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Salesforce Certified Agentforce Specialist Sample Questions (Q163-Q168):

NEW QUESTION # 163
Universal Containers has an active standard email prompt template that does not fully deliver on the business requirements. Which steps should an Agentforce Specialist take to use the content of the standard prompt email template in question and customize it to fully meet the businessrequirements?

A. Clone the existing template and modify as needed.
B. Save as New Version and edit as needed.
C. Save as New Template and edit as needed.

Answer: A

Explanation:
Comprehensive and Detailed In-Depth Explanation:Universal Containers (UC) has astandard email prompt template(likely a prebuilt template provided by Salesforce) that isn't meeting their needs, and they want to customize it while retaining its original content as a starting point. Let's assess the options based on Agentforce prompt template management practices.
* Option A: Save as New Template and edit as needed.In Agentforce Studio's Prompt Builder, there's no explicit "Save as New Template" option for standard templates. This phrasing suggests creating a new template from scratch, but the question specifiesusing the content of the existing standard template.
Without a direct "save as" feature for standards, this option is imprecise and less applicable than cloning.
* Option B: Clone the existing template and modify as needed.Salesforce documentation confirms that standard prompt templates (e.g., for email drafting or summarization) can beclonedin Prompt Builder. Cloning creates a custom copy of the standard template, preserving its original content and structure while allowing modifications. The Agentforce Specialist can then edit the cloned template- adjusting instructions, grounding, or output format-to meet UC's specific business requirements. This is the recommended approach for customizing standard templates without altering the original, making it the correct answer.
* Option C: Save as New Version and edit as needed.Prompt Builder supports versioning for custom templates, allowing users to save new versions of an existing template to track changes. However, standard templates are typically read-only and cannot be versioned directly-versioning applies to custom templates after cloning. The question implies starting with the standard template's content, so cloning precedes versioning. This option is a secondary step, not the initial action, making it incorrect.
Why Option B is Correct:Cloning is the documented method to repurpose a standard prompt template's content while enabling customization. After cloning, the specialist can modify the new custom template (e.g., tweak the email prompt's tone, structure, or grounding) to align with UC's requirements. This preserves the original standard template and follows Salesforce best practices.
References:
* Salesforce Agentforce Documentation: Prompt Builder > Managing Templates- Details cloning standard templates for customization.
* Trailhead: Build Prompt Templates in Agentforce- Explains how to clone standard templates to create editable copies.
* Salesforce Help: Customize Standard Prompt Templates- Recommends cloning as the first step for modifying prebuilt templates.

NEW QUESTION # 164
Universal Containers has implemented an agent that answers questions based on Knowledge articles. Which topic and Agent Action will be shown in the Agent Builder?

A. General Q&A topic and Knowledge Article Answers action.
B. General FAQ topic and Answers Questions with Knowledge Action.
C. General CRM topic and Answers Questions with LLM Action.

Answer: B

Explanation:
Comprehensive and Detailed In-Depth Explanation:UC's agent answers questions using Knowledge articles, configured in Agent Builder. Let's identify the topic and action.
* Option A: General Q&A topic and Knowledge Article Answers action."General Q&A" is not a standard topic name in Agentforce, and "Knowledge Article Answers" isn't a predefined action. This lacks specificity and doesn't match documentation, making it incorrect.
* Option B: General CRM topic and Answers Questions with LLM Action."General CRM" isn't a default topic, and "Answers Questions with LLM" suggests raw LLM responses, not Knowledge- grounded ones. This doesn't align with the Knowledge focus, making it incorrect.
* Option C: General FAQ topic and Answers Questions with Knowledge Action.In Agent Builder, the "General FAQ" topic is a common default or starting point for question-answering agents. The
"Answers Questions with Knowledge" action (sometimes styled as "Answer with Knowledge") is a prebuilt action that retrieves and grounds responses with Knowledge articles. This matches UC's implementation and is explicitly supported in documentation, making it the correct answer.
Why Option C is Correct:"General FAQ" and "Answers Questions with Knowledge" are the standard topic- action pair for Knowledge-based question answering in Agentforce, per Salesforce resources.
References:
* Salesforce Agentforce Documentation: Agent Builder > Actions- Lists "Answers Questions with Knowledge."
* Trailhead: Build Agents with Agentforce- Describes FAQ topics with Knowledge actions.
* Salesforce Help: Knowledge in Agentforce- Confirms this configuration.

NEW QUESTION # 165
What is the importance of Action Instructions when creating a custom Agent action?

