Monitor Kalshi prediction markets and rank 24h trading changes into alerts.
npx skills add https://github.com/anajuliabit/aeon --skill monitor-kalshi
Please help me install this Agent Skill. Skill: Monitor Kalshi Source: https://github.com/anajuliabit/aeon/tree/main/skills/monitor-kalshi Command: npx skills add https://github.com/anajuliabit/aeon --skill monitor-kalshi
This Skill turns noisy Kalshi price tables into a decision-focused digest by identifying which prediction markets moved enough, with enough liquidity, to matter over the last 24 hours.
Configure your watchlist in skills/monitor-kalshi/watchlist.md (one event ticker per line) and run the skill to receive a ranked report for the last 24h with alerts for the biggest non-thin-book movers.
High-intent search queries and answers about installing and using this skill.
To monitor Kalshi prediction markets, you can configure a watchlist of event tickers to fetch candlestick deltas and orderbook depth from the Kalshi public trade API, producing a ranked, low-noise digest of 24h trading changes and alerts for significant movers.
Filtering low-liquidity noise from Kalshi market monitoring involves applying suppression and threshold rules to candlestick deltas and orderbook spread data, which demotes small-volume moves and highlights only large, non-thin-book swings as alerts.
Yes, you can generate research alerts for Kalshi markets by estimating conviction using orderbook spread and depth metrics, which calculates an activity-weighted move score to flag large non-thin-book swings and continued movers within an event watchlist.
Candlestick delta calculation for Kalshi market surveillance computes the intraday change in implied probability by fetching 24h trading data from the public trade API, ranking markets by a move score weighted by activity and liquidity signals.
Set up a watchlist for scheduled Kalshi market surveillance by adding one event ticker per line in the configuration file, then run the skill to analyze open markets and receive a ranked report with alerts for the biggest 24h movers.
Continued Kalshi market movers are demoted in monitoring alerts because the noise suppression rules identify and lower the priority of repeats from yesterday, ensuring the digest focuses on new, high-conviction swings rather than ongoing trends.
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