Based Agents

Screenshots

Problem Statement

AI Agent Builder & Marketplace: A Comprehensive OverviewWhat 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 ComponentsAgent Creation SystemCustomizable Risk ProfilesUsers can select from multiple risk levels (conservative to "degen")Each profile comes with pre-configured trading parametersCustom risk settings available for advanced usersPersonality EngineeringAgents can be trained on specific Farcaster personalitiesLearning algorithms analyze posting patterns, trading behavior, and market sentimentCustom prompts allow fine-tuning of agent behavior and decision-makingSafety MechanismsBuilt-in stop-loss functionalityAutomated position closing at target pricesRisk management protocols to prevent catastrophic lossesInteractive FeaturesNatural Language InterfaceDirect communication with agents through Converse AppReal-time trading suggestions and market analysisQuery historical decisions and performance metricsCommander NFT SystemERC-721 tokens represent ownership of agentsOnly token holders can modify agent parametersTradeable on secondary marketsGovernance rights over agent behaviorUse CasesPassive TradingSet up agents to manage portfolios automaticallyImplement complex trading strategies without active managementStrategy DevelopmentTest and refine trading approachesLearn from successful traders through agent personality modelingAsset ManagementDelegate trading decisions to AI agentsMaintain control through Commander NFT ownershipTrading Strategy MarketplaceBuy and sell successful agent configurationsTrade Commander NFTs for profitFuture PotentialIntegration with additional blockchain networksEnhanced AI models and learning capabilitiesExpanded social media personality analysisAdvanced governance featuresCross-chain trading capabilitiesCommunity-driven strategy development

Solution

Core ArchitectureFrontendBuilt with React + ViteDeployed to VercelFeatures a dashboard for agent creation, management, and listingMakes use of Base Onchain componentsBackend Infrastructure The system relies on four main components:XMTP Message-kit for secure agent-commander communicationBase Onchain AgentKit for executing on-chain actionsHyperbolic Models for decentralized AI processingData Service for analyzing Farcaster & social media personalitiesSmart ContractsImplements Commander NFTs (ERC-721)Handles agent ownership and trading rightsTechnical RequirementsNode.js 16+Python 3.8+DockerKey Features ImplementationAgent CreationRisk strategy selection (conservative to degen)Personality engineering through custom promptsIntegration with Farcaster personalitiesSafety controls implementation (exit targets and stop losses)Agent InteractionIntegration with Converse AppNatural language processing for agent communicationReal-time trading featuresAccess control through Commander NFT