Computer

# System details
OS: Debian GNU/Linux 12 (bookworm)
Kernel: 6.1.134 x86_64
Architecture: x86_64
Working Directory: /home/pointer

const development = await agentbase.runAgent({
  message: `Create a Python web scraper project:
  1. Create project structure (src/, tests/, requirements.txt)
  2. Install beautifulsoup4 and requests
  3. Create scraper.py with basic scraping logic
  4. Create tests for the scraper
  5. Run the tests to verify everything works`
});

const analysis = await agentbase.runAgent({
  message: `Analyze sales data:
  1. Install pandas and matplotlib
  2. Read sales.csv
  3. Calculate monthly totals and trends
  4. Create visualization charts
  5. Generate a summary report as PDF`
});

const sysadmin = await agentbase.runAgent({
  message: `System maintenance tasks:
  1. Check disk usage and identify large files
  2. Clean up temporary files older than 7 days
  3. Check for available system updates
  4. Generate a system health report`
});

const cicd = await agentbase.runAgent({
  message: `Run CI/CD pipeline:
  1. Clone the repository
  2. Install dependencies
  3. Run linting and code quality checks
  4. Execute test suite
  5. Build the application
  6. Generate coverage report`
});

const scraping = await agentbase.runAgent({
  message: `Scrape product data:
  1. Install selenium and beautifulsoup4
  2. Navigate to product listing pages
  3. Extract product names, prices, and reviews
  4. Save data to products.json
  5. Create a CSV summary`
});

const ml = await agentbase.runAgent({
  message: `Build ML model:
  1. Install scikit-learn and tensorflow
  2. Load and preprocess training data
  3. Train a classification model
  4. Evaluate model performance
  5. Save the trained model
  6. Create prediction script`
});

// Explicit error handling in instructions
const result = await agentbase.runAgent({
  message: `Run the test suite. If tests fail, show the error details
  and suggest fixes. If they pass, show the coverage report.`
});

// Check resources before heavy operations
const check = await agentbase.runAgent({
  message: "Check available disk space and memory before processing large files"
});

// Clean up after operations
const cleanup = await agentbase.runAgent({
  message: "Remove temporary files and cached data after processing",
  session: check.session
});

// Good: Use environment variables or secure parameters
const secure = await agentbase.runAgent({
  message: "Connect to database using environment variable DATABASE_URL",
  system: `Environment: DATABASE_URL=${process.env.DATABASE_URL}`
});

// Avoid: Hardcoding secrets
const insecure = await agentbase.runAgent({
  message: "Create config.json with password: secret123"
});

// Each session has its own computer environment
const session1 = await agentbase.runAgent({
  message: "Install package and run script"
});

const session2 = await agentbase.runAgent({
  message: "Install different package and run different script"
});

// Completely isolated computer environments

const combined = await agentbase.runAgent({
  message: "Create files, organize them into directories, and run a script on them"
});

const webAutomation = await agentbase.runAgent({
  message: "Install selenium, write a script to scrape data, and run it"
});

const integration = await agentbase.runAgent({
  message: "Use bash to download data, then use custom tool to process it"
});

// Efficient: Parallel installation
const efficient = await agentbase.runAgent({
  message: "Install multiple packages in parallel using & and wait"
});

// Efficient: Reuse session
const step1 = await agentbase.runAgent({
  message: "Install dependencies"
});

const step2 = await agentbase.runAgent({
  message: "Run analysis",
  session: step1.session  // Dependencies already installed
});

// Check current directory
const pwd = await agentbase.runAgent({
  message: "Show current working directory with pwd"
});

// Navigate directories
const navigate = await agentbase.runAgent({
  message: "Create projects folder, navigate to it, and create files there"
});

const env = await agentbase.runAgent({
  message: "Set environment variable API_KEY=xyz and use it in a script"
});

const background = await agentbase.runAgent({
  message: "Start a development server in the background and show logs"
});

// Not recommended (cron not persistent)
// Instead, use Agentbase scheduling:
const scheduled = await agentbase.runAgent({
  message: "Run this analysis task",
  schedules: [{
    schedule: "0 0 * * *",  // Daily at midnight
    message: "Run daily analysis"
  }]
});