Weekly needs-followup-triage run completed cleanly.

Archived 82 reversible routine items, reduced the live Needs Follow-up backlog from 337 to 255, and left zero remaining auto-archive candidates.

Largest remaining clusters: Litify /(general) 36, Web Design /(general) 30, Operations / Briefings / Session Logs 16, Operations /(general) 13, Operations / Repo / Git Health 12, SEO / Programmatic SEO 12, Operations / File Cleanup / Dedup 11.

Suggested follow-up is classifier tuning and a cloud-backed version of the routine, not broader auto-closing.