Feedback Analyzer
Analyzes textual feedback to identify key themes & sentiment, streamlining understanding and guiding improvement efforts.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add adaptationio-feedback-analyzer npx -- -y @trustedskills/adaptationio-feedback-analyzer
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"adaptationio-feedback-analyzer": {
"command": "npx",
"args": [
"-y",
"@trustedskills/adaptationio-feedback-analyzer"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
The Adaptation.io Feedback Analyzer skill processes textual feedback data, identifying key themes and sentiment to provide actionable insights. It can categorize feedback into pre-defined categories or automatically discover new ones. This allows users to understand user opinions and improve products or services based on that understanding.
When to use it
- Analyzing customer reviews for a product launch to identify common complaints or praise points.
- Processing survey responses to gauge user satisfaction with a new feature.
- Categorizing support tickets to prioritize urgent issues and identify recurring problems.
- Evaluating internal feedback from employees on company initiatives.
Key capabilities
- Feedback categorization
- Sentiment analysis
- Theme extraction
- Automatic category discovery
Example prompts
- "Analyze this customer review: 'The app is great, but the onboarding process was confusing.'"
- "Categorize these survey responses and identify any emerging themes."
- "What's the overall sentiment expressed in this collection of support tickets?"
Tips & gotchas
Requires textual feedback data as input. The accuracy of categorization and theme extraction depends on the quality and clarity of the provided text.
Tags
TrustedSkills Verification
Unlike other registries that point to live repositories, TrustedSkills pins every skill to a verified commit hash. This protects you from malicious updates — what you install today is exactly what was reviewed and verified.
Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
🌐 Community
Passed automated security scans.