据 AlphaMoat 统计,截至 2026-10,Playwright Scraper Skill 累计下载 46,627 次、获 70 个星标,按累计下载量在本次参与排名的 10,914 个 AI 技能中排名第 534 位,在「数据分析」分类(915 个)中排名第 52 位。
列表默认按累计下载量排序,也可按星标排序;详情页排名按累计下载量计算。
| 平台 | 累计下载 | 星标 | 评论 |
|---|---|---|---|
| ClawHub ↗ | 3.2万 | 57 | - |
| SkillHub ↗ | 4.7万 | 70 | — |
各平台的计数口径不同,统计时间不一致。
普通静态页面优先使用文档中的 web_fetch,JavaScript 渲染页面可用 Playwright;stealth 脚本会组合调整自动化标记、使用常见设备 UA 和随机等待,单改 UA 不够。仅对你有权访问的网站使用 stealth,并先查看站点条款。脚本可以打开任意 URL,也可能保存含敏感信息或登录态内容的截图和 HTML;应在受限环境运行并使用专用输出目录。可选的 deep-scraper 安装路径不属于本次审定版本,未经单独审核不要安装。
资料发布于 2026-10-27
以下是根据技能文档生成的示例,不代表实际运行结果。
2026-09 起统计方法调整:同名技能按作者分别统计,并覆盖全部技能。图中虚线为调整前的月份,与之后的数据不直接比较,也不计算跨越调整的增长。
| 月份 | 累计下载 | 环比 | 星标 |
|---|---|---|---|
| 2026-10 | 4.7万 | — | 70 |
| 2026-09 | 3.4万 | — | 70 |
| 2026-08 | 3.1万 | +3.0% | 69 |
| 2026-07 | 3.1万 | — | 67 |
| 2026-05 | 2.9万 | — | 56 |
| 2026-03 | 2.5万 | — | 52 |
以下是作者发布的原始文件,按纯文本显示,本站未做修改或审核;其中的链接不可点击,命令请核实后再运行。抓取于 2026-10-23。
--- name: playwright-scraper-skill description: Playwright-based web scraping OpenClaw Skill with anti-bot protection. Successfully tested on complex sites like Discuss.com.hk. version: 1.2.0 author: Simon Chan --- # Playwright Scraper Skill A Playwright-based web scraping OpenClaw Skill with anti-bot protection. Choose the best approach based on the target website's anti-bot level.
---
## 🎯 Use Case Matrix
| Target Website | Anti-Bot Level | Recommended Method | Script |
|---------------|----------------|-------------------|--------|
| **Regular Sites** | Low | web_fetch tool | N/A (built-in) |
| **Dynamic Sites** | Medium | Playwright Simple | `scripts/playwright-simple.js` |
| **Cloudflare Protected** | High | **Playwright Stealth** ⭐ | `scripts/playwright-stealth.js` |
| **YouTube** | Special | deep-scraper | Install separately |
| **Reddit** | Special | reddit-scraper | Install separately |
---
## 📦 Installation
```bash
cd playwright-scraper-skill
npm install
npx playwright install chromium
```
---
## 🚀 Quick Start
### 1️⃣ Simple Sites (No Anti-Bot)
Use OpenClaw's built-in `web_fetch` tool:
```bash
# Invoke directly in OpenClaw
Hey, fetch me the content from https://example.com
```
---
### 2️⃣ Dynamic Sites (Requires JavaScript)
Use **Playwright Simple**:
```bash
node scripts/playwright-simple.js "https://example.com"
```
**Example output:**
```json
{
"url": "https://example.com",
"title": "Example Domain",
"content": "...",
"elapsedSeconds": "3.45"
}
```
---
### 3️⃣ Anti-Bot Protected Sites (Cloudflare etc.)
Use **Playwright Stealth**:
```bash
node scripts/playwright-stealth.js "https://m.discuss.com.hk/#hot"
```
**Features:**
- Hide automation markers (`navigator.webdriver = false`)
- Realistic User-Agent (iPhone, Android)
- Random delays to mimic human behavior
- Screenshot and HTML saving support
---
### 4️⃣ YouTube Video Transcripts
Use **deep-scraper** (install separately):
```bash
# Install deep-scraper skill
npx clawhub install deep-scraper
# Use it
cd skills/deep-scraper
node assets/youtube_handler.js "https://www.youtube.com/watch?v=VIDEO_ID"
```
---
## 📖 Script Descriptions
### `scripts/playwright-simple.js`
- **Use Case:** Regular dynamic websites
- **Speed:** Fast (3-5 seconds)
- **Anti-Bot:** None
- **Output:** JSON (title, content, URL)
### `scripts/playwright-stealth.js` ⭐
- **Use Case:** Sites with Cloudflare or anti-bot protection
- **Speed:** Medium (5-20 seconds)
- **Anti-Bot:** Medium-High (hides automation, realistic UA)
- **Output:** JSON + Screenshot + HTML file
- **Verified:** 100% success on Discuss.com.hk
---
## 🎓 Best Practices
### 1. Try web_fetch First
If the site doesn't have dynamic loading, use OpenClaw's `web_fetch` tool—it's fastest.
