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
Browser is the strongest overall pick here because it has a 100/100 readiness score and fits Browser automation.
Strongest overall
Browser
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Browser
Best first install candidate based on install readiness and adoption.
Freshest repo
Browser
Most recent maintenance signal among this shortlist.
| Signal | Surf.New 🌊 An open-source alternative to OpenAI Operator | Actionbook Let your AI agent get the sources behind logins and paywalls. | Eko Eko (Eko Keeps Operating) - Build Production-ready Agentic Workflow with Natural Language - eko.fellou.ai | Browser Lightpanda: the headless browser designed for AI and automation |
|---|---|---|---|---|
| Quality | 60/100 Promising | 100/100 Excellent | 98/100 Excellent | 100/100 Excellent |
| Decision verdict | 62/100 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. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 512 stars 0 installs | 1.6K stars 0 installs | 4.9K stars 0 installs | 31K stars 0 installs |
| Freshness | Jul 17, 2025 | Jun 11, 2026 | Mar 3, 2026 | Jun 15, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | TypeScript, Browser Automation, Claude Code, OpenAI Agents, Browser agents | Rust, Browser Automation, Claude Code, Browser agents | TypeScript, Browser Automation, Claude Code, Browser agents | Zig, Browser Automation, Claude Code, Browser agents |
| Warnings | No OpenAgentSkill engagement data yet | No major risk signals from current metadata | No major risk signals from current metadata | No OpenAgentSkill engagement data yet |
| Best for | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents 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 need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 0 views 0 install copies | 2 views 0 install copies | 1 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add steel-dev/surf.new | $ npx skills add actionbook/actionbook | $ npx skills add FellouAI/eko | $ npx skills add lightpanda-io/browser |