CCAO-F Claude Certified Associate – Foundations

A learning specialist is setting up a Claude Project for course design. The organization has an instructional-design standard and a preferred lesson-outline format. Which custom instructions best support this work?

• A. Set Claude’s role and let each chat define the standards and output structure.
• B. Set Claude’s role and require the standard, but let Claude choose the lesson format.
• C. Specify the outline format only; the format will imply the standard and role.
• D. Specify Claude’s course-designer role, the organizational standard, and the preferred outline format.

A project manager is reviewing messages that explain Claude’s role in a workflow. Which two messages are appropriate for stakeholders? (Choose two.)

• A. The model never makes mistakes and does not need quality review.
• B. “The AI is taking care of it,” without further detail.
• C. Claude will perform every task without human involvement.
• D. A clear explanation of the integration’s limits and known failure modes.
• E. An honest description of where Claude assists and where people retain decisions.

You are checking a Claude-generated competitor brief for unsupported claims. Put the review steps in the correct order:

1. Cross-check each claim against supplied material or trusted references.
2. Decide whether to correct, re-prompt or escalate.
3. Document unsupported or inconsistent claims with location and severity.
4. Identify factual claims, statistics and citations.
5. Read the brief and flag surprising claims.

• A. 1, 4, 5, 3, 2
• B. 4, 5, 1, 3, 2
• C. 5, 1, 4, 3, 2
• D. 5, 4, 1, 3, 2

Before scoring a Claude output against an evaluation checklist, which two steps must be completed? (Choose two.)

• A. Define the criteria that matter for the task.
• B. Promote the approved output to production.
• C. Forward unacceptable outputs for a second review.
• D. Set the threshold for acceptable versus unacceptable output.
• E. Record the final score and reviewer comments.

Which two practices support effective use of the context window? (Choose two.)

• A. Reuse the same relevant context block across related requests.
• B. Concatenate source documents without separators.
• C. Include every full project email thread, whether relevant or not.
• D. Remove irrelevant material before sending the request.
• E. Use clear section headings to distinguish parts of the input.