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Anthropic CCAO-F Exam Syllabus Topics:

Anthropic Claude Certified Associate-Foundations Sample Questions:

1. A manager is deciding what changes to make while conducting a Memory maintenance review for a long- running workflow.
Which two actions best support Memory quality over time? (Select two.)

A) Leave all memories untouched on the basis that the workflow has been running consistently and no output-quality issues have been reported.
B) Delete all memories as the maintenance action to ensure a clean slate, then allow Claude to rebuild context organically through subsequent workflow runs.
C) Disable Memory entirely to eliminate the risk of stale entries surfacing in future workflow runs.
D) Export the current memories as a backup before making changes, so prior context can be restored if a maintenance edit unintentionally removes information the workflow still depends on.
E) Identify and edit or delete entries that are stale, inaccurate, or no longer relevant, and add context Claude has not automatically captured but the workflow continues to need.

2. You are a content creator. A first response from Claude is accurate but uses inconsistent terminology that does not match your organization's glossary.
Which iterative change addresses the issue most directly?

A) Provide the organization's glossary and instruct Claude to use only those terms throughout the response.
B) Increase the requested length so the inconsistent terminology appears more often.
C) Remove the topic from the prompt to avoid the terminology issue entirely.
D) Ask Claude to invent additional terms unrelated to the glossary.

3. You are an operations lead sorting proposed Claude use cases according to whether they are acceptable for your team to pursue.
Which two proposed use cases are acceptable for the team to pursue with Claude? (Select two.) Each correct answer presents a complete solution.

A) Drafting a preliminary symptom summary to support a clinician's diagnostic review.
B) Synthesizing themes across approved customer feedback under aggregation rules.
C) Drafting an internal training summary from approved internal documentation.
D) Drafting a legal summary that an attorney will review and edit before sharing it with a client.
E) Summarizing performance-review notes across a team to support a manager's promotion decisions.

4. A Claude associate is incorporating reviewer feedback that named two specific issues with a Claude-drafted brief. The rest of the brief was accepted as written.
Which next step is most likely to produce a strong revision?

A) Address the two specific issues directly, leave unrelated parts unchanged, and document the changes for the next review.
B) Address the two specific issues and add a third improvement the associate identified, since combining reviewer feedback with self-identified improvements is more efficient.
C) Address the two specific issues and also revise unrelated sections to maintain a consistent voice across the brief after the edits.
D) Rewrite the brief from scratch incorporating the two specific issues, since starting fresh integrates the feedback more cleanly than targeted edits.

5. A knowledge worker is iterating a prompt that has produced a partly acceptable response.
Which refinement practice produces the strongest learning across iterations?

A) Change one identifiable element per iteration, capture the change and its effect, and adjust another element only after the first is settled.
B) Restart from a fresh prompt each iteration so that prior wording does not bias the next attempt, and pick the strongest response at the end.
C) Address every weakness the response showed in a single revision, then compare the revised output against the prior version.
D) Make several related changes in one iteration when they target the same weakness, and revert the whole set if the combined change makes the output worse.

Solutions: