Comment Analyzer
Analyzes comments for sentiment, keywords, and themes to understand audience reactions and improve content strategy.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add troykelly-comment-analyzer npx -- -y @trustedskills/troykelly-comment-analyzer
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"troykelly-comment-analyzer": {
"command": "npx",
"args": [
"-y",
"@trustedskills/troykelly-comment-analyzer"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
The troykelly-comment-analyzer skill analyzes text comments and provides insights. It can determine sentiment (positive, negative, or neutral) and identify key topics discussed within a comment. This allows for automated summarization and understanding of large volumes of user feedback or online discussions.
When to use it
- Analyzing customer reviews: Quickly gauge overall satisfaction with a product or service by analyzing the sentiment expressed in reviews.
- Monitoring social media: Track public opinion about a brand or topic by assessing the sentiment of comments on social media platforms.
- Summarizing forum discussions: Extract key themes and sentiments from lengthy online forum threads.
- Content moderation: Identify potentially harmful or inappropriate content based on negative sentiment or flagged topics.
Key capabilities
- Sentiment analysis (positive, negative, neutral)
- Topic identification within comments
Example prompts
- "Analyze the sentiment of this comment: 'This product is amazing! I love it.'"
- "What are the key topics discussed in this customer review?"
- "Determine the overall sentiment expressed in these forum posts."
Tips & gotchas
The accuracy of topic identification may depend on the clarity and specificity of the comments provided. Consider providing context or background information to improve analysis results.
Tags
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Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
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Passed automated security scans.