Signal-Driven#078

Telegram/Discord Insider-Channel Mining

Use automated text-monitoring (NLP) to watch high-signal Telegram and Discord channels — crypto-launch insiders, political operatives, sports injury leakers, war-reporting groups — and trade the matching Polymarket before the news reaches Twitter or mainstream outlets. The edge is that these niche communities reliably break market-moving information first, and you act in the gap before it spreads.

What you need to run it

Telegram MTProto + Discord gateway scrapers across curated channel set
LLM/NLP classifier scoring messages for actionable, market-relevant claims
Source-reliability weighting and false-rumor filtering
Fast execution + position caps per unverified-rumor trade

Where this applies

Markets on Polymarket where telegram/discord insider-channel mining is the natural play:

Will token $X launch on Solana before Sept 1, 2026?
Will star Player Y be ruled OUT for the next NBA playoff game?
Will a ceasefire in [region] hold through the end of Q4 2026?

Capabilities this demands

Feed ingestionModel / quantCustom code / APIDomain knowledge

At a glance

CategorySignal-Driven

Requirements4

CapabilitiesFeed ingestion, Model / quant, Custom code / API, Domain knowledge

VenuePolymarket (CLOB, Polygon)

Build it

Related signal-driven strategies

This is documentation, not advice. Poly Research & Robotics publishes how these strategies work because the method should be checkable — not as a recommendation to trade them. See the full strategy database (147 strategies) or the data resources directory.