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Anthropic CCAO-F Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Prompting and Task Execution | 14% | - Apply task decomposition to structure complex requests - Iterate prompts to improve output quality - Adapt prompting strategies by task type - Create effective prompts for business and technical tasks |
| Output Evaluation and Validation | 21% | - Determine when human review is required - Evaluate outputs for accuracy, completeness, and consistency - Detect hallucinations, biases, and inconsistencies - Apply fact-checking and validation methods |
| Troubleshooting and Optimization | 10% | - Adjust prompts and configuration to improve results - Identify causes of poor or unexpected outputs - Diagnose context and performance issues |
| Product and Model Selection | 12% | - Understand model differences and use cases - Match model capabilities to task requirements - Select appropriate Claude product features |
| Governance, Risk, and Responsible Use | 15% | - Understand limitations and ethical boundaries - Manage data sensitivity and privacy risks - Apply responsible AI principles and policies |
| Configuration and Knowledge Management | 12% | - Maintain consistent system-level behavior - Configure Claude Projects with instructions - Manage knowledge sources and context |
| Workflow Integration and Solution Design | 16% | - Plan end-to-end Claude-augmented workflows - Design AI-assisted processes and solutions - Integrate Claude into existing business workflows |
Anthropic Claude Certified Associate-Foundations Sample Questions:
1. You are a marketing manager deciding what to include in custom instructions for a writing-focused Project.
Which two items belong in the custom instructions? (Select two.)
Each correct answer presents a complete solution.
A) The brand voice and tonal expectations the writing must follow.
B) The prompt author's preferred response length for internal messages unrelated to external deliverables.
C) The preferred writing style of the marketing manager who will review all final deliverables.
D) The standard structure and length expectations for typical deliverables.
E) A representative sample of past writing that reflects the team's preferred style and structure.
2. You are a customer-success manager considering whether to escalate a Claude-generated response.
Which factor most strongly raises the impact of the output and supports escalation before external use?
A) The response is a casual rephrasing of an internal team status update.
B) The response is a brief internal announcement about an upcoming team all-hands meeting.
C) The response is an internal draft summarizing the associate's notes from a customer call for their own reference.
D) The response is an unchanged draft for a paying customer that includes a service-level commitment.
3. 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) 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.
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) 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.
E) 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.
4. 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
5. A learning specialist is configuring a Claude Project for a recurring course-design workflow.
Which configuration approach best leverages a Skill alongside other Project elements?
A) Configure the Project with custom instructions that contradict the Skill's documented purpose, creating ambiguity about which guidance Claude should follow within the recurring course-design workflow.
B) Add the relevant Skill to the Project, upload the supporting knowledge sources, and write custom instructions that reference both the Skill and the knowledge.
C) Add the Skill to the Project but omit the supporting knowledge sources and any custom instructions, so the Project lacks the reference content and persistent guidance the workflow requires.
D) Upload the supporting knowledge sources but disable the relevant Skill, eliminating the packaged capability the workflow needs and forcing each chat to reconstruct the procedure manually.
Solutions:
| Question # 1 Answer: A,D | Question # 2 Answer: D | Question # 3 Answer: A,B | Question # 4 Answer: D | Question # 5 Answer: B |
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