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Stop your AI from shipping half-baked code. A disciplined senior-engineer workflow — spec → plan → build → prove → polish → review → seal — with persistent on-disk feature state, Spec Drift Guard, AFK safety rails, a browser-proof ladder, and anti-AI-slop review agents that refuse to claim "done".
Claude Code agent skill: 10 rules as active decision gates. 8 commands, 3-layer learning, developer profile with cross-project blind spot tracking. AI writes code right, not just fast.
A human-AI consensus protocol and engineering constraint specification, defining transparent traceable AI reasoning, anti-hallucination rules and safe code modification governance.
Claude Code plugin generating engineering rules, architecture contracts, anti-pattern catalogs, and validation tests adapted to any project stack. Part of the FX Studio AI cross-platform suite.