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Anthropic CCAO-F Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Governance, Risk, and Responsible Use | 15% | - Organizational AI governance and policies - Ethical and responsible AI use - Identifying appropriate and inappropriate AI use cases - Data sensitivity, privacy, and regulatory considerations |
| Topic 2: Troubleshooting and Optimization | 10% | - Optimizing workflows for efficiency and effectiveness - Diagnosing underperforming prompts and outputs - Adjusting approaches based on feedback and results |
| Topic 3: Output Evaluation and Validation | 21% | - Fact-checking and validation - Determining when human review or verification is required - Evaluating output accuracy and completeness - Identifying hallucinations, inconsistencies, and bias - Editing, adapting, and refining outputs |
| Topic 4: Configuration and Knowledge Management | 12% | - Managing uploaded knowledge and connectors - Managing instructions and knowledge sources - Maintaining configuration and knowledge sources - Configuring Claude Projects |
| Topic 5: Prompting and Task Execution | 14% | - Creating effective prompts - Task decomposition - Iterating prompts to improve output - Adapting prompting strategies to task types |
| Topic 6: Workflow Integration and Solution Design | 16% | - Integrating Claude into existing workflows - Research, planning, and process optimization - Analyzing requirements and use cases - Communicating Claude's value and limitations - Solution design and iteration |
| Topic 7: Product and Model Selection | 12% | - Managing context limitations and memory - Balancing quality, speed, and cost - Selecting appropriate Claude product features - Selecting Claude models |
Anthropic Claude Certified Associate-Foundations Sample Questions:
Question 1
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. 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.
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. 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.
E. 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.
Question 2
You are a business analyst reviewing prompt drafts written by teammates.
Which two elements belong in a well-structured prompt for a business task? (Select two.) Each correct answer presents part of the solution.
A. A short personal anecdote to make the prompt feel more conversational
B. A clear statement of the task that the model must perform
C. A comprehensive list of company products and services to provide the model with business context
D. Relevant context, such as the audience and the goal of the task
E. A friendly, conversational tone instruction to make responses feel more approachable
Question 3
A finance manager is about to discuss a confidential pre-announcement figure with Claude.
Which two settings best align with sound privacy practice for this conversation? (Select two.) Each correct answer presents a complete solution.
A. Enable Memory contribution for the conversation so the context carries forward to support follow-up analysis in future sessions.
B. Treat the conversation as appropriate for default Memory settings, since the figure will only be discussed briefly and is unlikely to be retained.
C. Disable Memory contribution for the conversation if Incognito mode is not used, so the confidential figure is not retained as persistent context that could surface in later unrelated sessions.
D. Open the conversation in Incognito mode, which prevents the conversation from contributing to Memory and avoids persistent retention of the confidential pre-announcement figure across sessions.
E. Skip the privacy setting decision and proceed with default behavior, since the conversation will not explicitly instruct Claude to remember the figure.
Question 4
Before sharing a Claude-generated brief, an analyst is applying the AI Fluency Framework Discernment competency to evaluate it.
Which review best reflects Discernment principles?
A. Skip the source material check during review and rely on overall tone and logical flow as proxies for factual accuracy.
B. Review the opening paragraph and the conclusion of the brief, since these sections typically reflect the quality of the full document.
C. Accept the brief on the basis that it reads fluently and the subject matter aligns with the analyst's professional knowledge of the topic.
D. Conduct a systematic check of the brief against the task requirements, source material, and professional standards before sharing it.
Question 5
You are a business analyst deciding which output-formatting and context-window practices to recommend to teammates.
Which two practices represent effective use of the context window? (Select two.) Each correct answer presents part of the solution.
A. Paste full email threads related to the project into the context so the model has the complete conversational history.
B. Concatenate all source documents end-to-end with no separators between them.
C. Use clear section headers to separate different parts of the input material.
D. Trim irrelevant material before submitting the request to keep the context focused.
E. Reuse the same context block across multiple requests to avoid rebuilding it each time.
Solutions:
| Question 1 Answer: D,E | Question 2 Answer: B,D | Question 3 Answer: C,D | Question 4 Answer: D | Question 5 Answer: C,D |
