PolyClaw
An open-source AI-driven scanner and trading agent for Polymarket that automates prediction market discovery and execution.
Overview
PolyClaw is an advanced, CLI-driven autonomous agent designed specifically for the Polymarket prediction ecosystem. It serves as a bridge between high-level AI analysis and on-chain execution, allowing users to move from market discovery to trade placement within seconds. Operated by Chainstack Labs, the tool leverages a robust infrastructure-aware architecture to handle the complexities of decentralized prediction markets on the Polygon network. PolyClaw is unique in its ability to scan for opportunities across 11+ signal sources, processing data in tight 90-second cycles to ensure that traders are acting on the most current information available.
The tool operates as a "skill" within the broader OpenClaw AI framework, utilizing LLMs (such as DeepSeek or NVIDIA Nemotron) to perform logical implication analysis. This allows PolyClaw to go beyond simple price tracking; it can actually discover "hedging" opportunities—where a user can cover their risk by betting on correlated outcomes across different markets. Because it is open-source, developers and quants can audit the code and customize the trading logic to fit specific risk appetites. To date, it has become a staple for users looking to automate sophisticated strategies like split-position execution and real-time P&L monitoring without the manual overhead of a web interface.
The Problem
Developers building Web3 applications often face challenges in managing complex smart contract code, ensuring security, and accelerating development without sacrificing quality. Manual coding and testing can be time-consuming and error-prone, especially in decentralized finance and DAO tooling contexts.
The Solution
Key Features
AI-Driven Code Generation
Supports automated generation of blockchain-related code snippets to speed up development.
AI-Powered Market Scanning
Utilizes LLMs to search and interpret trending prediction markets based on natural language queries or specific signals.
90-Second Signal Cycles
Continuously refreshes market data and signals every 90 seconds to capture fleeting arbitrage and betting opportunities.
Key Strengths
How Developers Use PolyClaw
Automated Arbitrage
Identifying price discrepancies between Polymarket and real-world odds to lock in small, consistent gains.
Portfolio Hedging
Using the AI engine to find markets that act as insurance against existing positions in a user's portfolio
Programmatic Prediction Trading
Developers using the tool to trigger trades based on external news feeds or social media sentiment analysis.
Ship faster than your competition
Free RPC across 77+ chains. Spin up an endpoint in under 30 seconds.
Compare
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Resources
PolyClaw offers a comprehensive GitHub repository containing the core logic, a dedicated "SKILL.md" for OpenClaw integration, and technical documentation for setting up Polygon RPC nodes (via Chainstack).