cliops 4.2.2

Advanced CLI tool for structured, pattern-based prompt optimization and state management

CliOps - Command Line Interface for Prompt Optimization

A powerful CLI tool for structured, pattern-based prompt optimization and state management.

Features

• Pattern-based optimization: Apply proven prompt engineering patterns
• State management: Persistent CLI state for project context
• Rich terminal UI: Beautiful output with syntax highlighting
• Extensible: Add custom patterns and presets
• Cross-platform: Works on Windows, macOS, and Linux

Installation

The installer will attempt to add the necessary directory to your system's PATH. Please restart your terminal after installation for the changes to take effect.

pip install .

If you still have issues, you may need to add the Python scripts directory to your PATH manually.

Quick Start

# Initialize configuration
cliops init

# Set project context
cliops state set ARCHITECTURE "React + Node.js"
cliops state set FOCUS "API development"

# Optimize a prompt
cliops "Create a user authentication endpoint"

# Analyze a prompt
cliops analyze "Make this code better"

# List available patterns
cliops patterns

Usage

Basic Commands

• cliops optimize <prompt> - Optimize a prompt using patterns
• cliops analyze <prompt> - Analyze prompt for improvements
• cliops patterns - List available optimization patterns
• cliops state set <key> <value> - Set persistent state
• cliops init - Initialize configuration

Examples

# Direct prompt optimization
cliops "Fix this bug in my React component"

# With specific pattern
cliops optimize "Refactor this function" --pattern surgical_refactor

# With overrides
cliops optimize "Create API" --context "Express.js backend" --constraints "RESTful design"

# Dry run to see what would be generated
cliops optimize "Test prompt" --dry-run

Testing

python run_tests.py

License

MIT License