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Anthropic CCAO-F Exam Syllabus Topics:

Anthropic Claude Certified Associate-Foundations Sample Questions:

Question 1

You are evaluating whether a "redesign new-hire onboarding" request should be decomposed before prompting Claude.
Which feature of the request most strongly indicates decomposition will help?

A. The request involves content the associate has produced many times before and knows can be handled in a single well-structured prompt.
B. The request is for a single structured document that can be produced from one set of inputs in one prompt.
C. The request requires multiple distinct outputs: a process map, supporting materials, and a measurement plan.
D. The request involves a single well-defined output with a clear input and a familiar format.

Question 2

A knowledge worker is iterating a prompt that has produced a partly acceptable response.
Which refinement practice produces the strongest learning across iterations?

A. Make several related changes in one iteration when they target the same weakness, and revert the whole set if the combined change makes the output worse.
B. Change one identifiable element per iteration, capture the change and its effect, and adjust another element only after the first is settled.
C. Address every weakness the response showed in a single revision, then compare the revised output against the prior version.
D. Restart from a fresh prompt each iteration so that prior wording does not bias the next attempt, and pick the strongest response at the end.

Question 3

You are an operations team member preparing inputs to summarize customer feedback. The feedback file mixes public quotations with personal contact details.
Which preparation approach is most appropriate?

A. Replace the feedback content with the personal contact details and ask Claude to invent the missing feedback.
B. Extract only the feedback content needed for the summary, redact or anonymize personal contact details, and submit the trimmed input.
C. Strip out the feedback content and submit only the personal contact details.
D. Submit the entire file unchanged so Claude has complete context.

Question 4

You are a knowledge worker reviewing a Claude-generated brief that asserts a "well-known industry standard" without naming any source.
How should this assertion be handled?

A. Strengthen the assertion by adding more confident wording.
B. Treat the assertion as unverified, and either source it from an authoritative reference or remove it.
C. Republish the brief unchanged because the claim sounds authoritative.
D. Accept the assertion because the phrase "well-known" is reassuring.

Question 5

You are a Claude associate assessing a proposed Claude use case before approving it for your team.
Which is the correct order of assessment steps?
(1) Compare the use case against the organization's policies and the relevant regulatory considerations.
(2) Document the assessment outcome and the rationale for traceability.
(3) Identify the audience, decision impact, and reversibility of the outputs.
(4) Decide whether the use case proceeds, requires modification, or is declined.
(5) Identify the data types involved and whether sensitive data is implicated.

A. 3,5,1,4,2
B. 5,3,1,4,2
C. 3,1,5,4,2
D. 1,3,5,4,2

Solutions: