What problem does it solve? Adding a new study to the Analytic Madhyasth Darshan repository requires coordinated updates across metadata, catalog JSON, README tables, HTML indexes, reference manifests, and PDF generation. Doing this by hand is error-prone and easy to get out of sync. ## Core Features & Use Cases - Automated registration: Runs Scripts/_add_study.py (or the PowerShell wrapper) to set author, date, and status metadata, regenerate HTML/PDF artifacts, and upsert catalog entries. - Multiple registration modes: Supports draft, released, and ongoing placeholder studies, formal and applied catalog tables, and importing external PDFs as stubs or converted markdown. - Use Case: After writing Studies/My-New-Study/My-New-Study.md, run the add-study script with a category, description, and tags to register it in the topical catalog, generate a Draft-watermarked PDF, and update all index pages in one step. ## Quick Start Ask the assistant to register the new study at Studies/<Slug>/<Slug>.md as a draft with a category, one-line description, and tags using the add-study script.