EqualifyEverything / equalify-iris

Resolves the in-progress merge (extraction.ts, orchestrator.ts, sessions.ts) by keeping the single-pass extraction architecture and re-scoping the feedback / verification / regression feature onto it. - agents/page.md (new): the single-pass page prompt is now a first-class, loadable agent (inline default fallback), so it can be verified, trained, and proposed as a contribution PR like the specialist agents. - Build-time source-fidelity verification: extraction verifies each page's HTML against its source image via the Feedback Agent and self-corrects once on failure. Non-blocking — a run never fails if the Feedback Agent is unavailable or unsure. - Iterative feedback: a feedback re-run refines the prior reviewed body through the Reader/Editor loop (with feedback injected) instead of regenerating from the source images, converging across rounds. - Feedback-driven training: corrections from a feedback run become a proposed page.md improvement — an update PR for the library agent (gated by its regression fixtures) or in-place training for a session-built agent. - Regression gating: accepted output is captured as per-agent fixtures (triggering image + accepted HTML) on close; any later agent update is re-run against those fixtures and blocked if it regresses. Files: agents/page.md, agents/feedback.md, src/pipeline/{extraction,feedback, orchestrator,regression}.ts, src/store/paths.ts, src/routes/sessions.ts. All four conflicted files pass `node --experimental-strip-types --check`; no conflict markers remain.