
problem-definition
Help users define problems clearly before jumping to solutions. Use when someone is scoping a new feature, validating a product idea, struggling to articulate what they're building, or falling into the "shiny object trap" with new technology.
- Installs
- 1.8K
- Last 24h
- —
- Trending rank
- —
- Security
- Not audited
Install
Works with every agent the skills CLI supports.
npx skills add https://github.com/refoundai/lenny-skills --skill problem-definition- 01
Install
Run the command in your project. The CLI asks which agents to install for.
- 02
Describe the task
Ask your agent for something this skill covers. It loads problem-definition automatically when relevant.
- 03
Review the result
The agent follows the SKILL.md steps, scripts and references bundled with the skill.
SKILL.md
The instructions your agent reads when the skill is triggered.
Problem Definition
Help the user define problems clearly before jumping to solutions using frameworks from 91 product leaders.
How to Help
When the user asks for help with problem definition:
- Understand the current framing - Ask how they're currently thinking about the problem
- Dig into the struggling moment - Help them articulate the specific context where users feel stuck
- Separate problem from solution - Ensure they haven't conflated a desired feature with the underlying need
- Validate the problem matters - Help them confirm the problem is urgent and widespread enough to solve
Core Principles
Digitizing analog isn't enough
Bret Taylor: "Why use this instead of the Yellow Pages? It was a digital version of something that had come before." Simply digitizing an analog predecessor often fails because it lacks a native reason to exist on the new platform. Ask "why should a customer give this the time of day?"
Prototype to define the problem
Jake Knapp + John Zeratsky: "This idea of getting unstuck and turning maybe some abstract ideas or some concepts that you've been discussing, turning that into a concrete prototype, something that you can look at and you can click around." Moving from abstract concepts to concrete prototypes is the fastest way to define and solve a problem.
Avoid the shiny object trap
Marily Nika: "There is something called the shiny object trap, and I'm always telling people, 'Hey, don't do AI for the sake of doing AI.' Make sure there is a problem there." Ensure AI (or any new technology) is used to solve a specific, validated user pain point rather than for its own sake.
Struggling moments cause demand
Bob Moesta: "A struggling moment causes demand. And you start to realize that in some cases that struggling moment exists and can exist for a long time and nobody solved it." Demand is created by a specific "struggling moment" in a user's life, not by the product itself. Study the context that makes users' behavior rational.
See the end from the beginning
Ryan Singer: "We are not going to start something unless we can see the end from the beginning. We're not going to take a big concept and then say, 'What's the estimate for this thing?'" Ensure the team can visualize the completed feature before committing resources. Avoid starting with fuzzy concepts.
The solution is what customers buy
Marty Cagan: "People don't buy the problem, they buy your solution. Obviously they don't buy it if it's not solving something they care about, but there are many products that are solving what they care about." While understanding the problem is necessary, competitive advantage comes from the quality of the solution. Don't over-rotate on problem validation if the problem is well-understood.
Spend more time on the problem
Christopher Lochhead: "Spend more time on the problem than the solution." Deeply understanding the customer's perspective of the problem is more valuable than internal product brainstorming. Listen to hear their perspective rather than just pitching your solution.
Qualify the problem type
Christopher Miller: "I don't know that we even talk about problems without a qualifier. Are we talking about a business problem? Are we talking about a customer problem?" Effective problem definition requires distinguishing between business needs and customer pain points to avoid "customer-hostile" solutions.
Questions to Help Users
- "What is the user doing right before they encounter this problem? What are they trying to accomplish?"
- "Why hasn't this problem been solved already? What makes it hard?"
- "Is this a business problem or a customer problem? Are they the same?"
- "If you solved this problem perfectly, how would the user's life be different?"
- "Can you describe a specific person experiencing this problem in a specific moment?"
- "What are people doing today to work around this problem?"
Common Mistakes to Flag
- Solution-first thinking - Starting with a feature idea and working backward to justify it
- Technology-first thinking - Wanting to use AI/blockchain/etc. and looking for problems to apply it to
- Abstract problem statements - Defining problems so broadly they don't point to any specific solution
- Conflating business and customer problems - Solving for internal metrics without addressing user needs
- Skipping the struggling moment - Not understanding the specific context where pain occurs
Deep Dive
For all 123 insights from 91 guests, see references/guest-insights.md
Related Skills
- positioning-messaging
- prioritizing-roadmap
- scoping-cutting
- product-taste-intuition
FAQ
What does the problem-definition skill do?
Help users define problems clearly before jumping to solutions. Use when someone is scoping a new feature, validating a product idea, struggling to articulate what they're building, or falling into the "shiny object trap" with new technology.
How do I install problem-definition?
Run npx skills add https://github.com/refoundai/lenny-skills --skill problem-definition in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/problem-definition/ (personal) or .claude/skills/problem-definition/ (project).
Which AI agents can use problem-definition?
Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.
Is problem-definition safe to install?
No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.
Who maintains problem-definition?
It is published by refoundai in refoundai/lenny-skills. It has 1,798 recorded installs.
More from refoundai/lenny-skills
personal-productivity
refoundai/lenny-skills
Help users manage their time and tasks more effectively. Use when someone is overwhelmed with work, struggling with focus, trying to balance multiple responsibilities, or asking how to get more done.
writing-prds
refoundai/lenny-skills
Help users transform abstract ideas into actionable project specs that align engineering and design teams on the problem and success metrics.
ai-product-strategy
refoundai/lenny-skills
Help users decide where to apply AI effectively, manage the transition from deterministic to probabilistic software, and build long-term defensibility through verticalization and proprietary data.
competitive-analysis
refoundai/lenny-skills
Help users understand and respond to competition. Use when someone is positioning against competitors, evaluating market threats, running competitive war games, or deciding how much to focus on competitors versus customers.
founder-sales
refoundai/lenny-skills
Help users master the transition from product development to active selling by leveraging their unique status as founders to bridge the trust gap and define a scalable sales motion.
analyzing-user-feedback
refoundai/lenny-skills
Help users convert massive volumes of qualitative and quantitative feedback into high-confidence product decisions through rigorous synthesis and internal immersion.
Popular other skills
hyperframes-cli
heygen-com/hyperframes
The HyperFrames CLI by job - scaffold, check, look at frames, edit the timeline, preview, render locally or in the cloud, publish, project history - plus reading its JSON and recovering from build or render failures.
triage
mattpocock/skills
Move issues and external PRs through a state machine of triage roles, categorise, verify, grill if needed, and write agent-ready briefs.
ask-matt
mattpocock/skills
Ask which skill or flow fits your situation. A router over the skills in this repo.
to-questionnaire
mattpocock/skills
Turn a decision you can't fully answer into a questionnaire for someone else to fill in.
loop-me
mattpocock/skills
Grill me about specs for the workflows I want to build, within this workspace.