Free 10-Question CCAO-F Quick-Start Practice Test

Check your CCAO-F readiness in under 15 minutes with 10 practice questions spanning all 7 Anthropic exam domains — Prompting and Task Execution (14%), Output Evaluation and Validation (21%), Product and Model Selection (12%), Workflow Integration and Solution Design (16%), Configuration and Knowledge Management (12%), Governance, Risk, and Responsible Use (15%), and Troubleshooting and Optimization (10%). Instant scoring with detailed explanations, no signup required.

10 CCAO-F Sample Questions with Answers

Sample Question 1 — Configuration and Knowledge Management

A project team prepares the same steering-committee update each week using an approved template, glossary, and tone guidance. Which setup BEST supports consistent recurring work?

  1. A. Create a Project with the approved template, glossary, and recurring instructions. (Correct answer)
  2. B. Start a new chat weekly and ask users to restate the structure.
  3. C. Use research mode each week to rediscover the reporting format.
  4. D. Use last week's final update as the only reusable reference.

Correct answer: A

Explanation: A is best because stable recurring instructions and knowledge belong in a reusable Project. B creates repeated setup, C solves the wrong problem, and D relies on one prior output instead of the governing sources.

Sample Question 2 — Configuration and Knowledge Management

An HR Project contains both the current leave policy and a superseded version, and Claude sometimes mixes them. What should the Project owner do FIRST?

  1. A. Keep both files and tell Claude to prefer the newest one.
  2. B. Remove or archive the obsolete version and retain the current approved source. (Correct answer)
  3. C. Switch to Opus so the model can infer which version is authoritative.
  4. D. Ask users to type the current policy date in every prompt.

Correct answer: B

Explanation: B is best because the active knowledge set should contain clear authoritative sources. A leaves the conflict in place, C treats maintenance as model selection, and D shifts avoidable configuration work to users.

Sample Question 3 — Governance, Risk, and Responsible Use

A recruiter wants Claude to rank applicants using disclosed medical information because it may predict schedule reliability. Company policy prohibits using medical information in hiring decisions. What should the recruiter do?

  1. A. Exclude the medical information and use only approved hiring criteria. (Correct answer)
  2. B. Use the medical information only when two candidates otherwise tie.
  3. C. Let Claude use the data but omit it from the written explanation.
  4. D. Use the data if a human recruiter reviews the final ranking.

Correct answer: A

Explanation: A is best because organizational policy explicitly prohibits that factor. B and C still use prohibited information, while D adds review but does not make an impermissible input acceptable.

Sample Question 4 — Governance, Risk, and Responsible Use

A consultant wants Claude to summarize a confidential merger document. The client agreement prohibits sending such material to external AI services without explicit approval. No approval exists. What is the BEST action?

  1. A. Upload only the pages without financial figures and proceed.
  2. B. Wait for approval or use an explicitly authorized environment. (Correct answer)
  3. C. Upload the full document but tell Claude not to retain it.
  4. D. Proceed because the work is internal to the consulting engagement.

Correct answer: B

Explanation: B is best because the contractual restriction controls whether the material may be processed. A may still expose confidential content, C cannot override the agreement through a prompt, and D confuses internal purpose with authorization.

Sample Question 5 — Output Evaluation and Validation

Claude summarizes a quarterly operations report and states that fulfillment time improved by 18%. The source report shows improvements in several regions but no company-wide percentage. What should the operations manager do before using the claim?

  1. A. Use the 18% figure because it is consistent with the overall positive trend in the report.
  2. B. Replace the number with a less precise phrase such as 'improved significantly' without checking the source.
  3. C. Ask Claude to explain how confident it is in the 18% figure and keep it if confidence is high.
  4. D. Verify whether the 18% figure can be supported by the source data and remove or correct it if not. (Correct answer)

Correct answer: D

Explanation: D is best because the specific percentage is not supported by the source as described. The manager should verify the claim against authoritative data before using it. A treats a plausible trend as proof of a precise number. C relies on model confidence rather than evidence. B hides the unsupported precision without resolving whether the underlying claim is accurate.

Sample Question 6 — Output Evaluation and Validation

A project lead asks Claude to summarize a 40-page steering-committee packet. The summary accurately covers schedule and budget but omits a newly added regulatory dependency that could delay launch. Which evaluation finding is MOST important?

  1. A. The summary should be expanded to reproduce every section of the original packet in detail.
  2. B. The summary is acceptable because the schedule and budget sections were captured accurately.
  3. C. The summary mainly needs a more concise writing style so the omitted point is easier to notice.
  4. D. The summary is incomplete because it leaves out a material dependency that affects the decision context. (Correct answer)

Correct answer: D

Explanation: D is best because completeness requires capturing material information, not merely avoiding factual errors. The omitted regulatory dependency could change launch decisions, so its absence is significant. B ignores decision-relevant missing content. C treats the issue as presentation rather than completeness. A overcorrects by requiring exhaustive reproduction instead of a complete, decision-focused summary.

