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Add Jupyter Book add-ons (tabs, cards, Mermaid, OpenGraph, sitemap, last-updated) #344

Description

@mmshad

Enable a set of Jupyter Book add-ons to improve navigation, diagrams, and link sharing across the handbook.

  • Tabbed content: group alternative instructions (for example, data transfer methods) into tabs so readers see one path at a time.
  • Card grid: add visual navigation cards, such as section links on the homepage.
  • Mermaid diagrams: render flowcharts from text, such as SLURM job dependency chains.
  • OpenGraph tags: generate rich link previews when handbook pages are shared.
  • Sitemap: produce a sitemap.xml to help search engines index the site.
  • Last-updated footer: show each page's last update date from git history.

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