What makes Babata Browser notable?

1K downloads. Trust evidence available

How should Babata Browser 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

Babata Browser

Babata Browser v3.1 — Lightweight browser automation with CloakBrowser anti-detection (C++-level stealth Chromium). Scan-first, act-second. Playwright fallba... Skill: Babata Browser Owner: meta-evo-creator Summary: Babata Browser v3.1 — Lightweight browser automation with CloakBrowser anti-detection (C++-level stealth Chromium). Scan-first, act-second. Playwright fallba... Tags: anti-detection:3.1.0, browser:3.1.0, browser-automation:2.0.0, chinese:2.0.0, latest:3.1.0, playwright:3.1.0, scraping:2.0.0 Version history: v3.1.0 | 2026-05-17T03:27:41.551Z | user v3.1.0: CloakBr

OpenClaw

View on ClawHub Homepage

Rank

Safety

Downloads

1.0k

Updated

Oct 11, 2026

Version

3.1.0

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 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: 1K downloadsadoption · observed Oct 11, 2026
Latest release: 3.1.0release · observed May 17, 2026
Handshake status: UNKNOWNsecurity

Install and run

Setup complexity: medium.

clawhub skill install s178d1h38evdy216hm4xzkw55s867x8s:babata-browser

Python environment detected. Create a strict virtual environment (`python -m venv .venv`) before installing dependencies to prevent system-level package conflicts.
Setup complexity is classified as HIGH. You must provision dedicated cloud infrastructure or an isolated VM. Do not run this directly on your local workstation.
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-meta-evo-creator-babata-browser/snapshot"

Run-check

$0.02 USD

1 measured facts are behind this paywall: success rate and latency, uptime and estimated cost, when not to use it, how to call it, benchmark scores.

Agents pay $0.02 in USDC. A card payment is $0.50, the smallest a card allows.

Documentation

CLAWHUB

41,115 characters of source documentation, loaded on request.

Extracted files

5 files captured from the source.

SKILL.md

---
name: babata-browser
version: 3.1.0
description: |
  Babata Browser v3.1 — Lightweight browser automation with CloakBrowser anti-detection (C++-level stealth Chromium). Scan-first, act-second. Playwright fallback.
  Use when: JS-rendered pages, gov sites, form filling, screenshot evidence, interactive web.
  NOT for: static pages (use web_fetch), API queries (use CLI), text search (use web_search).
metadata:
  openclaw:
    emoji: 🦞
    requires:
      bins: [python]
      env: []
---

# Babata Browser 🦞 v3.1

> Lightweight browser automation with **CloakBrowser anti-detection** (C++-level stealth Chromium). Playwright fallback.
> reCAPTCHA v3: 0.9 | Cloudflare Turnstile: PASS | 30/30 bot tests

---

## Backend (v3.1)

| Backend | reCAPTCHA v3 | Cloudflare | gov sites | Default |
|:--------|:-----------:|:----------:|:---------:|:-------:|
| **CloakBrowser** | 0.9 | ✅ PASS | ✅ Strong | ✅ auto |
| Playwright | 0.1 | ❌ FAIL | ⚠️ Blocked | fallback |

- `backend='auto'` (default) → CloakBrowser if available → Playwright fallback
- `backend='cloakbrowser'` → force CloakBrowser, error if unavailable
- `backend='playwright'` → force Playwright

---

## When to Use ✅
Gov policy sites (JS-rendered) / SPA data collection / Form filling / Screenshot evidence / web_fetch returns <500 chars / WeChat articles

## When NOT to Use ❌
Static pages → `web_fetch` / API queries → `fetch()` / Text search → `web_search` (Tavily)

---

## Install

```bash
# CloakBrowser (recommended — anti-detection)
pip install cloakbrowser
cd skills/babata-browser && pip install -e .

# Playwright fallback (already installed)
pip install playwright && python -m playwright install chromium
```

