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Develops stub pages at scale by consolidating scattered brain knowledge (search + backlinks + facts + raw_data) into one grounded gateway.chat call per page. Resumable (op-checkpoint), budget-capped (best-effort under --workers), per-page advisory lock, put_page write-through. CLI + thin-client refuse + Minion handler. Includes codex-review fixes: sanitizeContext neutralizes the <context> envelope delimiters (P1 injection escape); background fan-out idempotency key carries the run fingerprint (P1); post-hoc budget-overage flag via new BudgetTracker.cap getter (P1); checkpoint flush on budget exhaustion (P2). Accepts the documented best-effort in-flight-cancel limitation (D5) with an explicit code note.