airun

AIRun 🚀

AI-Enhanced Universal Script Runner with Automatic Error Fixing

AIRun is a powerful command-line tool that can execute scripts in multiple languages (Python, Shell, Node.js, PHP) with intelligent AI-powered error detection and automatic fixing capabilities.

✨ Features

🔄 Universal Script Execution - One command for Python, Shell, Node.js, and PHP scripts
🤖 AI-Powered Error Fixing - Automatic detection and fixing of common errors
🎯 Smart Language Detection - Automatically detects script type from extension, shebang, or content
🔌 Multiple LLM Support - Works with Ollama (local), OpenAI, Claude/Anthropic
⚡ Real-time Error Handling - Fixes errors during execution with configurable retry attempts
🛡️ Safe Execution - Creates backups before applying fixes
📊 Detailed Analysis - Comprehensive script analysis and diagnostics
🎛️ Highly Configurable - Project-specific and global configuration support

🚀 Quick Start

Installation

Option 1: Using pip (when published)

pip install airun

Option 2: From source

# Clone the repository
git clone https://github.com/wronai/airun.git
cd airun

# Install with Poetry
poetry install
poetry shell

# Or install with pip
pip install -e .

Option 3: One-line installer

curl -sSL https://raw.githubusercontent.com/wronai/airun/main/scripts/install.sh | bash

Setup Ollama (for local AI)

# Install Ollama
curl -fsSL https://ollama.ai/install.sh | sh

# Start Ollama service
ollama serve

# Download Code Llama model
ollama pull codellama:7b

Initialize Configuration

# Create default configuration
airun config --init

# Check system status
airun doctor

📖 Usage Examples

Basic Script Execution

# Auto-detect and run Python script
airun my_script.py

# Auto-detect and run shell script
airun deploy.sh production

# Force specific language
airun --lang=nodejs app.js

# Run with arguments
airun data_processor.py --input data.csv --output results.json

AI-Enhanced Error Fixing

# Run with automatic error fixing (default)
airun broken_script.py

# Disable automatic fixing
airun --no-fix risky_script.sh

# Interactive mode (confirm before applying fixes)
airun --interactive debug_me.py

# Specify LLM provider
airun --llm=openai:gpt-4 complex_script.py
airun --llm=ollama:codellama:13b performance_critical.py

Analysis and Debugging

# Analyze script without execution
airun analyze my_script.py

# Dry run (validate and show execution plan)
airun run --dry-run script.py

# Verbose output for debugging
airun run --verbose script.py

# Generate analysis report
airun analyze --output=report.json --format=json script.py

Batch Operations

# Run multiple scripts
airun batch script1.py script2.sh script3.js

# Parallel execution
airun batch --parallel *.py

# Stop on first error
airun batch --stop-on-error test_*.py

# Generate execution report
airun batch --report=results.html *.py

Configuration Management

# Show current configuration
airun config --show

# Edit configuration
airun config --edit

# Set configuration values
airun config --set auto_fix=false
airun config --set llm_providers.ollama.base_url=http://localhost:11434

📋 Real-World Examples

Example 1: Python Script with Syntax Error

broken_script.py:

import sys
import os

def process_data(filename):
    with open(filename, 'r') as f:
        data = f.read()
    
    # Missing closing parenthesis - syntax error
    result = data.replace('old', 'new'
    return result

if __name__ == "__main__":
    process_data(sys.argv[1])

Run with AIRun:

$ airun broken_script.py data.txt

🚀 Executing broken_script.py (python)
❌ Error detected: SyntaxError: unexpected EOF while parsing
🤖 Attempting AI fix...
🔧 Applied AI fix, retrying...
✅ Error fixed successfully!
Data processed successfully
✅ Execution completed in 1.23s

Example 2: Shell Script with Permission Issues

setup.sh:

#!/bin/bash
mkdir /opt/myapp
cp files/* /opt/myapp/
chmod +x /opt/myapp/start.sh

Run with AIRun:

$ airun setup.sh

🚀 Executing setup.sh (shell)
❌ Error detected: Permission denied
🤖 Attempting AI fix...
🔧 Applied AI fix, retrying...
# AI adds 'sudo' where needed
✅ Error fixed successfully!
✅ Execution completed in 2.45s

Example 3: Node.js with Missing Dependencies

app.js:

const express = require('express');
const missingModule = require('missing-package');

const app = express();
app.listen(3000);

Run with AIRun:

$ airun app.js

🚀 Executing app.js (nodejs)
❌ Error detected: Cannot find module 'missing-package'
🤖 Attempting AI fix...
🔧 Applied AI fix, retrying...
# AI suggests removing unused import or installing package
✅ Error fixed successfully!
Server running on port 3000
✅ Execution completed in 3.12s

