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Anthropic Claude Certified Associate-Foundations Sample Questions:

1. You are reviewing items proposed for inclusion in a Project that supports policy summaries.
Which two items are appropriate to include in the Project? (Select two.) Each correct answer presents part of the solution.

A) presentation slides from a recent team training session on internal communication standards
B) employee onboarding records used in a separate HR workflow managed by the same team
C) the current policy library that the summaries are drawn from
D) active client case files maintained by a separate legal team for a different workstream
E) the summary format and the audience expectations the summaries must meet

2. An operations assistant is using Claude to support process optimization for an existing intake workflow. The assistant has access to the current process documentation and recent cycle-time data.
Which activity best uses Claude to support this process optimization task?

A) Apply Claude to predict the cycle-time impact of each proposed change and rank them so the team can implement improvements in priority order.
B) Map the current intake process, identify likely bottlenecks based on the cycle-time data, and propose optimization options for human review.
C) Generate an optimized version of the intake process based on industry benchmarks, then compare it to the current process to identify gaps.
D) Use Claude to interview each team member who works on the intake process and synthesize the interview output into a redesigned workflow.

3. 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) 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.
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) 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.
D) Leave all memories untouched on the basis that the workflow has been running consistently and no output-quality issues have been reported.
E) Disable Memory entirely to eliminate the risk of stale entries surfacing in future workflow runs.

4. A senior manager is reviewing a colleague's habit of never updating their team's Project configurations because "if it works once, it works forever." Which feedback is most warranted?

A) Configurations should be updated on a fixed schedule regardless of whether the underlying policies and source documents have changed, since regular maintenance prevents drift.
B) Configurations should be updated only when output quality visibly degrades, since proactive updates risk introducing regressions in working configurations.
C) Configurations should be left alone if the team is satisfied with current outputs, and any required updates should be handled at the chat level rather than the Project level.
D) Configurations should be reviewed and updated periodically because policies, terminology, and source documents change over time, even when output quality has not visibly degraded.

5. A knowledge worker is applying the AI Fluency Framework Description competency while revising an underperforming prompt.
Which revision best reflects Description principles?

A) 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.
B) 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.
C) 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.
D) 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.

Solutions: