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Salesforce Certified Agentforce Specialist Sample Questions:

1. Coral Cloud Resorts needs to ensure its booking agent executes actions in a specific sequence:
first retrieve available sessions, then verify customer eligibility, and finally create the booking. The current implementation allows the large language model (LLM) to execute these actions in any order, causing booking failures. Which approach should an AgentForce Specialist implement?

A) Configure topic, classification description, and action instructions with priority levels and sequence indicators to guide the reasoning engine in selecting the correct action order automatically.
B) Create custom variables that store completion status for each step, then implement conditional filters on subsequent actions requiring previous variables to be populated, ensuring deterministic execution order.
C) Write comprehensive topic instructions detailing the exact sequence of actions using numbered steps and explicit ordering requirements for the reasoning engine to follow during booking workflows.

2. A data scientist needs to view and manage models in Einstein Studio, and also needs to create prompt templates in Prompt Builder. Which permission sets should an Agentforce Specialist assign to the data scientist?

A) Data Cloud Admin and Prompt Template Manager
B) Prompt Template User and Data Cloud Admin
C) Prompt Template Manager and Prompt Template User

3. Universal Containers (UC) has configured an Agentforce Data Library using Knowledge articles.
When testing in Agent Builder and the Experience Cloud site, the agent is not responding with grounded Knowledge article information. However, when tested in Prompt Builder, the response returns correctly. What should UC do to troubleshoot the issue?

A) Ensure the assigned User permission set includes access to the prompt template used to access the Knowledge articles.
B) Ensure the Data Cloud User permission set has been assigned to the Agentforce Service Agent User.
C) Create a new permission set that assigns "Manage Knowledge" and assign it to the Agentforce Service Agent User.

4. Universal Containers (UC) has a library of custom-built personalized investment portfolio APIs, and is planning to extend it to agents. Which method should UC's agent choose to dynamically use the best API service?

A) Model Context Protocol (MCP) server support
B) MuleSoft connector for custom hosted processes
C) Agent-to-Agent (A2A) protocol support

5. Universal Containers (UC) plans to implement prompt templates that utilize the standard foundation models. What should UC consider when building prompt templates in Prompt Builder?

A) Include multiple-choice questions within the prompt to test the LLM's understanding of the context.
B) Ask it to role-play as a character in the prompt template to provide more context to the LLM.
C) Train LLM with data using different writing styles including word choice, intensifiers, emojis, and punctuation.

Solutions: