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Anthropic CCAR-P 問題集

CCAR-P

試験コード:CCAR-P

試験名称:Claude Certified Architect - Professional

最近更新時間:2026-08-21

問題と解答:全116問

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質問 1:
A security team is evaluating two proposed controls. Control A adds an outbound tool allow-list with destination restrictions and per-call review. Control B scores responses against a stable adversarial evaluation set after each model-version change.
Which two risk categories are correctly matched to these controls? (Select two.)
A. Control A - silent quality drift after a model-version upgrade
B. Control B - silent quality drift after a model-version upgrade
C. Control A - data exfiltration via outbound tool calls
D. Control A - prompt injection from adversarial content in retrieved data
E. Control B - data exfiltration via outbound tool calls
正解:B,C
解説: (Topexam メンバーにのみ表示されます)

質問 2:
You are compiling team-setup practices for a Claude Code rollout across an engineering organization.
Which two practices belong on the list? (Select two.)
Each correct answer presents a complete solution.
A. Use user scope for team-shared MCP servers so every engineer on the team has consistent access.
B. Use project scope for personal editor preferences so the preferences apply consistently within the project.
C. Use local scope for security-critical permission rules so each engineer can adapt them to ongoing work.
D. Apply managed configuration centrally for security-critical settings that must not be overridden by individual engineers.
E. Use project scope for team-shared Model Context Protocol (MCP) servers and permission rules under version control.
正解:D,E
解説: (Topexam メンバーにのみ表示されます)

質問 3:
You are integrating Claude Code into a workflow that runs against a production database.
Which guardrail design most directly preserves safety on data-modifying operations?
A. Allow Claude Code to write directly to the production database without subagent scoping, read-only credential defaults, or human confirmation gates on data-modifying operations.
B. Disable all logging and auditing on database operations through the MCP server to reduce alert noise, removing the observability needed to detect unintended data modifications.
C. Configure the database MCP server with a fully privileged credential that can perform any read or write operation, and allow all operations to proceed without explicit human confirmation.
D. Configure the database MCP server with a read-only credential by default, restrict the subagent's tool list to read-only operations, and require explicit human confirmation on any operation that would modify data.
正解:D
解説: (Topexam メンバーにのみ表示されます)

質問 4:
A Claude architect at a health services organization is defining evaluation metrics for a clinical-summary pipeline. The pipeline must remain within a per-query cost ceiling and must never surface patient data to unauthorized roles.
Which two metrics directly address these requirements? (Select two.)
A. BLEU score computed against a human-annotated reference summary set
B. Throughput measured as successful requests processed per minute
C. Response latency at the 95th percentile across a one-week sample window
D. Per-query token cost measured against the defined cost ceiling
E. Role-based access-control enforcement rate measured on a red-team dataset
正解:D,E
解説: (Topexam メンバーにのみ表示されます)

質問 5:
You must present an architectural recommendation to deploy a Claude-based contract review assistant to a steering committee that includes the CFO, the general counsel, and the CIO. Each stakeholder cares about different aspects of the decision.
How should you structure the recommendation document?
A. Lead with the architectural decision, then address each stakeholder's primary concerns directly.
B. Present the same dense narrative throughout with no stakeholder differentiation in any section.
C. Lead with detailed cost projections across the full multi-year horizon before the rationale section.
D. Lead with the technical architecture diagram and the full component list before any other section.
正解:A
解説: (Topexam メンバーにのみ表示されます)

質問 6:
A Claude architect is designing a HIPAA-compliant pipeline that processes patient records.
Which two design decisions directly support HIPAA compliance requirements? (Select two.)
A. Enforcing role-based access controls so that PHI is retrievable only by authorized personnel.
B. Setting max_tokens to a low value to minimize the volume of text generated per request.
C. Using streaming responses to reduce perceived latency for clinical users.
D. Selecting the highest-capability Claude model to maximize diagnostic accuracy.
E. Ensuring patient data is never included in training feedback loops sent to the model provider without a BAA in place.
正解:A,E
解説: (Topexam メンバーにのみ表示されます)

