Skill UI

This skill provides a granular, session-by-session view of total accumulated costs. It lists metrics such as start time, message count, top model, and total cost for every recorded conversation. This is ideal for identifying which specific sessions consumed the most resources, which is crucial for project retrospectives and evaluating the sustainability of current session patterns.

Transforms complex raw campaign data and performance metrics into a cohesive, executive-level QBR presentation. This tool structures performance retrospectives, identifies root causes for underperformance, quantifies ROI, and develops data-backed strategic recommendations for the next quarter. Ideal for client reviews, leadership updates, and strategic planning sessions.

Provides comprehensive methodological guidelines for designing rigorous studies in public policy and marketing. The framework covers both prospective (e.g., realistic experiments) and retrospective (e.g., DiD, RDD) evaluation designs, emphasizing the necessity of establishing a strong counterfactual basis and ensuring policy relevance in data collection and analysis.