Define quality gates and pass criteria

Define quality gates (write/commit/CI/ship) and evidence ladder for all tests

Meta-framework that unifies how TDD, E2E, benchmark, and audit spokes define what done means and route failures to earliest gate

• · test output
• · measurement baseline

• · pass@k score
• · evidence classification

Tests deterministic or pass@k methodology applied

• · Single green run claimed as pass
• · Evidence ladder skipped (asserted instead of measured)
• · Same model writes and reviews (blind-spot correlation)

• · Four-gate model (write/commit/CI/ship)
• · Evidence ladder (asserted→ran→tested→measured→reproduced)
• · pass@k discipline for stochastic tasks