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Anthropic CCAO-F Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Output Evaluation and Validation | 21% | - Determine when human review is required - Detect hallucinations, biases, and inconsistencies - Apply fact-checking and validation methods - Evaluate outputs for accuracy, completeness, and consistency |
| Governance, Risk, and Responsible Use | 15% | - Understand limitations and ethical boundaries - Apply responsible AI principles and policies - Manage data sensitivity and privacy risks |
| Product and Model Selection | 12% | - Understand model differences and use cases - Select appropriate Claude product features - Match model capabilities to task requirements |
| Troubleshooting and Optimization | 10% | - Identify causes of poor or unexpected outputs - Diagnose context and performance issues - Adjust prompts and configuration to improve results |
| Workflow Integration and Solution Design | 16% | - Plan end-to-end Claude-augmented workflows - Integrate Claude into existing business workflows - Design AI-assisted processes and solutions |
| Prompting and Task Execution | 14% | - Adapt prompting strategies by task type - Apply task decomposition to structure complex requests - Iterate prompts to improve output quality - Create effective prompts for business and technical tasks |
| Configuration and Knowledge Management | 12% | - Manage knowledge sources and context - Maintain consistent system-level behavior - Configure Claude Projects with instructions |
Anthropic Claude Certified Associate-Foundations Sample Questions:
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. inconsistent tone and formatting across internal HR communications sent to employees
- B. a clerical typo in a routine internal calendar invitation
- C. decisions that materially affect a person ' s employment without human accountability
- D. inconsistent use of the company ' s preferred dash style across documents
- E. outputs that systematically disadvantage members of a protected group
Correct Answer: C,E 🗳️
Explanation: Only visible for PassReview members. You can sign-up / login (it's free).
A Claude associate is evaluating whether to enable a Skill that was provided by an unfamiliar third party.
Which two checks best support a sound trust decision? (Select two.)
- A. Review the permissions and capabilities the Skill requests and confirm that the requested access is appropriate for the task the Skill is intended to perform.
- B. Skip permission review on the assumption that the Skill cannot exceed the boundaries of the workflow, even though Skills can request access that the task does not require.
- C. Enable the Skill immediately on the basis of strong external reviews, even though its source has not been validated and its permissions remain unverified.
- D. Treat the Skill's appearance in a public listing as sufficient validation, without confirming the source, requested permissions, or alignment with the organization's approved-Skill list.
- E. Verify the source of the Skill against the organization's approved-Skill list before enabling it within Claude.ai or any Project the team uses for its work.
Correct Answer: A,E 🗳️
Explanation: Only visible for PassReview members. You can sign-up / login (it's free).
A finance manager must select a Claude feature for a task that requires deterministic calculations across a multi-tab spreadsheet.
Which selection best fits the requirement?
- A. Use a standard chat prompt for the calculations, which generates text without running code and does not produce the reproducible computational output the multi-tab calculation task requires.
- B. Use the Research feature for the calculations, which gathers and synthesizes external sources and is not the appropriate feature for deterministic computation on an uploaded spreadsheet.
- C. Use an Artifact alone for the calculations, which provides a stable editable surface for the result but does not perform the deterministic computation that Code Execution would run.
- D. Use Code Execution, which runs code in a sandbox to perform calculations on the uploaded file and produce outputs the associate can verify.
Correct Answer: D 🗳️
Explanation: Only visible for PassReview members. You can sign-up / login (it's free).
You are decomposing a "build a customer journey map" request.
Which is the correct order of decomposed steps?
(1) Identify the touchpoints the customer encounters during each stage.
(2) Define the persona and the journey scope to be mapped.
(3) Capture pain points and opportunities at each touchpoint.
(4) Synthesize the findings into the final journey-map artifact.
(5) Identify the major stages the persona moves through.
- A. 2,5,1,3,4
- B. 2,1,5,3,4
- C. 4, 3, 2, 1, 5
- D. 5,2,1,3,4
Correct Answer: A 🗳️
Explanation: Only visible for PassReview members. You can sign-up / login (it's free).
An HR business partner is configuring a new Project for recurring policy questions from managers. The Project will be used across many chats by several HR team members.
Which content belongs in the Project knowledge base?
- A. the current employee handbook, the leveling guide, the policies-FAQ, and every email the HR team has sent about policy in the past year, for additional context
- B. the current employee handbook only, with the leveling guide and the policies-FAQ attached at the start of each chat as needed for that chat ' s topic
- C. the current employee handbook plus prior versions of the handbook going back five years, so Claude can answer questions about how policies have changed
- D. the current employee handbook, the leveling guide, and the policies-FAQ document referenced across the Project ' s chats
Correct Answer: D 🗳️
Explanation: Only visible for PassReview members. You can sign-up / login (it's free).
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