About

Turn AI coding from individual habit into engineering capability.

AI Maturity Scanner focuses on reusable, reviewable, and maintainable AI collaboration assets in a repository: instructions, skills, agents, commands, MCP configuration, and specs.

Local first

Scanning happens on your machine. No code upload, server, database, or login required.

Engineering lens

The score measures repository-level collaboration assets, not personal AI proficiency.

Continuous improvement

Teams can use JSON or Markdown reports to track AMI across repositories and phases.

Explore more vibe coding metrics

For more vibe coding metrics, team insights, and improvement trends, continue to vibeinsight.

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