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Two Phase-2 swarm upgrades: - auto.go: GADFLY_SPECIALISTS=auto routes the review — a selector model (GADFLY_SELECTOR_MODEL, else the review model) reads the changed files + PR description and picks the smallest relevant lens set from the catalog, and may propose ad-hoc lenses for gaps (e.g. migrations). Structured output via majordomo.Generate[T]; capped + de-duped; falls back to the default suite. - delegate.go: GADFLY_WORKER_MODEL adds a delegate_investigation tool so the reviewer offloads mechanical legwork (trace callers, gather usages) to a cheap worker sub-agent that returns an evidence-cited digest — the top model reasons over summaries, not raw file dumps. Workers get an fs-only toolbox (no sub-delegation). Unset = off. resolveSpecialists now also returns the registry + an auto flag. Docs (README Specialists + config table, CLAUDE.md, main.go header) + tests updated. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>