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 3 skills

Use this as a shortlist, then open the skill detail page before adopting.

Decision summary

Strongest overall

Implement

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

Fastest prototype

Implement

Best first install candidate based on install readiness and adoption.

Freshest repo

test-sdk

Most recent maintenance signal among this shortlist.

Signal	test-sdk End-to-end test the scrapegraph-py v2 SDK against the live API using a user-provided API key. Exercises every public method on both ScrapeGraphAI (sync) and AsyncScrapeGraphAI (async), including the crawl/monitor/history namespaces. Use when the user asks to "test the SDK", "run full SDK tests", or validate a release candidate. NEVER push directly to main — all changes go via a feature branch + PR.	Implement Implement work from an approved spec or ticket set, run focused and full tests, invoke code review, and commit the result to the current branch.	Code Review Review a branch or diff against repository standards and the originating spec in two independent analysis passes.
Quality	60/100 Promising	100/100 Excellent	100/100 Excellent
Decision verdict	59/100 Prototype first Prototype with this skill first; keep a fallback candidate ready.	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	86 stars Verified outcomes are shown on each skill page	176K stars Verified outcomes are shown on each skill page	169K stars Verified outcomes are shown on each skill page
Freshness	Jul 31, 2026	Jul 17, 2026	Jul 13, 2026
Use-case fit