coding standards

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Outlines production-ready Bash standards for AI workflows: use strict modes, ShellCheck, and CI; prefer modular, POSIX-aware scripts with clear names, comments, and usage help; validate inputs, sanitize env, avoid eval; ensure idempotency, strong error handling, exits, and logging; manage dependencies, reproducibility, secrets, and tests for secure, reliable automation.