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

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

The document analysis agent has a single analyze_documnet tool that takes a document and a free-text instruction parameter. During evaluation, requests like "extract the key financial metrics" often return narrative summaries, while "summarize the methodology" sometimes returns raw data tables. The synthesis agent reports that 35% of analysis results require re-requests with clarified instructions. What's the most effective way to improve reliability?

• A. Enhance the tool description with detailed examples showing how different instruction phrasings should map to different output formats
• B. Split the generic tool into purpose-specific tools - extract_data_points, summarize_content, verify_claim_against_source - each with defined input/output contracts
• C. Keep the single tool but add an analyze_type enum parameter requiring explicit selection between extraction, summarization, and verification modes
• D. Have the coordinator pre-classify each analysis request before passing instructions to the document analysis agent

You are building developer productivity tools using the Claude Agent SDK. The agent helps engineers explore unfamiliar codebases, understand legacy systems, generate boilerplate code, and automate repetitive tasks. It uses the built-in tools (Read, Write, Bash, Grep, Glob) and integrates with Model Context Protocol (MCP) servers.
You've configured your Claude agent with three MCP servers: one for git operations, one for Jira ticket management, and one for documentation search.
When a user asks the agent to "create a branch for JIRA-123 and add documentation links to the ticket," how does the agent access tools across these servers?

• A. Tools from all configured MCP servers are discovered at connection time and available simultaneously to the agent.
• B. The agent queries each server sequentially to determine which handles each tool, routing calls based on tool name prefixes.
• C. You must specify which MCP server to use for each turn, and the agent can only access one server's tools at a time.
• D. The agent automatically selects the most relevant server based on the request and loads only that server's tools.

You are using Claude Code to accelerate software development. Your team uses it for code generation, refactoring, debugging, and documentation. You need to integrate it into your development workflow with custom slash commands, CLAUDE.md configurations, and understand when to use plan mode vs direct execution.
Your team frequently migrates React components to Vue. You've written a step-by-step workflow for Claude Code to follow during each migration, and you want every developer on the team to invoke it by typing /migrate-component. The workflow should stay in sync as the team iterates on it. Where should you place the skill file?

• A. In ~/.claude/skills/migrate-component/SKILL.md on each developer's machine
• B. In .claude/skills/migrate-component/SKILL.md at the project root, committed to version control
• C. In the project's.claude/settings.json using a skillOverrides entry to register and define the workflow
• D. As a detailed instruction block in the project's root CLAUDE.md file