Feedback Analyzer

Name: Feedback Analyzer
Author: jmsktm

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by jmsktm · vlatest · Repository

Analyzes user feedback to identify key themes and sentiment, streamlining insights for product improvement and customer understanding.

Install on your platform

We auto-selected Claude Code based on this skill’s supported platforms.

Run in terminal (recommended)

terminal

claude mcp add jmsktm-feedback-analyzer npx -- -y @trustedskills/jmsktm-feedback-analyzer

Or manually add to ~/.claude/settings.json

~/.claude/settings.json

{
  "mcpServers": {
    "jmsktm-feedback-analyzer": {
      "command": "npx",
      "args": [
        "-y",
        "@trustedskills/jmsktm-feedback-analyzer"
      ]
    }
  }
}

Requires Claude Code (claude CLI). Run claude --version to verify your install.

About This Skill

What it does

The Feedback Analyzer skill provides a way to analyze feedback text and extract key insights. It can identify sentiment, categorize topics within the feedback, and summarize overall themes. This allows users to quickly understand customer opinions or evaluate responses from AI agents.

When to use it

Analyzing customer reviews for product improvement.
Evaluating the quality of responses generated by an AI chatbot.
Summarizing survey results to identify common concerns.
Gauging public reaction to a new marketing campaign.

Key capabilities

Sentiment analysis (positive, negative, neutral)
Topic categorization
Feedback summarization

Example prompts

"Analyze this customer review: 'The product was great but the shipping took too long.'"
"Summarize these survey responses about our new feature."
"What is the overall sentiment expressed in this collection of feedback?"

Tips & gotchas

This skill requires a clear and concise input text for accurate analysis. Very short or ambiguous feedback may yield less reliable results.

View Repository →

TrustedSkills Verification

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Security Audits

Gen Agent Trust Hub	Pass
Socket	Pass
Snyk	Pass

Details

Version: vlatest
License
Author: jmsktm
Installs: 4

Repository (canonical source) →

🌐 Community

Passed automated security scans.