PolyEdge-Telegram-Bot

PolyEdge-Telegram-Bot positions itself as a research assistant rather than an execution bot. It scans Polymarket markets, gathers supporting evidence (news, data, on-chain signals), and recommends paper-trade opportunities with performance tracking. The description mentions 'future multi-model forecasting, scoring, and backtesting' as planned features. At 108KB with JavaScript, this is a lightweight implementation — likely a Node.js Telegram bot using the Polymarket API for market data and some external APIs for evidence gathering. The paper-trading focus is sensible for a research tool, allowing users to validate strategies before risking capital. The Telegram interface makes it highly accessible. While the current functionality is probably basic, the evidence-gathering approach addresses a real need: too many bots execute blindly without understanding market fundamentals. For traders who want systematic research support without handing over API keys to an auto-trader, this is appealing. The 2-star count suggests early stage but active development. Worth cloning to understand the architecture and potentially contribute evidence-gathering modules. The multi-model forecasting plan is ambitious for a JavaScript codebase — would likely benefit from Python for ML components.