What problem does it solve?
Product teams often lack a clear, evidence-backed picture of what users actually struggle with. This Skill runs a structured UX research scan across public communities and internal tools to surface the highest-signal user problems for a specified product.
Core Features & Use Cases
- Multi-source evidence gathering: Searches Reddit, X/Twitter, Hacker News, Stack Overflow, GitHub issues, forums, and reviews, plus internal sources like Slack, Gong, Notion, Linear/Jira, and support notes when connectors are available.
- Ranked problem clustering: Groups evidence into categories such as onboarding friction, docs/help issues, developer experience, billing friction, and reliability, then ranks by severity, frequency, confidence, and product leverage.
- Cited research brief: Produces an executive read, ranked UX problems with evidence and recommended product moves, a source map, and an opportunity map split into fix-this-week, fix-this-quarter, and needs-deeper-research.
- Use Case: Ask it to research onboarding complaints for a SaaS product, and receive a cited brief separating loud anecdotes from frequent problems with concrete recommended actions.
Quick Start
Research the top current user complaints and UX friction for the product Linear and give me a ranked research brief with sources.