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AI-powered command line troubleshooting tool

Project description

CmdRx - AI-Powered Command Line Troubleshooting Tool

License: MIT Python 3.8+

CmdRx is a command line tool designed to assist IT personnel in analyzing CLI command outputs and providing troubleshooting steps and suggested fixes using artificial intelligence. It supports multiple LLM providers including OpenAI, Anthropic Claude, Grok, and custom on-premises solutions.

Features

  • Multiple Input Modes: Analyze command output directly or via piped input
  • AI-Powered Analysis: Uses advanced language models to provide intelligent troubleshooting
  • Multiple LLM Providers: Support for OpenAI, Anthropic, Grok, and custom endpoints
  • Secure Configuration: Safe storage of API keys using system keyring
  • Detailed Logging: Timestamped analysis logs with comprehensive information
  • Automated Fix Scripts: Generates executable shell scripts with suggested fixes
  • User-Friendly TUI: Text-based configuration interface for easy setup
  • Cross-Platform: Works on Linux and macOS

Installation

From PyPI (Recommended)

pip install cmdrx

From Source

git clone https://github.com/ryantischer2/cmdrx.git
cd cmdrx
pip install -e .

Package Managers

Ubuntu/Debian:

sudo apt update
sudo apt install cmdrx

Fedora/RHEL:

sudo dnf install cmdrx

macOS (Homebrew):

brew install cmdrx

Quick Start

1. Configure CmdRx

Run the configuration wizard to set up your LLM provider:

cmdrx --config

This will guide you through:

  • Selecting an LLM provider (OpenAI, Anthropic, Grok, or custom)
  • Entering your API credentials securely
  • Configuring output directories and preferences

2. Analyze Command Output

Standalone Mode (CmdRx executes the command):

cmdrx systemctl status httpd
cmdrx journalctl -xe
cmdrx docker ps -a

Piped Mode (analyze output from another command):

systemctl status httpd | cmdrx
journalctl -xe | cmdrx
docker logs my-container | cmdrx

3. Review Results

CmdRx will display:

  • Analysis of the command output
  • Identified issues
  • Troubleshooting steps
  • Suggested fixes with risk levels
  • Generated log files and fix scripts

Usage Examples

Troubleshooting a Failed Service

$ cmdrx systemctl status apache2

Output:

╭─ Analysis (ERROR) ────────────────────────────────────────╮
│ Apache2 service is failed due to configuration syntax    │
│ error in /etc/apache2/sites-enabled/000-default.conf     │
╰───────────────────────────────────────────────────────────╯

╭─ Issues Identified ───────────────────────────────────────╮
│ • Configuration syntax error in virtual host             │
│ • Service failed to start                                │
│ • Port conflict possible                                  │
╰───────────────────────────────────────────────────────────╯

╭─ Troubleshooting Steps ───────────────────────────────────╮
│ 1. Check configuration syntax                            │
│    Command: apache2ctl configtest                        │
│    This will show specific syntax errors                 │
│                                                           │
│ 2. Review error logs                                     │
│    Command: journalctl -u apache2 -n 20                  │
│    Check for detailed error messages                     │
╰───────────────────────────────────────────────────────────╯

Generated Files:
📄 Log file: ~/.cmdrx_logs/cmdrx_analysis_20241201_143022.log
🔧 Fix script: ~/.cmdrx_logs/cmdrx_fix_20241201_143022.sh
   Run with: bash ~/.cmdrx_logs/cmdrx_fix_20241201_143022.sh

Analyzing Docker Issues

$ docker ps | cmdrx

Custom Analysis with Piped Input

$ cat /var/log/syslog | tail -50 | cmdrx

Configuration

LLM Providers

CmdRx supports multiple LLM providers:

OpenAI

  • Models: gpt-4, gpt-3.5-turbo, etc.
  • Requires: OpenAI API key
  • Configuration: Select "openai" in config menu

Anthropic Claude

  • Models: claude-3-sonnet, claude-3-haiku, etc.
  • Requires: Anthropic API key
  • Configuration: Select "anthropic" in config menu

Grok (xAI)

  • Models: grok-beta, etc.
  • Requires: xAI API key
  • Configuration: Select "grok" in config menu

Custom/On-Premises

  • Any OpenAI-compatible API endpoint
  • Examples: Ollama, LocalAI, custom deployments
  • Configuration: Select "custom" and provide endpoint details

Configuration File

Configuration is stored in ~/.config/cmdrx/config.json:

{
  "llm_provider": "openai",
  "llm_model": "gpt-4",
  "log_directory": "~/cmdrx_logs",
  "verbose": false,
  "auto_fix_scripts": true,
  "command_timeout": 30
}

Secure Credential Storage

CmdRx offers multiple secure methods for storing API keys and tokens:

Method 1: System Keyring (Preferred)

  • Linux: Secret Service (GNOME Keyring, KWallet)
  • macOS: Keychain
  • Windows: Windows Credential Store
  • Setup: Use cmdrx --config to store credentials securely

Method 2: Environment Variables

Perfect for development and CI/CD environments:

