GitHubGithub GH-600 Agentic AI Developer Certification ·EN ·Updated 15 Jul 2026

An engineering team is designing how an agent should share state across a GitHub Actions workflow, Copilot CLI session, and Copilot cloud agent context. Match each state-sharing mechanism to the best use. Which mapping is correct?

1. $GITHUB_OUTPUT
2. actions/upload-artifact
3. env at job level
4. MCP server tool access

A. Share variables with steps in the same job
B. Persist files for later jobs in the run
C. Create step outputs for later workflow references
D. Let Copilot use configured external tools
E. Store branch protection decisions permanently
F. Approve all agent tool calls manually

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