Toolkit

Auto Form Fill

Reads the visible form inputs on the current page, combines them with saved personal context and persistent variables, and fills likely answers back into the page.

What It Does

Auto Form Fill turns a visible page form into a structured fill plan so repetitive applications and profile forms can be completed with less manual entry.

How It Works

  • Extracts visible inputs from the page, optionally including iframe content.
  • Can run in empty-fields-only mode so already completed values are left alone.
  • Filters out noisy controls such as LinkedIn resume UI fragments and phone-code selectors.
  • Uses deterministic fills first for fields that map cleanly from saved data.
  • Sends the remaining candidate fields plus compact personal context to the LLM.
  • Converts the returned suggestions into executable page actions and applies them through the workflow bridge.

Best For

  • Long job applications
  • Repetitive profile forms
  • Multi-step workflows where labels change slightly between sites

Behavior Notes

  • It depends on saved personal context and persistent variables being present.
  • It is strongest when page labels are reasonably descriptive.
  • Iframe access may fall back to the top frame only if permissions are blocked.