ATP Investment Agent

ATP Investment Agent is an autonomous workflow for making AI-driven investments on IQAI's ATP platform. It leverages the adk-ts agent framework and integrates with MCP toolsets for portfolio analysis, agent discovery, investment execution, and Telegram notifications.

Features

• Portfolio Analysis: Analyzes your ATP portfolio and IQ wallet to plan investments.
• Agent Discovery: Finds and ranks top-performing ATP agents for new opportunities.
• Investment Decision: Uses LLMs to select agents and diversify investments, avoiding repeated or failed agents.
• Investment Execution: Executes purchases securely and logs transactions.
• Telegram Notifications: Sends formatted investment reports and alerts to your Telegram.

Workflow

1. Portfolio Analysis: Reviews current holdings and available IQ balance.
2. Agent Discovery: Identifies promising ATP agents.
3. Investment Decision: Selects the best agent and amount to invest.
4. Investment Execution: Buys the agent and records the transaction.
5. Notification: Sends a summary to your Telegram channel.

Prerequisites

• Node.js (v18+ recommended)
• pnpm (package manager)
• IQAI wallet with IQ tokens
• Access to OpenAI or Google Gemini LLM API (for LLM_MODEL)
• Telegram bot credentials for notifications

Installation

pnpm install

Configuration

Copy the example environment file and fill in your credentials:

cp example.env .env

Edit .env with your wallet, LLM, and Telegram details:

LLM_MODEL=gemini-2.0-flash
WALLET_PRIVATE_KEY=your_private_key
ATP_USE_DEV=true
ATP_API_KEY=your_api_key
TELEGRAM_BOT_TOKEN=your_telegram_bot_token
TELEGRAM_CHAT_ID=your_telegram_chat_id
ATP_INVESTMENT_PERCENTAGE=0.01
ATP_MIN_INVESTMENT=10
ATP_CRON_SCHEDULE="0 */3 * * *"

Development

• Development mode (with auto-reload):
  pnpm dev
• Build the project:
  pnpm build
• Clean build artifacts:
  pnpm clean

Running the Agent

First, build the project:

pnpm build

Then run:

• Run once:
  pnpm start:once
• Run on schedule (default: every 3 hours):
  pnpm start

Environment Variables

See example.env for all options. Key variables:

• LLM_MODEL: LLM to use (e.g., gemini-2.0-flash)
• WALLET_PRIVATE_KEY: Your IQAI wallet private key
• ATP_INVESTMENT_PERCENTAGE: % of IQ balance to invest per cycle
• ATP_MIN_INVESTMENT: Minimum investment amount
• ATP_CRON_SCHEDULE: Cron schedule for agent runs
• Telegram variables for notifications

Project Structure

• agents/ – Specialized agents for each workflow step
• services/ – Wallet management and validation
• index.ts – Entry point and scheduler
• dist/ – Compiled JavaScript output

Security

• Never share your wallet private key.
• Use environment variables and .env files for sensitive data.

License

MIT