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Certified Architect Foundations (CCA-F) |\n| Certification Provider: | Anthropic |\n| Free Question Number: | 153 |\n| Version: | v2026-09-24 |\n| \\# of views: | 104 |\n| \\# of Questions views: | 1666 |\n| [https://www.freecram.net/torrent/Anthropic.CCA-F.v2026-09-24.q153.html](https://www.freecram.net/torrent/Anthropic.CCA-F.v2026-09-24.q153.html) |  |\n\nNEW QUESTION: 1  \nWhich of the following statements correctly describe best practices for few-shot prompting? Choose 2 correct answers.  \nA. Few-shot examples are highly effective for demonstrating ambiguous-case handling.  \nB. Few-shot examples should be avoided when extracting data from documents with highly varied structures.  \nC. Every few-shot example provided should use a completely different output format to show flexibility.  \nD. The examples provided should maintain identical formatting to establish a clear pattern for the model to follow.  \nAnswer: (SHOW ANSWER)  \nBest practices dictate that few-shot examples should demonstrate ambiguous-case handling and edge cases, and all examples must maintain identical formatting to establish a reliable pattern. Few-shot examples are actually highly recommended for documents with varied structures.  \nNEW QUESTION: 2  \nIn a large organization, skill naming conflicts can occur. If a personal skill, a project-level skill, a plugin skill, and an enterprise managed skill all share the identical name, what is the correct priority order (from highest to lowest) that Claude Code uses to resolve the conflict?  \nA. Personal > Enterprise > Project > Plugins  \nB. Enterprise > Personal > Project > Plugins  \nC. Project > Enterprise > Personal > Plugins  \nD. Plugins > Project > Personal > Enterprise  \nAnswer: (SHOW ANSWER)  \nClaude Code resolves skill name conflicts following a strict priority hierarchy: Enterprise (managed settings) take highest priority, followed by Personal skills, Project skills, and finally Plugins at the lowest priority.  \nNEW QUESTION: 3  \nWhen designing JSON schemas and interfaces for an agent's tools, which of the following practices represent recommended tool design principles? Choose 2 correct answers.  \nA. Keeping tool descriptions under 10 words to minimize context window token consumption.  \nB. Expanding tool descriptions to explicitly document what happens with empty inputs or invalid boundary data.  \nC. Splitting a generic document analysis tool into distinct, purpose-built extract_data and verify _ claim tools.  \nD. Combining all related backend API endpoints into a single monolithic tool to simplify the allowedTools array.  \nAnswer: (SHOW ANSWER)  \nRecommended tool design principles include providing highly detailed descriptions (including edge cases and empty input handling) and splitting generic or monolithic tools into specialized, purpose-specific tools with clear input/output contracts. Minimal descriptions and monolithic tools severely degrade the LLM's ability to select and configure tools reliably.  \nNEW QUESTION: 4  \nWhen authoring a complex skill, relying [on a massive 2000-line SKILL. md](on a massive 2000-line SKILL. md) file wastes context window tokens. Which of the following describe the recommended \"progressive disclosure\"architectural pattern? Choose 2 correct answers.  \n[A.](A. Keep the SKILL .md)[ Keep the SKILL .md](A. Keep the SKILL .md) file under 500 lines and link to supporting reference files that Claude reads only when needed.  \nB. Store executable validation code in a scripts/ directory and instruct Claude to run them rather than read their contents.  \nC. Use the fork_session command explicitly on line 1 of the markdown to split the file structure.  \nD. Configure an automatic /compact command to execute every 10 turns within the skill definition.  \nAnswer: A,B ( LEAVE A REPLY)  \nProgressive disclosure in skill architecture involves keeping [the main SKILL.md](the main SKILL.md) file small (under","cbCaiup6NwVrpz9y","https://ap.wps.com/l/cbCaiup6NwVrpz9y","pdf",810070,43,"English","# Questions\n## Few-shot prompting best practices\n## Claude Code skill naming conflict priority\n## Agent tool design principles\n## Progressive disclosure for skill architecture\n## MCP components for ready-to-use messages\n## Multi-agent synthesis with conflicting data","[{\"question\":\"What do the best practices for few-shot prompting emphasize?\",\"answer\":\"Few-shot examples should demonstrate ambiguous-case handling and edge cases, while keeping a consistent formatting pattern so the model can follow it reliably.\"},{\"question\":\"How does Claude Code resolve conflicts when multiple skill types share the same name?\",\"answer\":\"It uses a priority hierarchy: Enterprise (managed) first, then Personal skills, then Project skills, and finally Plugins.\"},{\"question\":\"What should an agent do when two subagents provide conflicting statistical data during synthesis?\",\"answer\":\"Preserve both values with provenance details such as their sources, confidence levels, and timestamps, so the conflict can be resolved based on reliability rather than arbitrarily choosing or averaging.\"}]","Anthropic.CCA-F.v2026-09-24.q153 - Exam Preparation | PDF",1790488832,108]