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chronulusai/chronulus

v0.2.8MIT

Teaches your agent to use the Chronulus MCP server (https://mcp.chronulus.com/mcp): binary outcome and multi-outcome prediction with BinaryPredictor and time-series forecasts with the NormalizedForecaster.

predict

Best practices for using the Chronulus MCP server to produce reusable, calibrated probability estimates for high-value, intelligence, and prediction-market-style questions (Kalshi, Polymarket, and similar) in sports, elections, politics, culture, crypto, commodities, climate, economics, mentions, finance, and tech & science. Handles binary markets ("will A beat B?", "will X happen by date D?", "will Y exceed a threshold?") and markets with more than two outcomes: a 3-way soccer line, an ordinal ladder (cut/hold/hike), or an exclusive-winner field (awards, tournaments, multi-candidate races). Use whenever setting up or running Chronulus predictions in Claude.ai or Claude Code. Covers reusing one session + agent per category and bet type, dual-framing (run each question twice with the framing swapped, average the Beta parameters) to cancel order bias, batching, Dirichlet reconciliation, and per-category guides, with detailed sport workflows (football, soccer, tennis, volleyball, basketball, e-sports).

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