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Anthropic CCAO-F Exam Syllabus Topics:

Anthropic Claude Certified Associate-Foundations Sample Questions:

Question 1

A communications manager is drafting a prompt for Claude to produce a quarterly newsletter for store managers in three regions. The agreed key messages, regional details, and a prior newsletter the team liked are all available.
Which prompt approach is most likely to produce a usable first draft?

A. Attach the prior newsletter, and ask Claude to match its tone and structure while incorporating the new key messages for the three named regions.
B. Name the audience, the three regions, the length, the tone, and the agreed key messages, and reference the prior newsletter only as a tone example.
C. Attach the prior newsletter and the agreed key messages, and ask Claude to produce a similar newsletter for this quarter.
D. Provide the agreed key messages and the three regions, and ask Claude to choose an appropriate length and tone for store managers.

Question 2

You are optimizing a recurring Claude workflow and must complete the diagnostic steps before changing the workflow.
Which two diagnostic steps must be completed BEFORE changing the recurring workflow? (Select two.) Each correct answer presents part of the solution.

A. Deploy the updated workflow across the team and monitor for adoption issues.
B. Document the revised workflow steps and update the team's standard operating procedures.
C. Notify executive leadership of the projected savings from the optimization.
D. Measure the current workflow's quality, time, and cost across recent runs.
E. Identify the steps that contribute most to time, cost, or quality issues.

Question 3

You are an HR specialist sorting potential ethical risks of a Claude-supported workflow.
Which two risks pose the highest ethical concern in an HR-adjacent workflow? (Select two.) Each correct answer presents a complete solution.

A. decisions that materially affect a person's employment without human accountability
B. inconsistent use of the company's preferred dash style across documents
C. a clerical typo in a routine internal calendar invitation
D. inconsistent tone and formatting across internal HR communications sent to employees
E. outputs that systematically disadvantage members of a protected group

Question 4

A customer-success associate is drafting a prompt that asks Claude to summarize a customer issue from the case file. The case file includes the customer's full government identifier, home address, name, account number, and the description of the issue. The summary the associate needs is about the issue.
Which approach is most appropriate?

A. Submit only the description of the issue and add the customer's name for context, since the description plus a name is sufficient to produce a summary.
B. Remove or redact the government identifier and the home address before submitting the prompt, since neither is necessary for a summary of the issue.
C. Replace the government identifier with the customer's name and the home address with the account number, since names and account numbers are less sensitive than identifiers and addresses.
D. Submit the full case file and include an instruction telling Claude not to reference the government identifier or the home address in the summary.

Question 5

You are designing a checklist for evaluating Claude outputs and must complete the upstream steps before scoring an output.
Which two steps must be completed BEFORE scoring a Claude output against the checklist? (Select two.) Each correct answer presents part of the solution.

A. Specify the threshold that distinguishes acceptable from unacceptable output.
B. Forward unacceptable outputs to a senior reviewer for second-pass review.
C. Promote the approved output into the downstream production process.
D. Document the final score and the reviewer comments for the audit trail.
E. Define the evaluation criteria that matter for the task at hand.

Solutions: