Skill Bundles

    Read the source. Install what you trust.

    Each skill bundle packages a reusable agent behavior: a prompt, supporting files, and evaluation criteria. Browse the public catalog, review the full source, then install a private copy you can edit and experiment with.

    Open My Skills

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    109 published bundles ready to inspect and install

    Skill bundlev1.0.0

    SQL Generation RL Env

    Build environments where agents write SQL, execute it, and get scored on result correctness

    0 installs
    70/100 quality
    Compatibility not listed
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    Skill bundlev1.0.0

    UI Task Specification

    Formally specify UI tasks with clear start states, goal states, and evaluation criteria

    0 installs
    70/100 quality
    Compatibility not listed
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    Skill bundlev1.0.0

    Pixel VS Dom Action Space

    Trade-offs between pixel-level interaction and DOM-level interaction for UI agents

    0 installs
    70/100 quality
    Compatibility not listed
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    Skill bundlev1.0.0

    Browser Env Construction

    Build instrumented browser environments with action logging and state capture

    0 installs
    70/100 quality
    Compatibility not listed
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    Skill bundlev1.0.0

    Repo Level Coding Env

    Build environments where agents navigate and modify entire repositories, not just single files

    0 installs
    70/100 quality
    Compatibility not listed
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    Skill bundlev1.0.0

    Test Generation As Reward

    Use test pass rates as automatic reward signals for code generation

    0 installs
    70/100 quality
    Compatibility not listed
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    Skill bundlev1.0.0

    Code Review Reward Design

    Score code changes on correctness, style, security, and performance

    0 installs
    70/100 quality
    Compatibility not listed
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    Skill bundlev1.0.0

    Code Completion RL Env

    Build environments for training code completion models (à la Cursor's online RL)

    0 installs
    70/100 quality
    Compatibility not listed
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    Skill bundlev1.0.0

    Experience Replay Management

    Maintain and curate experience replay buffers for continual RL training

    0 installs
    70/100 quality
    Compatibility not listed
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    Skill bundlev1.0.0

    Distribution Shift Detection

    Detect when the production task distribution has drifted from the training distribution

    0 installs
    70/100 quality
    Compatibility not listed
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    Skill bundlev1.0.0

    Catastrophic Forgetting Mitigation

    Prevent RL training from destroying previously learned capabilities

    0 installs
    70/100 quality
    Compatibility not listed
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    Skill bundlev1.0.0

    Online RL From Production

    Set up learning loops where production experience feeds back into training

    0 installs
    70/100 quality
    Compatibility not listed
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