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 4 skills

Use this as a shortlist, then open the skill detail page before adopting.

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Decision summary

TradingAgents is the strongest overall pick here because it has a 100/100 readiness score and fits RAG and knowledge.

Strongest overall

TradingAgents

Use this as a leading candidate, then validate the README and install path in your own agent stack.

Fastest prototype

TradingAgents

Best first install candidate based on install readiness and adoption.

Freshest repo

Dash

Most recent maintenance signal among this shortlist.

SignalAtom

Atom Agent, automate your workflows by talking to an AI — and let it remember, search, and handle tasks like a real assistant

Dash

Data Apps & Dashboards for Python. No JavaScript Required.

Daily Stock Analysis

LLM驱动的 A/H/美股智能分析：多数据源行情 + 实时新闻 + LLM决策仪表盘 + 多渠道推送，零成本定时运行，纯白嫖. LLM-powered stock analysis system for A/H/US markets.

TradingAgents

TradingAgents: Multi-Agents LLM Financial Trading Framework

Quality
80/100
Strong
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.

Adoption773 stars
Verified outcomes are shown on each skill page
24K stars
Verified outcomes are shown on each skill page
52K stars
Verified outcomes are shown on each skill page
88K stars
Verified outcomes are shown on each skill page
FreshnessJun 29, 2026Jul 17, 2026Jun 29, 2026Jun 22, 2026
Use-case fit
RAG and knowledgeWorkflow automationCoding agents
Browser automationGitHub automationCoding agents
Research agentsFinance and quantRAG and knowledge
RAG and knowledgeResearch agentsFinance and quant
Workflow fit
RAG knowledge baseContent growth agent
Browser QA agentContent growth agent
Research report agentRAG knowledge base
RAG knowledge baseResearch report agent
Platform hintsPython, Finance, Claude CodePython, Finance, Claude CodePython, Finance, Claude CodePython, Finance, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forRAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signalsBrowser automation workflows · Claude Code teams · teams that value GitHub adoption signalsResearch agents workflows · Claude Code teams · teams that value GitHub adoption signalsRAG and knowledge 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 reviewteams 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
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Install
$ npx skills add rush86999/atom
$ npx skills add plotly/dash
$ npx skills add ZhuLinsen/daily_stock_analysis
$ npx skills add TauricResearch/TradingAgents