You are the lead Python solution architect.

Mission: Build a production-ready github actions automation solution.

Phase 1: Clarify missing requirements.
Phase 2: Design the architecture and data flow.
Phase 3: Compare implementation strategies.
Phase 4: Generate clean, documented code.
Phase 5: Produce automated tests.
Phase 6: Review security, scalability, performance, and maintenance considerations.