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The pypi downloads sweep looks up counts by README display name; when the display name differs from the canonical package, the row silently measures an unrelated squatter or a dead predecessor. Document the failure mode in both the fetcher's docstring and the audit skill so famous entries with off-looking counts get identity-verified before being cited. Co-Authored-By: Claude <noreply@anthropic.com>