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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Multi-Agent Interoperability | 10% | - Model Context Protocol (MCP) - Agent API usage and integration - Agent-to-agent communication |
| Topic 2: Agent Development Lifecycle | 15% | - Monitoring, adoption and governance - Testing and debugging in Testing Center - Sandbox to production deployment |
| Topic 3: Prompt Engineering | 20% | - Prompt Builder and template creation - Grounding techniques and context management - Prompt best practices and optimization |
| Topic 4: Data Cloud for Agentforce | 20% | - Chunking, indexing and retrieval methods - Data Library and unstructured data processing - Vector, keyword and hybrid search |
| Topic 5: AI Agents and Agentforce Concepts | 35% | - Agent security and user management - Topics, actions, and reasoning engine - Channel integration and deployment - Agent types: Employee, Service, Sales |
>> Salesforce Agentforce-Specialist受験対策書 <<
当社のAgentforce-Specialistテストトレントは、チャレンジに取り組み、Agentforce-Specialist試験に合格するのに役立つ新しい方法を探し続けています。そして、Agentforce-Specialist認定テストは長い間集中しており、教材の設計で大量のリソースと経験を蓄積してきました。あなたが楽しみにしているAgentforce-Specialist試験の証明書を取得するのを助けるために、熟練した意欲的なスタッフがたくさんいます。私たちはプロのチームとAgentforce-Specialist学習ツールを信頼しており、心から信頼してください。
質問 # 160
Universal Containers tests out a new Einstein Generative AI feature for its sales team to create personalized and contextualized emails for its customers. Sometimes, users find that the draft email contains placeholders for attributes that could have been derived from the recipient's contact record. What is the most likely explanation for why the draft email shows these placeholders?
正解：B
解説：
Comprehensive and Detailed In-Depth Explanation:
UC is using an Einstein Generative AI feature (likely Einstein Sales Emails) to draft personalized emails, but placeholders (e.g., {!Contact.FirstName}) appear instead of actual data from the contact record. Let's analyze the options.
* Option A: The user does not have permission to access the fields.Einstein Sales Emails, built on Prompt Builder, pulls data from contact records to populate email drafts. If the user lacks field-level security (FLS) or object-level permissions to access relevant fields (e.g., FirstName, Email), the system cannot retrieve the data, leaving placeholders unresolved. This is a common issue in Salesforce when permissions restrict data access, making it the most likely explanation and the correct answer.
* Option B: The user's locale language is not supported by Prompt Builder.Prompt Builder and Einstein Sales Emails support multiple languages, and locale mismatches typically affect formatting or translation, not data retrieval. Placeholders appearing instead of data isn't a documented symptom of language support issues, making this unlikely and incorrect.
* Option C: The user does not have Einstein Sales Emails permission assigned.The Einstein Sales Emails permission (part of the Einstein Generative AI license) enables the feature itself. If missing, users couldn't generate drafts at all-not just see placeholders. Since drafts are being created, this permission is likely assigned, making this incorrect.
Why Option A is Correct:
Permission restrictions are a frequent cause of unresolved placeholders in Salesforce AI features, as the system respects FLS and sharing rules. This is well-documented in troubleshooting guides for Einstein Generative AI.
References:
Salesforce Help: Einstein Sales Emails > Troubleshooting- Lists permissions as a cause of data issues.
Trailhead: Set Up Einstein Generative AI- Emphasizes field access for personalization.
Agentforce Documentation: Prompt Builder > Data Access- Notes dependency on user permissions.
質問 # 161
Choose 1 option.
Universal Containers (UC) needs to create a prompt template that provides a detailed product description based on the latest product data. The description will be used in marketing materials to ensure consistency and accuracy.
Which prompt template type should UC use?
正解：C
質問 # 162
A SalesforceAgentforce Specialistis reviewing the feedback from a customer about the ineffectiveness of the prompt template.
What should theAgentforce Specialistdo to ensure the prompt template's effectiveness?
正解：C
解説：
To address the ineffectiveness of a prompt template reported by a customer, the SalesforceAgentforce Specialistshould use the Prompt Builder Scorecard (Option B). This tool is explicitly designed to evaluate and monitor prompt templates against key criteria such as relevance, accuracy, safety, and grounding. By leveraging the scorecard, the specialist can systematically identify weaknesses in the template and make data- driven refinements. While monitoring and refining based on user feedback (Option A) is a general best practice, the Prompt Builder Scorecard is Salesforce's recommended tool for structured evaluation, aligning with documented processes for maintaining prompt effectiveness. Changing the grounding object (Option C) without proper evaluation is reactive and does not address the root cause.
References:
* Salesforce EinsteinAgentforce SpecialistCertification Guide: Emphasizes using the Prompt Builder Scorecard to evaluate prompts and iterate based on results.
* Trailhead Module: "Einstein for Developers" highlights the scorecard as a critical tool for assessing prompt performance.
* Salesforce Help Documentation: Details the Scorecard's role in evaluating prompts against predefined criteria.
質問 # 163
Choose 1 option.
Coral Cloud Resorts is about to start testing its concierge agent with guests.
Which metrics should be captured to monitor the performance, correctness, and user experience?
正解：B
解説：
According to the AgentForce Monitoring and Evaluation Framework, the three key dimensions for measuring AI agent quality are performance, correctness, and user satisfaction. To accurately monitor these, organizations should track:
* Response times (to assess system and model latency),
* Accuracy and relevance of answers (to measure the grounding and reasoning quality), and
* Resolution success (to confirm task completion or problem-solving effectiveness).
These metrics provide a balanced evaluation of both technical efficiency and user experience.
Option A focuses on system usage metrics like tokens and duration, which are operational but do not assess correctness or success. Option B includes tone and CSATs, which are helpful but incomplete, as they do not measure factual accuracy or task resolution.
Thus, the correct answer is Option C - Response times, accuracy and relevance of answers, and resolution success, aligning with AgentForce's standard evaluation practices.
Reference: AgentForce Monitoring Guide - "Measuring Agent Performance and Quality Metrics."
質問 # 164
Universal Containers wants to leverage the Record Snapshots grounding feature in a prompt template. What preparations are required?
正解：B
解説：
Record Snapshotsin Salesforce Prompt Builder leverage the data visible on the user'spage layoutfor an object to ground the prompt. This means that the fields and related lists that are configured on the page layout directly influence the data included in the snapshot.
質問 # 165
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