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| Section | Weight | Objectives |
|---|---|---|
| Prompting and Task Execution | 14% | - Create effective prompts for business and technical tasks - Iterate prompts to improve output quality - Adapt prompting strategy by task type - Apply task decomposition techniques to structure complex requests |
| Output Evaluation and Validation | 21% | - Apply fact-checking and validation techniques - Evaluate Claude-generated outputs for accuracy and completeness - Identify hallucinations, inconsistencies, and biases in responses - Organize and curate information and select appropriate output formats - Determine when human review or additional verification is required - Edit and adapt outputs for the intended audience |
| Product and Model Selection | 12% | - Select appropriate Claude product features - Manage context limitations and memory - Align model selection with task requirements - Differentiate between Claude model types |
| Workflow Integration and Solution Design | 16% | - Analyze requirements and use cases - Integrate Claude into existing workflows and communicate its value and limitations - Use Claude for research, planning, and process optimization - Support solution design through iteration |
| 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 |
| Troubleshooting and Optimization | 10% | - Optimize workflows for efficiency and effectiveness - Identify and diagnose issues with underperforming prompts or poor outputs - Adjust approaches based on feedback and results |
| Governance, Risk, and Responsible Use | 15% | - Apply data sensitivity, regulatory, and privacy considerations - Identify appropriate and inappropriate use cases - Follow organizational AI policies and governance standards - Understand ethical implications of Claude use |
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NEW QUESTION # 81
You are a project manager reviewing Claude usage approaches that teammates have proposed for a project workflow.
Which two workflow steps are well-suited for Claude support? (Select two.) Each correct answer presents a complete solution.
Answer: B,E
Explanation:
Under the objective Identify appropriate and inappropriate use cases , determining suitable application domains hinges on evaluating AI capabilities against risk severity and the presence of human oversight.
Claude excels at information extraction, multi-document synthesis, and structured text generation.
Synthesizing complex findings from multiple research papers (Option D) and compiling meeting notes into organized, structured status summaries (Option E) are classic high-leverage knowledge-work tasks that streamline team operations while keeping final outputs subject to team review. Conversely, allowing an AI model to autonomously authorize external corporate press releases without human sign-off (Option A), bind an organization to contractual liabilities (Option B), or determine career-altering personnel promotions (Option C) represents dangerous and inappropriate delegation that violates responsible AI principles, legal compliance, and human accountability standards.
NEW QUESTION # 82
You are a process consultant integrating Claude into an existing weekly workflow.
Which is the correct order of integration steps?
(1) Pilot the integrated workflow with a small group and gather feedback.
(2) Document the current workflow steps, owners, and decision points.
(3) Update the documented workflow and roll it out to the broader team.
(4) Identify the steps where Claude can augment work and where humans must remain.
(5) Define the inputs Claude needs, the outputs Claude returns, and the hand-offs around each step.
Answer: D
Explanation:
Under the objective Integrate Claude into existing workflows to augment or redesign workflows , successfully incorporating AI into established business processes follows a structured systems engineering and change management lifecycle.
The sequence begins with baseline process mapping: documenting current as-is operational steps, role owners, and governance checkpoints (Step 2). Next, practitioners perform task decomposition to identify high- leverage opportunities for Claude augmentation while explicitly designating where human judgment must remain (Step 4). Once target touchpoints are identified, the technical and operational interface must be specified: defining the exact inputs, prompt structures, expected outputs, and hand-off protocols (Step 5).
Before organization-wide adoption, the redesigned workflow is piloted with a representative cohort to gather empirical feedback and address friction points (Step 1). Finally, documentation and standard operating procedures (SOPs) are finalized for broad rollout (Step 3). This establishes the order 2, 4, 5, 1, 3 .
NEW QUESTION # 83
An support representative is configuring a Project for drafting customer-facing apology emails after service outages. The current custom instructions tell Claude to "be empathetic and casual, keep it short, and offer a goodwill credit." The customer-service team has flagged that recent drafts have been too brief, have offered goodwill credits in cases where policy does not allow them, and have used contractions that the brand voice guide prohibits.
Which adjustment best aligns the configuration to the use case?
Answer: C
Explanation:
Under the Claude objective Configure Claude Projects with instructions and knowledge sources , effective project configuration requires replacing vague, conflicting directives with explicit operational boundaries and grounded criteria. In this scenario, the root causes of underperformance are conflicting requirements: the prompt requests a "casual" tone while brand guidelines prohibit contractions, asks Claude to
"keep it short" leading to overly brief outputs, and unconditionally directs it to "offer a goodwill credit" without verifying eligibility criteria.
Option C properly resolves all three deficiencies directly within the project instructions. First, it explicitly operationalizes the tone attributes (empathetic, formal, avoiding contractions) rather than relying on ambiguous descriptors. Second, establishing concrete length constraints (such as minimum paragraph or sentence counts) prevents the model from generating under-scoped drafts. Third, it conditions the business logic-instructing Claude to evaluate goodwill credit awards against the attached policy document in the Project knowledge base. In contrast, relying solely on uploaded knowledge files without aligning custom instructions (Options B and D) leads to prompt collisions, while Option A removes necessary policy guidance altogether.
NEW QUESTION # 84
You are a marketing manager deciding what to include in custom instructions for a writing-focused Project.
Which two items belong in the custom instructions? (Select two.)
Each correct answer presents a complete solution.
Answer: A,D
NEW QUESTION # 85
A manager is monitoring a Project's effectiveness over time. The Project has been in use for several months and supports a recurring workflow.
Which signal most directly suggests the configuration needs updating?
Answer: D
Explanation:
Answer C is correct. Increasing use of outdated terminology, sources, or guidance directly indicates that the Project's configuration or knowledge base no longer represents current business practice. Claude Projects use uploaded documents, contextual material, and Project instructions to guide responses across chats. When those inputs become obsolete, the resulting outputs can remain internally consistent while still being operationally inaccurate. The manager should review the Project instructions, replace outdated knowledge files, remove conflicting material, and test the revised configuration against representative workflow tasks.
Option A may reflect seasonal demand, reduced workload, or declining adoption; it does not directly demonstrate a configuration defect. Option B is also inconclusive because longer responses may result from changing task complexity or user preferences. Option D deserves investigation because users may be bypassing the Project due to usability or quality concerns, but it could equally result from habit, convenience, or insufficient training. By contrast, outdated references provide direct evidence that the Project's grounding information needs maintenance. Anthropic describes Projects as self-contained workspaces whose uploaded knowledge and instructions provide context and tailor Claude's responses. Those resources must therefore be reviewed and updated when organizational practices change. Anthropic: What are Projects?
NEW QUESTION # 86
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