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| Section | Weight | Objectives |
|---|---|---|
| Prompting and Task Execution | 14% | - Iterating prompts to improve output - Task decomposition - Creating effective prompts - Adapting prompting strategies to task types |
| Configuration and Knowledge Management | 12% | - Configuring Claude Projects - Maintaining configuration and knowledge sources - Managing instructions and knowledge sources - Managing uploaded knowledge and connectors |
| Output Evaluation and Validation | 21% | - Evaluating output accuracy and completeness - Determining when human review or verification is required - Fact-checking and validation - Identifying hallucinations, inconsistencies, and bias - Editing, adapting, and refining outputs |
| Product and Model Selection | 12% | - Selecting Claude models - Selecting appropriate Claude product features - Balancing quality, speed, and cost - Managing context limitations and memory |
| Troubleshooting and Optimization | 10% | - Diagnosing underperforming prompts and outputs - Adjusting approaches based on feedback and results - Optimizing workflows for efficiency and effectiveness |
| Governance, Risk, and Responsible Use | 15% | - Ethical and responsible AI use - Organizational AI governance and policies - Identifying appropriate and inappropriate AI use cases - Data sensitivity, privacy, and regulatory considerations |
| Workflow Integration and Solution Design | 16% | - Communicating Claude's value and limitations - Integrating Claude into existing workflows - Analyzing requirements and use cases - Research, planning, and process optimization - Solution design and iteration |
1. A finance consultant is adapting a Claude-generated narrative for a quarterly investor update. Investors have a fixed time window for the call and expect the headline result and forward outlook to be clear early.
Which adaptation is most appropriate for this audience?
A) Lead with a chronological recap of the quarter's events, present the headline result at the natural end of the recap, and conclude with the forward outlook.
B) Lead with the headline result, present the key drivers concisely, and close with the forward outlook.
C) Lead with the quarter's operational highlights, present the financial result in the middle for context, and close with the forward outlook.
D) Lead with the forward outlook, since investors are most interested in what comes next, and present the headline result and drivers afterward.
2. An operations assistant is redesigning a recurring data-processing workflow step to use Code Execution.
Which two design choices best support reliable integration? (Select two.)
A) Vary the input file format from run to run to accommodate the different source systems that supply the data each week.
B) Eliminate the human review step that follows Code Execution, since the sandboxed environment already verifies that the code ran without errors.
C) Embed the Code Execution step inside the workflow without documenting the expected output format or the fields it produces.
D) Define a brief output-verification step in which a human reviewer confirms the computed result against an expected range or sanity check before the output advances to downstream consumers.
E) Standardize the input file format the step expects, so each Code Execution run receives consistent input and produces comparable, verifiable output across recurring weekly cycles.
3. A Claude associate is incorporating reviewer feedback that named two specific issues with a Claude-drafted brief. The rest of the brief was accepted as written.
Which next step is most likely to produce a strong revision?
A) Address the two specific issues directly, leave unrelated parts unchanged, and document the changes for the next review.
B) Rewrite the brief from scratch incorporating the two specific issues, since starting fresh integrates the feedback more cleanly than targeted edits.
C) Address the two specific issues and also revise unrelated sections to maintain a consistent voice across the brief after the edits.
D) Address the two specific issues and add a third improvement the associate identified, since combining reviewer feedback with self-identified improvements is more efficient.
4. An HR business partner is building a long-running workspace where a team handbook, a leveling guide, and a policies-FAQ document will be referenced across many separate chats by several team members.
Which Claude feature is designed for this use case?
A) Connect the team's Google Drive folder where the three documents are stored, so the Connector surfaces them inside each chat when they are needed.
B) Attach all three documents to each chat as needed, since per-chat attachments give the chat direct access to the documents without additional setup.
C) Create a Project, which provides a persistent workspace with its own knowledge base and custom instructions shared across chats and members.
D) Generate an Artifact containing the three documents, which gives the team an editable surface for reference content that persists across chats.
5. You are sorting Claude output structural defects by which most undermines clarity.
Which structural defect most severely undermines the clarity of the output?
A) Typographic inconsistencies appear throughout multiple sections of the document.
B) The main conclusion contradicts the evidence presented in the body.
C) Two adjacent paragraphs present the same information using inconsistent terminology.
D) A single subheading is shorter than the other subheadings in the document.
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: D,E | Question # 3 Answer: A | Question # 4 Answer: C | Question # 5 Answer: B |
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