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Anthropic CCAO-F Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Workflow Integration and Solution Design | 16% | - Communicating Claude's value and limitations - Integrating Claude into existing workflows - Research, planning, and process optimization - Solution design and iteration - Analyzing requirements and use cases |
| Topic 2: Product and Model Selection | 12% | - Balancing quality, speed, and cost - Managing context limitations and memory - Selecting Claude models - Selecting appropriate Claude product features |
| Topic 3: Configuration and Knowledge Management | 12% | - Managing instructions and knowledge sources - Managing uploaded knowledge and connectors - Configuring Claude Projects - Maintaining configuration and knowledge sources |
| Topic 4: Troubleshooting and Optimization | 10% | - Optimizing workflows for efficiency and effectiveness - Adjusting approaches based on feedback and results - Diagnosing underperforming prompts and outputs |
| Topic 5: Prompting and Task Execution | 14% | - Iterating prompts to improve output - Task decomposition - Adapting prompting strategies to task types - Creating effective prompts |
| Topic 6: Governance, Risk, and Responsible Use | 15% | - Identifying appropriate and inappropriate AI use cases - Data sensitivity, privacy, and regulatory considerations - Organizational AI governance and policies - Ethical and responsible AI use |
| Topic 7: Output Evaluation and Validation | 21% | - Fact-checking and validation - Determining when human review or verification is required - Editing, adapting, and refining outputs - Evaluating output accuracy and completeness - Identifying hallucinations, inconsistencies, and bias |
Anthropic Claude Certified Associate-Foundations Sample Questions:
A knowledge worker is applying the AI Fluency Framework Description competency while revising an underperforming prompt.
Which revision best reflects Description principles?
- A. 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.
- B. 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.
- C. 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.
- D. 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.
Correct Answer: B 🗳️
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A communications manager is drafting a prompt for Claude to produce a quarterly newsletter for store managers in three regions. The agreed key messages, regional details, and a prior newsletter the team liked are all available.
Which prompt approach is most likely to produce a usable first draft?
- A. Attach the prior newsletter and the agreed key messages, and ask Claude to produce a similar newsletter for this quarter.
- B. Name the audience, the three regions, the length, the tone, and the agreed key messages, and reference the prior newsletter only as a tone example.
- C. Provide the agreed key messages and the three regions, and ask Claude to choose an appropriate length and tone for store managers.
- D. Attach the prior newsletter, and ask Claude to match its tone and structure while incorporating the new key messages for the three named regions.
Correct Answer: B 🗳️
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You are running an optimization pass on a recurring workflow.
Which is the correct order of optimization steps?
(1) Apply targeted optimization to the bottleneck step.
(2) Roll out the optimized workflow to the broader team and document the change.
(3) Identify the bottleneck step using measured time per step and queue length.
(4) Map the current workflow steps, owners, and decision points.
(5) Pilot the change with a small group and measure the effect against the prior baseline.
- A. 4,1,3,5,2
- B. 4, 3, 2, 1, 5
- C. 3,4,1,5,2
- D. 4,3,1,5,2
Correct Answer: D 🗳️
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You are a product designer using Claude in a solution-design exercise.
Which solution-design step should be performed first when using Claude?
- A. Compare the candidate concepts against the constraints and select a finalist.
- B. Produce detailed mock-ups of the chosen solution for stakeholder review.
- C. Articulate the problem the solution must address and the constraints in play.
- D. Generate candidate solution concepts using Claude across diverse styles.
Correct Answer: C 🗳️
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You are a project manager weighing workflow steps by how much leverage Claude integration provides.
Which workflow step typically offers the greatest Claude leverage in a knowledge-work team?
- A. making final personnel decisions about hiring, promotion, or termination
- B. negotiating contractual terms with external parties on behalf of the company
- C. drafting and synthesizing across many sources for a downstream reviewer
- D. approving final deliverables for external publication without further review
Correct Answer: C 🗳️
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