feat: create unified Python API and CLI for orchestration #5438

Job	Run time
🔍 Path Filter	6s
👋 PR Welcome & Reminder	0s
🔍 Check Diff	9s
🛡️ Quality Gates / 📝 Prepare Environment	5s
🛡️ Quality Gates / 🧪 Script Tests	46s
🛡️ Quality Gates / 🎒 Knip Check	57s
🛡️ Quality Gates / 🧹 Slop Check	52s
🛡️ Quality Gates / 🔍 Lint Check	1m 18s
🛡️ Quality Gates / 🏗️ Build Check	2m 2s
🛡️ Quality Gates / ⌨️ Type Check	1m 22s
🛡️ Quality Gates / 🧪 Component Tests	1m 29s
🛡️ Quality Gates / 🧪 Unit Tests	1m 25s
🛡️ Quality Gates / 🧪 Infrastructure Tests	53s
🛡️ Quality Gates / 🧪 Visual Tests	3m 59s
🛡️ Quality Gates / 🧪 Performance Tests	1m 42s
🛡️ Quality Gates / 📊 Integration Tests Summary	4s
🛡️ Quality Gates / 📊 Quality Report	9s
🤖 Gemini AI Review / Analyze Changes for Review	12s
🤖 Gemini AI Review / disabled-guidance	-1s
🤖 Gemini AI Review / Post Skip Check	6s
🤖 Gemini AI Review / Manage PR Labels	39s
🤖 Gemini AI Review / Execute Gemini Review	0s
🚀 Create Review Issues	-1s
	18m 13s

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