Analyze any Polymarket trader's wallet and strategy to uncover winning patterns and performance metrics using Openclaw Skills.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install polymarket-user-analyzer
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install polymarket-user-analyzer using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Polymarket User Analyzer?
The Polymarket User Analyzer is a sophisticated utility designed to provide deep insights into prediction market behaviors. By leveraging Openclaw Skills, developers can programmatically transform a simple username or wallet address into a comprehensive strategy profile. The tool bridges the gap between raw on-chain transaction logs and actionable intelligence, helping users understand the how and why behind successful or unsuccessful trading patterns on the platform.
This skill is particularly valuable for those looking to build advanced financial analysis bots or research tools. It automates the tedious process of scraping user profiles for wallet addresses and querying the Polymarket Data API, delivering structured Markdown or JSON reports that classify traders into archetypes like Value Investors, Momentum Traders, or Arbitrageurs. By integrating this into your Openclaw Skills library, you gain immediate transparency into market sentiment and participant conviction.
Polymarket User Analyzer Use Cases
- Study the portfolios and entry points of top-performing prediction market traders to improve your own decision-making.
- Conduct quantitative research on market participant behavior across different categories like politics, sports, and crypto.
- Perform due diligence on individuals claiming specific trading performance or track records.
- Develop new trading strategies by identifying profitable patterns and entry price distributions.
- Monitor trader sentiment and positioning to gauge broader market conviction.
How Polymarket User Analyzer Works
- The user provides a Polymarket username or a direct Ethereum wallet address to the analyzer.
- If a username is provided, the skill scrapes the public profile to extract the associated proxy wallet address.
- It queries the Polymarket Data API to retrieve the complete history of trades and redemptions.
- The raw data is processed to calculate metrics such as P&L, ROI, win rate, and average position size.
- The skill analyzes trading patterns to classify the user's strategy type and identifies market preferences.
- A structured report is generated in Markdown or JSON format for easy reading or further programmatic processing.
Polymarket User Analyzer Setup
To begin using this within your Openclaw Skills environment, ensure you have Node.js installed and follow these steps:
# Clone the repository and install dependencies
npm install
# Analyze a user by their username
node scripts/analyze_user.js @username
# Analyze a user by their wallet address
node scripts/analyze_user.js 0x8c74...0488
# Export the analysis to a JSON file for data processing
node scripts/analyze_user.js @username --output report.json
Polymarket User Analyzer Data Schema & Taxonomy
The skill organizes its analysis into a structured format containing the following key segments:
| Category | Description |
|---|---|
| Overview | High-level stats including total trades, capital deployed, and overall ROI. |
| Market Focus | Breakdown of primary market types (e.g., Politics) and specific assets. |
| Trading Patterns | Analysis of entry price distribution, direction bias, and sizing strategy. |
| Performance | Detailed P&L, win rates, and highlights of the best/worst trades. |
| Classification | Identification as Value Investor, Momentum Trader, Scalper, etc. |
All Openclaw Skills in this category ensure data is mapped consistently from the Polymarket activity endpoint.
Polymarket User Analyzer Advanced Features
- Strategy Classification Engine: Automatically categorizes users based on quantitative markers like trade frequency and entry price.
- Bulk Export Support: Generate JSON files compatible with other Openclaw Skills for cross-referencing and longitudinal data studies.
- Automated Wallet Resolution: Seamlessly converts Polymarket handles into on-chain addresses without manual intervention.
- Custom Metric Calculation: Analyzes entry price distributions to determine if a trader is contrarian or follows momentum trends.
- Risk-Adjusted Performance: Goes beyond raw P&L to look at win rates relative to market resolution outcomes.
SKILL.md
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