chore(ci): pilot python-app-ci gold-standard reusable #398

Job	Run time
Shell Tests	7s
App CI / Build / python-build	31s
App CI / Secret Scanning / Secret Scanning	25s
App CI / Dependency Review / Dependency Review	14s
App CI / CI / Python 3.14 (windows-latest)	2m 4s
App CI / Audit / pip-audit	37s
App CI / CI / Python 3.14 (ubuntu-latest)	1m 2s
App CI / Audit / CycloneDX SBOM	50s
App CI / CI / Python 3.14 (macos-latest)	1m 14s
Documentation Check / Python 3.14 (ubuntu-latest)	20s
App CI / Audit / bandit	26s
App CI / CodeQL	-1s
App CI / Scorecard	-1s
App CI / zizmor	-1s
End-to-End Integration / Python 3.14 (ubuntu-latest)	22s
	8m 9s

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