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Agent Skill · 研究检索

browser-automation-ultra(浏览器自动化超)

browser-automation-ultra 用于处理浏览器自动化、网页检查和页面信息提取,适合在 OpenClaw 中需要让 Agent 打开页面、读取网页或验证前端流程时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

browser-automation-ultra 是研究检索类 Agent Skill,可用宿主为 OpenClaw,通过ClawHub获取,权限为接触敏感数据;许可证为 MIT-0,第三方扫描有提醒项,按安装量在研究检索类的 73,675 个 Skill 里排第 8,158。

总安装 17,048周安装 683GitHub Stars 公开资料未说明下载 5,519核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
MIT-0
版本
1.0.0

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:browser-automation-ultra(浏览器自动化超)
来源仓库:https://github.com/swaylq/browser-automation-ultra
安装命令:
openclaw skills install browser-automation-ultra
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 OpenClaw 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

ClawHubOpenClaw
openclaw skills install browser-automation-ultra

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

browser-automation-ultra 利用 Playwright 与类人交互实现零令牌消耗自动化。适用于对 token 成本敏感但仍需完整浏览器功能的代理任务。内置 CDP 锁管理机制防止多实例冲突造成资源浪费。模拟人类鼠标移动与等待时间显著降低被标记概率。

硬件性能不足时可能导致渲染卡顿甚至崩溃,建议分配足够内存。

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 OpenClaw;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 openclaw skills install browser-automation-ultra;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要接触敏感数据,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

browser-automation-ultra 怎么安装?

在终端执行 openclaw skills install browser-automation-ultra。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

browser-automation-ultra 支持哪些 AI 工具?

公开资料标注支持 OpenClaw。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

browser-automation-ultra 需要什么权限?

权限级别是接触敏感数据。该 Skill 可能接触密钥、Token、环境变量或敏感配置,应进入高风险复核队列,默认不自动发布。

browser-automation-ultra 是免费的吗?

来源标注的许可证是 MIT-0。本站不代收任何费用,也不托管安装包;能否商用、要不要署名,以许可证原文为准。

browser-automation-ultra 用的人多吗?

公开数据是累计安装 17,048 次,近一周安装 683 次,下载 5,519 次。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

browser-automation-ultra 安全吗?

第三方扫描有提醒项,说明存在需要人工确认的行为。安装前请打开源码看清它读了什么、联网到哪里。

值得选的地方和要先想清楚的地方

值得选的地方

  • 专注 OpenClaw 一种宿主,触发方式和使用习惯不用来回切换。
  • 许可证明确为 MIT-0,商用和分发边界好判断。

先想清楚的地方

  • 需要接触敏感数据,装到常用环境前要先评估影响面。
  • 第三方扫描存在提醒项或未通过项,需要人工逐条确认。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 OpenClaw,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。

不太适合

  • 环境里有大量密钥、凭证,不方便给第三方 Skill 读取的人。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
browser-automation-ultra

浏览器自动化超 · 本页

17,048—接触敏感数据MIT-0有提醒

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

name
browser-automation-ultra
description
Zero-token browser automation via Playwright scripts with CDP lock management and human-like interaction. Use when: (1) automating any browser-based workflow (publish, login, scrape, fill forms), (2) reducing token cost by converting browser-tool explorations into replayable scripts, (3) avoiding CDP port conflicts between OpenClaw browser and Playwright, (4) needing anti-detection/human-like mouse/keyboard behavior for platforms with bot detection. NOT for: simple URL fetches (use web_fetch instead), tasks that don't need a real browser session.

Browser Automation Ultra

Explore → Record → Replay → Fix. Convert expensive browser-tool interactions into zero-token Playwright scripts that reuse OpenClaw's Chrome session (cookies/login intact).

Prerequisites

Install Playwright (once per machine):

npm install -g playwright
# or in workspace: npm init -y && npm install playwright

No browser download needed — scripts connect to OpenClaw's existing Chrome via CDP.

Architecture

Chrome user-data: ~/.openclaw/browser/openclaw/user-data
       ↕ shared cookies/login (mutually exclusive CDP)
┌──────────────┐    ┌──────────────────┐
│ browser tool │ OR │ Playwright script │
│ (explore)    │    │ (zero token)      │
└──────────────┘    └──────────────────┘
       ↕ managed by browser-lock.sh

Only one CDP client can connect at a time. browser-lock.sh handles the mutex.

Setup

  1. Copy scripts/browser-lock.sh to your workspace scripts/ directory
  2. Copy scripts/utils/human-like.js to your workspace scripts/browser/utils/
  3. chmod +x scripts/browser-lock.sh
  4. Create scripts/browser/ for your automation scripts

Core Workflow

1. Explore (browser tool, costs tokens)

Use the OpenClaw browser tool (snapshot/act) to figure out a workflow. Note selectors, page flow, key waits.

