cliops 1.0.3

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

pip install -e .

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