automating-the-browser

SkillWeb & browsing

Use when extracting a page needs scripted interaction first — click, type, press a key, scroll, wait, screenshot, or run JS before capturing the DOM. Covers `crawlberg interact URL --actions` with the real action schema, result shape, limits, and external-CDP options.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the automating-the-browser skill

What this skill tells your AI

The instructions your AI receives, as published by xberg-io/crawlberg in plugin/skills/automating-the-browser/SKILL.md and read by ahel’s review.

Automating the browser

crawlberg interact <url> --actions '[...]' drives a real headless browser through an ordered list of actions, then captures the resulting page. Reach for it when a static scrape is not enough: the content lives behind a "Load more" button, an infinite scroll, a form submission, or JS that only runs on interaction.

Quick recipe

crawlberg interact https://example.com \
  --actions '[{"type":"click","selector":"#load-more"},
              {"type":"wait","milliseconds":500},
              {"type":"scrape"}]'

Actions run in order. The result wraps the final page state under interaction (see Output below).

Flag surface

FlagDefaultPurpose
--actionsRequired. JSON array of action objects (see below).
--formatjsonjson (full result) or markdown (final HTML only).
--timeout30000Per-request timeout in ms.
--browser-modeautoauto, always, never. Interaction needs a browser.
--browser-endpointExternal CDP ws:// or wss:// URL.
--configInline JSON or @file.json for the full CrawlConfig.

There is no --respect-robots-txt flag on interact; it targets the one URL you point it at.

Action schema

Each action is a JSON object tagged by type (camelCase). Unknown fields are rejected, so match the shapes exactly:

typeFieldsNotes
clickselectorClick the element matching the CSS selector.
typeselector, textType text into the input matching selector.
presskeyPress a key, e.g. "Enter", "Tab", "Escape".
scrolldirection ("up"/"down"), selector?, amount?Scroll the page, or a scrollable element if selector is set.
waitmilliseconds?, selector?Wait a fixed time, or until selector appears (selector wins).
screenshotfullPage?Capture the viewport, or the full scrollable page if true.
executeJsscriptRun arbitrary JS in the page context. Trusted scripts only.
scrapeCapture the current page HTML into the result.

There is no select action and no wait_for_selector action: to wait for an element, use wait with a selector field. Scroll direction is up or down only.

Limits (enforced — exceeding them errors)

  • Max 100 actions per call.
  • Single wait: max 300000 ms; total wait across all wait actions: max 300 s.
  • selector max 4096 bytes; text and executeJs script max 1 MB each.
  • scroll amount max 100000 px (absolute).

Output

JSON mode (default)

The result is wrapped under an interaction key. It carries the final page HTML (interaction.final_html) and a per-action record under interaction.action_results[...] — including screenshot data and executeJs return values where applicable.

crawlberg interact https://example.com \
  --actions '[{"type":"type","selector":"#q","text":"rust"},
              {"type":"press","key":"Enter"},
              {"type":"wait","selector":".results"},
              {"type":"scrape"}]' \
  --format json | jq '.interaction.final_html | length'

Markdown mode

Prints interaction.final_html directly — the raw final DOM, not converted Markdown. Use JSON mode and feed final_html to a scrape step when you need clean Markdown.

Patterns

Expand lazy content, then capture

crawlberg interact https://example.com/feed \
  --actions '[{"type":"scroll","direction":"down"},
              {"type":"wait","milliseconds":800},
              {"type":"scroll","direction":"down"},
              {"type":"wait","milliseconds":800},
              {"type":"scrape"}]'

Capture a full-page screenshot after login

crawlberg interact https://app.example.com \
  --actions '[{"type":"type","selector":"#email","text":"me@example.com"},
              {"type":"type","selector":"#password","text":"..."},
              {"type":"click","selector":"button[type=submit]"},
              {"type":"wait","selector":".dashboard"},
              {"type":"screenshot","fullPage":true}]'

Never hardcode credentials — pass them from the environment or a secrets store.

Point at an external Chrome

crawlberg interact https://example.com \
  --browser-endpoint ws://browser.internal:9222/devtools/browser/<id> \
  --actions '[{"type":"click","selector":"#go"},{"type":"scrape"}]'

See the headless-fallback skill for CDP endpoints, wait strategies, and persistent browser profiles set via --config.

When to reach for scrape or crawl instead

If the page yields its content on a plain fetch (or via --browser-mode always) with no clicking or typing, use crawlberg scrape — see scraping-html-to-markdown. Use interact only when ordered actions must run before the content exists.

Signals

GitHub stars
171
Forks
25
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
automating-the-browser
Source
github.com/xberg-io/crawlberg