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.

Decision summary

Strongest overall

Crawl4AI

Use this as a leading candidate, then validate the README and install path in your own agent stack.

Fastest prototype

Crawl4AI

Best first install candidate based on install readiness and adoption.

Freshest repo

Scrapling

Most recent maintenance signal among this shortlist.

Signal	Till DataHen Till is a companion tool to your existing web scraper that instantly makes it scalable, maintainable, and more unblockable, with minimal code changes on your scraper. Integrates with any scraper in 5 minutes.	Crawl4AI Open-source LLM-friendly web crawler and scraper	Scrapling Adaptive web scraping for agent data collection	Scrapy Scrapy, a fast high-level web crawling & scraping framework for Python.
Quality	55/100 Promising	100/100 Excellent	100/100 Excellent	100/100 Excellent
Decision verdict	57/100 Needs manual review Do a manual repository review before adding this to an agent workflow.	100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack.	100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack.	100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack.
Adoption	814 stars 0 installs	73K stars 31K installs	70K stars 0 installs	63K stars 0 installs