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.

Add more skills

Decision summary

Playwright Python is the strongest overall pick here because it has a 100/100 readiness score and fits Browser automation.

Strongest overall

Playwright Python

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

Fastest prototype

Playwright Python

Best first install candidate based on install readiness and adoption.

Freshest repo

Playwright Python

Most recent maintenance signal among this shortlist.

SignalTarsier

Vision utilities for web interaction agents 👀

Playwright Python

Python version of the Playwright testing and automation library.

Alumnium

End-to-end testing with AI

BotD

Free bot detection library that runs in the browser. Detects automation tools and frameworks. No server required, runs 100% on the client. MIT license, no usage restrictions.

Quality
67/100
Promising
100/100
Excellent
81/100
Strong
100/100
Excellent
Decision verdict
69/100
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.

93/100
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.

Adoption1.8K stars
0 installs
15K stars
0 installs
914 stars
0 installs
1.4K stars
0 installs
FreshnessNov 25, 2024Jun 15, 2026Jun 15, 2026Jun 10, 2026
Use-case fit
Stack fit
Platform hintsJupyter Notebook, Playwright, Claude Code, OpenAI Agents, Browser agentsPython, Playwright, Claude Code, Browser agentsTypeScript, Playwright, Claude Code, Browser agentsTypeScript, Playwright, Claude Code, Browser agents
WarningsRepository looks stale · No OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo major risk signals from current metadataNo OpenAgentSkill engagement data yet
Best forBrowser automation workflows · Claude Code teams · teams that value GitHub adoption signalsBrowser automation workflows · Claude Code teams · teams that value GitHub adoption signalsBrowser automation workflows · Claude Code teams · teams that value GitHub adoption signalsBrowser automation workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal forteams that require actively maintained dependencies · production agents without a repository reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security review
OpenAgentSkill engagement0 views
0 install copies
0 views
0 install copies
1 views
0 install copies
0 views
0 install copies
Install
$ npx skills add reworkd/tarsier
$ npx skills add microsoft/playwright-python
$ npx skills add alumnium-hq/alumnium
$ npx skills add fingerprintjs/BotD