---

## Core Principles

### 1. Scan First (from smart-browser best practice)
Never snapshot blindly. Find interactive elements with JS first:

```python
browser.execute_js(page, """
  (() => {
    const els = document.querySelectorAll('a[href], button, input, select, textarea, [role=button], [onclick]');
    return [...els]
      .filter(el => { const r = el.getBoundingClientRect(); return r.width > 0 && r.height > 0 && r.top < window.innerHeight; })
      .map((el, i) => ({ i, tag: el.tagName.toLowerCase(), text: (el.innerText || el.value || '').trim().slice(0, 50), id: el.id, href: el.href?.slice(0, 80) }));
  })()
""")
```

### 2. Click by Text, Not CSS
```python
browser.click(page, text='Latest Policy')  # ✅ Stable
# ❌ browser.click(page, selector='#content > div:nth-child(3) > a')
```

### 3. Smart Wait (Not Fixed Sleep)
```python
browser.execute_js(page, """
  new Promise(resolve => { let tries = 0;
    const t = setInterval(() => {
      if (document.body.innerText.includes('expected text') || ++tries > 30) { clearInterval(t); resolve(tries < 30 ? 'found' : 'timeout'); }
    }, 500);
  })
""")
```

### 4. Layered Extraction
```
Accessibility Snapshot → find target region → get_text(selector=region)
  → still unclear? → screenshot (last resort)
```

---

## Usage

### Quick (Natura

_meta.json

{
  "ownerId": "kn7cy2z5e60pxd0830tar97xwx866ydt",
  "slug": "babata-browser",
  "version": "3.1.0",
  "publishedAt": 1778988461551
}

skill-card.md

## Description:

Babata Browser is a lightweight browser automation skill for JS-rendered pages, form filling, screenshot evidence, and interactive web tasks, with CloakBrowser anti-detection and Playwright fallback.

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

## Publisher:

[meta-evo-creator](https://clawhub.ai/user/meta-evo-creator)

### License/Terms of Use:

MIT-0

## Use Case:

Developers and automation agents use this skill to navigate dynamic websites, extract rendered content, fill forms, capture screenshots, scroll pages, and run scoped JavaScript when simpler fetch or search tools are insufficient.

### Deployment Geography for Use:

Global

## Known Risks and Mitigations:

Risk: Anti-detection browser automation can be misused or conflict with site policies.

Mitigation: Use only for authorized browsing workflows and do not use it to bypass site policies or access controls.

Risk: The skill can execute arbitrary JavaScript in visited pages.

Mitigation: Review JavaScript before execution and restrict runs to trusted tasks and controlled environments.

Risk: Browser sessions may expose credentials or sensitive screenshots.

Mitigation: Avoid real credentials on untrusted sites and check page content before capturing screenshots.

Risk: The Playwright fallback launches Chromium with reduced sandboxing and dependencies are not pinned exactly.

Mitigation: Run in a restricted container or VM and pin audited dependency versions before deployment.

## Reference(s):

- [Babata Browser ClawHub Skill Page](https://clawhub.ai/meta-evo-creator/skills/babata-browser)
- [Meta-Evo Publisher Profile](https://clawhub.ai/user/meta-evo-creator)

## Skill Output:

**Output Type(s):** [text, markdown, code, shell commands, configuration, guidance]

**Output Format:** [Markdown and JSON-compatible task results with optional inline Python and shell examples]

**Output Parameters:** [1D]

**Other Properties Related to Output:** [May produce extracted page text, link lists, table rows, screenshot file paths, executed step summaries, or browser automation guidance.]

## Skill Version(s):

3.1.0 (source: frontmatter, pyproject.toml, server 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.

pyproject.toml

[build-system]
requires = ["setuptools>=64"]
build-backend = "setuptools.build_meta"

[project]
name = "babata-browser"
version = "3.1.0"
description = "巴巴塔浏览器控制工具 — CloakBrowser C++级反检测(30/30 bot test pass) + Playwright fallback 双后端轻量浏览器自动化"
requires-python = ">=3.10"
dependencies = [
    "playwright>=1.40",
    "cloakbrowser>=0.3",
]

[project.optional-dependencies]
playwright-only = ["playwright>=1.40"]

[project.scripts]
babata-browser = "scripts.babata_browser:main_cli"

[tool.setuptools.packages.find]
include = ["scripts*"]

babata_browser.egg-info/entry_points.txt

[console_scripts]
babata-browser = scripts.babata_browser:main_cli

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