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This skill is meant to upgrade both the skills and the projects that use these skills. It makes skills adaptive, they learn from your codebase and give project-specific guidance, instead of an advice that might break things already established in your project.

Start experimenting by running this one liner curl -fsSL https://raw.githubusercontent.com/Samurai412/autoskill/main/... | bash

And ask the agent to "Run autoskill on this project"

I'm curios to see what results you get, and whether it's an improvement!

Initial research indicates that agent written instructions and skills decrease their success rate in completing tasks.

This intuitively makes sense because they make many mistakes and largely lack the context and capability to know what needs to be done.