How does the Sentiment Analysis Tool classify text?

The skill processes input text using pre-trained models to categorize the tone as positive, negative, or neutral, often returning a sentiment score to indicate the strength of the emotion.

Can I use this skill to analyze multiple files at once?

Yes, by utilizing the allowed Bash and Grep tools, you can automate the analysis of multiple text files or entire directories of data.

Does it detect sarcasm or irony?

While the underlying AI models are sophisticated, sarcasm can be challenging. Users should consider context when interpreting scores for highly nuanced or metaphorical language.

What kind of text is this tool best suited for?

It is optimized for short-to-medium length text such as customer reviews, social media updates, survey responses, and support tickets.

Sentiment Analysis Tool

Name: Sentiment Analysis Tool
Author: jeremylongshore

byjeremylongshore

•

883

数据科学与机器学习

Analyzes text data to identify emotional tone and sentiment polarity for customer feedback, social media insights, and opinion mining.

关于

This skill empowers Claude to perform deep sentiment analysis on various text sources, providing a clear classification of positive, negative, or neutral tones. By leveraging AI/ML techniques, it helps developers and analysts understand public opinion and customer sentiment by processing reviews, social media interactions, or survey responses directly within the Claude Code environment. It provides both qualitative classifications and quantitative scores to facilitate data-driven decision making.

主要功能

Automates opinion mining for large datasets of customer feedback
Classifies text into positive, negative, or neutral categories
Detects emotional tone in social media posts and tweets
Provides numerical sentiment scores for granular polarity analysis
Integrates with file-system tools for batch processing of text files
883 GitHub stars

使用场景

Processing open-ended survey responses to identify common pain points
Evaluating customer satisfaction by analyzing product and service reviews
Monitoring brand reputation through automated social media sentiment tracking

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jeremylongshore/claude-code-plugins-plus-skills sentiment-analysis-tool

For use in Claude.ai and ChatGPT

Download Skill

GitHub

关于