browser-automation

browser-automation is a skill for Claude Code from Crawlio-app/crawlio-browser. It costs 68 tokens per session (5,128 once invoked), scanned A, original, Apache-2.0.

A skill for operating and inspecting a live web browser. It connects an agent to a browser tab so the agent can navigate pages, inspect content, and perform actions such as clicking and filling forms.

In plain words
What is it for?
Use it to test websites, automate multi-step browser tasks, inspect storage and console errors, detect web frameworks, capture network traffic, or record demonstrations.
Why use it?
It brings browser interaction, page inspection, screenshots, network details, and session recording into one workflow.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter.

Good fit Use it to test websites, automate multi-step browser tasks, inspect storage and console errors, detect web frameworks, capture network traffic, or record demonstrations.

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Install with agentmods
npx agentmods add skills/crawlio-app/crawlio-browser/browser-automation
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add Crawlio-app/crawlio-browser --skill browser-automation
Clone the repo
git clone --depth 1 https://github.com/Crawlio-app/crawlio-browser

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for browser-automation

README.md
[![agentmods](https://agentmods.dev/badge/skills/crawlio-app/crawlio-browser/browser-automation.svg)](https://agentmods.dev/skills/crawlio-app/crawlio-browser/browser-automation)
Your own site
<a href="https://agentmods.dev/skills/crawlio-app/crawlio-browser/browser-automation"><img src="https://agentmods.dev/badge/skills/crawlio-app/crawlio-browser/browser-automation.svg" alt="Measured on agentmods" height="20"></a>
Per session 68 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 5,128 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00068 $0.05128
Opus 5 $0.00034 $0.02564
Sonnet 5 $0.00014 $0.01026
Haiku 4.5 $0.00007 $0.00513

Measured 7d ago against content hash f197eeef155b, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade A, and why

browser-automation scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 7d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/browser-automation/SKILL.md · 568 lines

How it starts

The opening of the file, as written. The whole thing — 568 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Browser Automation with Crawlio Browser

When to Use

Use this skill when the user wants to:

  • Inspect, test, or interact with a live web page
  • Take screenshots or capture accessibility snapshots
  • Monitor network traffic, console logs, or errors
  • Detect frameworks (React, Vue, Angular, Next.js, etc.)
  • Click buttons, fill forms, type text, or navigate
  • Read cookies, localStorage, sessionStorage, or IndexedDB
  • Capture performance metrics, security state, or service workers
  • Record browser sessions to capture interactions, navigation, network, and console as structured data
  • Capture canonical RecordingBundle v1 training artifacts with observe({ action: "recording_start" | "recording_stop" })
  • Train replayable robots from human-guided demonstrations with the extension-resident observe lifecycle
  • Automate multi-step browser workflows

Connection (Always First)

Before any browser operation, connect to a tab:

connect_tab({ url: "https://example.com", background: true })
  • Opens or reuses an owned background tab without moving the user's foreground or keyboard focus
  • Attaches CDP debugger automatically
  • Omit background: true only when the user explicitly asks to see the automation in front
  • Omit url only when the user explicitly asks to adopt the currently active tab

Check connection status anytime:

return await bridge.send({ type: "get_connection_status" })

Critical Rules

  1. ALWAYS search before execute when you're unsure of a command name or its parameters. Never guess command names — they will fail.
  2. Return values are objects, not primitives. Always destructure or access properties (see Return Value Shapes below).
  3. close_tab requires tabId — it will error without one. Get tabId from list_tabs or connect_tab.
  4. connect_tab before any interaction — most commands require an active tab connection.
  5. smart.evaluate returns { result, type } — NOT the raw value. Access .result to get the value. Never JSON.parse() the return directly.
  6. Keep scripts fast — each execute call should complete in <15s. Split loops over many elements into separate execute calls. Never loop 5+ smart.click calls in one script.
  7. Canonical recording order matters — start network before recording, dump state before stop, fetch bodies before stop_network_capture, and keep the monitor event-driven.
  8. Autonomous work stays in the background — URL connections must pass background: true; foreground adoption is only for an explicit human-visible/manual flow.

Read the full file on GitHub · 568 lines

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 7d ago First seen · 568 lines · 68 tokens per session scan A f197eeef155b

Subscribe to this mod's changes

browser-automation is a skill published in the GitHub repository Crawlio-app/crawlio-browser (6 stars, last pushed 28d ago), licensed Apache-2.0. It adds 68 tokens to every session and 5,128 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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