes because current processes take 2+ hours with manual approvals, which causes project delays and frustrated end-users."

Quality checks:

• One sentence: If it requires multiple sentences, the problem isn't crisp yet
• Measurable: Can you tell if you've solved it?
• Empathetic: Does it resonate emotionally?
• Shareable: Could you say this in a meeting and have stakeholders nod?

Step 5: Validate and Socialize

• Test with users: Read it aloud to people who experience the problem. Do they say "Yes, exactly!"?
• Share with stakeholders: Product, engineering, design, exec. Does it align everyone?
• Iterate based on feedback: If anyone says "I don't think that's the real problem," dig deeper.

Examples

See examples/sample.md for full examples (good and bad problem statements).

Mini example excerpt:

**I am:** A software developer on a distributed team
**Trying to:** Communicate in real-time with my team without losing context
**But:** Email is too slow and IM is ephemeral
**Because:** No tool combines real-time chat with searchable history
**Which makes me feel:** Frustrated and disconnected

Common Pitfalls

Pitfall 1: Solution Smuggling

Symptom: "The problem is we don't have [specific feature]"

Consequence: You've predetermined the solution without validating the problem.

Fix: Reframe around the user's desired outcome, not the feature. Ask "What are they trying to achieve?"

Pitfall 2: Business Problem Disguised as User Problem

Symptom: "Users want to increase our revenue" or "The problem is our churn rate"