Field notes

2,343 notes from my AI research vault, mapped by topic. Pick a topic to see its notes, or search.

Notes on github

4 notes

  1. GitSkills: A Dataset of Agent Skills on GitHub

    Source note · Aug 11, 2026 · natural language processing, github

    Researchers present GitSkills, a dataset containing over 3 million skill files for language-model agents found in public GitHub repositories in July 2026. The dataset retains every file occurrence with its repository…

  2. GitSkills: A Dataset of Agent Skills on GitHub

    Source note · Aug 11, 2026 · ai, machine learning, github

    The paper introduces GitSkills, a dataset of 3,797,117 SKILL.md files collected from public GitHub repositories in July 2026. The dataset retains every file occurrence with its repository, path, and content hash. It…

  3. Early Adoption of Agentic Coding Tools by GitHub Projects

    Source note · Jul 15, 2026 · github

    The paper investigates the adoption and management of agentic coding tools in GitHub projects. It reveals that while some projects have intensive adoption, most generate only a few agentic pull requests per three…

  4. Industry Classification of GitHub Repositories Using the North American Industry Classification System (NAICS)

    Source note · Jul 7, 2026 · github

    Researchers have developed NAICS-GH, a corpus of 6,588 GitHub repositories labeled with industry sectors according to the North American Industry Classification System (NAICS). The labels are generated using a pipeline…

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