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| Section | Weight | Objectives |
|---|---|---|
| Troubleshooting and Optimization | 10% | - Adjusting approaches based on feedback and results - Optimizing workflows for efficiency and effectiveness - Diagnosing underperforming prompts and outputs |
| Product and Model Selection | 12% | - Managing context limitations and memory - Selecting appropriate Claude product features - Selecting Claude models - Balancing quality, speed, and cost |
| Prompting and Task Execution | 14% | - Adapting prompting strategies to task types - Iterating prompts to improve output - Creating effective prompts - Task decomposition |
| Configuration and Knowledge Management | 12% | - Managing instructions and knowledge sources - Maintaining configuration and knowledge sources - Managing uploaded knowledge and connectors - Configuring Claude Projects |
| Output Evaluation and Validation | 21% | - Determining when human review or verification is required - Editing, adapting, and refining outputs - Identifying hallucinations, inconsistencies, and bias - Fact-checking and validation - Evaluating output accuracy and completeness |
| Governance, Risk, and Responsible Use | 15% | - Data sensitivity, privacy, and regulatory considerations - Organizational AI governance and policies - Identifying appropriate and inappropriate AI use cases - Ethical and responsible AI use |
| Workflow Integration and Solution Design | 16% | - Communicating Claude's value and limitations - Analyzing requirements and use cases - Research, planning, and process optimization - Solution design and iteration - Integrating Claude into existing workflows |
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問題 #90
An analyst has been asked to compute summary statistics from an uploaded sales data file and produce a chart for a weekly report.
Which output approach best fits the task?
答案：B
解題說明：
Under the objective Organize and curate information for optimal outputs and select appropriate output formats , quantitative data analysis and visual charting require deterministic tooling rather than probabilistic text generation alone.
Large Language Models can occasionally make arithmetic errors when calculating summary statistics directly over raw text tokens in large files. Leveraging Claude's built-in Code Execution (such as Python in Artifacts or Analysis Tool) allows the model to run exact programmatic calculations (mean, median, variance) across complete datasets and render visualization charts (Option D). Furthermore, adhering to validation best practices by checking computed figures against source data ensures factual integrity. Options A, B, and C fail standard analytical quality bars by relying on unverified estimates, generating incomplete placeholders, or omitting essential metrics and visual deliverables.
問題 #91
A learning specialist is configuring a Project for course-design work. Their organization has an internal instructional-design standard and a preferred output structure for lesson outlines.
Which custom-instruction set best supports this use case?
答案：A
解題說明：
Option A is correct because effective Project instructions should establish Claude's role, the authoritative standards governing the work, and the expected output structure. These elements create consistent behaviour across the Project's course-design chats. The role establishes the professional perspective Claude should adopt, the instructional-design standard defines the governing methodology, and the lesson-outline structure specifies the required deliverable.
Anthropic explains that Project instructions tell Claude how to behave and respond across every chat within the Project. Consequently, recurring requirements should be placed in Project instructions instead of being manually repeated in each conversation. The organization's instructional-design documentation should also be uploaded to Project knowledge so Claude can reference the actual standard rather than infer it from a brief instruction.
Option B omits a known structural requirement and permits unnecessary variation. Option C supplies the format but not the governing methodology or role context; structure alone cannot communicate the complete instructional standard. Option D defeats the persistence benefit of Projects and increases inconsistency between users and chats.
Individual prompts can still specify lesson-specific objectives, audiences, subjects, and constraints, but the stable role, standards, and output schema belong in the Project-level instructions. See Anthropic's documentation on Project instructions and knowledge and prompting best practices .
Only six genuinely unique questions were found. This is the complete Set 3 batch.
問題 #92
You are an operations lead choosing actions when a Claude conversation has degraded in quality.
Which recovery action should be tried first when conversation quality degrades?
答案：B
解題說明：
Answer A is correct. When a long Claude conversation begins producing less relevant, inconsistent, or lower- quality responses, the first recovery action should be to consolidate the important context. A concise summary should capture the current objective, confirmed decisions, applicable constraints, authoritative facts, unfinished tasks, and required output format. The user can then provide a focused follow-up prompt that clearly states the next action.
This approach removes accumulated conversational noise while preserving useful progress. Long conversations may contain obsolete instructions, abandoned ideas, corrections, and competing requirements that make the current task harder to interpret. A structured summary re-establishes a clean working state without unnecessarily restarting the entire process.
Option B is disproportionate because changing vendors does not diagnose or correct poor context management. Option C adds unnecessary escalation before basic recovery has been attempted. Option D may eventually be appropriate when the conversation is irreparably confused, but immediately discarding all work wastes valid context and completed analysis.
Anthropic's prompting guidance emphasizes clear instructions, relevant context, structured inputs, and explicit task requirements. Summarizing the state and narrowing the next request applies these principles directly. If quality remains poor after this step, the user can then start a new conversation using the summary as its initial context. Anthropic prompting best practices
問題 #93
You are validating evaluation criteria proposed for a Claude-generated business brief.
Which three criteria are valid for evaluating a Claude-generated brief? (Select three.) Each correct answer presents part of the solution.
答案：A,B,C
解題說明：
Options A, B, and C are correct. The source document incorrectly instructed the reader to select two and omitted Option B, even though Anthropic explicitly recognizes tone and style as valid evaluation dimensions.
The question has therefore been corrected to "Select three."
Factual accuracy measures whether claims faithfully reflect the supplied sources. Style consistency evaluates whether the brief follows the organization's established voice, terminology, and audience expectations.
Format and length compliance determine whether Claude followed explicit deliverable constraints. Together, these criteria cover factual fidelity, audience suitability, and instruction adherence.
Option D is not a sound criterion because an external industry word-count benchmark may have no relationship to the actual business need. The relevant measure is compliance with the requested length and sufficient coverage of the required material. Option E is also invalid as written: an executive summary is required only if the task specification, template, or audience needs call for one. Automatically demanding it would evaluate an unstated requirement.
Anthropic's evaluation documentation identifies task fidelity, relevance, tone and style, context utilization, and other task-specific success criteria as valid dimensions. It also stresses that criteria should be specific, measurable, achievable, and relevant. See Anthropic's official evaluation guidance .
問題 #94
You are a marketing manager using Claude to research a new market segment.
Which research step should be performed first?
答案：D
解題說明：
Under the objective Leverage Claude for research, planning, and process optimization , effective AI- assisted research workflows follow structured problem decomposition principles.
Before interacting with the model or executing information retrieval prompts, the researcher must clearly frame the investigation by defining specific, bounded research questions and target hypotheses (Option D).
Defining explicit dimensions-such as market size, competitor landscape, target customer personas, and regulatory barriers-provides the foundational framework needed to engineer targeted prompts. Submitting open-ended prompts without explicit research objectives (Option B) produces unfocused, verbose outputs.
External validation (Option C) and final report synthesis (Option A) occur downstream after structured research has been executed.
問題 #95
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Anthropic 是一個成功的公司，提供各種認證和考試。通過 CCAO-F 考試是其中的核心要求。將帶來一個新的前沿，對你的職業道路起著如此重要的角色。CCAO-F 認證考試的考題按照相同的教學大綱，其次是實際的 Anthropic 的 CCAO-F 認證考試，我們也是不斷的升級我們的培訓資料，你得到的所有產品高達1年的免費更新，你也可以隨時延長更新訂閱時間，你將得到更多的時間來充分準備考試。
CCAO-F考題資源: https://www.vcesoft.com/CCAO-F-pdf.html