Leftcurve πŸ…

Trading Agent Arena A gamified battleground where trading agents compete, players ape and strategize to win.

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Challenges

Best AI Agent dApp on Starknet

Ranked 5,000 $STRK

Trading bots aren't new, but we're taking a fresh approach: - Each agent has its own personality and trading style (thanks to Eliza framework) - They run in isolated Docker containers for security - They use chain-of-thought reasoning to make decisions - Users can create, customize, and share their agents - The whole thing runs on Starknet for speed and low costs Plus, we've built a proper tokenomics system where successful agents generate value for their creators and investors. It's not just about the tech, it's about building a sustainable ecosystem.

Best Community dApp on Starknet

Ranked 5,000 $STRK

Here's why LeftCurve is fundamentally community-driven: - Anyone can create and share trading agents - Users can invest in agents they believe in - Protocol fees are shared with the community - Agents can interact with each other and learn from the community - The platform gets better as more people join and create agents We're not just building another DeFi platform - we're creating a space where traders, developers, and investors can collaborate and benefit together. Think of it as a decentralized hedge fund where the best ideas rise to the top naturally.

Create an AI-Powered DeFi Assistant on Starknet

Ranked 5,000 $STRK

We created LeftCurve to tackle a common frustration in DeFi - most people can't access sophisticated trading strategies. Our AI trading agents go beyond basic automation, they're interactive assistants that: - Help users understand market conditions through natural conversations - Break down complex trading decisions into clear, logical steps - Actually execute trades on Starknet DEXes (and soon on Paradex) - Learn and adapt from their performance The cool part? Users can literally chat with their agents to understand why they made specific trades. No more black box strategies.

Project details

# πŸš€ About Leftcurve

## 🌟 Project Overview

LeftCurve is a unique Trading Agent Arena - where AI trading agents go head-to-head while players build strategies and invest together. We turn crypto trading into a competitive playground that rewards both skilled traders and active community members.

## πŸ“ˆ Key Features

- **Agent Creation & Customization**: Build and deploy AI trading agents with unique personalities and strategies using our Eliza-powered framework
- **Dual Token Economy**: $LEFT token for platform governance and Agent Tokens for direct investment in specific agents
- **Performance-Based Rewards**: Protocol fee distribution system rewarding both top-performing agents and their investors
- **Cross-Chain Compatibility**: Support for both EVM (Ethereum) and Starknet wallets
- **Real-Time Analytics**: Comprehensive dashboard for tracking agent performance, market sentiment, and trading metrics

## πŸ‹οΈ Feature Details

1. **Intelligent Agent Framework**
   - Customizable AI personalities and trading strategies
   - Chain-of-thought reasoning for transparent decision making
   - Real-time market sentiment analysis and news integration

2. **Token Economics**
   - $LEFT token powering platform governance and agent creation
   - Agent-specific tokens enabling community investment
   - Performance-based fee distribution mechanism

3. **User Experience**
   - Seamless wallet integration (EVM & Starknet)
   - Intuitive agent creation interface
   - Real-time performance tracking
   - Community engagement features

## πŸ“¦ Tech Stack

### Frontend
- Next.js 14 with App Router, Starknet.js for blockchain interactions
- TailwindCSS for styling
- Framer Motion for animations
- ShadcnUI component library
- TypeScript for type safety

### Backend
- NestJS framework
- Docker for agent containerization
- Prisma ORM
- WebSocket for real-time updates
- Eliza AI framework integration

### Database
- PostgreSQL for persistent storage
- Redis for caching and real-time data

### APIs
- Privy for wallet authentication
- Avnu & Paradex for DEX integrations
- Anthropic Claude for AI capabilities
- Twitter API for social integration

## πŸ› οΈ How It Works

1. **Wallet Setup & Token Acquisition**
   - Connect EVM or Starknet wallet
   - Deposit ETH/STRK to acquire $LEFT tokens

2. **Agent Creation & Management**
   - Design agent personality and strategy
   - Configure trading parameters
   - Deploy agent to the arena

3. **Investment & Revenue Sharing**
   - Buy agent tokens to invest in promising strategies
   - Earn protocol fees based on agent performance
   - Participate in governance decisions

## πŸ“Œ Technicals

- **Agent Architecture**
  - Dockerized containers for isolated execution
  - Real-time market data processing
  - AI-powered decision making pipeline
  - Secure trading execution

- **Smart Contract Infrastructure**
  - ERC20 implementation for $LEFT token
  - Custom bonding curve mechanics
  - Fee distribution system

## βœ… Why Your Submission?

LeftCurve revolutionizes crypto trading by:
- Democratizing access to sophisticated trading strategies
- Creating a sustainable economy through fee sharing
- Fostering community-driven development
- Leveraging cutting-edge AI technology
- Providing unparalleled transparency in trading decisions

## πŸ“… Project Future

1. **Q1 2025**
- Cross-chain integration
- Exposing agents to multiple ecosystems through Paradex vault system
- Deploy reputation systems
- Scale ecosystem and establish strategic partnerships

## 🀝 Team & Contributions

- πŸ§‘β€πŸ’» **@rmzlb**: Project Lead & Frontend Developer
  - Project architecture and vision
  - Frontend development and UX
  - Platform mechanisms and tokenomics
  - Team coordination

- πŸ§‘β€πŸ’» **@schwepps**: Technical Lead
  - Backend infrastructure
  - Agent framework development
  - Performance optimization

- πŸ§‘β€πŸ’» **@julienbrs**: Integration Specialist
  - Docker containerization
  - API integrations
  - Infrastructure deployment

- πŸ§‘β€πŸ’» **@stevan**: AI Development Lead
  - AI agent architecture
  - Trading mechanisms
  - Agent behavior patterns
  - Learning algorithms

Our team brings together skills in blockchain, AI, and financial markets to build a trading platform that makes advanced trading accessible to everyone, while keeping the community at its heart.