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A Python stdlib-only scaffold that turns AI-assisted development into verified engineering: structured task briefs, evidence bundles, risk levels L0–L4, and active quality gates (interface contracts, test quality, time allocation). Conversation discovers intent; artifacts control implementation; evidence controls acceptance.