HADES AI support - seeking input

Hi, I have prototyped AI-supported shells for the HADES incidence rate analysis and CohortMethod. Below is a series of videos that show an entire study design using the shell with new tools for executing Strategus specs after design and interacting/exploring with the output a bit. This is not meant to replace the Shiny apps for Hades but rather help with design. Please let me know your thoughts on the direction and functionality you see.

VIDEO: Overview of Study Agent for AI-Assisted Real-world evidence generation

VIDEO: AI-assisted Real-world evidence - Study Agent and R part 1 - Strategus Cohort Method overview, study intent, phenotype selection, and interactive runner shell intro

VIDEO: AI-assisted Real-world evidence - Study Agent and R part 2 - inspect cohorts and initiate keeper concept set

VIDEO: AI-assisted Real-world Evidence - Study Agent and R Part 3 - Keeper concept set run and inspection

VIDEO: AI-assisted Real-world evidence - Study Agent and R part 4 - case review (Keeper)

VIDEO: AI-assisted Real-world evidence - Study Agent and R part 5 - diagnostics and cohort method

note that the original post had the wrong link for the 5th video - corrected now in the post and this is the correct one: VIDEO: AI-assisted Real-world evidence - Study Agent and R part 5 - diagnostics and cohort method