Sample Question 7 — Product and Model Selection

A project manager prepares a weekly portfolio summary using the same approved reference documents and reporting instructions. No external research is needed, and the team wants changes to the standard instructions to carry forward. Which Claude feature is the BEST fit?

  1. A. Use a new chat each week and repaste the approved material.
  2. B. Use research mode because the summary supports leadership decisions.
  3. C. Use an Artifact as the persistent source of recurring instructions.
  4. D. Use a Project containing the approved knowledge and recurring instructions. (Correct answer)

Correct answer: D

Explanation: D is best because the work is recurring and depends on reusable knowledge and instructions that should persist. A repeats setup unnecessarily. B is intended for research needs, which the scenario excludes. C can help create or refine deliverables but is not the primary mechanism for maintaining recurring project context.

Sample Question 8 — Product and Model Selection

An HR specialist needs Claude to rewrite a one-time approved announcement for clarity. All source text is in the prompt, no research is needed, and nothing must persist after the task. Which feature is the simplest appropriate choice?

  1. A. Create an Artifact as the persistent workspace.
  2. B. Create a Project for the announcement.
  3. C. Use research mode before rewriting.
  4. D. Use chat for the one-time rewrite. (Correct answer)

Correct answer: D

Explanation: D is best because the task is one-time and all required context is already available. B adds unnecessary persistence. C is unnecessary because no external research is required. A may help with iterative deliverables, but the task does not require a maintained workspace.

Sample Question 9 — Prompting and Task Execution

A business analyst must compare three vendor proposals using cost, implementation time, service coverage, and contract flexibility. The committee prioritizes service coverage and implementation time. Some proposal fields are missing, and the committee wants a concise recommendation that identifies assumptions and missing information. Which prompt structure best supports the analysis?

  1. A. Create a concise comparison using all four criteria equally; identify assumptions and missing data, then recommend the vendor with the strongest overall average.
  2. B. Create a concise comparison using all four criteria, prioritizing service coverage and implementation time; identify assumptions and missing data, then link the recommendation to the criteria. (Correct answer)
  3. C. Choose a vendor from the overall impression, then create a concise criteria comparison that identifies assumptions and missing data to support the initial choice.
  4. D. Create a detailed narrative of every proposal statement, identify assumptions and missing data, then recommend the vendor with the most comprehensive submission.

Correct answer: B

Explanation: Correct answer (B): This structure makes the recommendation traceable to the committee’s decision framework. It uses all four established criteria while giving appropriate priority to service coverage and implementation time. It also directs Claude to preserve missing information rather than silently infer it, allowing the committee to understand the recommendation’s limits. A concise, consistent comparison supports transparent analysis better than equal weighting, choosing a vendor before establishing the method, or replacing a decision-focused comparison with an exhaustive narrative. Why the other options are wrong: - Option A: Equal treatment appears neutral but ignores the committee's explicit priority on service coverage and implementation time. - Option C: Selecting a vendor before applying the criteria risks shaping the comparison to justify an initial impression. - Option D: A detailed narrative may appear rigorous, but comprehensiveness is not the committee's decision framework and conflicts with the requested concise comparison.

Sample Question 10 — Prompting and Task Execution

An educator wants ideas for increasing participation in an optional professional-development program. Employees have different schedules and learning preferences. The educator wants a broad initial idea set across multiple categories and will evaluate feasibility later. Which prompt is the best starting point?

  1. A. Recommend one final participation strategy and explain why it should work for employees with different schedules and learning preferences.
  2. B. Generate only ideas that can be implemented immediately with no added budget, staffing changes, schedule changes, or pilot testing.
  3. C. Generate varied participation ideas across scheduling, delivery formats, incentives, communication, and social learning without ranking them yet. (Correct answer)
  4. D. Generate several minor variations of one virtual workshop format and identify which variation should become the final program.

Correct answer: C

Explanation: Correct answer (C): The educator is at a divergent brainstorming stage, so the prompt should encourage breadth while keeping the ideas relevant to the audience and goal. Naming several categories helps Claude avoid producing minor variations on one concept, and delaying ranking prevents premature convergence before options have been explored. Constraints can be added during a later feasibility review. Effective brainstorming prompts provide enough context to focus the work without narrowing the initial idea space so much that useful alternatives never emerge. Why the other options are wrong: - Option A: A final recommendation could be actionable, but it converges on one answer before the requested range of possibilities has been explored. - Option B: Practical constraints matter during evaluation, but imposing all of them now could eliminate unconventional ideas during the initial divergent stage. - Option D: Variations can refine an existing concept, but they do not provide the broad, multi-category idea set requested in this scenario.

Keep Practicing

Ready for more? The full CCAO-F practice test hub has 200+ questions with per-domain drilling: Prompting and Task Execution, Output Evaluation and Validation, Product and Model Selection, Workflow Integration and Solution Design, Configuration and Knowledge Management, Governance, Risk, and Responsible Use, and Troubleshooting and Optimization.