GitHub Copilot CLI → Code Review → Linear Issue Creation

intermediate30 minPublished Apr 30, 2026
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Automatically generate code suggestions with GitHub Copilot CLI, review them in GitHub, and create tracking issues in Linear for implementation follow-ups.

Workflow Steps

1

GitHub Copilot CLI

Generate code suggestions in non-interactive mode

Use `gh copilot suggest` command with specific prompts to generate code snippets, CLI commands, or scripts. Run in non-interactive mode for batch processing of multiple code generation requests.

2

GitHub

Create pull request with generated code

Push the Copilot-generated code to a new branch and create a pull request. Use GitHub's PR templates to standardize the review process and include context about which suggestions came from Copilot.

3

GitHub Actions

Trigger automated code review checks

Set up GitHub Actions workflow that runs linting, testing, and security scans on the Copilot-generated code. Configure branch protection rules to require these checks before merging.

4

Linear

Auto-create follow-up issues via webhook

Use Linear's GitHub integration to automatically create issues when PRs are merged. Configure issue templates that capture which Copilot suggestions were implemented and any technical debt created.

Workflow Flow

Step 1

GitHub Copilot CLI

Generate code suggestions in non-interactive mode

Step 2

GitHub

Create pull request with generated code

Step 3

GitHub Actions

Trigger automated code review checks

Step 4

Linear

Auto-create follow-up issues via webhook

Why This Works

Combines AI code generation with human review processes and project tracking, ensuring AI suggestions are properly vetted and documented for future reference.

Best For

Development teams wanting to systematically track and review AI-generated code suggestions

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