Anthropic CCAO-F Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Workflow Integration and Solution Design | 16% | - Analyze requirements and use cases - Use Claude for research, planning, and process optimization - Integrate Claude into existing workflows and communicate its value and limitations - Support solution design through iteration |
| Product and Model Selection | 12% | - Align model selection with task requirements - Differentiate between Claude model types - Manage context limitations and memory - Select appropriate Claude product features |
| Governance, Risk, and Responsible Use | 15% | - Identify appropriate and inappropriate use cases - Understand ethical implications of Claude use - Apply data sensitivity, regulatory, and privacy considerations - Follow organizational AI policies and governance standards |
| Output Evaluation and Validation | 21% | - Organize and curate information and select appropriate output formats - Apply fact-checking and validation techniques - Identify hallucinations, inconsistencies, and biases in responses - Edit and adapt outputs for the intended audience - Evaluate Claude-generated outputs for accuracy and completeness - Determine when human review or additional verification is required |
| Troubleshooting and Optimization | 10% | - Adjust approaches based on feedback and results - Identify and diagnose issues with underperforming prompts or poor outputs - Optimize workflows for efficiency and effectiveness |
| Prompting and Task Execution | 14% | - Create effective prompts for business and technical tasks - Adapt prompting strategy by task type - Apply task decomposition techniques to structure complex requests - Iterate prompts to improve output quality |
| Configuration and Knowledge Management | 12% | - Maintain and update configurations - Manage uploaded knowledge and connectors - Create effective system-level instructions - Configure Claude Projects with instructions and knowledge sources |
Anthropic Claude Certified Associate-Foundations Sample Questions:
Question #1
An analyst is working in a long Claude conversation. The conversation contains roughly 60 turns covering an initial requirements analysis, several rounds of data review, and a current drafting phase. Recent responses have started to drift from the agreed requirements.
Which step most directly addresses the drift while preserving the analyst's progress?
A. Open a new chat and paste only the current draft, then continue refining it there without the prior requirements and data-review context.
B. Summarize the agreed requirements, key data findings, and current draft state, then continue in the same chat by reasserting the summary as the working context.
C. Move the source data and requirements into a Project knowledge base, then continue the drafting work in a new chat inside that Project.
D. Switch the conversation to a model with a larger context window so the accumulated history no longer causes drift, and continue without restructuring the inputs.
Question #2
You are a product designer using Claude in a solution-design exercise.
Which solution-design step should be performed first when using Claude?
A. Articulate the problem the solution must address and the constraints in play.
B. Generate candidate solution concepts using Claude across diverse styles.
C. Compare the candidate concepts against the constraints and select a finalist.
D. Produce detailed mock-ups of the chosen solution for stakeholder review.
Question #3
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 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.
B. Use Code Execution, which runs code in a sandbox to perform calculations on the uploaded file and produce outputs the associate can verify.
C. 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.
D. 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.
Question #4
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. 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.
B. 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.
C. Add the relevant Skill to the Project, upload the supporting knowledge sources, and write custom instructions that reference both the Skill and the knowledge.
D. 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.
Question #5
You are an HR specialist reviewing data items proposed for inclusion in a Claude prompt.
Which two data items are appropriate to include in a Claude prompt for a routine task? (Select two.) Each correct answer presents a complete solution.
A. An anonymized summary of an HR policy that the model will rephrase.
B. Employee identification numbers and hire dates for the team roster included to help Claude personalize onboarding communications.
C. A redacted job description that the model will adapt for a posting.
D. A compensation-band summary that includes employee names and current salary figures for a specific team.
E. Accommodation request notes from an employee's HR file needed to draft a role-adjustment memo.
Solutions:
| Question #1 Correct Answer: B | Question #2 Correct Answer: A | Question #3 Correct Answer: B | Question #4 Correct Answer: C | Question #5 Correct Answer: A,C |














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