A. Action Instructions define the expected user experience of an action.
B. Action Instructions tell the user how to call this action in a conversation.
C. Action Instructions tell the large language model (LLM) which action to use.

Answer: A

Explanation:
Comprehensive and Detailed In-Depth Explanation:In Salesforce Agentforce, custom Agent actions are designed to enable AI-driven agents to perform specific tasks within a conversational context.Action Instructionsare a critical component when creating these actions because they define the expected user experience by outlining how the action should behave, what it should accomplish, and how it interacts with the end user. These instructions act as a blueprint for the action's functionality, ensuring that it aligns with the intended outcome and provides a consistent, intuitive experience for users interacting with the agent. For example, if the action is to "schedule a meeting," the Action Instructions might specify the steps (e.g., gather date and time, confirm with the user) and the tone (e.g., professional, concise), shaping the user experience.
* Option B: While Action Instructions might indirectly influence how a user invokes an action (e.g., by making it clear what inputs are needed), they are not primarily about telling the user how to call the action in a conversation. That's more related to user training or interface design, not the instructions themselves.
* Option C: The large language model (LLM) relies on prompts, parameters, and grounding data to determine which action to execute, not the Action Instructions directly. The instructions guide the action's design, not the LLM's decision-making process at runtime.
Thus, Option A is correct as it emphasizes the role of Action Instructions in defining the user experience, which is foundational to creating effective custom Agent actions in Agentforce.
References:
* Salesforce Agentforce Documentation: "Create Custom Agent Actions" (Salesforce Help:https://help.
salesforce.com/s/articleView?id=sf.agentforce_custom_actions.htm&type=5)
* Trailhead: "Agentforce Basics" module (https://trailhead.salesforce.com/content/learn/modules
/agentforce-basics)

NEW QUESTION # 166
An Agentforce at Universal Containers (UC) is building with no-code tools only. They have many small accounts that are only touched periodically by a specialized sales team, and UC wants to maximize the sales operations team's time. UC wants to help prep the sales team for the calls by summarizing past purchases, interests in products shown by the Contact captured via Data Cloud, and a recap of past email and phone conversations for which there are transcripts.
Which approach should the Agentforce Specialist recommend to achieve this use case?

A. Fine-Tune the standard foundational model due to the complexity of the data.
B. Use a prompt template grounded on CRH and Data Cloud data using standard foundation model.
C. Deploy UC's own custom foundational model on this data first.

Answer: B

Explanation:
For no-code implementations, Prompt Builder allows Agentforce Specialists to create prompt templates that dynamically ground responses in Salesforce CRM data (e.g., past purchases) and Data Cloud insights (e.
g., product interests) without custom coding. The standard foundation model (e.g., Einstein GPT) can synthesize this data into summaries, leveraging structured and unstructured sources (e.g., email/phone transcripts). Fine-tuning (B) or custom models (C) require code and are unnecessary here, as the use case does not involve unique data patterns requiring model retraining.

NEW QUESTION # 167
Universal Containers (UC) is building a Flex prompt template. UC needs to use data returned by the flow in the prompt template.
Which flow element should UC use?

A. Add Flow Instructions
B. Add Prompt Instructions
C. Add Flex Instructions

Answer: A

Explanation:
* Context of the Question
* Universal Containers (UC) wants to build a Flex prompt template that uses data returned by a Flow.
* "Flex Prompt Templates" allow admins andAgentforce Specialists to incorporate external or dynamic data into generative AI prompts.
* Why "Add Flow Instructions" Is Needed
* Passing Flow Data into Prompt Templates: When configuring the prompt, you must specify how data from the running Flow is passed into the Flex template. The designated element for that is typically "Flow Instructions," which map the Flow outputs to the prompt.
* Other Options:
* Add Flex Instructions: Typically controls how the AI responds or structures the output, not how to bring Flow data into the template.
* Add Prompt Instructions: Usually for static or manual instructions that shape the AI's response, rather than referencing dynamic data from the Flow.
* Outcome
* "Add Flow Instructions" ensures the prompt can dynamically use the data that the Flow returns- makingOption Ccorrect.
SalesforceAgentforce SpecialistReferences & Documents
* Salesforce Help & Training:Using Prompt Templates with FlowExplains how to pass Flow variables into a prompt template via a specialized step (e.g., "Flow Instructions").
* SalesforceAgentforce SpecialistStudy GuideOutlines how to configure generative AI prompts that reference real-time Flow data.

NEW QUESTION # 168
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Salesforce Certified Agentforce Specialist Sample Questions (Q163-Q168):

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