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.

Add more skills

Decision summary

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

Strongest overall

Browser Use

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

Fastest prototype

Browser Use

Best first install candidate based on install readiness and adoption.

Freshest repo

Playwright Browser Skill

Most recent maintenance signal among this shortlist.

SignalPython Computer Vision From Scratch

This repository explores the variety of techniques commonly used to analyze and interpret images. It also describes challenging real-world applications where vision is being successfully used, both for specialized applications such as medical imaging, and for fun, consumer-level tasks such as image editing and stitching, which students can apply to their own personal photos and videos.

Playwright Browser Skill

Automate a real browser from the terminal for navigation, form filling, snapshots, screenshots, extraction, and UI-flow debugging.

Browser Use

Make AI agents interact with websites using natural language

Quality
50/100
Needs review
100/100
Excellent
100/100
Excellent
Decision verdict
40/100
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.

Adoption245 stars
Verified outcomes are shown on each skill page
25K stars
Verified outcomes are shown on each skill page
101K stars
Verified outcomes are shown on each skill page
FreshnessDec 9, 2022Jul 14, 2026Jun 20, 2026
Use-case fit
Workflow fit
Platform hintsJupyter Notebook, Computer Vision, Claude CodeCodex, Claude Code, Cursor, Playwright, OpenAI AgentsClaude, GPT-4, LangChain, OpenClaw, Claude Code
WarningsRepository looks stale · No OpenAgentSkill engagement data yetBrowser automation can submit data; confirm the target environment and review actions before execution. · No OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forGitHub automation workflows · Claude Code teams · builders willing to evaluate younger projectsBrowser 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 · production agents without a repository reviewteams that need a vendor-supported SLA · high-compliance environments without internal security review
OpenAgentSkill engagement0 views
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Install
$ npx skills add milaan9/Python_Computer_Vision_from_Scratch
$ npx skills add openai/skills --skill playwright
$ npx skills add browser-use/browser-use