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Trading is one of the clearest use cases for AI agents: Markets run 24/7. Data moves fast. Narratives rotate quickly.
But most users cannot track everything, compare signals, and act at the right time. AI agents can help close that gap.
We want to see agents that help users make better trading decisions, with the capability to process market data, detect signals, create strategies, and support on-chain execution on BNB Chain.
Build end-to-end agents that trade on-chain autonomously on BSC. The deliverable is an executable agent that reads markets via CMC, decides, and signs / executes transactions via TWAK, within user-defined rules. It then trades live on BSC during the competition week, scored on real PnL.
Stack used:
Build CMC Skills that generate trading strategies from market data. The deliverable is a backtestable strategy spec, not a live-trading agent. Lower entry bar, no execution layer required.
Stack used:
Closest reference: Quantopian-style strategy generation, adapted to crypto and to LLM-authored skills.
Track 1. Autonomous Trading Agents: Live PnL
Agents trade on a held-out window and are ranked on total return, with a max drawdown cap as a risk gate. Push past the drawdown threshold and you are disqualified, no matter how good the headline number looks. A minimum trade count and simulated transaction costs apply. In short: most profit without blowing up.
Track 2. Strategy Skills and all Special Prizes: Discretionary panel
A panel of technical and ecosystem experts scores submissions on technical execution, originality, real-world relevance, and demo and presentation.
The prize pool from two main tracks adds up to $30,000.
Track 1. Autonomous Trading Agents ($24,000)
Track 2. Strategy Skills ($6,000)
Special Prizes ($6,000)
There’s also $2,000 x 3 partners in prizes up for grabs, for the builds that make the best use of each partner's tool.
A team can win both a main placement and a special. This makes the grand total prize pool of the hackathon to be $36,000.
Top projects and finalists also receive:
To help strong agents go further after the hackathon ends.
Note:
Use the stack from BNB Chain, CoinMarketCap and Trust Wallet to build trading agents across data, strategy, and execution.
Building Resources:
Join our BNB Hack Telegram community: https://t.me/+MhiOLT0YUnlmNWFk
Apply for BNB Hack now: https://dorahacks.io/hackathon/bnbhack-twt-cmc/