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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Prompting and Task Execution | 14% | - Iterate prompts to improve output quality - Adapt prompting strategy by task type - Create effective prompts for business and technical tasks - Apply task decomposition techniques to structure complex requests |
| Topic 2: Product and Model Selection | 12% | - Align model selection with task requirements - Select appropriate Claude product features - Manage context limitations and memory - Differentiate between Claude model types |
| Topic 3: Configuration and Knowledge Management | 12% | - Configure Claude Projects with instructions and knowledge sources - Create effective system-level instructions - Manage uploaded knowledge and connectors - Maintain and update configurations |
| Topic 4: Governance, Risk, and Responsible Use | 15% | - Understand ethical implications of Claude use - Identify appropriate and inappropriate use cases - Apply data sensitivity, regulatory, and privacy considerations - Follow organizational AI policies and governance standards |
| Topic 5: Workflow Integration and Solution Design | 16% | - Integrate Claude into existing workflows and communicate its value and limitations - Analyze requirements and use cases - Support solution design through iteration - Use Claude for research, planning, and process optimization |
| Topic 6: Output Evaluation and Validation | 21% | - Organize and curate information and select appropriate output formats - Determine when human review or additional verification is required - Identify hallucinations, inconsistencies, and biases in responses - Evaluate Claude-generated outputs for accuracy and completeness - Apply fact-checking and validation techniques - Edit and adapt outputs for the intended audience |
| Topic 7: Troubleshooting and Optimization | 10% | - Adjust approaches based on feedback and results - Optimize workflows for efficiency and effectiveness - Identify and diagnose issues with underperforming prompts or poor outputs |
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NEW QUESTION # 39
A knowledge worker often switches between Claude and another AI service while working on a long-running project.
Which Claude feature most directly reduces repetitive context-setting between sessions?
Answer: A
Explanation:
Under the objective Select appropriate Claude product features (e.g., projects, research mode, chat, artifacts) , maintaining persistent context across extended workflows is supported by Claude's Memory features.
Claude's Memory allows users to store key preferences, ongoing project parameters, and working context that persist across independent chat sessions. Utilizing the memory import capability to transfer core project context from previous workspaces or external AI tools into Claude provides an immediate, grounded foundation for future interactions without requiring manual context re-entry in every session (Option A). In contrast, pasting static Artifacts manually into each new session (Option B) creates repetitive friction.
Utilizing Incognito mode (Option C) deliberately disables session memory, eliminating continuity. Disabling Memory and repeatedly re-pasting reference paragraphs (Option D) disregards the built-in feature designed to automate persistent context.
NEW QUESTION # 40
You are a Claude associate troubleshooting a Claude response that introduces facts not present in the supplied source.
Which root cause is most directly indicated?
Answer: C
Explanation:
Answer D is correct. When Claude introduces facts that are absent from the supplied source, the most directly indicated prompt defect is the absence of an explicit grounding constraint. The prompt should clearly instruct Claude to use only the supplied material, avoid relying on external or general knowledge, and state when the source does not contain enough information. It can also require supporting quotations or citations for factual claims so that unsupported additions can be detected and removed.
Option A identifies a possible contributing factor, but asking for a comprehensive response does not inherently authorize invented information. A properly constrained comprehensive response can remain fully grounded in the source. Option B is incorrect because assigning a researcher role does not necessarily produce unsupported claims; the scope and permitted sources determine the behavior. Option C is also possible in a poorly designed template, but the presence of headings alone does not explain why Claude treats unsupported content as factual.
Anthropic specifically recommends external-knowledge restrictions, direct quotations, citations, and permission to acknowledge insufficient information when reducing hallucinations. Therefore, the missing source-only constraint is the clearest root cause and should be corrected first. Anthropic: Reduce hallucinations
NEW QUESTION # 41
You are a refining a prompt over several iterations. The output drifts further from the requested template with each change.
Which step is most appropriate?
Answer: C
Explanation:
Under the objective Iterate prompts to improve output quality , managing prompt development requires maintaining baseline versioning and avoiding cumulative degradation.
When successive prompt revisions introduce drift, unintended behaviors, or progressive degradation away from the target output template, continuing to add modifications on top of an already degraded prompt only exacerbates the issue. The appropriate engineering practice is rollback: reverting immediately to the historical version that yielded the highest quality baseline (Option C) and resuming disciplined, single-variable iterations from that verified state. Discarding all historical prompt versions (Option A) loses valuable context, making multiple erratic modifications simultaneously (Option B) creates further unpredictability, and accepting substandard output (Option D) fails quality assurance standards.
NEW QUESTION # 42
You are a project manager designing a checklist for prompt-quality reviews.
Which two items belong on the prompt-quality checklist? (Select two.)
Each correct answer presents a complete solution.
Answer: A,C
Explanation:
Answers C and E are correct. An effective prompt should provide relevant context, including the intended audience and the goal that the response must accomplish. This information helps Claude determine the appropriate level of detail, terminology, tone, and focus. Without sufficient context, even a technically correct response may be unsuitable for its intended users or fail to support the required business objective.
The prompt must also state a specific task and clearly define the required deliverable. For example, it should identify whether Claude must create a summary, comparison, action plan, technical specification, or executive briefing. Output requirements such as format, length, structure, and constraints should be included when they affect success.
Option A is incorrect because a favorite opening phrase does not improve clarity or task performance. Option B is incorrect because prompt quality is determined by relevance and precision, not an arbitrary word count.
Excessive instructions can introduce noise and contradictions. Option D is also incorrect because listing every department member is unnecessary unless those identities directly affect the requested output. A strong prompt therefore combines clear instructions with focused, task-relevant context.
NEW QUESTION # 43
You are an operations lead and notice that a Project's outputs have been drifting from the team's current expectations.
Which maintenance action should be tried first?
Answer: D
Explanation:
Project output drift commonly occurs when persistent instructions, reference documents, terminology, policies, or expected formats no longer reflect the team's current operating standard. Option C addresses the most direct and controllable cause by reviewing the Project's instructions and knowledge sources before replacing the Project or changing models.
Anthropic explains that Project instructions define how Claude should behave and respond across chats in that Project. Documents uploaded to Project knowledge provide persistent context that Claude uses throughout those chats. If either component contains obsolete requirements, conflicting guidance, or superseded source material, Claude can consistently produce results that no longer meet the team's expectations. The appropriate maintenance response is to compare instructions and knowledge against current standards, remove obsolete files, resolve contradictions, clarify requirements, and test the revised configuration with representative requests.
Option A is unnecessarily destructive before the cause has been diagnosed. Option B changes the model without correcting stale or conflicting instructions and therefore may preserve the underlying problem. Option D institutionalizes degraded output rather than correcting it. Reviewing and updating the Project configuration is the lowest-risk and most evidence-based first action. Anthropic's Project management guidance
NEW QUESTION # 44
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