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.

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    109 published bundles ready to inspect and install

    Skill bundlev1.0.0

    Safe Exploration Constraints

    Define and enforce hard constraints on what agents can do during training rollouts

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

    Reward Hacking Red Teaming

    Systematically find ways an agent could game the reward function

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

    Rollback And Versioning

    Maintain and switch between agent versions when new RL training degrades performance

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

    Production Monitoring For RL Agents

    Monitor deployed RL-trained agents for performance drift, reward hacking in the wild, and distribution shift

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

    Continual Learning Pipeline

    Set up recurring RL training loops that retrain as the workflow or data distribution shifts

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

    RL Roi Measurement

    Quantify the business impact (time saved, error reduction, cost) of RL-trained agents

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

    Environment Reset Engineering

    Build reliable, fast environment reset mechanisms for episode boundaries

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

    Environment Fidelity Validation

    Verify that the sandbox environment faithfully reproduces production behavior

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

    Client Data Onboarding

    Ingest, clean, and transform client data into RL-ready formats

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

    Mock Production System

    Build a faithful replica of a client's production system (APIs, DB, auth) for safe RL training

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

    Data Readiness Assessment

    Evaluate whether the client has sufficient trajectory data, or whether collection needs to happen first

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

    Success Metric Extraction

    Work with stakeholders to convert vague "it should work better" into measurable, scorable outcomes

    0 installs
    70/100 quality
    Compatibility not listed
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