Social Media Intelligence

This skill integrates financial-intelligence collection methods and quantitative applications across Twitter/X, Telegram, Discord, and Reddit. Inspired by himself65/finance-skills modules such as discord-reader, telegram-reader, and twitter-reader.

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1. Overview of the Four Major Financial Social Platforms

1.1 Twitter/X, The FinTwit Ecosystem

Core roles

Role Type	Representative Account Traits	Signal Value
Sell-side analyst	Institutional backing, dense posting around earnings	Medium, somewhat lagging
Fund manager	Holdings views, industry judgment	High, but mixed with subjective opinion
Macro commentator	Fed interpretation, macro-data reaction	High, a good sentiment barometer
Crypto KOL	On-chain interpretation, project endorsement	Highly volatile, high manipulation risk
Retail noise	Meme spread, herd sentiment	Contrarian signal value at extremes

Core FinTwit circles

• $TICKER cashtag system directly maps discussion to the asset
• Earnings-season sentiment patterns before and after reports
• Real-time reaction speed to policy / macro events, often 15-60 minutes ahead of traditional media

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1.2 Telegram, The Core Venue for Crypto Intelligence

Channel types

Channel Type	Content Traits	How to Use
Signal channels	Specific buy/sell levels, stop-loss / take-profit	Use as a sentiment thermometer, not for blind copy-trading
Research push channels	Institutional PDF reports, on-chain data	Aggregate information and extract key numbers
Macro flash channels	Real-time interpretation of FOMC, CPI, etc.	Event-driven signals
Official project channels	Tokenomics updates, partnership announcements	Potential alpha, but requires filtering
Whale alert channels	Large on-chain transfer alerts	Capital-flow signal

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