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Eric's observation: cleaning up raw reads happens BEFORE resolve, but the app ordered Review ahead of Catalog and never said proofreading was a step at all. The pipeline has two human checkpoints — proofread the reads (after extract), decide the matches (after resolve) — and now the app says so: the sidebar runs Pipeline, Photos, Titles, Review, Queue, Library, Help in true workflow order; the Titles page (né Catalog — the old name suggested a finished collection, which is the Library's job; /catalog redirects) gets a badge counting unresolved shaky reads; an edit marks its entry human-verified so the badge drains as you proofread; the extract stage card nudges toward the proofread before resolving; and the Help flow is rewritten as six stages + two checkpoints with the loop called out. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_016jXZFSTZQKzAC8fqpWSz9g