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.

Add more skills

Decision summary

Vnpy is the strongest overall pick here because it has a 100/100 readiness score and fits Finance and quant.

Strongest overall

Vnpy

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

Fastest prototype

Vnpy

Best first install candidate based on install readiness and adoption.

Freshest repo

StockSharp

Most recent maintenance signal among this shortlist.

SignalFriartuck

Live Quant Trading Framework for Robinhood, using IEX Trading and AlphaVantage for Free Prices.

Vnpy

基于Python的开源量化交易平台开发框架

Turbovec

A vector index built on TurboQuant, written in Rust with Python bindings

StockSharp

Algorithmic trading and quantitative trading open source platform to develop trading robots (stock markets, forex, crypto, bitcoins, and options).

Quality
48/100
Needs review
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
38/100
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.

100/100
Production-ready

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

Adoption153 stars
Verified outcomes are shown on each skill page
42K stars
Verified outcomes are shown on each skill page
13K stars
Verified outcomes are shown on each skill page
10K stars
Verified outcomes are shown on each skill page
FreshnessJan 13, 2023May 17, 2026Jun 10, 2026Jun 13, 2026
Use-case fit
Finance and quantCoding agentsGitHub automation
Finance and quantCoding agentsRAG and knowledge
RAG and knowledgeCoding agentsBrowser automation
Finance and quantResearch agentsCoding agents
Workflow fit
Coding review agentContent growth agent
Content growth agentCoding review agent
RAG knowledge baseContent growth agent
Research report agentCoding review agent
Platform hintsPython, Quant, Claude CodePython, Quant, Claude CodePython, Quant, Claude CodeC#, Finance, Claude Code
WarningsRepository looks stale · No OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forFinance and quant workflows · Claude Code teams · builders willing to evaluate younger projectsFinance 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 require actively maintained dependencies · production agents without a repository 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
0 views
0 install copies
0 views
0 install copies
0 views
0 install copies
Install
$ npx skills add codesociety/friartuck
$ npx skills add vnpy/vnpy
$ npx skills add RyanCodrai/turbovec
$ npx skills add StockSharp/StockSharp