⚙️ Configuration

Global Configuration

AIRun uses ~/.airun/config.yaml for global settings:

# Core Settings
auto_fix: true
interactive_mode: false
timeout: 300
max_retries: 3

# Default LLM Provider
default_llm: "ollama:codellama"

# LLM Providers
llm_providers:
  ollama:
    base_url: "http://localhost:11434"
    models:
      python: "codellama:7b"
      shell: "codellama:7b"
      nodejs: "codellama:7b"
      php: "codellama:7b"
  
  openai:
    api_key: "${OPENAI_API_KEY}"
    model: "gpt-4"
  
  claude:
    api_key: "${ANTHROPIC_API_KEY}"
    model: "claude-3-sonnet-20240229"

# Script Runners
runners:
  python:
    executable: "python3"
    flags: ["-u"]
  
  shell:
    executable: "bash"
    flags: []
  
  nodejs:
    executable: "node"
    flags: []
  
  php:
    executable: "php"
    flags: []

Project-Specific Configuration

Create .airunner.yaml in your project directory:

# Override global settings for this project
default_llm: "openai:gpt-4"
auto_fix: true

runners:
  python:
    executable: "python3.11"
    flags: ["-u", "-X", "dev"]
  
  nodejs:
    executable: "node"
    flags: ["--experimental-modules"]

# Custom prompts for this project
prompts:
  python:
    system: "You are debugging a Django web application. Consider Django patterns and best practices."

Environment Variables

Override configuration with environment variables:

export AIRUN_AUTO_FIX=false
export AIRUN_DEFAULT_LLM="openai:gpt-4"
export AIRUN_TIMEOUT=600
export OPENAI_API_KEY="your-api-key"
export ANTHROPIC_API_KEY="your-claude-key"

🔧 Advanced Usage

Custom Model Configuration

# Use specific Ollama model
airun --llm=ollama:codellama:13b large_script.py

# Use OpenAI with specific model
airun --llm=openai:gpt-4-turbo complex_analysis.py

# Use Claude for shell scripts
airun --llm=claude:claude-3-opus advanced_deploy.sh

Integration with CI/CD

.github/workflows/ai-test.yml:

name: AI-Enhanced Testing
on: [push, pull_request]

jobs:
  test:
    runs-on: ubuntu-latest
    steps:
    - uses: actions/checkout@v3
    - name: Setup AIRun
      run: |
        curl -sSL https://raw.githubusercontent.com/wronai/airun/main/scripts/install.sh | bash
        airun doctor
    - name: Run tests with AI fixing
      run: |
        airun batch --report=test_results.html test_*.py
        airun batch --parallel --max-retries=1 integration_tests/*.sh

IDE Integration

VS Code Task (.vscode/tasks.json):

{
  "version": "2.0.0",
  "tasks": [
    {
      "label": "AIRun: Execute Current File",
      "type": "shell",
      "command": "airun",
      "args": ["${file}"],
      "group": {
        "kind": "build",
        "isDefault": true
      },
      "presentation": {
        "echo": true,
        "reveal": "always",
        "focus": false,
        "panel": "shared"
      }
    }
  ]
}

🛠️ Development

Setup Development Environment

# Clone repository
git clone https://github.com/wronai/airun.git
cd airun

# Setup development environment
make dev-setup

# Run tests
make test

# Run linting
make lint

# Build package
make build

Running Tests

# Run all tests
make test

# Run with coverage
make test-coverage

# Run specific test file
pytest tests/test_detector.py -v

# Run integration tests (requires real interpreters)
pytest tests/ -m integration

Contributing

Fork the repository
Create a feature branch: git checkout -b feature-name
Make your changes and add tests
Run the test suite: make test
Submit a pull request

📊 Comparison with Other Tools

Feature	AIRun	Traditional Runners	Other AI Tools
Multi-language support	✅	❌	⚠️
Auto error fixing	✅	❌	⚠️
Local AI support	✅	❌	❌
Script analysis	✅	❌	⚠️
Backup/restore	✅	❌	❌
Batch execution	✅	⚠️	❌
Configuration flexibility	✅	⚠️	⚠️

🚨 Safety Features

Automatic Backups: Creates backups before applying any fixes
Confirmation Prompts: Interactive mode asks before applying changes
Rollback Capability: Can restore original files if fixes fail
Dry Run Mode: Analyze and validate without execution
Configurable Limits: Set maximum retry attempts and timeouts

