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.
- Installs
- 433
- Last 24h
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- Security
- Not audited
Install
Works with every agent the skills CLI supports.
npx skills add https://github.com/pmprompt/claude-plugin-product-management --skill user-feedback-synthesizer- 01
Install
Run the command in your project. The CLI asks which agents to install for.
- 02
Describe the task
Ask your agent for something this skill covers. It loads user-feedback-synthesizer automatically when relevant.
- 03
Review the result
The agent follows the SKILL.md steps, scripts and references bundled with the skill.
SKILL.md
The instructions your agent reads when the skill is triggered.
Domain Context
This skill implements a proven product management framework. The approach combines best practices from industry leaders and is designed for practical application in day-to-day PM work.
Input Requirements
- Context about your product, feature, or problem
- Relevant data, research, or constraints (recommended but optional)
- Clear articulation of what you're trying to achieve
User Feedback Synthesizer
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
Further Reading
FAQ
What does the user-feedback-synthesizer skill do?
Analyze collections of user feedback to identify patterns and themes. Use when you have user feedback from multiple sources that needs synthesis.
How do I install user-feedback-synthesizer?
Run npx skills add https://github.com/pmprompt/claude-plugin-product-management --skill user-feedback-synthesizer in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/user-feedback-synthesizer/ (personal) or .claude/skills/user-feedback-synthesizer/ (project).
Which AI agents can use user-feedback-synthesizer?
Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.
Is user-feedback-synthesizer safe to install?
No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.
Who maintains user-feedback-synthesizer?
It is published by pmprompt in pmprompt/claude-plugin-product-management. It has 433 recorded installs.
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