Demo: raise Results-to-show slider max to 100

Demo: surface demoted traps + their rank (they sink below the visible list)

Demo: size results grid to show all selected rows

Demo: light/dark consistency; drop submission.csv note

Demo: bare icon theme toggle + consistent light-mode uploader

Demo: icon-only sun/moon theme toggle

Dark theme default + light/dark toggle

Add role-responsive 'Strong fits' metric

Role selector: add Custom JD option

Deploy JD-adaptive ranker + role selector + enriched sample (fix nested copy)

JD-adaptive ranker + role selector + enriched sample

Clean bytecode

Redrob ranker demo - full hybrid bge-small (Docker/Streamlit)