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Machine-checked Lean 4 proofs for "From Recursive Scaffolding to Admissibility-First Construction: Mechanism, Stability, and Failure-Mode Decomposition on OOLONG-Pairs" — filter recall preservation, oracle construction sufficiency, endpoint-factorization insufficiency, and pair-precision amplification under independence.