🤖 Supported LLM Providers

Ollama (Local)

Models: CodeLlama, Mistral, Llama 2, custom models
Benefits: Free, private, offline capable
Setup: ollama pull codellama:7b

OpenAI

Models: GPT-4, GPT-4 Turbo, GPT-3.5 Turbo
Benefits: High quality, fast response
Setup: Set OPENAI_API_KEY environment variable

Anthropic (Claude)

Models: Claude 3 Sonnet, Claude 3 Opus
Benefits: Excellent reasoning, safety-focused
Setup: Set ANTHROPIC_API_KEY environment variable

📚 Documentation

🆘 Troubleshooting

Common Issues

1. “Unable to determine script type”

# Use --lang to force detection
airun --lang=python ambiguous_file.txt

2. “Required executable not found”

# Check system status
airun doctor

# Install missing interpreters
# Ubuntu/Debian: apt install python3 nodejs php-cli
# macOS: brew install python node php

3. “Ollama connection failed”

# Check if Ollama is running
curl http://localhost:11434/api/tags

# Start Ollama
ollama serve

# Pull required model
ollama pull codellama:7b

4. “AI fix failed”

# Try different model
airun --llm=openai:gpt-4 script.py

# Use interactive mode
airun --interactive script.py

# Disable AI fixing for debugging
airun --no-fix script.py

Getting Help

# System diagnosis
airun doctor

# View logs
airun logs --days=7

# Verbose execution
airun run --verbose script.py

# Get configuration template
airun config --init

📜 License

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

🙏 Acknowledgments

Ollama for local LLM capabilities
OpenAI for GPT models
Anthropic for Claude models
Click for CLI framework
All contributors and users of this project

⭐ Star History

Made with ❤️ by the AIRun team

If you find AIRun useful, please consider giving it a star ⭐ and sharing it with others!

AIRun Project Tree Structure

📁 Current Project Structure (as `tree` command output)

