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Free · no key · nothing retained

Evaluate a repository in your browser

Paste a public GitHub repository. You get the same audit an agent gets over MCP: what is in it, what it is built on, where the risk sits, and which capabilities it already carries.

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Past the free line

A free run is the diagnosis only. A Practitioner key searches the engineered component catalogue and the runnable capability library, composes the candidates, and writes the result back into your own repository as a pull request you approve.