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

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

Strongest overall

Ccxt

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

Fastest prototype

Ccxt

Best first install candidate based on install readiness and adoption.

Freshest repo

Ccxt

Most recent maintenance signal among this shortlist.

SignalBlankly

🚀 💸 Easily build, backtest and deploy your algo in just a few lines of code. Trade stocks, cryptos, and forex across exchanges w/ one package.

Hummingbot

Open source software that helps you create and deploy high-frequency crypto trading bots

Ccxt

A cryptocurrency trading API with more than 100 exchanges in JavaScript / TypeScript / Python / C# / PHP / Go / Java

Vnpy

基于Python的开源量化交易平台开发框架

Quality
74/100
Strong
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
76/100
Strong shortlist

Shortlist this skill and compare it with close alternatives before production adoption.

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.

Adoption2.5K stars
Verified outcomes are shown on each skill page
19K stars
Verified outcomes are shown on each skill page
43K stars
Verified outcomes are shown on each skill page
42K stars
Verified outcomes are shown on each skill page
FreshnessDec 30, 2024Jul 17, 2026Jul 18, 2026May 17, 2026
Use-case fit
Finance and quantCoding agentsBrowser automation
Finance and quantCoding agentsRAG and knowledge
Finance and quantGitHub automationCoding agents
Finance and quantCoding agentsRAG and knowledge
Workflow fit
Coding review agentBrowser QA agent
Coding review agentContent growth agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Platform hintsPython, Crypto Trading, Claude CodePython, Crypto Trading, Claude CodePython, Crypto Trading, Claude CodePython, Quant, 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 · teams that value GitHub adoption signalsFinance and quant workflows · Claude Code teams · teams that value GitHub adoption signalsFinance and quant 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 blankly-finance/blankly
$ npx skills add hummingbot/hummingbot
$ npx skills add ccxt/ccxt
$ npx skills add vnpy/vnpy