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Anthropic CCAO-F Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Output Evaluation and Validation | 21% | - Determine when human review or additional verification is required - Evaluate Claude-generated outputs for accuracy and completeness - Identify hallucinations, inconsistencies, and biases in responses - Apply fact-checking and validation techniques - Organize and curate information and select appropriate output formats - Edit and adapt outputs for the intended audience |
| Topic 2: Workflow Integration and Solution Design | 16% | - Use Claude for research, planning, and process optimization - Integrate Claude into existing workflows and communicate its value and limitations - Analyze requirements and use cases - Support solution design through iteration |
| Topic 3: Governance, Risk, and Responsible Use | 15% | - Identify appropriate and inappropriate use cases - Follow organizational AI policies and governance standards - Understand ethical implications of Claude use - Apply data sensitivity, regulatory, and privacy considerations |
| Topic 4: Prompting and Task Execution | 14% | - Apply task decomposition techniques to structure complex requests - Adapt prompting strategy by task type - Create effective prompts for business and technical tasks - Iterate prompts to improve output quality |
| Topic 5: Product and Model Selection | 12% | - Align model selection with task requirements - Select appropriate Claude product features - Manage context limitations and memory - Differentiate between Claude model types |
| Topic 6: Configuration and Knowledge Management | 12% | - Manage uploaded knowledge and connectors - Maintain and update configurations - Configure Claude Projects with instructions and knowledge sources - Create effective system-level instructions |
| Topic 7: Troubleshooting and Optimization | 10% | - Identify and diagnose issues with underperforming prompts or poor outputs - Adjust approaches based on feedback and results - Optimize workflows for efficiency and effectiveness |
Anthropic Claude Certified Associate-Foundations Sample Questions:
You are a communications specialist preparing to describe Claude ' s role in a workflow to multiple stakeholder groups and must complete the preparation steps before drafting messages.
Which two preparation steps must be completed BEFORE drafting the stakeholder messages? (Select two.) Each correct answer presents part of the solution.
- A. Archive the drafted messages in the corporate communications repository.
- B. Identify the stakeholder groups and what each group needs to understand.
- C. Send the drafted messages out and gather feedback for revision.
- D. Define the key facts about Claude ' s role and the boundaries that apply.
- E. Schedule a follow-up forum to handle questions raised by the messages.
Correct Answer: B,D 🗳️
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A knowledge worker notices that a Claude output may have repeated a confidential financial figure from an internal source that the user was instructed to treat as restricted. The output has not yet been shared outside the user.
Which immediate action is most appropriate?
- A. Stop using the output and start a new chat with a more carefully scoped prompt, since the issue is resolved as long as the original output is not used.
- B. Edit the output to remove the figure, save the edited version for the intended use, and document the change in a personal log without involving the governance channel.
- C. Stop using the output, document the issue-including the prompt and source-and report it through the documented governance or incident channel.
- D. Continue using the output for the intended internal purpose, since the figure has not left the user's possession and no external disclosure has occurred.
Correct Answer: C 🗳️
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You are reviewing claims about prompt iteration that colleagues have made during recent training.
Which two claims about prompt iteration are accurate? (Select two.)
Each correct answer presents a complete solution.
- A. Repeatedly resubmitting the same prompt is the most reliable way to improve the output.
- B. More iterations always produce a better output, regardless of what was changed.
- C. Iteration should stop only after every possible alternative phrasing has been tried.
- D. Iteration is most productive when each change targets a specifically diagnosed weakness.
- E. Comparing the output against the original criteria validates whether the iteration helped.
Correct Answer: D,E 🗳️
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A senior project coordinator has been asked to use Claude to produce an end-of-year report covering finance, operations, and customer outcomes. The three areas have separate data owners and separate source documents.
Which decomposition approach is most likely to produce a strong report?
- A. Prompt Claude once with all source documents and request the full report, including the executive summary, in a single pass.
- B. Draft the three sections in parallel, each using a section-specific prompt, then concatenate and lightly edit the outputs into the final report.
- C. Define the report goals, gather inputs per section, draft each section in its own prompt, then synthesize the executive summary from the drafted sections.
- D. Draft the executive summary first to anchor the report ' s narrative, then draft each section so it supports the summary already written.
Correct Answer: C 🗳️
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A learning specialist is configuring a Project for course-design work. Their organization has an internal instructional-design standard and a preferred output structure for lesson outlines.
Which custom-instruction set best supports this use case?
- A. Specify only the preferred output structure for lesson outlines, since the structure carries the standards implicitly and naming the role adds no value.
- B. Name Claude's role as a course designer and require alignment with the organization's instructional- design standards; leave the output structure to Claude based on each lesson's topic.
- C. Name Claude's role as a course designer; let each chat prompt specify the standards and output structure for that lesson, since lessons vary widely.
- D. Name Claude's role as a course designer, require alignment with the organization's instructional-design standards, and specify the preferred output structure for lesson outlines.
Correct Answer: D 🗳️
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