pm-problem-statement
Skill2 starsChanged 4 months agoMITView on GitHub
Articulate a user problem using an empathy-driven framework before jumping to solutions. Use when the user asks to "frame a problem", "write a problem statement", "define the user problem", or needs to align stakeholders on a problem worth solving.
In this repository37 other files it gives its agents.
- commercial-insightSkill
- data-requestSkill
- scenario-modelSkill
- duckdbSkill
- intelligence-internal-commsSkill
- market-intelSkill
- sql-reviewSkill
- xlsxSkill
- docxSkill
- pdfSkill
- pptxSkill
- theme-factorySkill
- utility-markitdownSkill
- thinkcellSkill
- clevel-reviewSkill
- exec-commsSkill
- partner-reviewSkill
- working-constructSkill
- route-taskSkill
- pm-customer-journeySkill
- pm-exec-onboardingSkill
- pm-proto-personaSkill
- pm-storyboardSkill
- pm-user-storySkill
- kanban-curateSkill
- epic-builderSkill
- exec-summarySkill
- steerco-packSkill
- program-trackerSkill
- weekly-reviewSkill
- book-deskSkill
- draw-excalidraw-diagramSkill
- mcp-builderSkill
- notion-workboardSkill
- smartsheetSkill
- utility-transcribeSkill
- writing-humanizerSkill
The file
We split this skill into the rules it gives an agent
6 rules. About 0 are common, 6 are distinctive, and 0 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈6
Distinctive · estimate
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 43
When you have feature requests but unclear underlying problems
- Distinctive: line 88
"But" = real barriers: Not just inconveniences
- Distinctive: line 89
"Because" = root cause: Not a symptom
- Distinctive: line 96
Read to users who experience the problem — do they say "Yes, exactly!"?
- Distinctive: line 118
Symptom not root cause: Ask "why" until you hit the underlying issue
- Distinctive: line 119
Fabricated emotions: Use real quotes; real emotions are "frustrated", "overwhelmed", "anxious"
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
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-centred problem narrative.
Key Concepts
The Problem Framing Framework
I am: [Persona — 3-4 key characteristics]
Trying to: [Desired outcomes]
But: [Barriers preventing the outcomes]
Because: [Root cause]
Which makes me feel: [Emotional impact]Plus:
- Context & Constraints: Geographic, technological, time-based, demographic factors
- Final Problem Statement: One sentence that is measurable, empathetic, and shareable
Why This Works
- Forces you to see the problem through the user's eyes
- "Trying to" emphasises desired results, not tasks
- "Because" pushes past symptoms to underlying issues
- "Makes me feel" humanises the problem and builds empathy
Anti-Patterns
- Solution smuggling: "The problem is we lack AI analytics" → predetermined solution
- Business problem: "Our revenue is down" → symptom, not user problem
- Feature request: "Users need a dashboard" → what are they trying to do?
- Generic: "Users want better UX" → too vague to be actionable
When to Use
- Kicking off discovery or problem validation
- Aligning stakeholders before solutioning
- When you have feature requests but unclear underlying problems
Application
Step 1: Gather User Context
- User interviews, direct quotes, observed behaviours
- Persona clarity (reference
pm-proto-persona) - Constraints data
If missing context: Interview users first. Don't fabricate problems.
Step 2: Draft the Narrative
## Problem Framing Narrative
**I am:** [Describe the key persona, 3-4 key characteristics]
- [Key characteristic 1]
- [Key characteristic 2]
- [Key characteristic 3]
**Trying to:**
- [Single sentence — desired outcomes the persona cares most about]
**But:**
- [Barrier 1 preventing outcomes]
- [Barrier 2]
- [Barrier 3]
**Because:**
- [Root cause — empathetically described]
**Which makes me feel:**
- [Emotions from the persona's perspective — use real user language]
## Context & Constraints
- [Geographic, tech, time, or demographic factors]
## Final Problem Statement
[Single, concise, empathetic summary sentence]Step 3: Quality Checks
- "I am" specificity: Can you picture this person? Not "busy professionals"
- "Trying to" = outcome: Measurable result, not a task
- "But" = real barriers: Not just inconveniences
- "Because" = root cause: Not a symptom
- "Makes me feel" = authentic: From research, not assumptions
- Final statement: One sentence, measurable, empathetic, shareable
Formula: [Persona] needs a way to [desired outcome] because [root cause], which currently [emotional/practical impact].
Step 4: Validate
- Read to users who experience the problem — do they say "Yes, exactly!"?
- Share with stakeholders — does it align everyone?
- Iterate if anyone says "that's not the real problem"
Example
**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
**Final Problem Statement:**
Remote developers need a way to discuss and capture technical decisions in real-time because existing tools separate communication from documentation, causing context loss and repeated conversations.Common Pitfalls
- Solution smuggling: Reframe around desired outcome, not the feature
- Business problem as user problem: Dig into why users churn or what would make them stay
- Generic personas: "Busy professional" → "Sales rep managing 50+ leads manually in spreadsheets"
- Symptom not root cause: Ask "why" until you hit the underlying issue
- Fabricated emotions: Use real quotes; real emotions are "frustrated", "overwhelmed", "anxious"
Related Skills
pm-proto-persona— Defines the "I am" personapm-user-story— Stories should address validated problemspm-storyboard— Problem statement frames Frames 2-3
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