airun/
├── README.md                              ✅ COMPLETE
├── LICENSE                                ❌ MISSING
├── CONTRIBUTING.md                        ✅ COMPLETE
├── CHANGELOG.md                           ❌ MISSING
├── CODE_OF_CONDUCT.md                     ❌ MISSING
├── pyproject.toml                         ✅ COMPLETE
├── poetry.lock                            ❌ GENERATED (after poetry install)
├── Makefile                               ✅ COMPLETE
├── Dockerfile                             ✅ COMPLETE
├── docker-compose.yml                     ✅ COMPLETE
├── .gitignore                             ❌ MISSING
├── .pre-commit-config.yaml                ❌ MISSING
├── .dockerignore                          ❌ MISSING
├── .github/
│   └── workflows/
│       ├── ci.yml                         ✅ COMPLETE
│       ├── release.yml                    ❌ MISSING
│       └── ISSUE_TEMPLATE/
│           ├── bug_report.md              ❌ MISSING
│           ├── feature_request.md         ❌ MISSING
│           └── config.yml                 ❌ MISSING
├── airun/
│   ├── __init__.py                        ✅ COMPLETE
│   ├── __main__.py                        ❌ MISSING
│   ├── cli.py                             ✅ COMPLETE (needs imports fix)
│   ├── core/
│   │   ├── __init__.py                    ❌ MISSING
│   │   ├── detector.py                    ✅ COMPLETE
│   │   ├── runners.py                     ✅ COMPLETE
│   │   ├── config.py                      ✅ COMPLETE
│   │   ├── llm_router.py                  ❌ MISSING
│   │   └── ai_fixer.py                    ❌ MISSING
│   ├── providers/
│   │   ├── __init__.py                    ❌ MISSING
│   │   ├── base.py                        ❌ MISSING
│   │   ├── ollama.py                      ❌ MISSING
│   │   ├── openai.py                      ❌ MISSING
│   │   └── claude.py                      ❌ MISSING
│   ├── utils/
│   │   ├── __init__.py                    ❌ MISSING
│   │   ├── file_ops.py                    ❌ MISSING
│   │   ├── logging.py                     ❌ MISSING
│   │   ├── validation.py                  ❌ MISSING
│   │   ├── analyzer.py                    ❌ MISSING
│   │   ├── batch_executor.py              ❌ MISSING
│   │   ├── log_viewer.py                  ❌ MISSING
│   │   ├── cleaner.py                     ❌ MISSING
│   │   └── examples.py                    ❌ MISSING
│   ├── templates/
│   │   ├── prompts/
│   │   │   ├── python.txt                 ❌ MISSING
│   │   │   ├── shell.txt                  ❌ MISSING
│   │   │   ├── nodejs.txt                 ❌ MISSING
│   │   │   └── php.txt                    ❌ MISSING
│   │   └── config/
│   │       └── default.yaml               ❌ MISSING
│   └── web/                               ❌ OPTIONAL (future enhancement)
│       ├── __init__.py
│       ├── app.py
│       └── templates/
├── tests/
│   ├── __init__.py                        ❌ MISSING
│   ├── conftest.py                        ❌ MISSING
│   ├── test_detector.py                   ✅ COMPLETE
│   ├── test_runners.py                    ✅ COMPLETE
│   ├── test_config.py                     ✅ COMPLETE
│   ├── test_cli.py                        ✅ COMPLETE (needs imports fix)
│   ├── test_llm_router.py                 ❌ MISSING
│   ├── fixtures/
│   │   ├── scripts/
│   │   │   ├── test.py                    ❌ GENERATED (by Makefile)
│   │   │   ├── test.sh                    ❌ GENERATED (by Makefile)
│   │   │   ├── test.js                    ❌ GENERATED (by Makefile)
│   │   │   ├── test.php                   ❌ GENERATED (by Makefile)
│   │   │   ├── broken_python.py           ❌ GENERATED (by Makefile)
│   │   │   ├── broken_shell.sh            ❌ GENERATED (by Makefile)
│   │   │   ├── broken_node.js             ❌ GENERATED (by Makefile)
│   │   │   └── broken_php.php             ❌ GENERATED (by Makefile)
│   │   └── configs/
│   │       └── test_config.yaml           ❌ MISSING
│   └── integration/
│       ├── __init__.py                    ❌ MISSING
│       ├── test_end_to_end.py             ❌ MISSING
│       └── test_ollama_integration.py     ❌ MISSING
├── docs/
│   ├── index.md                           ❌ MISSING
│   ├── installation.md                    ❌ MISSING
│   ├── configuration.md                   ❌ MISSING
│   ├── usage.md                           ❌ MISSING
│   ├── api/
│   │   ├── core.md                        ❌ MISSING
│   │   └── providers.md                   ❌ MISSING
│   ├── examples/
│   │   ├── basic_usage.md                 ❌ MISSING
│   │   └── advanced_config.md             ❌ MISSING
│   └── mkdocs.yml                         ❌ MISSING
├── scripts/
│   ├── install.sh                         ❌ MISSING
│   ├── setup_ollama.sh                    ❌ MISSING
│   ├── setup_dev.sh                       ❌ MISSING
│   ├── release.sh                         ❌ MISSING
│   ├── benchmark.py                       ❌ MISSING
│   ├── profile_runner.py                  ❌ MISSING
│   ├── stress_test.py                     ❌ MISSING
│   ├── memory_test.py                     ❌ MISSING
│   └── seed_data.py                       ❌ MISSING
├── examples/
│   ├── config_examples/
│   │   ├── minimal.yaml                   ❌ MISSING
│   │   ├── full_featured.yaml             ❌ MISSING
│   │   └── team_config.yaml               ❌ MISSING
│   ├── broken_scripts/
│   │   ├── syntax_error.py                ❌ MISSING
│   │   ├── missing_deps.js                ❌ MISSING
│   │   └── permission_error.sh            ❌ MISSING
│   └── demo/
│       ├── run_demo.py                    ❌ MISSING
│       └── showcase.sh                    ❌ MISSING
├── monitoring/                            ❌ OPTIONAL
│   ├── prometheus.yml
│   └── grafana/
│       ├── dashboards/
│       └── datasources/
├── nginx/                                 ❌ OPTIONAL
│   ├── nginx.conf
│   └── ssl/
└── babel.cfg                              ❌ OPTIONAL (i18n)

🔧 Files That Need to be Created/Fixed

🚨 CRITICAL (Required for basic functionality)

Missing Core Modules:

airun/core/__init__.py
airun/core/llm_router.py - LLM provider routing logic
airun/core/ai_fixer.py - AI error fixing implementation
airun/providers/ - Complete LLM provider implementations
airun/utils/ - All utility modules
airun/__main__.py - Entry point for python -m airun

Missing Configuration Files:

.gitignore - Git ignore patterns
.pre-commit-config.yaml - Pre-commit hooks
LICENSE - MIT License file
airun/templates/config/default.yaml - Default configuration

Missing Test Infrastructure:

tests/__init__.py and tests/conftest.py
tests/test_llm_router.py - LLM router tests
tests/fixtures/configs/test_config.yaml - Test configuration

⚠️ IMPORTANT (Required for full functionality)

CLI Import Fixes:

