Engineering leadership wants to roll out Claude Skills to 280 developers across 14 teams. Skills will encode internal coding standards, code-review checklists, and incident-postmortem templates. Leadership has asked how to govern Skill authorship so that Skills remain trustworthy without bottlenecking on a single central team.
Which governance model should you recommend?

• A. Per-developer authorship across the 280 engineers with no team-level coordination required.
• B. Centralized authorship by a single platform team responsible for every Skill produced.
• C. Federated authorship across the 14 teams with a central review and publication gate.
• D. Fully decentralized authorship across the 14 teams with no review before publication.

A business sponsor has requested an AI solution to "improve customer experience." The sponsor cannot articulate which customer journey is failing, which metric reflects the failure, or which decisions the AI should support. The sponsor is asking you to begin design work next week.
Which delegation-competency action should you take first?

• A. Begin prototyping a generic assistant against the broad request before the next deadline.
• B. Recommend that the sponsor revise the request and resubmit it later for evaluation.
• C. Propose a fixed scope that you commit to by default based on your own assumptions.
• D. Facilitate a structured discovery to define the failing decision and the target metric.

You are building an evaluation pipeline for a Claude-based deployment and must complete the specification steps before running the deployment against the dataset.
Which two steps must be completed BEFORE running the deployment against the evaluation dataset? (Select two.) Each correct answer presents part of the solution.

• A. Define the metrics and slices the framework will report across representative, edge, and adversarial cases.
• B. Review failure cases with subject matter experts to refine the scoring rubric.
• C. Publish the aggregated metrics to a dashboard and gate releases on threshold checks.
• D. Curate and label the evaluation dataset to match the defined slices.
• E. Score the deployment outputs against the reference labels and aggregate the metrics.

You are choosing the level of detail for an implementation guide. The audience is a delivery team that will build the deployment.
Which guidance composition best serves them?

• A. An architecture overview and a list of known limitations, without component-level diagrams, interface contracts, configuration parameters, or operational runbooks to support implementation.
• B. An architecture overview and sequence diagrams for the dominant flows, without interface contracts, configuration-parameter tables, or operational runbooks for the delivery team to follow.
• C. Component responsibilities, contracts between components, sequence diagrams of the dominant flows, configuration parameters with defaults, and operational runbooks.
• D. Component responsibilities and interface contracts only, without sequence diagrams of the dominant flows, configuration parameters with defaults, or runbooks to guide operational tasks.

You are reviewing a customer-support agent's configuration. Each candidate tool falls into one of four categories: (1) required to complete defined tasks, (2) frequently used and reduces hand-offs, (3) occasionally useful for unrelated work, (4) speculative future utility.
Which categories should typically remain in the agent configuration?

• A. All four categories, because broader tool access is categorically better for agent performance regardless of whether the tools map to defined tasks or regular hand-offs.
• B. Categories 1 and 2 only, because they map to defined tasks and the agent's regular hand-offs.
• C. Only category 3, because occasionally useful tools for unrelated work provide broader coverage and should take priority over tools required for the agent's defined tasks.
• D. Only category 4, because speculative future-utility tools provide the most flexibility and should be configured even when no defined task currently requires them.