polymarket-wallet-autopsy
Forensic analysis of ANY Polymarket wallet. Spot skill, entry quality, bot detection, and arbitrage opportunities. Queries Polymarket's public APIs - no authentication needed. Inspired by @thejayden's "Autopsy of a Polymarket Whale" analysis.
Why use this skill?
Use the Polymarket Wallet Autopsy skill to analyze trading patterns, entry quality, and edge. Learn from expert trader behavior without manual data scraping.
Install via CLI (Recommended)
clawhub install openclaw/skills/skills/adlai88/polymarket-wallet-autopsyWhat This Skill Does
The polymarket-wallet-autopsy skill provides a rigorous forensic framework for analyzing trading behaviors on the Polymarket platform. It does not provide trading signals; rather, it parses on-chain and CLOB API data to identify the habits, edge, and methodology of specific wallet addresses. Inspired by the analytical research of @thejayden, this tool allows OpenClaw users to decompose a trader's historical performance, calculating metrics such as win rate, entry quality, and hedging behavior. It treats Polymarket as a dataset, enabling your agent to learn from successful (and unsuccessful) patterns to better inform your own decision-making processes.
Installation
To integrate this tool into your OpenClaw environment, execute the following command in your terminal:
clawhub install openclaw/skills/skills/adlai88/polymarket-wallet-autopsy
Use Cases
- Educational Analysis: Deconstruct the strategies of high-performing wallets to understand market positioning and risk management.
- Bot Detection: Identify automated market-making patterns or programmatic arbitrage that might skew market liquidity.
- Strategy Development: Use observed patterns—such as how specific wallets time entries during volatility—to refine your own internal logic for market assessment.
- Market Research: Perform comparative analysis between two different wallets to see how they behave differently in the same market conditions.
Example Prompts
- "Analyze wallet 0xabc123... and tell me if their entry quality suggests they are a market maker or a reactive trader."
- "Compare the trading patterns of these two wallets in the 'Will BTC hit $100k?' market to identify who is better at hedging."
- "Scan the top 5 most profitable wallets in the current election market and list any commonalities in their exit strategies."
Tips & Limitations
This tool is strictly for analytical and research purposes. Never interpret historical success as a guarantee of future performance. Market conditions shift rapidly, and what worked for a trader yesterday may be irrelevant today. Always account for slippage and fee structures, which can often negate thin margins. Do not use this skill to automate copy-trading; instead, use it to build a broader understanding of market sentiment and expert trader behavior to enhance your own strategic reasoning.
Metadata
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Find the right skillPaste this into your clawhub.json to enable this plugin.
{
"plugins": {
"official-adlai88-polymarket-wallet-autopsy": {
"enabled": true,
"auto_update": true
}
}
}Tags(AI)
Flags: external-api
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