Star200+

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 2 skills

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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

Firecrawl

Most recent maintenance signal among this shortlist.

SignalShopkeeper Agent

📊 电商数仓智能问数 AI Agent，最适合用于系统学习 LangGraph 的实战项目：基于 LangGraph、FastAPI、Qdrant、Elasticsearch、MySQL 与 React，完整实现元数据知识库、混合检索、自然语言生成 NL2SQL 生成校验、SQL 执行与流式查询展示。前后端完整代码全栈可跑，Docker 环境一键部署，配套 ai-agents-from-zero 免费教程与章节代码分支。适合系统学习大模型应用、数据分析 Agent 和企业级 AI 工程落地。

Firecrawl

Turn any website into LLM-ready markdown or structured data

Quality
68/100
Promising
100/100
Excellent
Decision verdict
67/100
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.

Adoption110 stars
Verified outcomes are shown on each skill page
134K stars
Verified outcomes are shown on each skill page
FreshnessMay 18, 2026Jun 17, 2026
Use-case fit
RAG and knowledgeCoding agentsWorkflow automation
Web scrapingBrowser automationLocal desktop
Workflow fit
RAG knowledge baseContent growth agent
Web data pipelineBrowser QA agent
Platform hintsPython, RAG, Claude Code, LangChainClaude, GPT-4, LangChain, OpenClaw, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forRAG and knowledge workflows · Claude Code teams · builders willing to evaluate younger projectsWeb scraping workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal forteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security review
OpenAgentSkill engagement0 views
0 install copies
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0 install copies
Install
$ npx skills add didilili/shopkeeper-agent
$ npx skills add firecrawl/firecrawl