Pre-spec steering layer for AI coding agents — capture product intent, invariants, and decision criteria before implementation, hand off to spec-driven workflows, observe intent drift (warn-only), and write learnings back to keep intent and code aligned.

Evidence-based engine for detecting intent drift in AI-assisted software development. Pluggable providers, weighted scoring, and explainable alignment reports.

Local deterministic CLI for flagging drift between human intent, agent plans, and proposed actions.