ai-native-problem-definition
Use when shaping a new software idea before planning: pressure-test problem, assumptions, constraints, platform, MVP direction, and project name.
Signing
SignedSLSA L2- Signed by
- skills-hub.ai distributor
- Method
- Distributor-signed by skills-hub.aiCryptographically signed by the skills-hub.ai distributor key at publish time.
- Signed
Install this skill
Run this command in your terminal. No account required — it auto-detects your AI tool and installs the skill file.
npx @skills-hub-ai/cli install ai-native-problem-definitionSetup by platform
Install
One-click setup for your editorRun in your project root
npx @skills-hub-ai/cli install ai-native-problem-definition --target claude-codeExamples
Prompt
I want to help remote teams track their daily stand-ups more efficiently. How should I define this problem?Output
Problem: Remote teams struggle with consistent, quick daily stand-ups, leading to miscommunication and delays. Target users: distributed team members and managers. Cost of unresolved: lost productivity and misaligned priorities. Initial idea: a Slack bot that prompts daily updates. Assumptions: teams use Slack, prefer asynchronous updates. Constraints: must be lightweight, minimal setup, privacy considerations. Non-goal: replacing all project management tools. Platform: a Slack app for ease of access. Success: team reports improved communication and time savings. Potential project name: 'StandUpSync'. Open questions: How do teams currently handle stand-ups, and what are their pain points? What if teams prefer video updates instead of text?Prompt
I'm considering building an app to help students organize their study schedules. How do I clarify this idea?Output
Problem: Students find it hard to plan and stick to study schedules, leading to last-minute cramming. Users: high school and college students. Cost if unsolved: poor academic performance, stress. Solution direction: a mobile app that creates personalized schedules and sends reminders. Assumptions: students use smartphones regularly, want simple scheduling. Constraints: limited budget, need for offline access, privacy of personal data. Non-goal: replacing university registration systems. Platform: mobile app for portability and notifications. Success criteria: increased study consistency, positive user feedback. Project name options: 'StudyPlanner', 'SchedulEase'. Open questions: How do students currently organize their study time? What features are most critical—reminders, analytics, peer sharing?Instructions
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Frequently asked questions about ai-native-problem-definition
What does the ai-native-problem-definition skill do?
Use when shaping a new software idea before planning: pressure-test problem, assumptions, constraints, platform, MVP direction, and project name. It's a reusable SKILL.md instruction set that loads into your AI coding assistant on demand, no prompt engineering, no copy-pasting every session.
How do I install the ai-native-problem-definition skill?
Run `npx @skills-hub-ai/cli install ai-native-problem-definition` from your terminal. The CLI writes the SKILL.md to the correct location for your AI tool (e.g. ~/.claude/skills/ai-native-problem-definition/ for Claude Code or ~/.cursor/skills/ for Cursor with --target cursor) and adds it to your project's .skills.json lockfile.
Which AI tools does ai-native-problem-definition work with?
ai-native-problem-definition runs in Claude Code, Cursor, Codex CLI. It follows the open Agent Skills standard (SKILL.md), so the same skill works in every supported tool without modification.
Is the ai-native-problem-definition skill free?
Yes. Every skill on skills-hub.ai is free and open-source. There are no premium tiers, paywalls, or usage limits. You only pay for whatever AI assistant you're already using.
How do I use ai-native-problem-definition after installing it?
In Claude Code, type `/ai-native-problem-definition` (or whatever slash command the skill registers) and the AI follows the skill's instructions immediately. You can also reference it by name in natural language, your AI loads the skill into context when relevant.
Can I share the ai-native-problem-definition skill with my team?
Yes. Commit your project's .skills.json lockfile and teammates run `npx @skills-hub-ai/cli install` (no args) to install every skill at the exact version you pinned. Organization-scoped installs work via skills-hub.ai organizations.