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Anthropic CCAO-F Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Configuration and Knowledge Management | 12% | - Manage uploaded knowledge and connectors - Configure Claude Projects with instructions and knowledge sources - Create effective system-level instructions - Maintain and update configurations |
| Topic 2: Workflow Integration and Solution Design | 16% | - Support solution design through iteration - Use Claude for research, planning, and process optimization - Integrate Claude into existing workflows and communicate its value and limitations - Analyze requirements and use cases |
| Topic 3: Output Evaluation and Validation | 21% | - Evaluate Claude-generated outputs for accuracy and completeness - Identify hallucinations, inconsistencies, and biases in responses - Determine when human review or additional verification is required - Apply fact-checking and validation techniques - Edit and adapt outputs for the intended audience - Organize and curate information and select appropriate output formats |
| Topic 4: Prompting and Task Execution | 14% | - Iterate prompts to improve output quality - Apply task decomposition techniques to structure complex requests - Create effective prompts for business and technical tasks - Adapt prompting strategy by task type |
| Topic 5: Product and Model Selection | 12% | - Manage context limitations and memory - Differentiate between Claude model types - Align model selection with task requirements - Select appropriate Claude product features |
| Topic 6: Troubleshooting and Optimization | 10% | - Optimize workflows for efficiency and effectiveness - Adjust approaches based on feedback and results - Identify and diagnose issues with underperforming prompts or poor outputs |
| Topic 7: 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 |
Anthropic Claude Certified Associate-Foundations Sample Questions:
You are a Claude associate troubleshooting a Claude response that introduces facts not present in the supplied source.
Which root cause is most directly indicated?
- A. The prompt's heading-based structure encourages Claude to generate placeholder content under each heading even when the source does not cover it.
- B. The prompt does not constrain Claude to use only facts present in the supplied source.
- C. The prompt asks for a comprehensive response, which leads Claude to fill perceived gaps with plausible-sounding but unverified detail.
- D. The prompt asks Claude to act as a researcher rather than a writer.
Correct Answer: B 🗳️
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You are a research associate preparing inputs for a long task that references two lengthy regulatory documents, but only specific sections apply.
Which approach best preserves context-window capacity?
- A. Extract only the relevant sections from each document and include those, omitting unrelated chapters.
- B. Skip the documents entirely and rely on Claude to invent the missing context.
- C. Split each document into one-character pieces and provide them one at a time.
- D. Paste the full text of both documents without trimming to maximize the available material.
Correct Answer: A 🗳️
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A project manager is transforming a Claude-generated draft into a polished board memo. The board reads the memo before the meeting and expects it to be scannable, factually verified, and consistent with the organization ' s standard terminology.
Which set of refinements is most appropriate?
- A. Apply consistent headings, tighten wording for executive scanability, align terminology with the organization ' s standards, and verify each fact against source data.
- B. Tighten wording for executive scanability and verify each fact against source data; leave heading structure and terminology as written to preserve the draft ' s voice.
- C. Apply consistent headings and align terminology with the organization ' s standards; rely on Claude ' s verification of facts, since the draft was generated from the source data.
- D. Apply consistent headings, expand each section to give the board full context, and align terminology with the organization ' s standards.
Correct Answer: A 🗳️
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You are organizing connected data sources for a team and must complete the planning steps before authorizing any connection.
Which two planning steps must be completed BEFORE authorizing a new Connector? (Select two.) Each correct answer presents part of the solution.
- A. Confirm the Connector is on the approved-vendor list maintained by IT.
- B. Train every team member on the new Connector through formal training sessions.
- C. Migrate every existing report off the prior data source onto the new Connector.
- D. Decommission any unused legacy Connectors that may still be authorized.
- E. Confirm the data classification of the source and the team's permission to use it.
Correct Answer: A,E 🗳️
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You are optimizing a recurring Claude workflow and must complete the diagnostic steps before changing the workflow.
Which two diagnostic steps must be completed BEFORE changing the recurring workflow? (Select two.) Each correct answer presents part of the solution.
- A. Deploy the updated workflow across the team and monitor for adoption issues.
- B. Identify the steps that contribute most to time, cost, or quality issues.
- C. Document the revised workflow steps and update the team ' s standard operating procedures.
- D. Notify executive leadership of the projected savings from the optimization.
- E. Measure the current workflow ' s quality, time, and cost across recent runs.
Correct Answer: B,E 🗳️
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