What it is
Multi-agent crypto research and paper-trading framework that routes LLM trade ideas through a deterministic risk gate before any simulated execution. Run crypto market analysis with specialized LLM agents, produce structured LONG/SHORT/NO_TRADE proposals, and paper-trade only after deterministic risk checks approve them.
Key results
- Uses only Hyperliquid public Info API; no auth or wallet credentials
- Supports LONG, SHORT, and NO_TRADE; NO_TRADE is never converted to a fill
- Offline crypto unit tests use fixtures/mocks and must not hit the network
Shows LLM trading research can be constrained by a deterministic approval layer and kept fully paper-only.