LainNet-42

LainNet-42 / polymarket-auto-trading-agent

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Autonomous Polymarket trading agent powered by Claude Code. Expiry convergence strategy, 94.7% win rate over 2 weeks live testing.

17
2
100% credibility
Found Feb 23, 2026 at 11 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 autonomous AI agent that scans Polymarket for high-certainty prediction markets nearing settlement and executes low-risk trades.

How It Works

1
🔍 Discover the trading agent

You find this smart assistant that automatically spots and trades safe bets on prediction markets where outcomes are almost certain.

2
💻 Run easy setup

With one simple command, it creates your private trading wallet and prepares everything you need to start.

3
💰 Add your money

Send a small amount of trading cash and gas money to your new wallet on the right network.

4
✅ Give one-time okay

Approve safe permissions once so the agent can buy and sell shares without asking every time.

5
🚀 Launch the agent

Hit start and watch your assistant wake up, scan markets, think with AI, and make its first trades on its own.

6
📱 Check the dashboard

Open the live view anytime to see your balance grow, positions update, and trade history in real time.

💵 Withdraw profits

When ready, pull your earnings back to your main wallet, turning spare computer time into real gains.

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Star Growth

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AI-Generated Review

What is polymarket-auto-trading-agent?

This Python agent autonomously trades on Polymarket prediction markets using Claude Code for decision-making. It scans for high-certainty binary markets near expiry, verifies outcomes via web search, and buys undervalued shares before settlement via the Polygon CLOB—no Polymarket account needed. Developers get a turnkey expiry convergence bot that scalps small edges like 4 cents on settled NO bets.

Why is it gaining traction?

Among github autonomous agents, it stands out with a 94.7% win rate over 2 weeks of live testing, verified on-chain withdrawals, and self-scheduling via hibernate/D-mail for efficient 24/7 runs. One-command setup handles wallet gen, approvals, and MCP tools integration, plus an optional React dashboard for real-time P&L charts and traces. The Claude-powered autonomy feels like an autonomous github copilot for DeFi, beating manual trading on obvious convergences.

Who should use this?

Prediction market traders seeking passive income from expiry plays, AI agent builders experimenting with Claude Code and MCP protocols, or Polygon USDC holders wanting to automate high-probability scalps. Ideal for devs running idle servers who fund a wallet with $0.50 POL gas and some capital, then let the agent handle scans, trades, and risk limits like 20% position caps.

Verdict

Promising for tinkerers—live profitability and solid docs make it worth a test run despite 11 stars and 1.0% credibility score signaling early maturity. Fork and customize prompts/risks if you trust Claude for real money; otherwise, monitor in sim mode first.

(187 words)

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