Python CI

support custom invocation id #908

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Run time

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Job	Run time
Lint & Type Check	59s
MCP End-to-End Tests	53s
Core Tests (Python 3.11)	3m 51s
Core Tests (Python 3.10)	3m 57s
Core Tests (Python 3.12)	4m 18s
Batch Evaluation Tests	1m 16s
Upload Coverage	8s
	15m 22s