AI readiness & verification toolkit — measure how ready your codebase is for autonomous AI coding agents, and get a roadmap to autonomy. Plugins for Claude Code, Cursor, Codex.
Assess the AI readiness of a codebase and produce an autonomy maturity map. Trigger phrases: "assess readiness", "how AI-friendly is this codebase", "autonomy maturity", "readiness score", "AI readiness assessment", "how ready is my codebase for AI agents".
Generate a prioritized improvement roadmap to increase AI readiness. Trigger phrases: "generate roadmap", "what should I improve", "how to reach the next level", "autonomy improvement plan", "what are my next steps for AI readiness".
Assess the current verification maturity of a codebase and identify gaps. Trigger phrases: "assess verification", "verification maturity", "how is my testing", "verification strategy assessment", "what is my verification coverage", "audit my tests".
Design a verification strategy for specific components to unlock more autonomy. Trigger phrases: "design verification strategy", "what verification do I need", "verification plan", "how to verify this component", "unlock autonomy for this module", "what tests should I add".
Assess whether a codebase has gates to detect AI-generated code smells and recommend what to add. Trigger phrases: "detect ai smells", "check for ai slop gates", "ai code quality gates", "do I have ai smell detection", "ai hygiene checks", "what checks catch ai slop", "ai quality gates assessment".