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Anthropic Claude Certified Associate-Foundations Sample Questions:

1. 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) 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) 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.

2. A senior project coordinator has been asked to use Claude to produce an end-of-year report covering finance, operations, and customer outcomes. The three areas have separate data owners and separate source documents.
Which decomposition approach is most likely to produce a strong report?

A) Draft the three sections in parallel, each using a section-specific prompt, then concatenate and lightly edit the outputs into the final report.
B) Draft the executive summary first to anchor the report's narrative, then draft each section so it supports the summary already written.
C) Define the report goals, gather inputs per section, draft each section in its own prompt, then synthesize the executive summary from the drafted sections.
D) Prompt Claude once with all source documents and request the full report, including the executive summary, in a single pass.

3. A Claude associate is evaluating whether to enable a Skill that was provided by an unfamiliar third party.
Which two checks best support a sound trust decision? (Select two.)

A) Enable the Skill immediately on the basis of strong external reviews, even though its source has not been validated and its permissions remain unverified.
B) Review the permissions and capabilities the Skill requests and confirm that the requested access is appropriate for the task the Skill is intended to perform.
C) Skip permission review on the assumption that the Skill cannot exceed the boundaries of the workflow, even though Skills can request access that the task does not require.
D) Verify the source of the Skill against the organization's approved-Skill list before enabling it within Claude.ai or any Project the team uses for its work.
E) Treat the Skill's appearance in a public listing as sufficient validation, without confirming the source, requested permissions, or alignment with the organization's approved-Skill list.

4. You are configuring a new Claude Project for a specific recurring workload.
Which Project configuration step should be performed first?

A) Add reference materials and instructions that the Project will rely on.
B) Define the purpose of the Project and the recurring tasks it must support.
C) Test the configured Project on a representative request from the workload.
D) Invite collaborators to the Project and confirm the appropriate access levels.

5. 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) 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.
B) Leave all memories untouched on the basis that the workflow has been running consistently and no output-quality issues have been reported.
C) Delete all memories as the maintenance action to ensure a clean slate, then allow Claude to rebuild context organically through subsequent 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) Disable Memory entirely to eliminate the risk of stale entries surfacing in future workflow runs.

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