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atk-ux-research

Aggregate user feedback from app stores, Reddit, BBB, and Trustpilot into structured research reports.

41|3|Updated Jan 2, 2026
Search Tags:#report generation#data collection#competitor analysis#user feedback#ux research#america's test kitchen
One-click install
npx skills add https://github.com/tdimino/claude-code-minoan --skill atk-ux-research
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: atk-ux-research
Source: https://github.com/tdimino/claude-code-minoan/tree/main/skills/research/atk-ux-research
Command: npx skills add https://github.com/tdimino/claude-code-minoan --skill atk-ux-research

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) and templates (resource) components.

What problem does it solve?

This skill automates the process of gathering and analyzing user feedback for America's Test Kitchen (ATK) features, providing actionable insights to improve user experience.

Core Features & Use Cases

  • Multi-Source Data Collection: Gathers feedback from app stores, Reddit, BBB, Trustpilot, and web searches using tools like Exa Search and Firecrawl.
  • Structured Reporting: Compiles findings into comprehensive reports with quantitative metrics and qualitative themes.
  • Use Case: You need to understand why users are complaining about the ATK subscription service. This skill will scrape BBB complaints, Reddit discussions, and app store reviews related to billing and cancellations, then synthesize the findings into a report.

Quick Start

Run research on the ATK recipes feature by executing the following command.

Frequently Asked Questions about atk-ux-research

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

FAQPage Schema
How do I automate user feedback collection from app stores and Reddit for UX research?▼

Automate user feedback collection by leveraging Exa Search, Firecrawl, and Reddit JSON API to aggregate quantitative metrics and qualitative themes from app stores, Reddit, BBB, and Trustpilot into structured UX research reports.

What is the best way to conduct competitor analysis using Reddit discussions and Trustpilot reviews?▼

Conduct competitor analysis by scraping Trustpilot reviews and Reddit discussions to extract quantitative metrics and qualitative themes, synthesizing the aggregated user feedback into a comprehensive structured report.

How does web scraping with Firecrawl and Exa Search work for aggregating BBB complaints?▼

Web scraping for BBB complaints works by using Firecrawl and Exa Search to collect user feedback across diverse online sources, then analyzing the extracted data to identify quantitative metrics and qualitative UX themes.

Can I use this UX research skill to analyze app store reviews for America's Test Kitchen features?▼

Yes, you can analyze app store reviews for America's Test Kitchen features by executing the skill to scrape user feedback, evaluate billing and cancellation complaints, and output structured research reports.

Do I need API keys to scrape Reddit JSON data and Trustpilot reviews for report generation?▼

The skill leverages Reddit JSON API, Exa Search, and Firecrawl to collect user feedback for report generation, but the metadata does not specify whether external API keys are required to run these tools.

What are the limitations of using automated data collection for qualitative UX research themes?▼

Automated data collection for qualitative UX research themes aggregates user feedback from app stores, Reddit, BBB, and Trustpilot, but the metadata does not detail specific limitations regarding data accuracy or source coverage.

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