2. Record (write a Playwright script)

Convert steps into a script. Save to scripts/browser/<verb>-<target>.js. Use the template pattern:

const { chromium } = require('playwright');
const { humanDelay, humanClick, humanType, humanThink, humanBrowse } = require('./utils/human-like');

function discoverCdpUrl() {
  try {
    const { execSync } = require('child_process');
    const ps = execSync("ps aux | grep 'remote-debugging-port' | grep -v grep", { encoding: 'utf8' });
    const match = ps.match(/remote-debugging-port=(\d+)/);
    return `http://127.0.0.1:${match ? match[1] : '18800'}`;
  } catch { return 'http://127.0.0.1:18800'; }
}

async function main() {
  const browser = await chromium.connectOverCDP(discoverCdpUrl());
  const context = browser.contexts()[0]; // reuse existing context (cookies/login)
  const page = await context.newPage();
  try {
    // automation here — use human-like functions
    await page.goto('https://example.com', { waitUntil: 'networkidle', timeout: 30000 });
    await humanBrowse(page); // simulate looking at the page
    await humanClick(page, 'button.submit');
    await humanType(page, 'input[name="title"]', 'Hello World');
  } finally {
    await page.close(); // NEVER browser.close() — kills entire Chrome
  }
}
main().then(() => process.exit(0)).catch(e => { console.error('❌', e.message); process.exit(1); });

3. Replay (zero tokens)

./scripts/browser-lock.sh run scripts/browser/my-task.js [args]
./scripts/browser-lock.sh run --timeout 120 scripts/browser/my-task.js

4. Fix (on error)

  1. Read script error output
  2. Re-explore the failing step with browser tool (snapshot) to check current UI
  3. Update script with corrected selectors/logic
  4. Retry

Never guess fixes blindly. Always re-explore the actual page state.

browser-lock.sh

Manages CDP mutex between OpenClaw browser and Playwright scripts.

./scripts/browser-lock.sh run <script.js> [args]    # acquire → run → release (300s default)
./scripts/browser-lock.sh run --timeout 120 <script> # custom timeout
./scripts/browser-lock.sh acquire                    # manual: stop OpenClaw browser, start Chrome
./scripts/browser-lock.sh release                    # manual: kill Chrome, release lock
./scripts/browser-lock.sh status                     # show state

Lock file: /tmp/openclaw-browser.lock. Stale locks auto-recover.

Anti-Detection Rules (MANDATORY)

All scripts must use human-like.js. See references/anti-detection.md for the full rule set.

Summary of critical rules:

❌ Banned✅ Required
waitForTimeout(3000) fixed delayshumanDelay(2000, 4000) random range
input.fill(text) instant fillhumanType(page, sel, text) char-by-char with typos
element.click() teleport clickhumanClick(page, sel) bezier mouse path + hover
Direct page operation after loadhumanBrowse(page) simulate reading first
nativeSetter.call() DOM injectionhumanType() or humanFillContentEditable()
Fixed cron schedulejitterWait(1, 10) random offset

Exception: setInputFiles() for file uploads is allowed (no human simulation possible), but add random delays before/after.

human-like.js API

FunctionPurpose
humanDelay(min, max)Random wait (ms)
humanThink(min, max)Longer pause before form fills
humanClick(page, sel)Bezier mouse move → hover → click with press/release jitter
humanType(page, sel, text, opts)Char-by-char typing, normal distribution speed, 3% typo rate
humanFillContentEditable(page, sel, text)For contenteditable divs (line-by-line Enter + humanType)
humanBrowse(page, opts)Simulate page reading (scroll + mouse wander, 2-5s)
humanScroll(page, opts)Random scroll with occasional reverse
jitterWait(minMin, maxMin)Random delay in minutes for cron tasks

Script Naming Convention

<verb>-<target>.js — e.g. publish-deviantart.js, read-inbox.js, reply-comment.js

Example Scripts

Production-tested scripts in scripts/examples/. Copy to your workspace scripts/browser/ and adapt.

ScriptPlatformFunction
publish-deviantart.jsDeviantArtUpload image, fill title/desc/tags, submit
publish-xiaohongshu.js小红书Publish image note with topic tag association via recommend list
publish-pinterest.jsPinterestCreate pin with title/desc, select board
publish-behance.jsBehanceUpload project with title/desc/tags/categories
read-proton-latest.jsProton MailRead inbox, output JSON list of emails
read-xhs-comments.js小红书Read notification comments, output JSON with reply button index
reply-xhs-comment.js小红书Reply to a specific comment by index

Usage pattern:

# Copy examples to workspace
cp scripts/examples/*.js scripts/browser/
cp scripts/utils/human-like.js scripts/browser/utils/

# Run
./scripts/browser-lock.sh run scripts/browser/publish-deviantart.js image.png "Title" "Description" "tag1,tag2"
./scripts/browser-lock.sh run scripts/browser/read-xhs-comments.js --limit 10
./scripts/browser-lock.sh run scripts/browser/reply-xhs-comment.js 0 "回复文字"

All example scripts already use human-like.js for anti-detection.

Cron Integration

cd /path/to/workspace && ./scripts/browser-lock.sh run scripts/browser/task.js

Add jitterWait() at script start to randomize execution time.

Troubleshooting

ProblemFix
Lock held by PID xxx./scripts/browser-lock.sh release
CDP connection timeoutEnsure acquire was called / Chrome is running
Login expiredUse browser tool to re-login, then run script
Selector not foundRe-explore with browser tool, update script
Script timeoutIncrease with --timeout flag

Environment Variables

VarDefaultDescription
CDP_PORTauto-discoverOverride CDP port
CHROME_BINauto-detectChrome binary path
HEADLESSautotrue/false to force headless

平台分布

OpenClaw

95.3%
按下载量换算5,260

安全审计

VirusTotal

可疑

ClawScan

可疑

Static analysis

未展示

权限和风险

接触敏感数据

该 Skill 可能接触密钥、Token、环境变量或敏感配置,应进入高风险复核队列,默认不自动发布。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。来源安全扫描存在提醒或未通过项,安装前请自行复核。目前只有一个公开来源,建议同时核对源仓库。

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