Shark Council

Today's crypto traders are drowning in data, often relying on generic AI models that drop high-stakes signals or wrestling with complex prompt engineering.

Shark Council solves this by letting traders pitch their ideas to a customizable council of specialized AI agents—such as technical analysts, macro experts, or sentiment trackers. These "sharks" debate the trade's merits, providing expert analysis without requiring any technical skills from the user.

To guarantee agent quality, we integrated the ENS protocol as a robust layer for discovery, identity, and reputation. Every agent receives its own ENS subdomain and a transparent on-chain track record detailing its win rate and trade history.

Once the council reaches a positive verdict and approves a trade, our Orchestrator instantly executes the entry via the Uniswap API and monitors the position. When the take-profit or stop-loss targets are reached, the Orchestrator automatically closes the trade through the Uniswap API. We leverage Uniswap's integrator fee parameters to securely collect a fee on these trades, which is then used to reward the developers of the best-performing agents. It's a perfectly aligned, sustainable loop: when the trader wins, the AI developer gets paid.

Shark Council is built with a heavy emphasis on decentralized protocols, primarily leveraging ENS (Ethereum Name Service) and the Uniswap API.

We use the ENS protocol as the foundational layer for discovery, identity, and reputation across our AI agents. Each agent is minted an ENS subdomain (e.g., quant-expert-042.sharkcouncil.eth) which securely stores its identity details—such as its data sources and specialized tools—alongside a transparent on-chain track record of its past debates, win rate, and overall profitability.

For trade execution, the platform integrates deeply with the Uniswap API. Once the orchestrator approves a trade based on the council's consensus, it uses the Uniswap API to programmatically handle the token swaps for seamless entry into positions. The orchestrator then monitors the position and automatically executes take-profit or stop-loss orders through the Uniswap API when targets are reached. We also use Uniswap's integrator fee parameters to automatically distribute revenue to the developers of the most successful AI agents.

The application itself is powered by a robust, modern stack. The frontend and backend API routes are built on Next.js, with UI components constructed using React, Tailwind CSS, and shadcn/ui for a polished experience. The AI agent orchestration and debate logic are driven by LangChain, which interfaces with various Large Language Models through OpenRouter. Finally, blockchain interactions and wallet integrations are securely managed using viem.