Sentiment Analyzer
This Sentiment Analyzer identifies the emotional tone (positive, negative, neutral) of text, helping you understand customer feedback or social media reactions.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add jmsktm-sentiment-analyzer npx -- -y @trustedskills/jmsktm-sentiment-analyzer
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"jmsktm-sentiment-analyzer": {
"command": "npx",
"args": [
"-y",
"@trustedskills/jmsktm-sentiment-analyzer"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
This skill analyzes text and determines its sentiment, classifying it as positive, negative, or neutral. It provides a score indicating the strength of the sentiment detected. The tool is useful for understanding customer feedback, gauging public opinion on social media, or assessing the tone of written communication.
When to use it
- Analyze customer reviews to identify areas for product improvement.
- Monitor social media mentions to understand brand perception.
- Assess the emotional tone of internal communications (e.g., emails, meeting transcripts).
- Evaluate survey responses to gauge participant satisfaction.
Key capabilities
- Sentiment classification (positive, negative, neutral)
- Sentiment scoring (strength of sentiment)
- Text analysis
Example prompts
- "Analyze the sentiment of this customer review: 'The product was amazing and exceeded my expectations!'"
- "What is the sentiment score for this tweet: 'I'm so frustrated with the slow service.'"
- "Determine the overall sentiment of this email thread."
Tips & gotchas
The accuracy of the analysis depends on the clarity and context of the input text. Sarcasm or nuanced language may be misinterpreted, leading to inaccurate results.
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.