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Anthropic Claude Certified Architect Foundations (CCA-F) Sample Questions:

1. A pull request modifies 14 files across the stock tracking module. A single-pass self-evaluation review analyzing all files together produces inconsistent results: detailed feedback for some files but superficial comments for others. How should you restructure the evaluation architecture?

A) Require developers to manually split the PR into smaller submissions before the automated review runs.
B) Switch to a higher-tier model with a larger context window to give all 14 files adequate attention in one pass.
C) Run three independent review passes on the full PR and only flag issues that appear in at least two of the three runs.
D) Split into focused passes: analyze each file individually for local issues, then run a separate integration-focused pass examining cross-file data flow.

2. A engineer is creating a reusable custom Skill in . claude/skills/refactor/SKILL.md. The skill requires an isolated context window to avoid polluting the main session with exploration noise, and must be restricted to only reading files (no modifications). Which frontmatter configurations are required? Choose 2 correct answers.

A) permissions: read-only
B) allowed-tools: Read, Grep, Glob
C) isolation: true
D) context: fork

3. To prevent an exploratory skill from making destructive changes to the file system, you must restrict the tools it can access. How is this enforced in a SKILL.md file?

A) By setting permissions: read-only in the YAML frontmatter.
B) By using the allowed-tools frontmatter field to explicitly list permitted tools like Read, Grep, Glob.
C) By defining a PreToolUse hook inside the skill definition.
D) By omitting the Write and Edit instructions from the markdown text.

4. You are integrating Claude Code into a GitHub Actions CI/CD pipeline to automate pull request reviews. Which flag combination must be used to ensure the process runs without hanging and produces machine-parseable output?

A) Option B
B) Option D
C) Option C
D) Option A

5. You are designing custom MCP tools for a quicktechie.com backend system. Why is it considered an architectural anti-pattern to design a single, monolithic process_data tool with 20 optional parameters for extraction, summarization, and verification?

A) Massive generic tools degrade tool selection reliability; they should be split into purpose-specific tools with defined input/output contracts.
B) It triggers automatic prompt caching invalidation upon every execution.
C) The Claude API strictly limits individual tool schemas to a maximum of 5 parameter properties.
D) MCP servers do not support passing complex nested JSON objects required by optional parameters.

Solutions: