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Reorganize development tools by purpose
Group weight conversion, data download, registration, and benchmark scripts
into dedicated subdirectories. Update CI, documentation, examples, imports,
and repository-relative paths to reflect the new layout.
Add a tools overview documenting the available entry points and their roles,
and remove obsolete local cache artifacts.