Building CLIs

Building CLIs

Build professional command-line interfaces across Python, Go, and Rust using modern frameworks with robust argument parsing, configuration management, and shell integration.

When to Use This Skill

Use this skill when:

• Building developer tooling or automation CLIs
• Creating infrastructure management tools (deployment, monitoring)
• Implementing API client command-line tools
• Adding CLI capabilities to existing projects
• Packaging utilities for distribution (PyPI, Homebrew, binary releases)

Common triggers: "create a CLI tool", "build a command-line interface", "add CLI arguments", "parse command-line options", "generate shell completions"

Framework Selection

Quick Decision Guide

Python Projects:

• Typer (recommended): Modern type-safe CLIs with minimal boilerplate
• Click: Mature, flexible CLIs for complex command hierarchies

Go Projects:

• Cobra (recommended): Industry standard for enterprise tools (Kubernetes, Docker, GitHub CLI)
• urfave/​cli: Lightweight alternative for simple CLIs

Rust Projects:

• clap v4 (recommended): Type-safe with derive API or builder API for runtime flexibility

For detailed framework comparison and selection criteria, see references/​framework-selection.md.

Core Patterns

Arguments vs. Options vs. Flags

Positional Arguments:

• Primary input, identified by position
• Use for required inputs (max 2-3 arguments)
• Example: convert input.jpg output.png

Options:

• Named parameters with values
• Use for configuration and optional inputs
• Example: --output file.txt, --config app.yaml

Flags:

• Boolean options (presence = true)
• Use for switches and toggles
• Example: --verbose, --dry-run, --force

Decision Matrix:

See references/​argument-patterns.md for comprehensive parsing patterns.

Subcommand Organization

Flat Structure (1 Level):

app command1 [args]
app command2 [args]

Use for: Small CLIs with 5-10 operations

Grouped Structure (2 Levels):

app group subcommand [args]

Use for: Medium CLIs with logical groupings (10-30 commands) Example: kubectl get pods, kubectl create deployment

Nested Structure (3+ Levels):

app group subgroup command [args]

Use for: Large CLIs with deep hierarchies (30+ commands) Example: gcloud compute instances create

See references/​subcommand-design.md for structuring strategies.

Configuration Management

Standard Precedence (Highest to Lowest):

1. CLI Arguments/​Flags (explicit user input)
2. Environment Variables (session overrides)
3. Config File - Local (./​config.yaml)
4. Config File - User (~/​.config/​app/​config.yaml)
5. Config File - System (/​etc/​app/​config.yaml)
6. Built-in Defaults (hardcoded)

Best Practices:

• Document precedence in --help
• Validate config files before execution
• Provide --print-config to show effective configuration
• Use XDG Base Directory (~/​.config/​app/) for config files

See references/​configuration-management.md for implementation patterns across languages.

Output Formatting

Format Selection:

Best Practices:

• Default to human-readable output
• Provide --output flag (json, yaml, table)
• Use stderr for logs, stdout for data
• Auto-detect TTY (disable colors if not interactive)
• Use exit codes: 0 = success, 1 = error, 2 = usage error

See references/​output-formatting.md for formatting strategies.

Language-Specific Quick Starts

Python with Typer

Installation:

pip install "typer[all]"  # Includes rich for colored output

Basic Example:

import typer
from typing import Annotated

app = typer.Typer()

@app.command()
def greet(
    name: Annotated[str, typer.Argument(help="Name to greet")],
    formal: Annotated[bool, typer.Option(help="Use formal greeting")] = False
):
    """Greet someone with a message."""
    greeting = "Good day" if formal else "Hello"
    typer.echo(f"{greeting}, {name}!")

if __name__ == "__main__":
    app()

Key Features:

• Type hints for automatic validation
• Minimal boilerplate with decorators
• Auto-generated help text
• Rich integration for colored output

See examples/​python/ for complete working examples including subcommands, config management, and interactive features.

Go with Cobra

Installation:

go get -u github.com/​spf13/​cobra@latest

Basic Example:

var rootCmd = &cobra.Command{
    Use:   "greet [name]",
    Args:  cobra.ExactArgs(1),
    Run: func(cmd *cobra.Command, args []string) {
        fmt.Printf("Hello, %s!\n", args[0])
    },
}

rootCmd.Flags().Bool("formal", false, "Use formal greeting")
rootCmd.Execute()

Key Features:

• POSIX-compliant flags
• Viper integration for configuration
• Subcommand architecture
• Shell completion generation

See examples/​go/ for complete working examples including Viper config and multi-level subcommands.

Rust with clap

Installation (Cargo.toml):

[dependencies]
clap = { version = "4.5", features = ["derive"] }

Basic Example (Derive API):

use clap::Parser;

#[derive(Parser)]
#[command(about = "Greet someone")]
struct Cli {
    /// Name to greet
    name: String,

    /// Use formal greeting
    #[arg(long)]
    formal: bool,
}

fn main() {
    let cli = Cli::parse();
    let greeting = if cli.formal { "Good day" } else { "Hello" };
    println!("{}, {}!", greeting, cli.name);
}

Key Features:

• Compile-time type safety
• Derive API (declarative) or Builder API (programmatic)
• Comprehensive validation
• Performance optimized

See examples/​rust/ for complete working examples including subcommands and builder API patterns.

