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degen8ball

AI agent for crypto trading.

About degen8ball​

Degen8Ball operates as an autonomous AI agent that analyzes market trends, executes trades, and manages portfolios across decentralized exchanges. Its primary services include:

  • Memecoin trading strategies leveraging real-time social sentiment analysis
  • NFT market arbitrage using historical price patterns and rarity metrics
  • Cross-chain liquidity optimization across Solana, Manta, TON, and EVM chains
  • Risk-managed position sizing with dynamic stop-loss protocols

As the first AI agent to trade NFTs within the ElizaOS ecosystem, it addresses critical gaps in automated digital asset management while maintaining compatibility with high-risk/high-reward trading styles prevalent in Web3 markets.

Technology​

Stack:

  • Built on ElizaOS's TypeScript framework with Rust smart contracts
  • Integrates Phala Network's confidential computing for strategy security
  • Utilizes Hyperbolic's Proof of Sampling (PoSP) for verifiable inference
  • Combines Llama-3-405B for narrative analysis with lighter Mistral-7B for real-time execution

Technical Approach:

  1. Scrapes social platforms (X, Discord, Telegram) for alpha signals
  2. Processes on-chain data through EigenLayer-powered validators
  3. Generates trade proposals using Monte Carlo simulations
  4. Executes via MEV-protected transactions on Serum DEX

Key Innovation:
Self-modifying codebase that adapts trading parameters based on performance feedback loops, reducing dependency on manual strategy updates.

Key Features​

  • 🎯 Real-time Event Tokenization
    Automatically creates tradable assets from trending topics within 90 seconds
  • 🔗 Multi-Chain Liquidity Router
    Aggregates order books across 8+ chains for optimal price execution
  • 🛡️ Anti-rugpull Detection
    Scans contract bytecode and developer wallets for malicious patterns
  • 📈 Reflexive Market Maker
    Deploys temporary LP positions during volatility spikes
  • 🤖 Personality Cloning
    Mimics trading styles of successful degens through LLM fine-tuning
  • 🕵️ Stealth Trade Obfuscation
    Masks large orders across dummy wallets and dark pools

Integration with Eliza​

Degen8Ball operates as a certified ElizaOS plugin available through the Agent Marketplace, featuring:

Technical Synergies:

  • Shares reputation scores with Eliza's trust engine
  • Borrows liquidity from Eliza's cross-chain reserve pools
  • Utilizes shared oracles for unified price feeds

Joint Use Cases:

  1. Users delegate ETH to Eliza's vault, which automatically allocates portions to Degen8Ball's highest-conviction plays
  2. Eliza agents hedge Degen8Ball's risky positions through inverse ETF smart contracts
  3. Combined KYC/DeFi credit scoring enables leveraged trading with pooled collateral

Recent Developments​

  • Q1 2025: Launched ERC-6551 compatibility for NFT fractionalization strategies
  • March 2025: Integrated FHE (Fully Homomorphic Encryption) for private order routing
  • April 2025: Partnered with Tensor to dominate Solana NFT arbitrage markets
  • Roadmap:
    • Q3 2025: On-chain prediction markets for trading strategy effectiveness
    • Q4 2025: Physical-backed memecoin index (PEPE, WIF, BONK)

Market Position​

Competitive Edge:

  • 37% faster strategy iteration vs. rival agents like DegenSpartanAI
  • 83% lower gas costs through ElizaOS's batch transaction compiler

Key Partnerships:

  • Tensor Protocol: NFT liquidity infrastructure
  • Meteora DLMM: Dynamic liquidity management
  • Kongregate: Gamified trading tournaments

Adoption Metrics:

  • Manages $4.7M in TVL across 12,300 wallets
  • Processes 2,100+ daily trades on primary Solana pair (8BALL/SOL)
  • 89% accuracy rate on 24-hour price predictions for tracked assets

Website | Documentation
Agent Marketplace | GitHub Module
Live Trading Dashboard