PolyMomentum-Labs

Official docs for PolyMomentum — Polymarket CLOB V2 integration, trading strategies, bot architecture, and OpenClaw/MCP AI workflows.

94
1,304
69% credibility
Found May 29, 2026 at 146 stars -- GitGems finds repos before they trend. Get early access to the next one.
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AI Analysis
AI Summary

PolyMomentum is an open-source organization that builds trading infrastructure for Polymarket, a popular prediction market platform. They provide ready-to-use trading bots for short-duration markets (like BTC Up/Down with 5 or 15 minute windows), along with software development tools for traders who want to build their own automated systems. The project includes safety features like kill switches, position limits, and cooldown periods to help manage risk when trading with real money. All software is publicly available on GitHub for review, with clear documentation and security practices.

How It Works

1
🔍 You discover PolyMomentum

You find this organization while exploring GitHub, and learn they build tools for trading on prediction markets.

2
📖 You explore what they build

You browse their documentation and see they offer trading bots, market data tools, and safety features for automated trading.

3
You choose your path
🤖
Use a pre-built bot

You download and run their BTC trading bot that's already configured for short-duration markets.

🔧
Build your own system

You use their software toolkit to create custom trading strategies tailored to your needs.

4
⚙️ You connect your trading account

You link your Polymarket account to the bot so it can place trades on your behalf automatically.

5
🛡️ You review the safety features

You learn about built-in protections like kill switches, position limits, and cooldown periods to manage risk.

6
🚀 You launch your trading bot

With everything set up, you start the bot and watch it monitor markets and execute trades automatically.

Your automated trading is running

Your bot is now running, following your configured rules around the clock on prediction markets.

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Star Growth

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AI-Generated Review

What is .github?

This is the organization profile for PolyMomentum, a collection of tools for trading on Polymarket prediction markets. It provides automated execution bots, SDK wrappers around the CLOB V2 API, and trading strategy frameworks. The main use case is running configurable bots that trade short-horizon markets like BTC Up/Down with 5 or 15 minute windows. TypeScript powers the execution layer, with Gamma API integration for market data and wallet-based authentication for the CLOB.

Why is it gaining traction?

Prediction market trading is a growing niche, and Polymarket's CLOB V2 opens up programmatic access that wasn't available before. The project frames itself around production realities - cooldowns, circuit breakers, retry policies - rather than naive backtesting fantasies. The modular approach (separate repos for SDK, runtime, MCP tooling) suggests they're thinking about composability, though many of those repos are still marked as planned.

Who should use this?

Traders or developers who want to run automated strategies on Polymarket's short-horizon markets. If you're comfortable configuring a wallet, understanding order flow, and operating a Node.js application, this gives you a structured starting point. Not for casual users - the docs assume you know what you're doing with real capital. The "nothing here is financial advice" disclaimer is prominent and warranted.

Verdict

With 94 stars and a 0.699999988079071% credibility score, this is early-stage and unproven infrastructure. The documentation is thorough and the architecture is sensible, but "planned" features outnumber active ones. If you're building trading infrastructure for Polymarket today, worth watching but not ready to bet capital on.

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