Interactive Features

Progress Indicators

Python (rich):

from rich.progress import track
for _ in track(range(100), description="Processing..."):
    time.sleep(0.01)

Go (progressbar):

import "github.com/​schollz/​progressbar/​v3"
bar := progressbar.Default(100)
for i := 0; i < 100; i++ {
    bar.Add(1)
}

Rust (indicatif):

use indicatif::ProgressBar;
let bar = ProgressBar::new(100);
for _ in 0..100 {
    bar.inc(1);
}

Prompts and Confirmations

Python:

confirm = typer.confirm("Are you sure?")
if not confirm:
    raise typer.Abort()

Go:

reader := bufio.NewReader(os.Stdin)
fmt.Print("Are you sure? (y/​n): ")
response, _ := reader.ReadString('\n')

Rust:

use dialoguer::Confirm;
if Confirm::new().with_prompt("Are you sure?").interact()? {
    // Proceed
}

Shell Completion

Generating Completions

Python (Typer):

_MYAPP_COMPLETE=bash_source myapp > ~/​.myapp-complete.bash
_MYAPP_COMPLETE=zsh_source myapp > ~/​.myapp-complete.zsh

Go (Cobra):

rootCmd.AddCommand(&cobra.Command{
    Use:   "completion [bash|zsh|fish|powershell]",
    Args:  cobra.ExactArgs(1),
    Run: func(cmd *cobra.Command, args []string) {
        switch args[0] {
        case "bash":
            rootCmd.GenBashCompletion(os.Stdout)
        case "zsh":
            rootCmd.GenZshCompletion(os.Stdout)
        }
    },
})

Rust (clap):

use clap_complete::{generate, shells::Bash};
generate(Bash, &mut Cli::command(), "myapp", &mut io::stdout())

See references/​shell-completion.md for installation instructions.

Distribution and Packaging

Python (PyPI)

pyproject.toml:

[project]
name = "myapp"
version = "1.0.0"
scripts = { myapp = "myapp.cli:app" }

Publish:

pip install build twine
python -m build
twine upload dist/​*

Go (Homebrew)

Formula:

class Myapp < Formula
  desc "My CLI application"
  url "https://github.com/​user/​myapp/​archive/​v1.0.0.tar.gz"

  def install
    system "go", "build", "-o", bin/"myapp"
  end
end

Rust (Cargo)

Publish:

cargo login
cargo publish

Installation:

cargo install myapp

See references/​distribution.md for comprehensive packaging strategies including binary releases.

Best Practices

Universal CLI Conventions

Always Provide:

• --help and -h for usage information
• --version and -V for version display
• Clear error messages with actionable suggestions

Argument Handling:

• Use -- separator for options vs. positional args
• Support both short (-v) and long (--verbose) forms
• Validate and sanitize all user inputs

Error Handling:

• Exit code 0 for success
• Exit code 1 for general errors
• Exit code 2 for usage errors
• Write errors to stderr, data to stdout

Interactivity:

• Detect TTY (interactive vs. piped input)
• Provide --yes/--force to skip prompts for automation
• Show progress for operations longer than 2 seconds

Configuration Best Practices

File Formats:

• Use YAML, TOML, or JSON consistently
• Separate files per environment (dev, staging, prod)
• Validate configuration in CI/​CD with --check-config

Secret Management:

• Never commit secrets to config files
• Use environment variables or secret managers
• Document required environment variables

Precedence:

• CLI args > env vars > config file > defaults
• Document precedence in help text
• Provide --print-config to show effective configuration

Integration with Other Skills

testing-strategies:

• CLI testing with mocks and fixtures
• Integration tests for end-to-end workflows
• See examples/​python/​test_cli.py

building-ci-pipelines:

• Binary builds for multiple platforms
• Automated releases via GitHub Actions
• See references/​distribution.md

api-patterns:

• Building API client CLIs
• Authentication and token management
• Formatting API responses

secret-management:

• Secure credential storage
• Environment variable integration
• Vault/​secrets manager integration

Reference Files

Decision Frameworks:

• framework-selection.md - Which framework to choose
• argument-patterns.md - Arguments vs. options vs. flags
• subcommand-design.md - Structuring command hierarchies

Implementation Guides:

• configuration-management.md - Config files and precedence
• output-formatting.md - Human vs. machine-readable output
• shell-completion.md - Generating completions
• distribution.md - Packaging and releasing CLIs

Code Examples:

• examples/​python/ - Typer examples (basic, subcommands, config, interactive)
• examples/​go/ - Cobra examples (basic, subcommands, Viper integration)
• examples/​rust/ - clap examples (derive, builder, subcommands)

Quick Reference

Framework Recommendations:

• Python: Typer (modern) or Click (mature)
• Go: Cobra (enterprise) or urfave/​cli (simple)
• Rust: clap v4 (derive or builder)

Common Patterns:

• Arguments: Primary inputs (max 2-3)
• Options: Named parameters with values
• Flags: Boolean switches
• Subcommands: Group related operations
• Config: CLI args > env vars > files > defaults

Output Standards:

• Default: Human-readable (colored, tables)
• Machine: JSON/​YAML via --output flag
• Errors: stderr, data: stdout
• Exit: 0 = success, 1 = error, 2 = usage

Distribution:

• Python: PyPI (pip install)
• Go: Homebrew, binary releases
• Rust: Cargo (cargo install), binary releases