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product-agent

Analyze and validate mobile app ideas with a structured JSON discovery report.

4|1|Updated Apr 2, 2026
Search Tags:#product#app-store#competitive-analysis#market-analysis#idea-validation#aso#mvp-scoping
One-click install
npx skills add https://github.com/AutisticAF/claude-code-apple-dev-plugin --skill product-agent-autisticaf
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: product-agent
Source: https://github.com/AutisticAF/claude-code-apple-dev-plugin/tree/main/skills/product-agent
Command: npx skills add https://github.com/AutisticAF/claude-code-apple-dev-plugin --skill product-agent-autisticaf

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Helps developers and product teams decide whether to build an iOS or macOS app by turning vague ideas into an evidence-backed, structured assessment that highlights user pain, competitors, market opportunity, and a clear build recommendation.

Core Features & Use Cases

  • Structured Discovery: Produces a JSON problem-discovery report with problem statement, target users, pain points, severity score, frequency, current solutions, opportunity assessment, and a final recommendation.
  • Market & Competitor Research: Guides targeted WebSearch/WebFetch queries to enumerate competitors, pricing, strengths, and gaps.
  • MVP Scoping & Workflow: Scopes MVP features, suggests next deep-dive skills (competitive-analysis, market-research), and surfaces risks and pivot suggestions for decision-making.
  • Use Case: Validate a proposed app idea, compare multiple ideas to pick the best one, or generate a go/no-go recommendation before investing development resources.

Quick Start

Run the product-agent with your app idea, target platform, and target user to receive a structured JSON validation and recommendation.

Frequently Asked Questions about product-agent

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I validate an iOS app idea before development?▼

Idea validation for iOS apps requires assessing problem severity and competitive landscape to produce a structured discovery report. This skill outputs JSON containing target users, pain points, severity scores, current solutions, and a final go/no-go recommendation.

What is the best way to scope an MVP for a macOS application?▼

MVP scoping for macOS applications requires a structured discovery report assessing user pain points, severity, and current solutions. This skill outputs JSON with problem statements, target users, and recommendations to define essential features and surface pivot risks.

Does this tool support competitive analysis for App Store optimization?▼

App Store optimization workflows benefit from guided web searches that enumerate competitors, pricing, strengths, and gaps. This skill supports competitive analysis and market research follow-ups to assess current solutions and opportunity within iOS and macOS platforms.

Can I compare multiple app ideas to pick the best one for development?▼

Comparing multiple app ideas involves generating individual structured JSON validation reports for each concept. This skill provides severity scores, pain point frequencies, and opportunity assessments to help you prioritize and select the strongest build recommendation.

What format does the app idea validation report use?▼

The validation report uses JSON format containing problem_statement, target_users, pain_points, severity_score, frequency, current_solutions, opportunity, and recommendation fields. This structured output supports downstream competitive-analysis and market-research workflows.

When should I not use an automated app idea validation workflow?▼

Automated app idea validation workflows require a defined app idea, target platform, and target user to function accurately. Without these inputs, the skill cannot generate meaningful problem discovery reports, severity scores, or competitive landscape assessments.

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