Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With no annotations provided, the description carries the full burden of behavioral disclosure. It effectively describes key behaviors: processing multiple images in batch, skipping non-image files silently, handling duplicates with warnings by default, and returning a summary table. It doesn't mention potential rate limits, authentication requirements, or error handling for invalid paths.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.