Skill comparison
Compare agent skills before installing.
Put high-signal skills side by side and inspect quality, adoption, freshness, install readiness, use-case fit, and warnings in one place.
Comparing 4 skills
Use this as a shortlist, then open the skill detail page before adopting.
| Signal | Web Scraping Detailed web scraping tutorials for dummies with financial data crawlers on Reddit WallStreetBets, CME (both options and futures), US Treasury, CFTC, LME, MacroTrends, SHFE and alternative data crawlers on Tomtom, BBC, Wall Street Journal, Al Jazeera, Reuters, Financial Times, Bloomberg, CNN, Fortune, The Economist | Crawl4AI Open-source LLM-friendly web crawler and scraper | Scrapy High-throughput crawling and scraping for agent data pipelines | Scrapling Adaptive web scraping for agent data collection |
|---|---|---|---|---|
| Quality | 56/100 Promising | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Adoption | 880 stars 0 installs | 66K stars 31K installs | 62K stars 0 installs | 53K stars 0 installs |
| Freshness | Feb 1, 2022 | May 22, 2026 | May 20, 2026 | May 18, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Python, Web Automation, Claude Code | Claude, GPT-4, LangChain, CrewAI, OpenClaw | Python, Crawler, RAG, Claude Code | Python, Web Automation, RAG, Claude Code, Browser agents |
| Warnings | Repository looks stale | No major warning signals | No major warning signals | No major warning signals |
| Install | $ npx skills add je-suis-tm/web-scraping | $ npx skills add unclecode/crawl4ai | $ npx skills add scrapy/scrapy | $ npx skills add D4Vinci/Scrapling |