Based Agents

AI Agent Builder & Marketplace: A Comprehensive Overview

What is it?

A decentralized platform that enables users to create, customize, and trade AI-powered autonomous trading agents. Each agent exists as a unique NFT (called a Commander NFT) and can execute on-chain trading strategies while learning from social media personalities.

Core Components

1. Agent Creation System

• Customizable Risk Profiles

  • Users can select from multiple risk levels (conservative to "degen")
  • Each profile comes with pre-configured trading parameters
  • Custom risk settings available for advanced users

• Personality Engineering

  • Agents can be trained on specific Farcaster personalities
  • Learning algorithms analyze posting patterns, trading behavior, and market sentiment
  • Custom prompts allow fine-tuning of agent behavior and decision-making

• Safety Mechanisms

  • Built-in stop-loss functionality
  • Automated position closing at target prices
  • Risk management protocols to prevent catastrophic losses

1. Interactive Features

• Natural Language Interface

  • Direct communication with agents through Converse App
  • Real-time trading suggestions and market analysis
  • Query historical decisions and performance metrics

• Commander NFT System

  • ERC-721 tokens represent ownership of agents
  • Only token holders can modify agent parameters
  • Tradeable on secondary markets
  • Governance rights over agent behavior

Use Cases

1. Passive Trading

   • Set up agents to manage portfolios automatically
   • Implement complex trading strategies without active management

2. Strategy Development

   • Test and refine trading approaches
   • Learn from successful traders through agent personality modeling

3. Asset Management

   • Delegate trading decisions to AI agents
   • Maintain control through Commander NFT ownership

4. Trading Strategy Marketplace

   • Buy and sell successful agent configurations
   • Trade Commander NFTs for profit

Future Potential

• Integration with additional blockchain networks
• Enhanced AI models and learning capabilities
• Expanded social media personality analysis
• Advanced governance features
• Cross-chain trading capabilities
• Community-driven strategy development

Core Architecture

1. Frontend

• Built with React + Vite
• Deployed to Vercel
• Features a dashboard for agent creation, management, and listing
• Makes use of Base Onchain components

1. Backend Infrastructure The system relies on four main components:

• XMTP Message-kit for secure agent-commander communication
• Base Onchain AgentKit for executing on-chain actions
• Hyperbolic Models for decentralized AI processing
• Data Service for analyzing Farcaster & social media personalities

1. Smart Contracts

• Implements Commander NFTs (ERC-721)
• Handles agent ownership and trading rights

Technical Requirements

• Node.js 16+
• Python 3.8+
• Docker

Key Features Implementation

Agent Creation

• Risk strategy selection (conservative to degen)
• Personality engineering through custom prompts
• Integration with Farcaster personalities
• Safety controls implementation (exit targets and stop losses)

Agent Interaction

• Integration with Converse App
• Natural language processing for agent communication
• Real-time trading features
• Access control through Commander NFT