ast-outline

Lets AI coding agents pull exactly the code context they need instead of reading whole files.

Desktopfree

ast-outline is a command-line tool that gives an AI coding agent precisely the code context it needs — a repo skeleton, a file outline, or a single symbol — instead of reading whole files. It's built for developers running coding agents who want to reduce token usage and keep the agent focused on relevant code.

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Problem & pain-point mapping
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