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| Section | Weight | Objectives |
|---|---|---|
| Orchestrate multi-agent coordination | 15–20% | - Lifecycle management
|
| Manage memory, state, and execution | 10–15% | - State persistence and drift control
|
| Implement guardrails and accountability | 10–15% | - Autonomy and risk levels
|
| Prepare agent architecture and SDLC processes | 15–20% | - Planning vs execution boundaries
|
| Implement tool use and environment interaction | 20–25% | - Agent tool configuration
|
| Evaluation, error analysis, and tuning | 15–20% | - Failure analysis
|
Question 1
You have a GitHub Copilot coding agent named Orchestrator that runs a multi-phase workflow by using the following subagents:
- Explorer gathers context by using read-only tools.
- Modifier applies focused edits.
You are adding a new agent named Summarizer that generates a concise summary after modifications are complete. Summarizer includes the following YAML frontmatter.
The Orchestrator agent lists all three agents in its agents property.
After adding the Summarizer agent, Orchestrator successfully runs Explorer and Modifier but fails to run Summarizer.
What is a possible cause of the failure?
A. Summarizer cannot be invoked as a subagent because disable-model-invocation is set to true.
B. Orchestrator is missing a handoff entry to trigger Summarizer.
C. Orchestrator cannot call Summarizer because user-invocable is set to false.
D. Summarizer is missing the editing tools required to complete the workflow.
Question 2
Drag and Drop Question
You have a GitHub repository that uses the GitHub Copilot CLI to run autonomous tasks.
You need to validate each generated command before it runs. Any commands that attempt to modify paths outside the repository must be blocked.
How should you complete the YAML? To answer, drag the appropriate values to the correct targets. Each value may be used once, more than once, or not at all. You may need to drag the split bar between panes or scroll to view content.
NOTE: Each correct selection is worth one point.
Question 3
You are about to start a complex refactoring task in the GitHub Copilot CLI.
Before Copilot makes any changes, you need to review and agree on the approach.
What should you do first?
A. From the Copilot CLI, switch to plan mode.
B. From the Copilot CLI, run the /compact command.
C. Start the Copilot CLI and specify the --allow-all parameter.
D. Start the Copilot CLI and specify the --agent=Task parameter.
Question 4
Your organization requires that any workflow file changes proposed by an autonomous agent be reviewed by a member of the security team before merging, regardless of who opened the pull request. What combination should you configure?
A. MCP server permissions + repository ruleset
B. CODEOWNERS + a required branch protection rule
C. .copilotignore + agents.md
D. copilot-instructions.md + required status checks
Question 5
An agent working through the Copilot coding agent in GitHub Actions needs additional build dependencies installed before it can run tests. Where should you define this setup?
A. .copilotignore
B. copilot-setup-steps.yml
C. agents.md
D. copilot-instructions.md
Solutions:
| Question 1 Answer: A | Question 2 Answer: Only visible for members | Question 3 Answer: A | Question 4 Answer: B | Question 5 Answer: B |
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