A developer has created a free tool to analyze user sessions with Anthropic's Claude Code, based on research published by Anthropic. The tool scores users across six dimensions, aiming to help them understand and improve their AI collaboration effectiveness. The scoring methodology is derived from Anthropic's study of its own engineers, which revealed that better AI collaborators grant more autonomy to the AI, steer less, and tackle more complex problems over time. AI
IMPACT Helps developers optimize their use of AI coding assistants, potentially increasing productivity and the scope of AI-assisted development.
RANK_REASON A third-party tool is built based on research from a primary AI lab.
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