Perpguin is a trading bot that analyzes cryptocurrency markets and posts trading signals on Twitter. The concept emerged from wanting to automate the process of finding good perpetual futures trades while sharing the results with others who might find them useful.
The system works by monitoring price movements, technical indicators, and market sentiment in real-time to identify potential trading opportunities. It continuously pulls live intelligence from news sources, Twitter sentiment, Reddit discussions, and influencer posts to capture market-moving events as they happen. When it finds a setup that meets the criteria, it automatically posts a signal to Twitter with entry points, targets, and stop losses. Each signal includes a confidence percentage based on how many factors align.
After several months of testing, the results have been pretty encouraging. The bot maintains around a 67% win rate with a decent risk-to-reward ratio. It focuses on major cryptocurrencies like Bitcoin, Ethereum, and Solana since these have the most reliable data and liquidity for perpetual futures trading.
The Twitter integration was important because it creates transparency - everyone can see the same signals at the same time, and there's a public record of all the calls. No cherry-picking results or hiding bad trades. What you see in the tweet history is exactly what the algorithm generated.
Important: This is still an experimental project and the algorithm is continuously being improved. Please only use these signals for educational purposes and always do your own research. Trading perpetual futures involves significant risk and you should never risk more than you can afford to lose.
Future Plans: The development roadmap includes expanding to more assets and improving the accuracy of the signals. The goal is to eventually have a fully automated system that can adapt to different market conditions while maintaining consistent performance. For now, it's a learning project that others can benefit from.
