AI product

Skill Doctor

Skill Doctor is a runnable skill for Claude Code, Codex, and similar single-player agent setups. It collects past agent conversations, including transcripts, tool calls, and outputs, evaluates them in batches using rubrics such as redundant tests, verbosity, code quality, and efficiency, and produces a report card with suggested changes to skills and configuration. It is presented as part of a self-improvement workflow in which a daily agent identifies recurring failures and can propose fixes through pull requests.

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What Skill Doctor is used for

1 use taken from transcripts — each links to the moment in the video.

  • A skill you can run on your own single-player setup (Claude Code, Codex, etc.) that crawls through all of your past agent conversations, grades them in batches across rubrics like efficiency and code quality, and produces a report card with suggested changes to your skills and configuration.

Videos mentioning Skill Doctor

1 in the library.