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
Crawl4AI
Most recent maintenance signal among this shortlist.
| Signal | Sample Bedrock Deep Researcher Researcher Agent to write blog posts/ articles using Amazon Bedrock and websearch. | Browser Use Make AI agents interact with websites using natural language | Crawl4AI Open-source LLM-friendly web crawler and scraper |
|---|---|---|---|
| Quality | 60/100 Promising | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 50/100 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. |
| Adoption | 115 stars Verified outcomes are shown on each skill page | 101K stars Verified outcomes are shown on each skill page | 73K stars Verified outcomes are shown on each skill page |
| Freshness | Feb 5, 2026 | Jun 20, 2026 | Jul 15, 2026 |
| Use-case fit | |||
| Workflow fit | |||
| Platform hints | Python, Research Agent, Claude Code | Claude, GPT-4, LangChain, OpenClaw, Claude Code | Claude, GPT-4, LangChain, CrewAI, OpenClaw |
| Warnings | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | RAG and knowledge workflows · Claude Code teams · builders willing to evaluate younger projects | Browser automation workflows · Claude Code teams · teams that value GitHub adoption signals | Web scraping 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 |
| OpenAgentSkill engagement | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add aws-samples/sample-bedrock-deep-researcher | $ npx skills add browser-use/browser-use | $ npx skills add unclecode/crawl4ai |