Bulding Your Own Whale Tracking Agent

This tutorial shows you how to build an AI-Agent with Loomlay that automatically tracks whale transactions and sends alerts to Telegram.

Plugins You'll Need

  • Dexscreener

  • Telegram Plugin (Check out our guide on how to get your Telegram bot token and Chat ID here)

  • Twitter/X Plugin (Short guide on how to get your free Twitter/X API key here)

Workflow 1

Workflow Type: Run on Repeat (Every 60 minutes) Workflow Instructions:

Step 1: Using the X plugin, fetch the latest whalewatchalert tweet on X.
Step 2: Each tweet mentions two tickers. Ignore the first one and extract ONLY the second ticker.
Step 3: Search the extracted tickers on Dexscreener.
Step 4: Select the 3 tickers with the highest trading volume in the last 24 hours and extract their technical data.
Step 5: Send the extracted data for these 3 tickers to my Telegram CHAT ID (Insert your chat-id here) with this caption:
"Whale activity and high volume detected!"
Step 6: Done

Important Notes:

  • You can have the workflow run more frequently but you need to be aware of Twitter API prices and policies.

  • NFT minting is required (one-time process), draft agents do not trigger any action.

  • Token creation is optional.

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