Skill comparison
Compare agent skills before installing.
Comparing 3 skills
Use this as a shortlist, then open the skill detail page before adopting.
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.
| Signal | ML Foundations Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science | 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 | 77/100 Strong | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 79/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption. | 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 | 4.8K stars 0 installs | 24K stars 0 installs | 101K stars 28K installs |
| Freshness | Nov 20, 2024 | Jul 14, 2026 | Jun 20, 2026 |
| Use-case fit | |||
| Workflow fit | |||
| Platform hints | Jupyter Notebook, Machine Learning, Claude Code | Codex, Claude Code, Cursor, Playwright, OpenAI Agents | Claude, GPT-4, LangChain, OpenClaw, Claude Code |
| Warnings | Repository looks stale · No OpenAgentSkill engagement data yet | Browser automation can submit data; confirm the target environment and review actions before execution. · No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | GitHub automation workflows · Claude Code teams · teams that value GitHub adoption signals | Browser automation workflows · Claude Code teams · teams that value GitHub adoption signals | Browser automation workflows · Claude Code teams · teams that value GitHub adoption signals |
| Not ideal for | teams that require actively maintained dependencies · production agents without a repository review | teams that need a vendor-supported SLA · production agents without a repository review | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add jonkrohn/ML-foundations | $ npx skills add openai/skills --skill playwright | $ npx skills add browser-use/browser-use |