Agents / Trading Agents

OpenThomas

An autonomous AI agent that forecasts station temperatures and trades weather markets on Kalshi and Polymarket, with paper trading, risk limits, and public performance tracking.

Clear27/30
Useful28/30
Specific18/20
Complete13/20
OpenThomas screenshot

Why it was accepted

The page clearly presents a live AI trading agent with a specific use case: forecasting weather markets and executing trades on Kalshi and Polymarket. The repository description includes concrete functionality, setup commands, paper trading defaults, risk controls, and an explanation of the strategy and market focus, which is enough for a useful public listing.

Weakness

The snapshot does not show documentation depth beyond the README excerpt, so a visitor cannot fully tell how the model pipeline, exchange integration, and deployment flow are organized in practice. It also does not show screenshots, benchmarks beyond the cited narrative, or a concise quickstart for first-time users.

Review status

just now #229 ↑ +2

Last evaluated just now. Current rank #229. Up 2 spots in the rankings.

Score history

86

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