### 2. Need JavaScript? Use Playwright Simple
If you need to wait for JavaScript rendering, use `playwright-simple.js`.
### 3. Getting Blocked? Use Stealth
If you encounter 403 or Cloudflare challenges, use `playwright-stealth.js`.
### 4. Special Sites Need Specialized Skills
- YouTube → deep-scraper
- Reddit → reddit-scraper
- Twitter → bird skill
---
## 🔧 Customization
All scripts support environment variables:
```bash
# Set screenshot path
SCREENSHOT_PATH=/path/to/screenshot.png node scripts/playwright-stealth.js URL
# Set wait time (milliseconds)
WAIT_TIME=10000 node scripts/playwright-simple.js URL
# Enable headful mode (show browser)
HEADLESS=false node scripts/playwright-stealth.js URL
# Save HTML
SAVE_HTML=true node scripts/playwright-stealth.js URL
# Custom User-Agent
USER_AGENT="Mozilla/5.0 ..." node scripts/playwright-stealth.js URL
```
---
## 📊 Performance Comparison
| Method | Speed | Anti-Bot | Success Rate (Discuss.com.hk) |
|--------|-------|----------|-------------------------------|
| web_fetch | ⚡ Fastest | ❌ None | 0% |
| Playwright Simple | 🚀 Fast | ⚠️ Low | 20% |
| **Playwright Stealth** | ⏱️ Medium | ✅ Medium | **100%** ✅ |
| Puppeteer Stealth | ⏱️ Medium | ✅ Medium-High | ~80% |
| Crawlee (deep-scraper) | 🐢 Slow | ❌ Detected | 0% |
| Chaser (Rust) | ⏱️ Medium | ❌ Detected | 0% |
---
## 🛡️ Anti-Bot Techniques Summary
Lessons learned from our testing:
### ✅ Effective Anti-Bot Measures
1. **Hide `navigator.webdriver`** — Essential
2. **Realistic User-Agent** — Use real devices (iPhone, Android)
3. **Mimic Human Behavior** — Random delays, scrolling
4. **Avoid Framework Signatures** — Crawlee, Selenium are easily detected
5. **Use `addInitScript` (Playwright)** — Inject before page load
### ❌ Ineffective Anti-Bot Measures
1. **Only changing User-Agent** — Not enough
2. **Using high-level frameworks (Crawlee)** — More easily detected
3. **Docker isolation** — Doesn't help with Cloudflare
---
## 🔍 Troubleshooting
### Issue: 403 Forbidden
**Solution:** Use `playwright-stealth.js`
### Issue: Cloudflare Challenge Page
**Solution:**
1. Increase wait time (10-15 seconds)
2. Try `headless: false` (headful mode sometimes has higher success rate)
3. Consider using proxy IPs
### Issue: Blank Page
**Solution:**
1. Increase `waitForTimeout`
2. Use `waitUntil: 'networkidle'` or `'domcontentloaded'`
3. Check if login is required
---
## 📝 Memory & Experience
### 2026-02-07 Discuss.com.hk Test Conclusions
- ✅ **Pure Playwright + Stealth** succeeded (5s, 200 OK)
- ❌ Crawlee (deep-scraper) failed (403)
- ❌ Chaser (Rust) failed (Cloudflare)
- ❌ Puppeteer standard failed (403)
**Best Solution:** Pure Playwright + anti-bot techniques (framework-independent)
---
## 🚧 Future Improvements
- [ ] Add proxy IP rotation
