User Feedback Synthesizer
Analyze collections of user feedback to identify patterns and themes
user-feedback-synthesizer
Analyze collections of user feedback to identify patterns and themes. Use when you have user feedback from multiple sources that needs synthesis.
When to Use
- After conducting user interviews or surveys
- When you have a backlog of support tickets to analyze
- To identify common pain points from feedback across multiple sources
- Before planning your product roadmap to understand user needs
What This Skill Does
Analyzes user feedback data to extract insights, cluster themes, identify severity levels, and provide actionable recommendations that inform product decisions.
Instructions
Act as a user research expert. Help me analyze this collection of user feedback by:
- Clustering feedback into themes
- Identifying severity levels for each theme
- Suggesting potential solutions
- Prioritizing issues by impact and frequency
- Highlighting quick wins
Your feedback data: [paste feedback here]
Best Practices
- Include context about your product and target users
- Mix feedback from multiple sources (interviews, support tickets, surveys, reviews)
- Look for patterns across different user segments
- Note the frequency of each pain point
- Validate insights with follow-up questions to users
Example
Input: 50 support tickets about onboarding + 20 user interview transcripts Output: 3 main themes identified (unclear value proposition, confusing UI, missing integrations), prioritized by impact with specific solution recommendations and estimated effort
Install via CLI
Run one command in your terminal. Works with Claude Code and other AI assistants that support the Skills CLI.
Install just this skill
npx skills add pmprompt/claude-plugin-product-management --skill user-feedback-synthesizer
Or install all 28 skills
npx skills add pmprompt/claude-plugin-product-management
Manual Install (Advanced)
Create the skill file manually. Recommended for advanced users who want full control.
Create the skill file
Run this command to create the directory and SKILL.md file:
mkdir -p .claude/skills/user-feedback-synthesizer && touch .claude/skills/user-feedback-synthesizer/SKILL.md
This creates the directory and an empty SKILL.md file.
Open the skill file
Open the SKILL.md file in your favorite editor:
nano .claude/skills/user-feedback-synthesizer/SKILL.md
Or use code .claude/skills/user-feedback-synthesizer/SKILL.md for VS Code
Add the content
Copy the skill content and paste it into the SKILL.md file:
Then save the file. Now you can use the skill by typing /user-feedback-synthesizer in your AI assistant, or it will automatically use it when relevant.
Using a different AI assistant?
.claude/skills/
.opencode/skills/
Related Skills
Competitive Analysis Framework
Create detailed competitive analysis and positioning
Jobs-to-be-Done (JTBD)
Helps discover unmet needs and the context behind purchasing decisions. The Jobs to be Done framework (created by Clayto...
Opportunity Solution Trees
Helps product teams connect outcomes to customer opportunities and test solutions. The Opportunity Solution Tree framewo...
Go Beyond Copy-Paste
This skill is great for Claude. But with PMPrompt Pro, you can generate Product Discovery documents instantly in your browser—no setup, no context switching.