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Goal design for autonomous coding loops

Give autonomous coding agents a clear goal and a reliable way to know when they are done. Includes templates and worked examples.

Year
2026
Artifact type
Public source

What it demonstrates

The repository makes an autonomous coding loop easier to inspect by pairing a goal template with explicit completion gates and examples for production deployment and development work.

Repository map

  • templates/loop-goal.md provides the reusable loop-goal template.
  • examples/prod-deploy-goal.md and examples/dev-feature-goal.md show completed goal examples.
  • running-in-claude-code.md documents ways to run the loop in Claude Code.
  • linear-card-template.md provides a companion work-item template.

Inspect the source

Review the repository and the supporting article.