Monitor Kalshi prediction markets for 24h price and liquidity changes.
npx skills add https://github.com/aaronjmars/aeon --skill monitor-kalshi-aaronjmars
Please help me install this Agent Skill. Skill: Monitor Kalshi Source: https://github.com/aaronjmars/aeon/tree/main/skills/monitor-kalshi Command: npx skills add https://github.com/aaronjmars/aeon --skill monitor-kalshi-aaronjmars
This Skill turns raw Kalshi market data into a ranked, decision-ready digest that highlights which prediction markets moved meaningfully over the last 24 hours and why those moves matter.
Run the Monitor Kalshi skill with an empty watchlist and let it discover and notify about the top-volume open events for this run only.
High-intent search queries and answers about installing and using this skill.
To monitor Kalshi prediction markets for meaningful price moves, you need a system that tracks 24h volume-weighted price changes and liquidity shifts. This skill ranks markets by move magnitude and orderbook conviction, filtering noise to highlight actionable events.
Implied probability in prediction market monitoring is the likelihood of an event derived from current market prices. This skill calculates these probabilities and tracks their intraday percentage point changes to identify significant market shifts and actionable trading signals.
You can track liquidity and volatility changes on Kalshi markets by analyzing orderbook spread and depth. This skill uses these metrics to label market conviction, ensuring that only volume-backed moves with sufficient liquidity are prioritized in your daily research digest.
Yes, you can get automated daily market briefs for Kalshi prediction markets by running this skill unattended. It optionally discovers top-volume open events or monitors a configured watchlist, summarizing ranked movers and generating event-level alerts for decision-making.
To filter out noise when tracking prediction market movers, apply suppression gates and cross-day continuation checks against prior memory logs. This skill demotes repeated stories and highlights genuinely new movers by comparing current data with historical change logs.
No, you do not need a predefined watchlist to monitor Kalshi events. This skill can automatically discover and notify you about the top-volume open events for the current run, allowing you to track significant market moves without prior configuration.
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