How does Claude detect sentiment with this skill?

The skill utilizes advanced NLP techniques to process text inputs and determine emotional polarity and sentiment scores based on linguistic patterns.

Does this skill work with my local files?

Yes, by utilizing the Read, Write, and Grep tools, this skill can process text data stored in your local repository or project files.

Can this skill handle sarcasm or irony?

While the tool is highly effective at detecting tone, it is best practice to consider context, as sarcasm and irony can occasionally affect sentiment polarity results.

What types of text data can I analyze?

You can analyze any text-based data including customer reviews, social media posts, customer support tickets, survey responses, and internal documentation.

AI Sentiment Analysis

Name: AI Sentiment Analysis
Author: jeremylongshore

byjeremylongshore

•

883

Data Science & ML

Analyzes text data to identify emotional tone and classify sentiment as positive, negative, or neutral for customer feedback and social media monitoring.

About

This skill equips Claude with specialized capabilities to perform deep sentiment analysis and opinion mining across various text formats. It accurately identifies the emotional polarity—positive, negative, or neutral—of customer reviews, social media posts, and survey responses, providing actionable scores to help users gauge public opinion, automate feedback sorting, and improve overall customer experience through data-driven insights.

Key Features

Generates numerical sentiment scores for quantitative data analysis
Integrates with file system tools to analyze local documentation
Classifies text polarity into positive, negative, or neutral categories
Identifies underlying emotional tones and opinion mining patterns
883 GitHub stars
Processes bulk text inputs including reviews, tweets, and surveys

Use Cases

Monitoring brand reputation through automated social media sentiment tracking
Quantifying open-ended survey responses for market research and reporting
Evaluating customer satisfaction trends from product and service reviews

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