autoreport-cli

Argument parsing for PPTX generation is managed through an argparse-based CLI layer that validates inputs and delegates to generation logic, ensuring deterministic behavior. The CLI handles subcommands like generate to produce decks predictably.

Command-line tools like this one map failures to specific exit codes: code 1 for general failures and code 2 for validation errors. This clear exit-code semantics ensures reliable integration in automation pipelines by distinguishing failure types.

Standardized user-facing messaging is implemented by centralizing output logic in the CLI layer, which preserves existing success and error messages while delegating core tasks to generation and validation logic. This ensures a consistent user experience across all subcommands.

Yes, a thin CLI layer can scaffold payloads and validate templates by delegating argument parsing to argparse and routing to specific subcommands. This architecture keeps the CLI predictable while the underlying logic handles the actual payload scaffolding and template validation.

Unpredictable CLI behavior in automation often stems from unclear exit-code semantics or inconsistent messaging. This CLI addresses that by applying deterministic exit codes (1 and 2) and standardized output, ensuring reliable pipeline integration and predictable failures.