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

TradingAgents

Most recent maintenance signal among this shortlist.

SignalPumpfun Bonkfun Bot

A fully functional pump.fun / letsbonk.fun trading and sniping bot not relying on any 3rd party APIs

Freqtrade

Free, open source crypto trading bot

TradingAgents

TradingAgents: Multi-Agents LLM Financial Trading Framework

Vnpy

基于Python的开源量化交易平台开发框架

Quality
84/100
Strong
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
95/100
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.

Adoption956 stars
0 installs
52K stars
0 installs
88K stars
0 installs
42K stars
0 installs
FreshnessMay 19, 2026Jun 17, 2026Jun 22, 2026May 17, 2026
Use-case fit
Coding agentsRAG and knowledgeWorkflow automation
Finance and quantGitHub automationCoding agents
RAG and knowledgeResearch agentsFinance and quant
Finance and quantCoding agentsRAG and knowledge
Workflow fit
Content growth agentCoding review agent
Content growth agentCoding review agent
RAG knowledge baseResearch report agent
Content growth agentCoding review agent
Platform hintsPython, Trading, Claude CodePython, Trading, Claude CodePython, Finance, Claude CodePython, Quant, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo major risk signals from current metadataNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forCoding agents workflows · Claude Code teams · teams that value GitHub adoption signalsFinance and quant workflows · Claude Code teams · teams that value GitHub adoption signalsRAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signalsFinance and quant 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
0 install copies
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2 install copies
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0 install copies
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0 install copies
Install
$ npx skills add chainstacklabs/pumpfun-bonkfun-bot
$ npx skills add freqtrade/freqtrade
$ npx skills add TauricResearch/TradingAgents
$ npx skills add vnpy/vnpy