質問 7:
You are diagnosing a Claude Code session whose subagent uses 50,000 tokens of context before the engineer types a single message.
Which root cause is most likely?
A. The developer's keyboard layout or input-method configuration is the cause of the elevated context consumption, introducing extra tokens before the engineer types any message.
B. Many MCP servers are configured, each contributing tool definitions to the context budget; Tool Search is not enabled, so all definitions load upfront.
C. The model has internal personal preferences or default behaviors that silently consume large portions of context budget before any user message is processed, independent of tool configuration.
D. The font rendering or display-scaling settings of the IDE are converting visual output into additional context tokens, causing the high pre-session context consumption.
正解:B
解説: (Topexam メンバーにのみ表示されます)

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Anthropic Claude Certified Architect - Professional 認定 CCAR-P 試験問題:

1. You are selecting a pattern for a compliance Q & A assistant that must answer policy questions with citations to the authoritative internal source set. Latency, cost, and audit predictability are prioritized.
Which pattern is the best fit?

A) Multi-agent orchestration with a planner, researcher, and writer agent for every query.
B) A pure agent loop with open web-browsing tools to surface the most current policy information, without constraining retrieval to the authoritative internal corpus.
C) Augmented LLM with retrieval-augmented generation over the indexed authoritative corpus and citation rendering on each answer.
D) A static prompt with the entire policy corpus concatenated into every request.


2. When communicating an architectural decision to a security and compliance reviewer, which content set is most aligned with that audience's primary concerns?

A) Feature delivery schedule, roadmap dependencies, and scope boundaries for the product manager.
B) Threat model, control mappings, residual-risk acceptance criteria, and audit traceability.
C) Decision rationale, business outcomes, and high-level risk summary for executive review.
D) Implementation timeline, component interfaces, and deployment sequence for the engineering team.


3. A Claude architect needs to ensure that a security-hardening flag cannot be disabled by any individual engineer after it is set.
Which configuration scope correctly enforces this requirement?

A) Managed configuration applied centrally and marked as non-overridable
B) Project scope (.claude/settings.json) committed to the repository
C) Environment variable defined in the CI/CD pipeline only
D) User scope (~/.claude/settings.json) on each engineer's machine


4. You are a solution architect designing a Claude-based assistant with access to 60 internal tools across multiple business domains. Loading every tool definition on every request increases token usage and time to first response.
Which design pattern best addresses this issue without sacrificing capability breadth?

A) Use a separate model call to summarize all 60 tool definitions before each user turn.
B) Hard-code a fixed set of five tools per request to reduce token usage, regardless of whether those tools are relevant to the current task.
C) Increase the maximum context length and load all 60 tool definitions on every request, accepting the higher token cost and latency as necessary for full capability.
D) Apply progressive tool discovery so a curated initial subset is exposed and additional tools are loaded on demand based on the task.


5. You are assessing data-exfiltration risk in a Claude-based assistant that has tools for both internal-document retrieval and outbound HTTP calls.
Which scenario most directly indicates a data-exfiltration risk?

A) The internal-document retrieval tool returns a document that the user is authorized to view.
B) The outbound HTTP tool returns a 200 response when the assistant calls an allow-listed domain to fulfil a user-initiated data-lookup request.
C) Adversarial content in a retrieved document instructs the model to call the outbound HTTP tool and send sensitive content to an attacker-controlled URL.
D) The user submits a routine question and receives a routine answer.


質問と回答:

質問 # 1
正解: C
質問 # 2
正解: B
質問 # 3
正解: A
質問 # 4
正解: D
質問 # 5
正解: C

CCAR-P 関連試験
CCAR-F - Claude Certified Architect - Foundations
CCA-F - Claude Certified Architect Foundations (CCA-F)
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