Skill comparison
Compare agent skills before installing.
Comparing 2 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
Codex Autoresearch
Most recent maintenance signal among this shortlist.
| Signal | Codex Autoresearch Codex Autoresearch Skill — A self-directed iterative system for Codex that continuously cycles through: modify, verify, retain or discard, and repeat indefinitely. Inspired by Karpathy’s autoresearch concept. | Browser Use Make AI agents interact with websites using natural language |
|---|---|---|
| Quality | 98/100 Excellent | 100/100 Excellent |
| Decision verdict | 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 | 2.0K stars Verified outcomes are shown on each skill page | 101K stars Verified outcomes are shown on each skill page |
| Freshness | Jul 13, 2026 | Jun 20, 2026 |
| Use-case fit | ||
| Workflow fit | ||
| Platform hints | Python, Automation, Claude Code, OpenAI Agents | Claude, GPT-4, LangChain, OpenClaw, Claude Code |
| Warnings | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | Coding agents 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 |
| OpenAgentSkill engagement | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add leo-lilinxiao/codex-autoresearch | $ npx skills add browser-use/browser-use |