Based Agents
Build & trade AI agents with unique personalities! Create autonomous traders that learn from Farcaster influencers like @vitalik. As a Commander NFT holder, you control your agent's on-chain decisions. Conservative or degen - you choose the strategy!
Demo
About
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 2. 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
How it's made
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 2. 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 3. 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