polymarket-ai-market-suggestor and predikt
These are complements: the first tool identifies promising markets to trade on, while the second executes trades autonomously, creating a pipeline where market suggestions feed into autonomous trading execution.
About polymarket-ai-market-suggestor
lorine93s/polymarket-ai-market-suggestor
Polymarket AI market suggestor that blends real-time news, social sentiment, and on-chain trends to propose new prediction markets with LLM reasoning, analytics, and CLI tooling.
Integrates NewsAPI, Twitter sentiment (VADER), and CoinGecko trending tokens to surface emerging narratives, then cross-references Polymarket's Gamma API to filter out duplicate markets before LLM reasoning generates resolution rules and confidence scores. Built on LangChain + GPT-4o with SQLite persistence for historical analytics, Typer CLI for structured reporting, and graceful fallback to deterministic heuristics when API keys are unavailable.
About predikt
vahagn-madatyan/predikt
Trade autonomously on Polymarket using AI Agents
Related comparisons
Scores updated daily from GitHub, PyPI, and npm data. How scores work