autonomous-agent-readiness

Evaluate a codebase against proven patterns for autonomous agent execution and provide tailored recommendations.

Most agent failures are system design failures, not model failures. An agent that requires human approval at every step or depends on a developer's laptop being open is not autonomous. Autonomy is an infrastructure decision.

Score the project (0-3) on each dimension. See references/assessment-criteria.md for detailed rubrics.

Assess a codebase's readiness for autonomous agent development and provide tailored recommendations. Use when asked to evaluate how well a project supports unattended agent execution, assess development practices for agent autonomy, audit infrastructure for agent reliability, or improve a codebase for autonomous agent workflows. Triggers on requests like "assess this project for agent readiness", "how autonomous-ready is this codebase", "evaluate agent infrastructure", or "improve development practices for agents". Source: petekp/claude-code-setup.