How does Claude trigger the NLP Text Analyzer?

Claude activates this skill automatically when you request tasks like 'analyze sentiment', 'identify topics', or 'extract keywords' from text files.

What types of text can this skill analyze?

It can process any textual data, including source code comments, markdown documentation, news articles, and structured JSON feedback logs.

Can I use this skill for batch processing multiple files?

Absolutely. By combining this skill with Claude's glob tool, you can perform text analysis across entire directories of files in a single workflow.

Does it support confidence scores for its analysis?

Yes, for sentiment analysis and specific NLP tasks, the skill provides scores to help you gauge the reliability of the extracted insights.

NLP Text Analyzer

Name: NLP Text Analyzer
Author: jeremylongshore

byjeremylongshore

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884

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Data Science & ML

Analyzes text data to extract sentiment, keywords, and topics using advanced natural language processing techniques.

This skill integrates the nlp-text-analyzer plugin with Claude Code to provide deep textual insights directly within your development workflow. It automates the extraction of key metadata from documents, determines sentiment across user feedback or reviews, and identifies primary themes through topic modeling. By leveraging AI-driven text analysis, it enables developers to transform unstructured text into actionable data for processing logs, summarizing documentation, or categorizing large datasets.

Key Features

01Seamless integration with CLI tools like Grep and Glob

02High-precision keyword extraction for metadata generation

03Topic modeling to identify core themes in large datasets

04Support for structured and unstructured textual data

05Automated sentiment analysis with confidence scoring

06884 GitHub stars

Use Cases

01Analyzing large-scale log files or transcripts for recurring topics

02Generating SEO tags and keywords for documentation and blog posts

03Evaluating customer sentiment in product reviews or support tickets

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jeremylongshore/claude-code-plugins-plus-skills nlp-text-analyzer

For use in Claude.ai and ChatGPT

Download Skill