Anthropic CCAO-F Actual Free Exam Questions & Community Discussion

Exam Code/Number: CCAO-F
Exam Name/Title: Claude Certified Associate-Foundations
Certification Provider: Anthropic
Corresponding Certification: Claude Certified Associate

Exam Questions: 120
Updated On: Aug 21, 2026

Question #33

You are writing system-level instructions for a Project that supports recurring writing tasks.
Which step should be performed first when writing the system-level instructions?

A. Refine the drafted instructions based on observed gaps from validation runs.

B. Distribute the finalized instructions to collaborators on the Project.

C. Validate the drafted instructions against representative requests for the Project.

D. Define the purpose of the Project and the boundaries the instructions must respect.

Discussion 0

Correct Answer: D Vote an answer

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Question #34

You are a project manager at Orinexa, Inc. You are picking a Claude model for a new production workload and must complete the requirements steps before testing candidates.
Which two steps must be completed BEFORE testing candidate models on a representative sample? (Select two.) Each correct answer presents part of the solution.

A. Choose a candidate model based on the requirements profile and known capabilities.

B. Sign off on the production rollout plan with the platform and security teams.

C. Define the quality bar, the latency tolerance, and the expected request volume.

D. Promote the selected model to production traffic for the workload.

E. Retest the selected model whenever a new model version is released.

Discussion 0

Correct Answer: A,C Vote an answer

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Question #35

You are an operations lead evaluating prompting strategies that teammates have proposed for various task types.
Which two strategies represent appropriate matches between strategy and task type? (Select two.) Each correct answer presents part of the solution.

A. open exploratory prompting for legal contract redlining against a clause library

B. rigid templated prompting for early-stage creative naming and tagline ideation

C. rigid templated prompting for monthly compliance reports against a fixed schema

D. open exploratory prompting for early-stage strategic brainstorming on a new market

E. rigid templated prompting for casual customer-feedback summarization with no schema

Discussion 0

Correct Answer: C,D Vote an answer

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Question #36

You are a research associate preparing inputs for a long task that references two lengthy regulatory documents, but only specific sections apply.
Which approach best preserves context-window capacity?

A. Paste the full text of both documents without trimming to maximize the available material.

B. Extract only the relevant sections from each document and include those, omitting unrelated chapters.

C. Skip the documents entirely and rely on Claude to invent the missing context.

D. Split each document into one-character pieces and provide them one at a time.

Discussion 0

Correct Answer: B Vote an answer

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Question #37

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 a single well-defined output with a clear input and a familiar format.

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 content the associate has produced many times before and knows can be handled in a single well-structured prompt.

Discussion 0

Correct Answer: C Vote an answer

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Question #38

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. Document the final score and the reviewer comments for the audit trail.

B. Define the evaluation criteria that matter for the task at hand.

C. Promote the approved output into the downstream production process.

D. Forward unacceptable outputs to a senior reviewer for second-pass review.

E. Specify the threshold that distinguishes acceptable from unacceptable output.

Discussion 0

Correct Answer: B,E Vote an answer

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Question #39

You are a product designer using Claude in a solution-design exercise.
Which solution-design step should be performed first when using Claude?

A. Articulate the problem the solution must address and the constraints in play.

B. Compare the candidate concepts against the constraints and select a finalist.

C. Produce detailed mock-ups of the chosen solution for stakeholder review.

D. Generate candidate solution concepts using Claude across diverse styles.

Discussion 0

Correct Answer: A Vote an answer

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Question #40

While preparing stakeholder communication about a proposed Claude use case, a senior manager is applying the AI Fluency Framework Description competency.
Which framing best reflects Description principles for stakeholder communication?

A. Describe what Claude can reliably produce, the known limitations, and the human oversight that will remain in place, calibrated to the audience's familiarity with AI.

B. Understate Claude's capabilities to lower stakeholder expectations, even though Description principles require accuracy in both directions rather than systematic minimization.

C. Overstate Claude's capabilities to secure stakeholder support, even though Description principles require accurate framing of what Claude can and cannot reliably produce.

D. Omit the human oversight that will remain in place, even though Description principles require expectations that reflect the actual capability boundaries of the use case.

Discussion 0

Correct Answer: A Vote an answer

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