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BlackSkyorg / polymaket-ai-trading-bot

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trading ai agent. this is ai agent for trading on the polymarket. polymaket trading bot, ai trading bot, prediction prices and evens,

ai ai-agent polymarket polymarket-ai-agent-trading polymarket-trading-bot
96
1
69% credibility
Found Mar 03, 2026 at 96 stars -- GitGems finds repos before they trend. Get early access to the next one.
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AI Analysis
Python
AI Summary

An open-source Python framework for creating AI agents that autonomously analyze and trade on Polymarket prediction markets using large language models, news, and search data.

How It Works

1
🔍 Discover the tool

You find Polymarket Agents, a smart helper that uses AI to bet on future events like elections or sports on prediction markets.

2
📥 Set it up

You download the tool to your computer and prepare it to run smoothly.

3
🔗 Link your wallet and AI

You connect your prediction betting wallet filled with stable coins and link an AI service so the helper can think and decide.

4
📊 Explore hot bets

You look at current popular markets, trending events, and related news to see what's buzzing.

5
💭 Get smart advice

You ask the AI for predictions, superforecaster insights, or trade ideas on specific events.

6
🚀 Launch auto-trader

You start the autonomous agent, which scans markets, analyzes data, and places bets on its own.

✅ Watch it work

Your AI agent trades automatically, helping you bet smarter while you monitor the results.

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Star Growth

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AI-Generated Review

What is polymaket-ai-trading-bot?

This GitHub repo trading bot is a Python framework for autonomous AI agents that trade on Polymarket prediction markets. It pulls real-time markets, events, and news, then uses LLMs with RAG and superforecasting to analyze opportunities and execute trades via CLI commands like `get-trending-markets`, `ask-superforecaster`, or `run-autonomous-trader`. Solves the hassle of manual prediction market betting by automating edge-finding in events like elections or crypto prices.

Why is it gaining traction?

Stands out as a github trading bot python tailored for Polymarket, unlike generic github trading bot binance scripts—offers instant RAG querying of local market DBs, news integration, and one-command autonomous trading. Developers dig the Docker-ready setup and LangChain-powered prompts for trading agent ai that filter events and suggest sized orders. Low-barrier CLI hooks users fast for testing trading agent llm strategies.

Who should use this?

Crypto traders automating Polymarket positions, quant devs prototyping trading agents, or AI builders experimenting with prediction markets. Ideal for Python scripters tracking github trading algorithm ideas or running trading agent competition bots on real USDC balances.

Verdict

Solid starter for trading github python projects at 96 stars—docs shine with CLI examples and setup, but low 0.699999988079071% credibility score flags early maturity; test live with tiny stakes first. Grab it if Polymarket automation fits your stack.

(178 words)

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