CCA-F試験の準備方法｜素晴らしいCCA-F参考書試験｜ハイパスレートのClaude Certified Architect Foundations (CCA-F)試験解答

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Anthropic CCA-F Exam Syllabus Topics:

Section	Weight	Objectives
Tool Design & MCP Integration	18%	- Model Context Protocol (MCP) 1. Tool schema design 2. MCP client/server integration patterns
Agentic Architecture & Orchestration	27%	- System orchestration patterns 1. Hub-and-spoke agent systems 2. Task decomposition strategies - Agentic loop design and execution lifecycle 1. Multi-agent coordination and delegation patterns 2. Tool use decision flow (tool_use vs end_turn)
Claude Code Workflows & Configuration	20%	- Claude Code operational patterns 1. CI/CD and workflow integration 2. Plan mode vs execution mode
Prompt Engineering & Structured Output	20%	- Reliable structured generation 1. Schema-guided outputs 2. Prompt patterns for agents
Context Management & Reliability	15%	- Long-context optimization 1. Reliability and retry strategies 2. Context window management

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CCA-F試験解答 & CCA-F最速合格

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Anthropic Claude Certified Architect Foundations (CCA-F) 認定 CCA-F 試験問題 (Q96-Q101):

質問 # 96
A properly structured SKILL.md file relies on YAML frontmatter metadata to inform Claude of its capabilities. Which of the following are REQUIRED fields in the skill frontmatter? Choose 2 correct answers.

A. name
B. description
C. model
D. allowed-tools

正解：A、B

解説：
The 'name' and 'description' fields are the only strictly required fields in the SKILL.md frontmatter. Claude relies on the description for semantic matching to determine when to trigger the skill. Options like allowed-tools and model are powerful, but optional.

質問 # 97
When using Claude Code for test generation and feature implementation, what is the recommended Test-Driven Development (TDD) iterative refinement pattern?

A. Write a failing test -> implement code to pass the test -> run tests -> refine implementation while keeping tests green.
B. Write implementation write tests -> prompt Claude to 'make it better' -> refactor.
C. Run the /test slash command to automatically infer and generate missing unit tests for the entire project.
D. Use Plan Mode to write all tests simultaneously, then execute them in a single batch.

正解：A

質問 # 98
You have testing conventions that must be uniformly applied, but your test files are distributed alongside source code files (e.g., Button. test. tsx next to Button. tsx). Why is creating a rule file in . claude/rules/ better than modifying the root CLAUDE. md?

A. The root CLAUDE .md cannot process testing frameworks like Jest or Vitest.
B. The root CLAUDE .md is strictly reserved for environment variable expansion.
C. Rules in . claude/rules/ can natively execute shell commands prior to loading, unlike the root configuration.
D. Consolidating all conventions in the root CLAUDE .md requires Claude to infer which sections apply to which files, making the application of rules probabilistic rather than deterministic.

正解：D

解説：
Consolidating all conventions in a root CLAUDE.md file forces the model to rely on inference to determine which sections apply to the current context. Using .claude/rules/ with glob patterns applies conventions deterministically based on file paths, regardless of directory location.

質問 # 99
A developer wants Claude to explain every reasoning step internally before answering. Why might this request be inappropriate?

A. JSON cannot contain reasoning.
B. Claude requires GPU acceleration.
C. Internal reasoning should not be relied upon as an application feature.
D. Temperature prevents explanations.

正解：C

解説：
Applications should evaluate Claude based on observable outputs rather than expecting access to internal reasoning processes. Prompting should request useful explanations or evidence instead of relying on hidden reasoning mechanisms.

質問 # 100
In a multi-agent system, a subagent times out querying a database. How should this error be propagated back to the coordinator agent?

A. Propagate the exception directly to a top-level handler to terminate the entire workflow.
B. Catch the timeout and return an empty result set marked as successful to keep the workflow moving.
C. Return a generic string {"error": "Operation failed"}.
D. Return structured error context including the failure type, what was attempted, and partial results.

正解：D

解説：
Structured error propagation is critical. Returning structured error context (failure type, what was attempted, partial results) enables the coordinator to make intelligent recovery decisions. Silently returning empty results or terminating the whole workflow immediately are anti-patterns.

質問 # 101
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