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Dockerfile.cpu: move shared package and toolchain setup into install-common.sh and adopt stricter bash shell options.
Dockerfile.cuda: move shared package and toolchain setup into install-common.sh and adopt stricter bash shell options.
data/install-common.sh: add shared installer for base packages, vcpkg, LLVM, Rust, uv, AI CLIs, and optional timezone setup.
data/entrypoint.sh: enable strict mode and apply TZ when provided at container startup.
data/env_setup.sh: stop exporting locale defaults and surface TZ guidance for interactive shells.
scripts/build.sh: add help text, validation, shared image-name resolution, and optional TZ build args.
scripts/exec.sh: add help text, safer defaults, exact-name matching, and strict shell handling.
scripts/image-configs.sh: add repository-aware image resolution helpers and bump IMAGE_VERSION to 2.5.1.
scripts/run.sh: add argument validation, optional timezone and GPU controls, safer SSH copy handling, and improved help output.
scripts/create-shared-dir: move the shared-dir helper into scripts/ and add usage and host prerequisite guidance.
data/create-shared-dir: remove the legacy helper location.
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