# OpenAI
export CMDRX_OPENAI_API_KEY="sk-your-openai-key"

# Anthropic Claude
export CMDRX_ANTHROPIC_API_KEY="sk-ant-your-claude-key"

# Grok (xAI)
export CMDRX_GROK_API_KEY="xai-your-grok-key"

# Custom providers
export CMDRX_CUSTOM_API_KEY="your-custom-key"
export CMDRX_CUSTOM_BEARER_TOKEN="your-bearer-token"

Method 3: Credentials File

For manual credential management:

# Create secure credentials file
mkdir -p ~/.config/cmdrx
cat > ~/.config/cmdrx/credentials.json << 'EOF'
{
  "openai_api_key": "sk-your-openai-key",
  "anthropic_api_key": "sk-ant-your-claude-key",
  "grok_api_key": "xai-your-grok-key"
}
EOF

# Secure the file (owner-only access)
chmod 600 ~/.config/cmdrx/credentials.json

Priority Order

CmdRx will search for credentials in this order:

  1. System keyring
  2. Environment variables (CMDRX_*)
  3. Credentials file (~/.config/cmdrx/credentials.json)

Setting Up API Keys

Option A: Interactive Configuration (Recommended)

cmdrx --config

Option B: Environment Variables (Quick Setup)

# Add to your shell profile (~/.bashrc, ~/.zshrc, etc.)
echo 'export CMDRX_OPENAI_API_KEY="sk-your-actual-key"' >> ~/.zshrc
source ~/.zshrc

Option C: One-time Usage

CMDRX_OPENAI_API_KEY="sk-your-key" cmdrx your-command

Command Line Options

cmdrx [OPTIONS] [COMMAND...]

Options:
  -c, --config          Open configuration interface
  -v, --verbose         Enable verbose output
  --version            Show version and exit
  --log-dir PATH       Override default log directory
  --dry-run            Analyze without creating fix scripts
  --help               Show help message

Generated Files

CmdRx generates several types of output files:

Log Files

  • Location: ~/cmdrx_logs/ (configurable)
  • Format: cmdrx_analysis_YYYYMMDD_HHMMSS.log
  • Content: Complete analysis with system info, command output, and AI response

Fix Scripts

  • Location: ~/cmdrx_logs/ (configurable)
  • Format: cmdrx_fix_YYYYMMDD_HHMMSS.sh
  • Content: Executable bash script with suggested fixes
  • Safety: Includes confirmations and risk warnings

Security Considerations

  • Credential Storage: Multiple secure options (system keyring, environment variables, encrypted file)
  • File Permissions: Credentials files automatically secured with chmod 600 (owner-only access)
  • No Plain Text: API keys never stored in configuration files or logs
  • Input Validation: Commands are validated to prevent injection attacks
  • Fix Scripts: Generated with safety confirmations and warnings
  • HTTPS: All remote API calls use HTTPS encryption
  • No Auto-Execution: Fixes require explicit user approval
  • Fallback Security: If keyring fails, secure alternatives are available

Troubleshooting

Common Issues

Configuration Error: No LLM provider configured

cmdrx --config  # Run configuration wizard

API Key Issues

# Method 1: Interactive configuration
cmdrx --config

# Method 2: Environment variable (quick fix)
export CMDRX_OPENAI_API_KEY="sk-your-key"

# Method 3: Check which credential source is being used
cmdrx --verbose echo "test"  # Shows credential source in output

# Method 4: Verify credential file
ls -la ~/.config/cmdrx/credentials.json

Keyring Problems If system keyring is unavailable, CmdRx automatically falls back to:

# Use environment variables instead
export CMDRX_OPENAI_API_KEY="sk-your-key"

# Or create credentials file
mkdir -p ~/.config/cmdrx
echo '{"openai_api_key": "sk-your-key"}' > ~/.config/cmdrx/credentials.json
chmod 600 ~/.config/cmdrx/credentials.json

Connection Problems

# Test your configuration
cmdrx --config  # Use "Test Configuration" option

Verbose Mode

For detailed debugging information:

cmdrx --verbose your-command

Log Files

Check the generated log files for complete analysis details:

ls -la ~/cmdrx_logs/
cat ~/cmdrx_logs/cmdrx_analysis_*.log

Development

Setting Up Development Environment

git clone https://github.com/ryantischer2/cmdrx.git
cd cmdrx
pip install -e ".[dev]"

Running Tests

pytest
pytest --cov=src/cmdrx

Code Quality

black src/ tests/
isort src/ tests/
flake8 src/ tests/
mypy src/

Contributing

We welcome contributions! Please see our Contributing Guide for details.

  1. Fork the repository
  2. Create a feature branch
  3. Make your changes
  4. Add tests
  5. Submit a pull request

License

This project is licensed under the MIT License - see the LICENSE file for details.

Support

Changelog

See CHANGELOG.md for version history and changes.


Disclaimer: CmdRx provides AI-generated suggestions. Always review and understand commands before executing them. The authors are not responsible for any system damage or data loss.

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