A developer created a tool called skiplevel that analyzes transcripts of interactions with Claude Code to generate performance reviews for both the user and the AI. The tool, built using Fable, can identify patterns like frequent affirmations, repeated file reads, user interruptions, and tool call storms. It also flags when the AI approaches sensitive files, providing a deterministic grading system for efficiency, reliability, safety, and composure. AI
IMPACT Provides users with a novel way to analyze and understand their interactions with AI coding assistants.
RANK_REASON This is a user-created tool that integrates with an existing AI model, not a release from the AI provider.
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