overview
What you need to know
Definition What is it?
Quick checks and heuristic tests applied to a slide / deck (squint test, headline test, sinatra test, so-what test, one-idea rule).
5 fields pending DB enrichment
These columns either grow organically as the pipeline observes the canon entry in real slides, or need manual enrichment in the source-of-truth DB. Surfaced here for transparency.
when_to_usewhy_it_workssignalsantipatternbody_doc_id