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1 change: 1 addition & 0 deletions README.md
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Expand Up @@ -78,6 +78,7 @@ Oddpool aggregates cross-venue prediction market data across platforms like Poly
- [Simmer](https://simmer.markets) — The agent harness for trading Polymarket and Kalshi autonomously. Bring your own agent (OpenClaw, Hermes, etc.), plug in remixable strategy skills, and add self-improving loops that learn from real outcomes. Paper trade with $SIM or graduate to live capital. Verified Polymarket builder. [Open-source SDK](https://github.com/SpartanLabsXyz/simmer-sdk).
- [TurbineFi](https://turbinefi.com) — AI-powered algorithmic trading platform for prediction market trading on Kalshi and Polymarket, enabling users to build, backtest, and deploy thousands of automated trading bots in seconds. Combines trading strategy backtesting, prediction market analytics, and financial trading automation with AI-powered trading tools that generate, optimize, and execute strategies — including arbitrage trading strategies, market-making, and event-driven systems — without writing a single line of code.
- [oracle3](https://github.com/YichengYang-Ethan/oracle3) — Autonomous trading agent for Kalshi, Polymarket, and Solana DFlow with Wang Transform pricing (calibrated on 291k resolved contracts, λ̂ = 0.183), eight constraint-based arbitrage strategies, hierarchical MLE, and Kelly-sized execution. Apache 2.0; backed by SSRN working paper.
- [TraderBear](https://trader-bear.com/) — Paper-first AI trading agent and virtual pet by [Awesome Bears](https://awesome-bears.com/) for prediction markets. It turns plain-English research and trading goals into explicit strategies and simulated trades; live execution remains locked behind sustained qualification and user-set approval or direct-execution permissions.

## 🧩 APIs

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