- [ ] Implement cookie management (maintain login state)
- [ ] Add CAPTCHA handling (2captcha / Anti-Captcha)
- [ ] Batch scraping (parallel URLs)
- [ ] Integration with OpenClaw's `browser` tool
---
## 📚 References
- [Playwright Official Docs](https://playwright.dev/)
- [puppeteer-extra-plugin-stealth](https://github.com/berstend/puppeteer-extra/tree/master/packages/puppeteer-extra-plugin-stealth)
- [deep-scraper skill](https://clawhub.com/opsun/deep-scraper)
中国金融机构数据爬取与分析综合 Skill v12.0.0。2334家/43大类机构名单、60+财经媒体源舆情、 A股报告/公告/研报、60+种查询多源金融数据(自动降级+缓存)、爬取调度与网页操作增强、 实时数据中枢、24 技术指标引擎、多源证据融合、110 MCP 工具 + 10 Resource + 14 Prompt。 🆕 v12.0.0 四条线(信息获取 / 打包下载 / 数据分析 / 登录): 编排:gather_info() 一次跑完"路由→抓取→去占位→质量分→能力边界→回执→打包", 8 类意图各带问法、输入输出、典型耗时与 not_for(说清哪件事做不了)。 诚实:反爬占位条目一律剔除并记账,空结果报 E_SOURCE_EMPTY,不把假数据判成 B 级成功。 交付:包内自带 manifest.json(逐文件 sha256),verify 查得出改动/缺失/多塞, 批量下载单条失败不中断整批,失败清单可直接只重下那几条。 登录:Cookie 由用户导出或扫码接管,档案化 + 健康度四档,对外输出全脱敏(值永不回显)。 何时触发:爬取机构、舆情爬取、东方财富、公告下载、实时行情、技术指标、统一查询、 交付包、批量重下、我已经登录了、登录态还有效吗(完整触发词见下方 auto_trigger)。
大宗商品价格数据查询技能。用于查询大宗商品期现货价格、宏观经济指标、产业链供需数据、进出口库存数据、金融市场数据等。当用户询问:(1) 期货/现货价格查询,如"螺纹钢价格"、"铜期货收盘价"; (2) 历史行情或趋势分析;(3) 区域或企业价格对比;(4) 宏观经济指标,如GDP、CPI;(5) 产业链上下游数据;(6) 多市场金融数据(期权、股票、债券、外汇);(7) 结算确认单生成时触发此技能。
32种图表,3 个主题,2步生成: 1.上传数据 — 将 CSV / Excel / JSON 等格式的数据文件拖入对话框; 2.查看结果 — 交互式图表(HTML),可保存图表为图片.
AdMapix 的取数层:把广告与应用相关的查询转成接口调用,只回原始 JSON。
论文配图一键生成:一条命令从 JSON/CSV/Excel 生成顶刊级学术图表,科研绘图 与期刊配图全场景覆盖。40 种图表(森林图/KM 生存曲线(自动风险表)/竞争风险累计发生率/ROC/校准 曲线/决策曲线 DCA/列线图/RCS 非线性剂量反应/亚组分析森林图/RMST 限制平均生存时间/Galbraith 径向图/火山图/雨云图/山脊图/哑铃图/游泳图(逐例时长+里程碑)/ 肿瘤缓解瀑布图/UpSet 交集/PRISMA 流程图/漏斗/BA 一致性/PCA/热图/箱线/小提琴/ 组合图/Cox 多因素回归森林图等),9 套配色(含色盲安全 Okabe-Ito 与期刊色板),9 种期刊投稿预设, YAML 流水线一条命令出全套论文图,一次渲染多格式导出(TIFF/PNG/PDF), PDF 重叠门禁,600dpi。纯本地运行,数据不出机,中文零配置。适用:写论文/ 投稿要配图、把数据变成可投稿图表、批量重出全套图。不适用:文本润色/翻译/ 改写(请用写作类工具);商业报表/仪表盘/海报装饰;无数据支撑的纯示意图。
Intelligent chart generation and data analysis skill. Reads user-supplied data files (CSV/Excel/JSON), analyzes data characteristics with LLM assistance, auto-recommends and generates interactive ECharts visualizations. Use when the user asks to analyze data, generate charts, create visualizations, or work with tabular data files.
全球智能投研工具(stock-researcher)v13.0:多源数据 + 概率预测 + 可导出报告。 核心能力: - 多源数据路由:按市场/类别选源,逐级降级;每个结果标注来源与时效等级;源不可用时明确标 unavailable - 全资产量化:股票/ETF/场外基金/指数/期货(期限结构、基差、持仓、折溢价)多因子分析 - 概率预测:1d/5d/1M/3M/6M 经验分布 + 分位数 + 方向概率 + 区间,kNN 邻域收缩融合全局分布; 样本不足自动弃权,可按历史命中样本(同桶)做概率校准 - 证据链简报:每条结论绑定来源、时间与数据质量,冲突信号保留而不抹平 - 报告导出:Word/PPT/PDF/Markdown/JSON/纯文本,纯标准库渲染 + 可选第三方引擎 - MCP Server 24 工具,Claude Code 可直接调用;知识库 12 适配器双向同步 三条铁律: - 数据不装:拿不到就报不可用,不拿 0 价、不拿空表冒充 - 预测不装:概率来自历史相似条件的经验分布,样本不足就说不足,不硬给方向 - 评分≠盈利保证:任何结论都带免责声明
走 Tavily 检索公开网页,返回带链接与摘要的结构化结果。
数据月份:2026-10 · 下载/星标数聚合自公开技能注册库(ClawHub、SkillHub),按月更新。口径说明见数据方法。