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Anthropic CCAO-F Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Configuration and Knowledge Management | 12% | - Configuring Claude Projects - Managing instructions and knowledge sources - Maintaining configuration and knowledge sources - Managing uploaded knowledge and connectors |
| Governance, Risk, and Responsible Use | 15% | - Identifying appropriate and inappropriate AI use cases - Ethical and responsible AI use - Data sensitivity, privacy, and regulatory considerations - Organizational AI governance and policies |
| Output Evaluation and Validation | 21% | - Determining when human review or verification is required - Editing, adapting, and refining outputs - Identifying hallucinations, inconsistencies, and bias - Evaluating output accuracy and completeness - Fact-checking and validation |
| Troubleshooting and Optimization | 10% | - Diagnosing underperforming prompts and outputs - Optimizing workflows for efficiency and effectiveness - Adjusting approaches based on feedback and results |
| Product and Model Selection | 12% | - Selecting appropriate Claude product features - Balancing quality, speed, and cost - Selecting Claude models - Managing context limitations and memory |
| Prompting and Task Execution | 14% | - Task decomposition - Adapting prompting strategies to task types - Creating effective prompts - Iterating prompts to improve output |
| Workflow Integration and Solution Design | 16% | - Solution design and iteration - Integrating Claude into existing workflows - Research, planning, and process optimization - Analyzing requirements and use cases - Communicating Claude's value and limitations |
Anthropic Claude Certified Associate-Foundations Sample Questions:
You are handling a document containing mixed-sensitivity content before using it with Claude.
Which data-handling step should be performed first?
- A. Classify the content of the document and identify which fields are sensitive.
- B. Review the redacted document with a peer to confirm the redaction is complete.
- C. Submit the redacted document to Claude for the intended task.
- D. Redact sensitive fields and replace them with appropriate placeholders.
Correct Answer: A 🗳️
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You are a project manager reviewing Claude usage approaches that teammates have proposed for a project workflow.
Which two workflow steps are well-suited for Claude support? (Select two.) Each correct answer presents a complete solution.
- A. drafting a structured project status update from a set of meeting notes
- B. approving a final external press release without any human review
- C. synthesizing a literature review across many uploaded research documents
- D. issuing legally binding contractual commitments on behalf of the company
- E. deciding promotion outcomes for staff based solely on the model ' s judgment
Correct Answer: A,C 🗳️
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A workflow analyst is designing a hand-off between Claude and a human reviewer in an existing process. The reviewer needs to know what to check and what is in scope for their review.
Which hand-off design is most appropriate?
- A. Use a checklist that the reviewer fills in for every output, with the checklist generated by Claude based on the specific content of each output.
- B. Define explicit criteria for what Claude produces and leave the reviewer's checks unspecified so the reviewer can apply judgment without constraint.
- C. Define explicit criteria for what Claude produces and what the human reviewer must check before approval, documented in the workflow.
- D. Allow each reviewer to determine their own review criteria based on their experience, since reviewers know best what to check in their domain.
Correct Answer: C 🗳️
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A knowledge worker is applying the AI Fluency Framework Description competency while revising an underperforming prompt.
Which revision best reflects Description principles?
- A. Remove the existing context from the prompt and submit only the bare task statement, eliminating the audience, format, and constraint information that Description principles call for in a clear specification.
- B. Replace the specific instructions with generic phrasing that broadens the task scope, undoing the specification work that Description principles require for a reliable, useful output.
- C. Add length to the prompt by inserting filler text that does not specify task scope, output format, audience, or constraints, leaving the original specification gaps unaddressed.
- D. Specify the task scope, required output format, audience, and relevant constraints with sufficient clarity that the prompt produces a useful, reliable output on the next run.
Correct Answer: D 🗳️
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You are a Claude associate troubleshooting a recurring poor output.
Which is the correct order of diagnostic steps?
(1) Form a hypothesis about which prompt element most likely caused the deficiency.
(2) Apply a single targeted change and observe the effect on the output.
(3) Read the output end to end and identify the specific deficiency.
(4) Compare the deficient output to the prompt to spot mismatches between input and output.
(5) Document the root cause and the resolution for future reference.
- A. 1, 3, 4, 2, 5
- B. 3, 1, 4, 2, 5
- C. 4, 3, 1, 2, 5
- D. 3, 4, 1, 2, 5
Correct Answer: D 🗳️
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