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golden-suite is a thin meta-package: one install that pulls in every suite tool plus the native (Rust) acceleration kernels, on by default, and gives you and your agents one canonical entry point. It ships no data-processing logic of its own. Its whole job is to make the fast, complete configuration the default one, so nobody has to assemble it by hand.

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What it pulls in

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Why it exists

The suite’s fast path depends on the native wheels being installed and actually loading. Both are easy to get subtly wrong: a wheel can be absent, or present but not matching the host, in which case every package silently takes its pure-Python fallback and you lose the speed without any error. golden-suite doctor is the check that turns that silence into a report.
The doctor command reports which components resolved to a native kernel and which fell back. See Native acceleration for the per-component gate and the GOLDENMATCH_NATIVE knob it reads.

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When not to use it

Install the individual packages instead when you want a minimal dependency footprint — a service that only needs transforms should depend on goldenflow, not the whole suite. The meta-package is for the common case: a workstation, a notebook, or an agent that wants the whole toolbox working at full speed with one command.