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Scored across 5 tools
Each tool has a clearly distinct purpose: auditing, migrating, generating alt text, generating responsive tags, and previewing crops. There is no overlap or ambiguity between them.
Most tools follow a verb_noun pattern (audit_lcp, migrate_assets, generate_alt, generate_responsive_tag), but 'smart_crop_preview' breaks the pattern with an adjective-noun compound. Overall the naming remains clear and predictable.
With 5 tools, the set is well-scoped and each earns its place for an image optimization workflow. It is neither too thin nor overly heavy.
The core workflow (audit, migrate, generate alt text, generate responsive tags, preview crops) is well covered. Minor gaps like asset deletion or direct URL transformation exist, but the major workflow is complete.
