Python · MIT
ryanfrigo/kalshi-ai-trading-bot
The honest edge layer for Kalshi prediction markets - an agent-native toolkit (CLI, MCP server, Claude skill) that measures whether you actually beat the book instead of claiming it.
★ 645
Stars
204 forks · 13 open issues
+1.1/day
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
29.0
Momentum / 100
see the breakdown below
15mo ago
Created
last push 8d ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 6.3 | +1.1/day, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 0.0 | last week ran 0.96× the monthly pace |
| Freshness | 15 | 14.5 | last push 8d ago; decays to zero at 180 days |
| Scale | 15 | 8.1 | 645 stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 29.0 | sum of the above |
Detail
| Topics | agentic-aiai-agentsai-tradingautomated-tradingedge-measurementkalshikalshi-apillmmachine-learningmcpportfolio-optimizationprediction-marketspythonquantitative-tradingrisk-managementtrading-bot |
| Matched on | Finance (trading-bot) |
| Short window | +8 stars over 7 days = 1.1/day |
| Long window | +31 stars over 26 days = 1.2/day |
| Lifetime average | 1.38 stars/day over 467 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |