> ## Documentation Index
> Fetch the complete documentation index at: https://agent.palank.co.kr/llms.txt
> Use this file to discover all available pages before exploring further.

# Automation

> Automate repetitive web tasks with AI assistance

## Overview

PalanK helps you automate repetitive browser tasks without writing code. Describe what you want to accomplish, and the AI handles the implementation.

## Common Automation Scenarios

### Data Collection

```text theme={null}
"Go through each product on this page and collect the name, price, and rating"

"Scrape all job listings from this search result"

"Extract all email addresses from this contact page"
```

### Form Filling

```text theme={null}
"Fill out this registration form:
- Name: John Doe
- Email: john@example.com
- Company: Acme Inc"

"Auto-fill shipping address with my saved information"
```

### Monitoring

```text theme={null}
"Check if this product is back in stock"

"Look for any price changes on this item"

"Tell me when the status changes from 'Pending' to 'Approved'"
```

### Batch Operations

```text theme={null}
"Download all images from this gallery"

"Like all posts from this user"

"Mark all unread emails as read"
```

## Workflow Examples

### E-commerce Price Comparison

<Steps>
  <Step title="Define Products">
    "I want to compare prices for 'Sony WH-1000XM5 headphones'"
  </Step>

  <Step title="Check Multiple Sites">
    "Check Amazon, Best Buy, and Walmart for this product"
  </Step>

  <Step title="Collect Results">
    "Give me a summary of prices from each site"
  </Step>
</Steps>

### Social Media Management

<Steps>
  <Step title="Navigate">
    "Go to my Twitter profile"
  </Step>

  <Step title="Analyze">
    "Show me my recent posts with the most engagement"
  </Step>

  <Step title="Act">
    "Reply to the top comment with a thank you message"
  </Step>
</Steps>

### Research Automation

<Steps>
  <Step title="Search">
    "Search Google Scholar for 'machine learning healthcare'"
  </Step>

  <Step title="Filter">
    "Filter results from the last 2 years"
  </Step>

  <Step title="Extract">
    "List the titles and authors of the first 10 results"
  </Step>
</Steps>

## Best Practices

<AccordionGroup>
  <Accordion icon="clock" title="Handle Timing">
    Web pages load at different speeds. Include "wait for page to load" when navigating between pages.
  </Accordion>

  <Accordion icon="shield-check" title="Respect Limits">
    Don't automate actions that violate website terms of service. Be mindful of rate limits.
  </Accordion>

  <Accordion icon="arrows-split-up-and-left" title="Break Down Tasks">
    For complex workflows, describe one step at a time rather than everything at once.
  </Accordion>

  <Accordion icon="bug" title="Verify Results">
    Ask the AI to confirm actions were successful: "Did the form submit correctly?"
  </Accordion>
</AccordionGroup>

## Limitations

<Warning>
  **Rate Limiting**: Rapid automated actions may trigger website security measures.

  **Dynamic Content**: Some sites load content dynamically, requiring wait commands.

  **Authentication**: The AI cannot bypass login requirements or CAPTCHAs.
</Warning>

## Privacy Considerations

<Info>
  All automation runs locally on your machine. PalanK does not store or transmit your browsing data to external servers. Only your commands are sent to Claude AI for interpretation.
</Info>