{"categories":[{"label":"Application Frameworks","url":"https://skillfed.io/packages/category/software-development-libraries-application-frameworks/2"}],"enrichment":{"capability":"cliff is a framework for building command-line programs that use entry points to provide subcommands, output formatters, and other extensions.","skillfed_tags":["cli-framework","entry-points","plugin-system"],"use_cases":["Build a multi-command CLI tool (like git or docker) where subcommands are registered via entry points and can be extended by plugins.","Create an OpenStack-style management CLI where output can be formatted as table, JSON, or YAML without duplicating formatter code.","Develop an interactive shell application that supports both command-line and REPL modes with consistent command dispatch.","Build a tool where third-party packages can register new commands or output formatters without modifying the main application.","Create a CLI for a service or API where you need consistent help text, argument validation, and structured output across many commands."],"what_it_does":"cliff is a production-stable framework for building command-line applications. It abstracts away common CLI patterns by using Python entry points to dynamically register subcommands, output formatters, and other extensions, letting you focus on command logic rather than argument parsing and help text generation.\n\nThe framework integrates with cmd2 for interactive shell support, PrettyTable for formatted output, stevedore for plugin discovery, and PyYAML for configuration. It's designed for teams building complex CLI tools that need consistent structure, extensibility through plugins, and multiple output formats (table, CSV, JSON, etc.) without reimplementing those features for each command.","worth_installing":"Yes. cliff is actively maintained, production-stable, has low install friction, carries no known vulnerabilities, and is in the top 5000 PyPI packages by download volume. Install it if you're building a multi-command CLI tool or need extensibility through entry points; skip it if you're writing a simple single-command script where argparse alone suffices."},"id":"cliff","links":{"html":"https://skillfed.io/packages/cliff","md":"https://skillfed.io/packages/cliff.md","pypi":"https://pypi.org/project/cliff/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-07-10","license_spdx":null,"license_treatment":"permissive","name":"cliff","python_support":"supports_current","summary":"Command Line Interface Formulation Framework"},"popularity":{"monthly_downloads":1567871,"position":3753,"tier":"top_5000"},"security":{"n_vulnerabilities":0},"version":"4.15.0"}