collect-feedback

Collect and analyze real-user feedback to generate actionable product specs.

Updated Mar 11, 2026
One-click install
npx skills add https://github.com/Ship-With-AI/skills --skill collect-feedback
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: collect-feedback
Source: https://github.com/Ship-With-AI/skills/tree/main/collect-feedback
Command: npx skills add https://github.com/Ship-With-AI/skills --skill collect-feedback

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

Collecting and turning real-user feedback into actionable product specifications can be time-consuming and error-prone. This skill guides you to recruit testers, structure feedback, and convert insights into concrete specs that drive product decisions.

Core Features & Use Cases

  • PLAN mode: design a tester outreach, assemble a targeted feedback plan, and prepare test scripts for MVP validation.
  • ANALYZE mode: ingest gathered feedback, identify recurring issues and opportunities, and generate prioritized specs for the roadmap.
  • Use Case: Use this when you have an MVP and need structured validation from real users, or when deciding which features to build next based on feedback.

Quick Start

Open the collect-feedback skill and follow the guided prompts to gather tester input and convert it into actionable specs.

Frequently Asked Questions about collect-feedback

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

FAQPage Schema
How do I turn user feedback into actionable product specs?

To turn user feedback into actionable product specs, use the ANALYZE mode to ingest gathered responses, identify recurring issues, and generate prioritized specs for your roadmap. It reads PROJECT.md and codebase references to produce execution-ready outputs.

What is the best way to plan MVP validation and recruit testers?

The best way to plan MVP validation is using a dedicated PLAN mode to design tester outreach, assemble targeted feedback plans, and prepare test scripts. This structured approach ensures you recruit the right testers for your product.

Can I analyze collected feedback to identify recurring product issues?

Yes, you can analyze collected feedback to identify recurring product issues. The ANALYZE mode ingests gathered user responses and extracts patterns to surface opportunities, generating prioritized specs for product improvements.

Do I need an existing MVP to use structured user research for feature decisions?

You need an existing MVP when using this skill for structured validation from real users. It is designed for cases where you have a build ready and need to decide which features to build next based on actual feedback.

How does user research integrate with existing project documentation?

User research integrates with existing project documentation by reading and referencing PROJECT.md and your codebase. This allows the analysis to surface tester insights accurately and produce execution-ready specs aligned with your current project.

Limitations of relying on user feedback for product roadmap prioritization?

A limitation of relying on user feedback for product roadmap prioritization is that the output depends on the quality of collected responses. The skill structures and analyzes the data, but cannot validate features if insufficient or untargeted tester outreach is performed.