How do I trigger the NLP analysis?

Simply ask Claude to 'analyze the sentiment of' or 'extract keywords from' a specific file or text block while the skill is active.

Can I use this for bulk file analysis?

Yes, by combining this skill with Claude's file system tools like 'Glob' and 'Read', you can analyze multiple documents or logs in sequence.

Does it work with local project files?

Yes, it uses internal tools to access and process text files within your local workspace, making it ideal for analyzing source code comments or local documentation.

Is the sentiment analysis result reliable?

The skill provides confidence scores alongside its sentiment assessments, allowing you to gauge the certainty of the AI's analysis.

What types of NLP tasks are supported?

The skill primarily supports sentiment analysis, keyword extraction, and topic modeling to provide a comprehensive understanding of textual data.

NLP Text Analyzer

Name: NLP Text Analyzer
Author: BbgnsurfTech

byBbgnsurfTech

•

Data Science & ML

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

The NLP Text Analyzer skill empowers Claude to perform sophisticated linguistic processing directly within your development environment. By leveraging specialized NLP tools, it allows users to gain deep insights from textual data, ranging from sentiment detection in user reviews to automated keyword extraction for large documents and complex topic modeling. This skill is essential for developers and data scientists who need to programmatically evaluate text quality, classify feedback, or summarize technical documentation efficiently without leaving the CLI.

Key Features

01Thematic topic modeling to identify core subjects in large texts

02Intelligent keyword extraction from technical and creative documents

03Context-aware linguistic insights for deeper data understanding

04Seamless integration with local file system tools for batch processing

05Automated sentiment analysis with confidence scoring

063 GitHub stars

Use Cases

01Categorizing large datasets of text for information architecture and SEO

02Evaluating customer feedback and product reviews for sentiment trends

03Summarizing long-form articles or documentation into key concepts

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add bbgnsurftech/claude-skills-collection nlp-text-analyzer

For use in Claude.ai and ChatGPT

Download Skill