Trading Analytics / RESEARCH PROFILE
Kalshi Bot Toolkit
An MIT-licensed Python library for Kalshi public market data, fee-aware calculations, fractional Kelly sizing and structural mispricing research.
Source check
Oct 8, 2026
The overview
Public source repository and documented installation. Python library; public market data reader requires no Kalshi API key. Order placement is explicitly outside the library’s scope; a user must implement separate signed execution if needed. Owned by the publisher of Prediction AI Tools. Listed with the same source and disclosure standards as other products.
- Company
- Not yet verified
- Founded
- Not yet verified
- Product launch
- Not yet verified
- Headquarters
- Not yet verified
- Founding team
- Not yet verified
- Product status
- Not yet verified
Company founding and product launch are different events. Dates show only the precision supported by a source.
What is documented about AI?
The toolkit provides deterministic math and a public-data reader. Users supply their own probability estimates; no AI model or generated probability feature is documented.
“No AI documented” means the checked sources do not establish an AI feature. It does not prove that the product uses no AI.
Pricing & access
Free open-source software under the MIT license. Self-hosted use, engineering and data assumptions remain the user’s responsibility.
Platforms: python, cli
The source record2
Primary-source documentation reviewed. Same owner as this directory; this is not an independent product test. Founders and launch dates were not established.
- Checked Oct 8, 2026
- Checked Oct 8, 2026