Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
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
AReaL
Most recent maintenance signal among this shortlist.
| Signal | AgentBench A Comprehensive Benchmark to Evaluate LLMs as Agents (ICLR'24) | AReaL The RL Bridge for LLM-based Agent Applications. Made Simple & Flexible. | Browser Use 🌐 Make websites accessible for AI agents. Automate tasks online with ease. | Autogen A programming framework for agentic AI |
|---|---|---|---|---|
| Quality | 89/100 Excellent | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 91/100 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. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 3.6K stars Verified outcomes are shown on each skill page | 5.8K stars Verified outcomes are shown on each skill page | 99K stars Verified outcomes are shown on each skill page |
| 59K stars Verified outcomes are shown on each skill page |
| Freshness | Feb 8, 2026 | Sep 15, 2026 | Jun 13, 2026 | Apr 15, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | Python, LLM, Claude Code, OpenAI Agents | Python, LLM, Claude Code | Python, AI Agents, Claude Code, Browser agents | Python, LLM, Claude Code, OpenAI Agents |
| Warnings | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | agent-frameworks workflows · Claude Code teams · teams that value GitHub adoption signals | Browser automation workflows · Claude Code teams · teams that value GitHub adoption signals | agent-frameworks 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 | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add THUDM/AgentBench | $ npx skills add areal-project/AReaL | $ npx skills add browser-use/browser-use | $ npx skills add microsoft/autogen |