ai-ad-test-regression-orchestrator

Regression orchestration coordinates end-to-end test generation and CI execution for backend modules. Provide the module name and mode (module_test, change_tasks, or ci_helper) to generate module-specific tests, populate OpenSpec change tasks, and produce ready-to-run CI snippets compatible with your repository and Windows PowerShell environment.

Yes. This Skill maps module-level tests to OpenSpec change tasks automatically. It generates deterministic test payloads and CI steps that keep your module tests synchronized with OpenSpec requirements across regression cycles.

Specify your module name and select ci_helper or change_tasks mode to produce platform-specific CI YAML snippets and test artifacts. The Skill delivers Windows PowerShell-compatible commands and ready-to-run payloads mapped to your backend module structure.

Three modes cover distinct workflows: module_test generates module-level regression tests; change_tasks automatically fills OpenSpec testing gates; ci_helper produces platform-specific CI execution steps and snippets for your controlled repository.

No. The Skill produces deterministic, mapped artifacts across testing gates and CI steps automatically. It eliminates manual alignment between module tests, OpenSpec change tasks, and regression CI commands.

Provide a controlled repository with backend modules and OpenSpec definitions. The Skill requires module names and selected mode; it handles test generation, OpenSpec task population, and Windows PowerShell-compatible CI snippet production within your existing environment.