01Automated environment validation and dependency checking
02Multi-stage shell fallback chain (Zsh, Bash, Sh, Python3)
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04Configurable execution parameters including CWD, timeouts, and env variables
05Native Flox and Nix environment activation and detection
06Deterministic error recovery and automated shell path discovery