Fix imports in airun/cli.py - Missing imports for new modules
Fix imports in tests/test_cli.py - Test import issues

Installation Scripts:

scripts/install.sh - Production installation script
scripts/setup_ollama.sh - Ollama setup automation
scripts/setup_dev.sh - Development environment setup

Documentation:

docs/mkdocs.yml - MkDocs configuration
CHANGELOG.md - Version history
CODE_OF_CONDUCT.md - Community guidelines

📝 NICE TO HAVE (Enhancement features)

GitHub Templates:

.github/ISSUE_TEMPLATE/ - Issue templates
.github/workflows/release.yml - Release automation

Examples and Demos:

examples/ - Example configurations and scripts
scripts/benchmark.py - Performance benchmarking

Advanced Features:

airun/web/ - Web interface (future)
monitoring/ - Monitoring configurations (optional)

🛠️ Files That Need Fixes

`airun/cli.py` Import Issues:

# Missing imports that need to be added:
from .core.llm_router import LLMRouter
from .core.ai_fixer import AIFixer
from .utils.logging import setup_logging, get_logger
from .utils.validation import validate_script_path, validate_llm_provider
from .utils.analyzer import ScriptAnalyzer
from .utils.batch_executor import BatchExecutor
from .utils.log_viewer import LogViewer
from .utils.cleaner import DataCleaner
from .utils.examples import ExampleGenerator

`tests/test_cli.py` Import Issues:

# Missing imports that need to be added:
from airun2.utils.analyzer import ScriptAnalyzer
from airun2.utils.batch_executor import BatchExecutor

⚡ Priority Order for Creation

Phase 1: Core Functionality (MUST HAVE)

Create all __init__.py files
Implement airun/core/llm_router.py
Implement airun/core/ai_fixer.py
Implement airun/providers/ modules
Create .gitignore and basic config files
Fix CLI imports

Phase 2: Essential Utils (SHOULD HAVE)

Implement airun/utils/ modules
Create test infrastructure files
Create installation scripts
Create basic documentation

Phase 3: Polish & Enhancement (NICE TO HAVE)

Create examples and demos
Add GitHub templates
Create monitoring and advanced features

🚀 Quick Start Commands

# After creating missing files, run:
make dev-setup          # Will generate test fixtures
poetry install          # Will create poetry.lock
make create-test-scripts # Will create test script fixtures
make doctor             # Will validate setup

This structure provides a clear roadmap for completing the AIRun project with all necessary components.

This site is open source. Improve this page.

airun

AIRun 🚀

✨ Features

🚀 Quick Start

Installation

Option 1: Using pip (when published)

Option 2: From source

Option 3: One-line installer

Setup Ollama (for local AI)

Initialize Configuration

📖 Usage Examples

Basic Script Execution

AI-Enhanced Error Fixing

Analysis and Debugging

Batch Operations

Configuration Management

📋 Real-World Examples

Example 1: Python Script with Syntax Error

Example 2: Shell Script with Permission Issues

Example 3: Node.js with Missing Dependencies

⚙️ Configuration

Global Configuration

Project-Specific Configuration

Environment Variables

🔧 Advanced Usage

Custom Model Configuration

Integration with CI/CD

IDE Integration

🛠️ Development

Setup Development Environment

Running Tests

Contributing

📊 Comparison with Other Tools

🚨 Safety Features

🤖 Supported LLM Providers

Ollama (Local)

OpenAI

Anthropic (Claude)

📚 Documentation

🆘 Troubleshooting

Common Issues

Getting Help

📜 License

🙏 Acknowledgments

⭐ Star History

AIRun Project Tree Structure

📁 Current Project Structure (as tree command output)

🔧 Files That Need to be Created/Fixed

🚨 CRITICAL (Required for basic functionality)

Missing Core Modules:

Missing Configuration Files:

Missing Test Infrastructure:

⚠️ IMPORTANT (Required for full functionality)

CLI Import Fixes:

Installation Scripts:

Documentation:

📝 NICE TO HAVE (Enhancement features)

GitHub Templates:

Examples and Demos:

Advanced Features:

🛠️ Files That Need Fixes

airun/cli.py Import Issues:

tests/test_cli.py Import Issues:

⚡ Priority Order for Creation

Phase 1: Core Functionality (MUST HAVE)

Phase 2: Essential Utils (SHOULD HAVE)

Phase 3: Polish & Enhancement (NICE TO HAVE)

🚀 Quick Start Commands

📁 Current Project Structure (as `tree` command output)

`airun/cli.py` Import Issues:

`tests/test_cli.py` Import Issues: