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

Eval Versioning And Regression

Track eval suite changes over time, detect regressions when evals are updated

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

Domain Specific Eval Design

Build evals for specialized verticals (legal, medical, finance, engineering)

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

Eval Contamination Prevention

Ensure training data and eval data don't overlap

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70/100 quality
Compatibility not listed
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Skill bundlev1.0.0

Adversarial Eval Generation

Create evals specifically designed to find failure modes and edge cases

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70/100 quality
Compatibility not listed
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Skill bundlev1.0.0

Eval Saturation Detection

Identify when a model has maxed out an eval and needs harder/different benchmarks

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70/100 quality
Compatibility not listed
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Skill bundlev1.0.0

Eval Coverage Analysis

Measure whether your eval suite covers the actual distribution of production tasks

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

Build Fuzzy Eval

Design evals for tasks with multiple valid solutions (writing, design, open-ended code)

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70/100 quality
Compatibility not listed
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Skill bundlev1.0.0

Outcome VS Process Reward Tradeoff

When to reward final results vs. intermediate steps, and how to blend both

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70/100 quality
Compatibility not listed
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Skill bundlev1.0.0

Reward Calibration

Ensure reward functions produce consistent, well-scaled signals across different task types and difficulties

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70/100 quality
Compatibility not listed
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Skill bundlev1.0.0

Human Feedback Collection

Design interfaces and protocols for collecting human preference judgments at scale

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70/100 quality
Compatibility not listed
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Skill bundlev1.0.0

Reward Hacking Detection

Identify when agents exploit reward function loopholes to get high scores without doing the task correctly

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

Reward Shaping

Add intermediate reward signals that guide learning without changing the optimal policy

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70/100 quality
Compatibility not listed
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