social-sentiment-tracker

Analyze crypto social media sentiment across Twitter/X, Reddit, Discord, and Telegram.

5|Updated May 2, 2026
One-click install
npx skills add https://github.com/nirholas/three-ui --skill social-sentiment-tracker
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: social-sentiment-tracker
Source: https://github.com/nirholas/three-ui/tree/main/data/skills/news/social-sentiment-tracker
Command: npx skills add https://github.com/nirholas/three-ui --skill social-sentiment-tracker

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps you understand how people feel about a token or theme across major crypto communities so you can spot narrative shifts and crowd psychology earlier than price alone.

Core Features & Use Cases

  • Platform-specific sentiment analysis across Twitter/X, Reddit, Discord, and Telegram with platform-aware noise handling.
  • Sentiment scoring and weighted aggregation using a standardized -2 to +2 scale to quantify bullishness versus bearishness.
  • Narrative detection and lifecycle tracking to identify dominant, rising, fading narratives and determine where each is in its lifecycle.
  • Influencer and smart-follower signals that weight credible developers, analysts, and institutions over raw follower count.
  • Crowd psychology indicators and contrarian signals to flag FOMO, capitulation, denial, and extreme sentiment conditions that often precede reversals.
  • Actionable insight output format including token/topic, sentiment score with trend direction, social volume, platform breakdown, narrative insights, and recommended interpretation.

Quick Start

Use the social-sentiment-tracker skill to analyze recent social discussion about a specific token and summarize the dominant narrative, emerging themes, and the crowd’s likely psychology state.

Frequently Asked Questions about social-sentiment-tracker

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

FAQPage Schema
How do I track crypto sentiment across Twitter, Reddit, Discord, and Telegram?

Crypto narrative detection identifies dominant, rising, and fading themes within community discussions. By tracking these narrative lifecycles, you can spot shifts in market attention and crowd psychology earlier than price movements alone would indicate.

How do I detect crypto narrative shifts before they impact price?

Crypto narrative detection identifies dominant, rising, and fading themes within community discussions. By tracking these narrative lifecycles, you can spot shifts in market attention and crowd psychology earlier than price movements alone would indicate.

What is a weighted sentiment score and how is it calculated for crypto tokens?

A weighted sentiment score quantifies bullishness versus bearishness on a -2 to +2 scale. It aggregates social media sentiment across platforms, weighting credible developers and analysts over raw follower count to generate an accurate consensus metric.

Can I identify FOMO or capitulation signals using social media sentiment analysis?

Yes, social media sentiment analysis can identify FOMO, capitulation, and denial through crowd psychology indicators. These contrarian signals flag extreme sentiment conditions that often precede market reversals for specific crypto tokens or topics.

Does crypto sentiment analysis work for any token or topic across multiple platforms?

Crypto sentiment analysis applies to token or topic monitoring across Twitter, Reddit, Discord, and Telegram. It generates platform breakdowns and social volume metrics to ensure accurate narrative tracking regardless of the specific cryptocurrency discussed.