This skill transforms a conference theme map into a precise user preference profile. Instead of tedious surveys, it uses a Bayesian-inspired approach to represent interests as uncertainty regions and asks the single most informative question at each step to shrink that uncertainty.
Use this skill when you need to personalize a conference schedule for an attendee. It is ideal for deciding which sessions to recommend or for determining scheduling priorities based on a user's actual choices between contrasting talks.
Optimized for interactive agents (e.g., Claude) that can maintain a conversation with a human user to elicit preferences in real-time.
This skill has not been reviewed by our automated audit pipeline yet.
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