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Sentiment Analyzer

Aggregate Twitter, Reddit, and news sentiment into a Fear & Greed Index score.

5|1|Updated Feb 9, 2026
Search Tags:#social media#news analysis#sentiment analysis#crypto#market mood#fear and greed index
One-click install
npx skills add https://github.com/kayzaa/k.i.t.-bot --skill sentiment-analyzer-kayzaa
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: Sentiment Analyzer
Source: https://github.com/kayzaa/k.i.t.-bot/tree/main/skills/sentiment-analyzer
Command: npx skills add https://github.com/kayzaa/k.i.t.-bot --skill sentiment-analyzer-kayzaa

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires tweepy, praw, transformers, nltk, textblob, and includes scripts (resource) components.

What problem does it solve?

This Skill provides real-time insights into market sentiment across various social and news platforms, helping users understand the prevailing mood and potential market movements before they happen.

Core Features & Use Cases

  • Multi-Source Analysis: Gathers sentiment data from Twitter/X, Reddit, and crypto news outlets.
  • Fear & Greed Index: Integrates with the popular Fear & Greed Index to gauge market psychology.
  • Influencer Tracking: Monitors sentiment from key crypto influencers.
  • Use Case: A trader can use this Skill to check the overall sentiment for Bitcoin (BTC) before making a trade, identifying if the market is overly fearful (potential buy signal) or extremely greedy (potential sell signal).

Quick Start

Analyze the current sentiment for Ethereum using Twitter, Reddit, and news sources.

Frequently Asked Questions about Sentiment Analyzer

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I analyze real-time crypto market sentiment from Twitter and Reddit?▼

Crypto sentiment analysis works by aggregating Twitter, Reddit, and news data, then applying FinBERT and VADER NLP models to gauge market mood, calculate social volume changes, and identify trending keywords for trading decisions.

What is the Fear and Greed Index and how does it inform crypto trading decisions?▼

The Fear and Greed Index gauges market psychology to inform crypto trading decisions by indicating whether the market is overly fearful, acting as a potential buy signal, or extremely greedy, acting as a potential sell signal.

Can I track crypto influencer sentiment using FinBERT and VADER?▼

Yes, you can track crypto influencer sentiment using FinBERT and VADER, as this Skill monitors sentiment from key crypto influencers alongside general social media and news sources to inform your trades.

Does sentiment analysis for cryptocurrencies work with news sources and social volume tracking?▼

Sentiment analysis for cryptocurrencies works with news sources and social volume tracking by aggregating text from crypto news outlets and social platforms to measure market mood and identify trending keywords.

Do I need Tweepy and PRAW to monitor crypto market mood across social platforms?▼

Yes, you need Tweepy and PRAW to monitor crypto market mood across social platforms, as these dependencies are required to gather and aggregate sentiment data from Twitter and Reddit respectively.

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