polyclaw

Browse Polymarket markets, trade positions, and analyze hedges via OpenClaw.

356|65|Updated Jan 30, 2026
One-click install
npx skills add https://github.com/chainstacklabs/polyclaw --skill polyclaw-chainstacklabs
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: polyclaw
Source: https://github.com/chainstacklabs/polyclaw/tree/main
Command: npx skills add https://github.com/chainstacklabs/polyclaw --skill polyclaw-chainstacklabs

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires web3, httpx, py-clob-client-v2, eth-account, python-dotenv, and includes scripts (resource) components.

What problem does it solve?

PolyClaw removes the friction of navigating Polymarket manually by letting you browse markets, inspect wallet balances, execute trades, and track positions from a single AI-driven skill.

Core Features & Use Cases

  • Market browsing: Search trending markets, look up market details, and inspect event groupings with prices and volume.
  • Trading and wallet ops: Approve contracts once, check balances, split collateral into YES/NO tokens, and sell the unwanted side through the CLOB.
  • Position and hedge analysis: Track open positions with live P&L and discover logically necessary hedge pairs using LLM-based implication analysis.
  • Use case: Ask for trending Polymarket markets, then place a YES or NO trade and review your resulting exposure and hedge opportunities.

Quick Start

Ask the skill to show trending Polymarket markets and then buy a position in the market you want.

Frequently Asked Questions about polyclaw

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate Polymarket trading and hedge analysis using AI?

You can automate Polymarket trading by using an LLM-driven workflow to browse trending markets, execute split-and-sell trades via the CLOB, and scan for logical hedge pairs. This requires Polygon wallet credentials and an OpenRouter API key for market reasoning.

What do I need to start executing on-chain trades on Polymarket?

To start executing on-chain trades on Polymarket, you need a funded Polygon private key, Polygon RPC access, and the uv package manager. You must also approve contracts once to split collateral into YES/NO tokens for CLOB sales.

Can I track my Polymarket positions and live P&L automatically?

Yes, you can track your Polymarket positions with live P&L automatically. The workflow monitors open positions and uses LLM-based implication analysis to discover logically necessary hedge pairs for your exposure.

How does LLM-based implication analysis work for prediction market hedging?

LLM-based implication analysis for prediction market hedging works by using an OpenRouter API key to process market conditions and identify logically necessary hedge pairs. This scans your open positions to suggest exposure offsets.

What is the best way to split collateral into YES/NO tokens on Polymarket?

The best way to split collateral into YES/NO tokens on Polymarket is to approve the necessary contracts once, then execute the split through the CLOB. After splitting, you can sell the unwanted side and track the resulting position.

Does this Polymarket workflow require manual wallet management for every trade?

No, this Polymarket workflow does not require manual wallet management for every trade. After the initial contract approval, it uses your Polygon wallet credentials to autonomously inspect balances, split collateral, and execute sales.