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

Browse bundles

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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