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- validate models field in bundle.json - pipe JSON via stdin instead of triple-quote embedding (injection safety) - add PNG magic byte validation for background-removal output - add dimension assertion for upscale-enhance output - add fixture existence guards before smoke tests - use --no-index for offline fixup wheel install