Natural Language Processing
This NLP skill converts human text into data and insights, enabling machines to understand and respond like people – incredibly useful for automation & analysis.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add natural-language-processing npx -- -y @trustedskills/natural-language-processing
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"natural-language-processing": {
"command": "npx",
"args": [
"-y",
"@trustedskills/natural-language-processing"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
The Natural Language Processing skill enables AI agents to understand, interpret, and generate human language with high accuracy. It facilitates tasks like sentiment analysis, text summarization, and entity extraction directly within your agent's workflow.
When to use it
- Analyze customer feedback to automatically detect positive or negative sentiments in reviews.
- Summarize long technical documentation into concise bullet points for quick team reference.
- Extract specific entities like dates, names, or locations from unstructured meeting notes.
- Classify incoming support tickets into predefined categories based on their content.
Key capabilities
- Sentiment analysis to gauge emotional tone in text.
- Text summarization to condense large volumes of information.
- Named entity recognition for identifying key data points.
- Language classification to detect the source language of input.
Example prompts
- "Analyze the sentiment of these five customer reviews and provide a score from 1 to 5."
- "Summarize the following article about climate change into three main points."
- "Extract all phone numbers and email addresses from this block of text."
Tips & gotchas
Ensure input text is clean and free of excessive formatting errors, as these can skew analysis results. While powerful for structured tasks, complex reasoning may still require additional logic beyond basic NLP functions.
Tags
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Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
🌐 Community
Passed automated security scans.