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When tool calls fail validation, the error messages now include:
- What arguments were actually provided
- The expected parameter schema with types and required/optional indicators
This helps LLMs understand and fix their mistakes when retrying,
rather than just being told a parameter is missing.
Example improved error:
Invalid function call for write_file: 'contents' is a required property
You provided: {"filename": 'story.txt'}
Expected parameters: {"filename": string (required), "contents": string (required)}
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
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