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| Section | Weight | Objectives |
|---|---|---|
| Configuration and Knowledge Management | 12% | - Maintain consistent system-level behavior - Manage knowledge sources and context - Configure Claude Projects with instructions |
| Troubleshooting and Optimization | 10% | - Adjust prompts and configuration to improve results - Identify causes of poor or unexpected outputs - Diagnose context and performance issues |
| Governance, Risk, and Responsible Use | 15% | - Manage data sensitivity and privacy risks - Understand limitations and ethical boundaries - Apply responsible AI principles and policies |
| Prompting and Task Execution | 14% | - Adapt prompting strategies by task type - Apply task decomposition to structure complex requests - Create effective prompts for business and technical tasks - Iterate prompts to improve output quality |
| Product and Model Selection | 12% | - Match model capabilities to task requirements - Understand model differences and use cases - Select appropriate Claude product features |
| Output Evaluation and Validation | 21% | - Determine when human review is required - Detect hallucinations, biases, and inconsistencies - Evaluate outputs for accuracy, completeness, and consistency - Apply fact-checking and validation methods |
| Workflow Integration and Solution Design | 16% | - Integrate Claude into existing business workflows - Design AI-assisted processes and solutions - Plan end-to-end Claude-augmented workflows |
1. You are a knowledge worker preparing inputs for a Claude prompt.
Which data type most clearly requires extra handling such as redaction or anonymization before being included in the prompt?
A) job titles taken from the company's public organizational chart
B) public press releases the company has already published
C) generic product descriptions available on the company's marketing site
D) customer government identifiers and full payment-card numbers tied to named individuals
2. You are an operations lead evaluating prompting strategies that teammates have proposed for various task types.
Which two strategies represent appropriate matches between strategy and task type? (Select two.) Each correct answer presents part of the solution.
A) open exploratory prompting for legal contract redlining against a clause library
B) rigid templated prompting for early-stage creative naming and tagline ideation
C) rigid templated prompting for casual customer-feedback summarization with no schema
D) open exploratory prompting for early-stage strategic brainstorming on a new market
E) rigid templated prompting for monthly compliance reports against a fixed schema
3. You are a project manager weighing workflow steps by how much leverage Claude integration provides.
Which workflow step typically offers the greatest Claude leverage in a knowledge-work team?
A) drafting and synthesizing across many sources for a downstream reviewer
B) making final personnel decisions about hiring, promotion, or termination
C) approving final deliverables for external publication without further review
D) negotiating contractual terms with external parties on behalf of the company
4. You are an operations assistant asking Claude to summarize 200 weekly metric records across multiple regions.
Which output format communicates the data most clearly?
A) a structured table with one record per row and one metric per column, sorted by region
B) a bulleted list of observations grouped by region without consistent metrics across entries
C) a narrative summary organized by region, describing trends and notable records in prose
D) a series of regional narrative briefs, each describing weekly performance in paragraph form
5. You are a customer-success lead running an interactive workflow where each turn must respond quickly and the per-turn reasoning is light.
Which selection best aligns with the requirements?
A) Choose Haiku to keep latency low and to handle a light reasoning load efficiently at scale.
B) Choose any model because latency does not vary by model.
C) Choose Opus to maximize reasoning depth despite higher latency.
D) Choose a model based on the alphabetical order of its name.
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: D,E | Question # 3 Answer: A | Question # 4 Answer: A | Question # 5 Answer: A |
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