CCA-F: Claude Certified Architect — Foundations

By Anthropic · Question Mode

QuestionQ19

Tool Design & MCP Integration

Your post_content tool needs user confirmation before publishing. The current workflow shows “Ready to post to social media. Confirm?”, and analytics indicate that users approve 98% of requests within 2 seconds. Post-mortems identify incidents in which posts were sent to incorrect accounts, scheduled for incorrect times, or contained errors—all approved by users who did not notice the mistakes. How should the confirmation workflow be redesigned?

Explanation

A meaningful confirmation must present the action’s material parameters so the user can verify them before approving: the full post content, target account, scheduled time, and platform. This makes confirmation an informed review of the irreversible or consequential action rather than a reflexive acknowledgment.

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