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Anthropic CCAO-F Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Prompting and Task Execution | 14% | - Task decomposition - Adapting prompting strategies to task types - Iterating prompts to improve output - Creating effective prompts |
| Topic 2: Product and Model Selection | 12% | - Managing context limitations and memory - Selecting Claude models - Selecting appropriate Claude product features - Balancing quality, speed, and cost |
| Topic 3: Workflow Integration and Solution Design | 16% | - Analyzing requirements and use cases - Integrating Claude into existing workflows - Solution design and iteration - Research, planning, and process optimization - Communicating Claude's value and limitations |
| Topic 4: Governance, Risk, and Responsible Use | 15% | - Organizational AI governance and policies - Data sensitivity, privacy, and regulatory considerations - Identifying appropriate and inappropriate AI use cases - Ethical and responsible AI use |
| Topic 5: Configuration and Knowledge Management | 12% | - Managing instructions and knowledge sources - Configuring Claude Projects - Maintaining configuration and knowledge sources - Managing uploaded knowledge and connectors |
| Topic 6: Troubleshooting and Optimization | 10% | - Diagnosing underperforming prompts and outputs - Optimizing workflows for efficiency and effectiveness - Adjusting approaches based on feedback and results |
| Topic 7: Output Evaluation and Validation | 21% | - Editing, adapting, and refining outputs - Determining when human review or verification is required - Identifying hallucinations, inconsistencies, and bias - Evaluating output accuracy and completeness - Fact-checking and validation |
Anthropic Claude Certified Associate-Foundations Sample Questions:
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 the agreed key messages, and ask Claude to produce a similar newsletter for this quarter.
- B. Provide the agreed key messages and the three regions, and ask Claude to choose an appropriate length and tone for store managers.
- C. 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.
- D. Attach the prior newsletter, and ask Claude to match its tone and structure while incorporating the new key messages for the three named regions.
Correct Answer: C 🗳️
Explanation: Only visible for RealVCE members. You can sign-up / login (it's free).
You are a project manager designing a checklist for prompt-quality reviews.
Which two items belong on the prompt-quality checklist? (Select two.)
Each correct answer presents a complete solution.
- A. Whether the prompt uses the author's favorite opening phrase as a signature.
- B. Whether the prompt provides relevant context, including the audience and goal.
- C. Whether the prompt reaches a thousand words, regardless of what it actually says.
- D. Whether the prompt states a specific task with the required deliverable.
- E. Whether the prompt includes the names of every person in the department.
Correct Answer: B,D 🗳️
Explanation: Only visible for RealVCE members. You can sign-up / login (it's free).
You are setting up a Connector for a shared data source that several colleagues will use.
Which Connector setup step should be performed first?
- A. Document the Connector's purpose and the appropriate use cases for the team.
- B. Confirm that the Connector is approved and that the data classification is appropriate.
- C. Connect the data source and confirm that authentication is working as expected.
- D. Use the Connector in a representative task to evaluate its real-world utility.
Correct Answer: B 🗳️
Explanation: Only visible for RealVCE members. You can sign-up / login (it's free).
A knowledge worker is explaining how to use feedback to improve Claude-supported work over time.
Which description is most accurate?
- A. Capture specific feedback after each run, translate it into targeted prompt or workflow changes, and observe whether subsequent runs improve.
- B. Capture general impressions after each run and apply them as broad prompt rewrites, since broad rewrites cover more potential issues than targeted changes.
- C. Capture feedback as an aggregate quality score per run, since aggregate scores show whether quality is improving without requiring detail on individual issues.
- D. Capture feedback only after several runs so patterns emerge from the volume of observations, then apply changes based on the patterns rather than any single run.
Correct Answer: A 🗳️
Explanation: Only visible for RealVCE members. You can sign-up / login (it's free).
You are running an optimization pass on a recurring workflow.
Which is the correct order of optimization steps?
(1) Apply targeted optimization to the bottleneck step.
(2) Roll out the optimized workflow to the broader team and document the change.
(3) Identify the bottleneck step using measured time per step and queue length.
(4) Map the current workflow steps, owners, and decision points.
(5) Pilot the change with a small group and measure the effect against the prior baseline.
- A. 4,3,1,5,2
- B. 4,1,3,5,2
- C. 3,4,1,5,2
- D. 4, 3, 2, 1, 5
Correct Answer: A 🗳️
Explanation: Only visible for RealVCE members. You can sign-up / login (it's free).




