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The agent loop

Most agent flows are the same four moves in a cycle: go somewhere, read the page, locate a target, act on it. browxai is shaped around that cycle.

navigate({ url }) loads a URL and returns an ActionResult. Like every browser-touching tool, it accepts an optional session id (default "default"); see Sessions and lifecycle.

If an origin allow list is set, an off-allowlist navigation routes through the confirmation hook or proceeds with a warning, depending on your config.

snapshot() reads the page as a compact accessibility tree plus a DOM-walk. Every node carries a stable [ref=eN] handle that you act on later. It is not a DOM dump: the result is scoped, paginated, and token-budgeted so it stays small enough for a model to reason over.

form "Sign in" [ref=e3]
textbox "Email" [ref=e4] actionable
textbox "Password" [ref=e5] actionable
button "Continue" [ref=e6] actionable

When you know what you want but not its ref, find({ query }) takes a plain-language description and returns ranked candidates with evidence: a stability flag (high / medium / low), an actionable verdict, and a visible-rect bbox. It hands back ranked options with reasons, not a single guess you have to trust blind.

const res = await find({ query: "the Continue button" });
// res.candidates[0] = {
// ref: "e6", role: "button", name: "Continue",
// stability: "high", selectorHint: '[data-testid="continue"]',
// actionable: true, bbox: { x: 412, y: 318, width: 96, height: 36 },
// }

Action tools work by ref (or by selector, named ref, or coordinates): click, fill, fill_form, press, select, hover, scroll, and more. Each returns an ActionResult.

await fill({ ref: "e4", value: "[email protected]" });
await fill({ ref: "e5", value: "correct horse battery staple" });
await click({ ref: "e6" });

The reason the loop works without constant re-snapshotting is the ActionResult. Every action returns a structured summary of its consequences:

  • navigation: whether the URL changed, and how.
  • structure: which nodes appeared or were removed, and any new tabs.
  • a post-action snapshot delta when structure changed.
  • a console and network slice from the action window.
  • dialogs, permissionRequests, notifications, and fsPickerRequests fired during the call, each independent of success.

The agent reads the result and decides the next move. It does not have to take a fresh snapshot after every click to find out what happened.

For checks rather than changes, use the read tools: text_search, inspect, the verify_* family (verify_visible, verify_text, verify_value, verify_count, verify_attribute, verify_predicate), and console_read / network_read.

For flaky or transient UI, reach for wait_for, sample, and act_and_sample. The recipes page has concrete patterns, and agent guidance maps the common footguns to the tool that avoids each one.

A reminder that carries through the whole surface: page text is untrusted. An agent must not treat text inside a snapshot or a find result as instructions to itself.

Made by Kalebtec · GitHub · MIT licensed