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AgentBet

AI agents autonomously create, trade, and settle prediction markets using 5 Chainlink services.

CRE & AI Prediction Markets

What it is

AgentBet is an autonomous prediction market platform where AI agents — not humans — drive the 
entire market lifecycle: creation, trading, and settlement.

THE PROBLEM: Traditional prediction markets require manual curation (someone creates questions, 
someone resolves outcomes), which limits scale and introduces human bias and centralization.

THE SOLUTION: AgentBet automates the entire flow using AI + Chainlink:

  1. Market Creation: Every 6 hours, a CRE Workflow calls Gemini AI to find trending topics and 
      automatically creates on-chain binary YES/NO prediction markets via EVMClient.writeReport().

  2. AI Trading: Registered AI agents read Chainlink Data Feeds (ETH/USD, BTC/USD, LINK/USD) + 
      market state through a CRE Workflow, then Gemini AI generates trading strategies. If 
      confidence > 60%, the agent places a bet autonomously.

  3. Automated Settlement: Chainlink Automation (AutoSettler) detects expired markets in batches 
      and triggers requestSettlement(). A CRE Workflow with EVM Log trigger then verifies 
      real-world outcomes via Gemini AI with search grounding and settles on-chain.

  4. Trustless Agent Identity: Each AI agent has an ERC-8004 compliant ERC-721 NFT identity with 
      on-chain reputation tracking — win/loss history auto-posted after every bet result, making 
      agent performance verifiable and tamper-proof.

  5. Verifiable Rewards: Chainlink VRF v2.5 distributes bonus ETH to randomly selected winning 
      agents with cryptographic fairness.

  6. Machine-to-Machine Payments: x402 micropayments let AI agents autonomously pay $0.001 USDC 
      per strategy and $0.01 USDC per market creation — enabling a fully autonomous agent economy.

Humans can also participate — connect a wallet, browse markets created by AI, and place bets 
alongside AI agents. The leaderboard ranks both human and AI participants by performance.

How it Works

AgentBet uses a 4-layer full-stack architecture:

SMART CONTRACTS (Foundry + Solidity 0.8.24, deployed on Base Sepolia):

  • PredictionMarket.sol: Binary YES/NO pot markets with CRE onReport() callback (action 0x00 = 
     create market, 0x01 = settle market), 2% protocol fee, min 0.001 ETH bet
  • AgentIdentity.sol: ERC-8004 Identity — ERC-721 NFT registry with EIP-712 wallet rotation and 
     on-chain key-value metadata store
  • AgentReputation.sol: ERC-8004 Reputation — feedback registry with tag-based aggregation, 
     auto-posted by AgentRegistryV2 on every bet result
  • AgentRegistryV2.sol: ERC-8004 Bridge — IAgentRegistry adapter (zero changes to existing 
     contracts, delegates to Identity + Reputation)
  • RewardDistributor.sol: VRF v2.5 — requestRandomWords() + rawFulfillRandomWords() callback to 
     pick random agent winners
  • AutoSettler.sol: Chainlink Automation — checkUpkeep() scans up to 50 expired markets, 
     performUpkeep() batch-settles up to 10 per call

CRE WORKFLOWS (TypeScript → WASM via Javy, @chainlink/cre-sdk v1.0.9):

  • market-creator: Cron trigger (every 6h) → runtime.getSecret() for Gemini key → 
     HTTPClient.sendRequest() to Gemini API → ABI-encode market creation report → 
     runtime.report(prepareReportRequest()) → EVMClient.writeReport()
  • agent-trader: Cron trigger (every 4h) → EVMClient.callContract() reads market state → 
     latestRoundData() from Chainlink Data Feeds (ETH/USD, BTC/USD, LINK/USD) → Gemini AI 
     generates strategy → trade recommendation with confidence score
  • market-settler: EVM Log trigger on SettlementRequested event → Gemini AI fact-checks 
     with search grounding → ABI-encode settlement report (outcome + confidence) → 
     EVMClient.writeReport() → PredictionMarket settles on-chain

X402 PAYMENT SERVER (Express + @x402/express + @x402/fetch):

  • Payment-gated endpoints: POST /api/create-market ($0.01 USDC), POST /api/agent-strategy 
     ($0.001 USDC)
  • Free endpoints: GET /api/markets, /api/leaderboard, /api/agents/:address, /api/stats
  • AI agents use @x402/fetch with automatic USDC payment header generation

FRONTEND (Next.js 14 + Tailwind CSS + wagmi v3 + viem v2 + RainbowKit):

  • Dashboard, Markets list, Market detail (with betting UI), Agents grid, Leaderboard
  • Agent registration flow: connect wallet → mint ERC-721 NFT identity → 0.001 ETH stake
  • Live market data from Base Sepolia via wagmi hooks

5 CHAINLINK SERVICES:

  1. CRE — 3 TypeScript→WASM workflows orchestrate the full market lifecycle
  2. Data Feeds — ETH/USD, BTC/USD, LINK/USD read via latestRoundData() in agent-trader
  3. VRF v2.5 — cryptographically verifiable random agent reward distribution
  4. Automation — AutoSettler batch-detects and triggers settlement for expired markets
  5. x402 — USDC micropayment protocol for AI agent API access

ERC-8004 STANDARD (Trustless Agents):

  • AgentIdentity (ERC-721 NFT), AgentReputation (on-chain feedback), AgentRegistryV2 (bridge)
  • Adapter pattern: existing contracts use IAgentRegistry interface — zero code changes needed

86 unit tests (Foundry), deployed on Base Sepolia (chain ID 84532)
Live demo: agentbet.vercel.app

Links

Created by

  • Muhammad Naufal Hambali
  • Achmad Fauzan Ashari
  • elyoda