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social-sentiment-scraper

Aggregate social sentiment and retail positioning data into contrarian market signals.

10|2|Updated Mar 8, 2026
Search Tags:#aggregation#scraper#trading#social#sentiment#contrarian
One-click install
npx skills add https://github.com/mahmoud20138/Tradecraft --skill social-sentiment-scraper
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: social-sentiment-scraper
Source: https://github.com/mahmoud20138/Tradecraft/tree/main/plugins/tradecraft/skills/social-sentiment-scraper
Command: npx skills add https://github.com/mahmoud20138/Tradecraft --skill social-sentiment-scraper

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Aggregates sentiment from social platforms and retail positioning data to provide contrarian market signals that can inform trading decisions.

Core Features & Use Cases

  • Sentiment sources & priority: Integrates retail positioning data, fear & greed indexes, and social media signals to build a multi-source sentiment view.
  • Retail positioning analysis: Detects extreme positioning and generates contrarian buy/sell cues to complement other indicators.
  • Output & use case: Produces an aggregated score, a clear contrarian signal (BUY/SELL/NEUTRAL), and a traceable data_points log for auditing and strategy tuning.

Quick Start

Provide a market symbol and request a sentiment assessment across retail positioning and social sources to receive a contrarian signal.

Frequently Asked Questions about social-sentiment-scraper

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

FAQPage Schema
How do I aggregate social sentiment across Twitter, Reddit, and TradingView to generate trading signals?▼

This scraper consolidates sentiment from Twitter/X, Reddit, TradingView ideas, and fear/greed indices into a single score to produce actionable contrarian market signals for tradable assets.

What is a contrarian market signal based on retail positioning data?▼

A contrarian signal uses extreme retail positioning data to generate BUY, SELL, or NEUTRAL cues, betting against the majority crowd sentiment to anticipate market reversals.

How do I get a contrarian buy or sell signal for a specific crypto or stock symbol?▼

Provide a specific stock, forex, or crypto symbol to retrieve an aggregated sentiment assessment. The output delivers a BUY, SELL, or NEUTRAL contrarian signal alongside traceable data points for strategy tuning.

Can I trace which social media sources contributed to a specific sentiment score?▼

Yes, the output includes a traceable data_points log for auditing. This records the exact social signals and retail positioning data from each source used to compute the consolidated sentiment score.

Does this sentiment scraper work for forex and crypto markets or only stocks?▼

This sentiment scraper works across stocks, forex, crypto, and other tradable assets. It aggregates crowd positioning and social signals to generate contrarian cues for any provided market symbol.

When should I not rely on social sentiment signals for trading decisions?▼

Avoid relying solely on social sentiment signals when retail positioning is moderate. Contrarian cues are specifically designed to act on extreme crowd positioning and should complement other technical indicators.

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