Good problem definition is the secret to building things people actually want. This skill helps you pause and think before you start coding or designing. It draws on wisdom from over 90 product leaders.
You will learn to separate the real need from a shiny new feature. You will avoid the shiny object trap of using AI just for fun. Instead you will focus on the struggling moments that make users seek a solution.
Use this skill when you are planning a feature or validating an idea. It saves time and effort by making sure you solve the right problem.
Global
mkdir -p ~/.claude/skills/problem-definitionProject
mkdir -p .claude/skills/problem-definitionSource Repository
Lark Baselarksuite/cli
Simplify your Lark Base data with tables, fields, records, and views
Lark Wikilarksuite/cli
Manage your Lark Wiki spaces, members, and documents with simple commands
Paper Context Resolverlllllllama/ai-paper-reproduction-skill
Resolve deep learning paper reproduction gaps with precise primary source evidence
Repo Intake And Planlllllllama/ai-paper-reproduction-skill
Scan a repo, extract commands, and get a minimal reproduction plan
Minimal Run And Auditlllllllama/ai-paper-reproduction-skill
Run commands and capture normalized evidence for reproducible deep learning research
Firecrawl Searchfirecrawl/cli
Search the web and extract full page content as markdown for deeper research
Ai Research Reproductionlllllllama/rigorpilot-skills
Faithful reproduction of deep learning research with auditable steps and minimal changes
Minimal Run And Auditlllllllama/rigorpilot-skills
Capture evidence from deep learning runs and create standardized audit reports