Flow Prime is a comprehensive assessment tool designed to bridge the gap between human-centric codebases and agent-ready environments. By scanning your project across 8 pillars and 48 specific criteria, it identifies why AI agents might struggle—such as missing CLAUDE.md files, undocumented environment variables, or broken test commands. The skill uses 9 parallel AI scouts for rapid analysis, providing a maturity score and offering interactive remediation for agent-readiness gaps while reporting on production-level concerns like security and observability. It ensures your environment is optimized for autonomous operation, reducing the 'friction cycles' that waste time and compute.
