What makes Browser Automation notable?

1.1K downloads. Trust evidence available

How should Browser Automation be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this agent.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

agentCLAWHUBUnverified

Browser Automation

Automate any web browser task with OpenClaw's built-in Playwright browser control. Use when: (1) scraping dynamic pages, (2) filling forms and submitting, (3... Skill: Browser Automation Owner: fuzzyb33s Summary: Automate any web browser task with OpenClaw's built-in Playwright browser control. Use when: (1) scraping dynamic pages, (2) filling forms and submitting, (3... Tags: latest:1.0.0 Version history: v1.0.0 | 2026-04-24T21:52:21.656Z | auto Initial release providing robust browser automation capabilities: - Automate web browser tasks such as page navigation, clicking,

OpenClaw

View on ClawHub Homepage

Rank

Safety

Downloads

1.1k

Updated

Oct 11, 2026

Version

1.0.0

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 1.1K downloads reported by the source. Last updated 10/11/2026.

Avoid when

Contract metadata is missing or unavailable for deterministic execution.

Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing

Public facts

Every fact links back to the source it came from.

Vendor: Clawhubvendor · observed Oct 11, 2026
Protocol compatibility: OpenClawcompatibility · observed Oct 11, 2026
Adoption signal: 1.1K downloadsadoption · observed Oct 11, 2026
Latest release: 1.0.0release · observed Apr 24, 2026
Handshake status: UNKNOWNsecurity

Install and run

Setup complexity: low.

clawhub skill install s171y86qx1dr1xnbf5etrq3ke984dt9a:fuzzy-browser-automation

Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/clawhub-fuzzyb33s-fuzzy-browser-automation/snapshot"

Documentation

CLAWHUB

13,137 characters of source documentation, loaded on request.

Extracted files

3 files captured from the source.

skill.md

---
name: browser-automation
description: "Automate any web browser task with OpenClaw's built-in Playwright browser control. Use when: (1) scraping dynamic pages, (2) filling forms and submitting, (3) taking screenshots or PDFs, (4) clicking through multi-step flows, (5) monitoring changing web content, (6) automating logins. Triggers on phrases like browse this, scrape, automate web, fill form, take screenshot, click this button, browser control, open webpage."
---

# Browser Automation

Control a Chromium browser directly from OpenClaw — navigate, click, type, snapshot, screenshot, extract data. Works with both the sandboxed OpenClaw-managed browser and your logged-in user browser (with profile="user").

## Browser Selection

| Target | When to Use |
|--------|-------------|
| `sandbox` (default) | OpenClaw's clean browser — no cookies, no login state |
| `host` | Browser running on the host machine |
| `node` | Browser on a paired remote node |

| Profile | When to Use |
|---------|-------------|
| (omit) | Clean OpenClaw-managed browser |
| `profile="user"` | Your own browser with active logins (requires you present) |

## Core Actions

### `snapshot` — Inspect the Page

```json
browser(action="snapshot", target="sandbox")
```

Returns the full page DOM as a structured tree. Use refs="aria" for screen-reader-friendly selectors, refs="role" (default) for role+name based refs.

```json
browser(
  action="snapshot",
  target="sandbox",
  refs="aria"
)
```

### `screenshot` — Capture the Page

```json
browser(action="screenshot", target="sandbox")
```

For full-page screenshots:
```json
browser(
  action="screenshot",
  target="sandbox",
  fullPage=true
)
```

### `navigate` — Open a URL

```json
browser(action="navigate", target="sandbox", url="https://news.ycombinator.com")
```

### `act` — Interact with Elements

The `act` action is the workhorse. It combines `ref` (what to target) + `kind` (action type) + `request` (action details).

**Click:**
```json
browser(
  action="act",
  target="sandbox",
  ref="aria:Submit",
  request={"kind": "click"}
)
```

**Type:**
```json
browser(
  action="act",
  target="sandbox",
  ref="id:search-box",
  request={"kind": "type", "text": "openclaw browser automation"}
)
```

**Press a key:**
```json
browser(
  action="act",
  target="sandbox",
  ref="id:search-box",
  request={"kind": "press", "key": "Enter"}
)
```

**Hover:**
```json
browser(
  action="act",
  target="sandbox",
  ref="css:.dropdown-menu",
  request={"kind": "hover"}
)
```

**Select from dropdown:**
```json
browser(
  action="act",
  target="sandbox",
  ref="id:country-select",
  request={"kind": "select", "values": ["South Africa"]}
)
```

**Wait for element:**
```json
browser(
  action="act",
  target="sandbox",
  ref="aria:Loading",
  request={"kind": "wait", "timeMs": 5000}
)
```

## Locator Reference (ref types)

| Prefix | Example | Best For |
|--------|---------|----------|
| `aria:` | `aria:Submit` | Accessible labels, buttons with te

_meta.json

{
  "ownerId": "kn78v9vcsgcmj5bahnfp6qevy980y405",
  "slug": "fuzzy-browser-automation",
  "version": "1.0.0",
  "publishedAt": 1777067541656
}

skill-card.md

## Description:

Automate browser tasks with OpenClaw's Playwright browser control for navigation, interaction, screenshots, PDFs, data extraction, form workflows, monitoring, downloads, and attended login automation.

This skill is ready for commercial/non-commercial use.

## Publisher:

[fuzzyb33s](https://clawhub.ai/user/fuzzyb33s)

### License/Terms of Use:

MIT-0

## Use Case:

Developers and agents use this skill to control a Chromium browser for dynamic scraping, form filling, screenshots, PDF generation, multi-step web flows, content monitoring, downloads, and attended login workflows.

### Deployment Geography for Use:

Global

## Known Risks and Mitigations:

Risk: The skill can automate actions in a real logged-in browser session, including account-changing clicks and credential entry.

Mitigation: Use the sandbox browser for routine automation and allow host or user-profile browser access only for attended, explicitly approved tasks.

Risk: Arbitrary page JavaScript evaluation can expose page data or perform unintended actions in the browser context.

Mitigation: Review each evaluate function before execution and restrict it to narrow read-only extraction unless a trusted operator approves otherwise.

Risk: Form submission and login flows can affect external accounts or services.

Mitigation: Require human presence and explicit confirmation before login automation, credential entry, purchases, submissions, or other state-changing actions.

## Reference(s):

- [Source artifact: skill.md](artifact/skill.md)
- [ClawHub skill page](https://clawhub.ai/fuzzyb33s/skills/fuzzy-browser-automation)

## Skill Output:

**Output Type(s):** [Text, Markdown, Code, Shell commands, Configuration, Guidance]

**Output Format:** [Markdown guidance with JSON-style browser tool examples]

**Output Parameters:** [1D]

**Other Properties Related to Output:** [May produce browser action sequences, locator guidance, screenshots, PDFs, extracted page data, and troubleshooting recommendations.]

## Skill Version(s):

1.0.0 (source: release metadata)

## Ethical Considerations:

Users should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.

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