Would you want Claude to score your AI fluency?

Anthropic is reportedly testing a personal AI Fluency scorecard inside Claude that analyzes how well we collaborate with AI and gives feedback on our habits.

• A score based on 11 user behaviors

• Looks at chats, Claude Code, and Cowork sessions

• Measures things like goal clarity, tone, format, examples, iteration, and fact-checking

• A push toward treating AI use as a learnable skill

• Personal feedback loops built directly into the tool

• More focus on how humans prompt, refine, and verify AI outputs

• A possible preview of where AI education and automation training are headed

• Helpful for teams trying to standardize better AI workflows

• Also raises questions about privacy, scoring, and how much tools should evaluate us

I like the idea of AI tools helping us improve how we work with them, especially because better delegation and better review are huge in automation. But I’m also curious how you guys would feel about Claude analyzing your past conversations to score your AI habits.

Would you use something like this to improve your prompting and workflow design, or would it feel a little too much like being graded by your own assistant?

Read the full article here: https://www.testingcatalog.com/anthropic-to-introduce-personal-ai-fluency-scorecard-in-claude

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