AI Tools Catalog
UNIVERSAL FORMAT

How skill conversion works

One logical skill is represented consistently, then packaged for the conventions of each supported AI agent.

01

Ingest the source

Read the original skill definition, metadata, supporting files, examples and declared license.

02

Normalize the capability

Represent instructions, tools, permissions, dependencies and examples in a neutral internal model.

03

Generate agent packages

Adapters create the filenames, manifests and directory structure expected by every target agent.

04

Validate and publish

Structural and compatibility checks run before a variant is labelled Converted or Tested.

One skill, multiple distribution formats

The functional skill remains the same. An OpenAI skill, Claude skill, Cursor rule, MCP-enabled package or universal Markdown bundle is a delivery format—not a separate capability.

Native

The source was authored for the selected agent’s own format.

Converted

An adapter generated the target format from the normalized skill.

Tested

The package passed the checks defined for that agent and version.

What conversion does not do

Conversion does not silently change the purpose of a skill, remove license obligations or guarantee that third-party services will always be available. Users should still review permissions and source code before installation.

See the detailed labels and scoring rules in our methodology.

Find once. Use with any agent.

Explore portable AI skills or publish your own skill in the universal registry.

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