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
Firecrawl is the strongest overall pick here because it has a 100/100 readiness score and fits Web scraping.
Strongest overall
Firecrawl
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Firecrawl
Best first install candidate based on install readiness and adoption.
Freshest repo
Browser Use
Most recent maintenance signal among this shortlist.
| Signal | Advanced RAG Advanced Retrieval-Augmented Generation (RAG) through practical notebooks, using the power of the Langchain, OpenAI GPTs ,META LLAMA3 , Agents. | Firecrawl Turn any website into LLM-ready markdown or structured data | Browser Use Make AI agents interact with websites using natural language |
|---|---|---|---|
| Quality | 42/100 Needs review | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 32/100 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 | 109 stars Verified outcomes are shown on each skill page | 134K stars Verified outcomes are shown on each skill page | 101K stars Verified outcomes are shown on each skill page |
| Freshness | May 1, 2024 | Jun 17, 2026 | Jun 20, 2026 |
| Use-case fit | |||
| Workflow fit | |||
| Platform hints | Jupyter Notebook, RAG, Claude Code, OpenAI Agents, LangChain | Claude, GPT-4, LangChain, OpenClaw, Claude Code | Claude, GPT-4, LangChain, OpenClaw, Claude Code |
| Warnings | Repository looks stale · 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 | Web scraping 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 · 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 GURPREETKAURJETHRA/Advanced_RAG | $ npx skills add firecrawl/firecrawl | $ npx skills add browser-use/browser-use |