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

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

Strongest overall

QuantLib

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

Fastest prototype

QuantLib

Best first install candidate based on install readiness and adoption.

Freshest repo

QuantLib

Most recent maintenance signal among this shortlist.

SignalRiskfolio Lib

Portfolio Optimization in Python

Skfolio

Python library for portfolio optimization built on top of scikit-learn

PyPortfolioOpt

Financial portfolio optimisation in python, including classical efficient frontier, Black-Litterman, Hierarchical Risk Parity

QuantLib

The QuantLib C++ library

Quality
100/100
Excellent
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
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.

100/100
Production-ready

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

Adoption4.3K stars
0 installs
2.0K stars
0 installs
5.8K stars
0 installs
7.2K stars
0 installs
FreshnessJun 3, 2026Jun 8, 2026Jun 8, 2026Jun 11, 2026
Use-case fit
Finance and quantRAG and knowledgeGitHub automation
RAG and knowledgeFinance and quantGitHub automation
Finance and quantRAG and knowledgeResearch agents
RAG and knowledgeCoding agentsResearch agents
Stack fit
RAG knowledge baseContent growth agent
RAG knowledge baseContent growth agent
RAG knowledge baseResearch report agent
RAG knowledge baseContent growth agent
Platform hintsC++, Finance, Claude CodePython, Finance, Claude CodeJupyter Notebook, Finance, Claude CodeC++, Finance, Claude Code
WarningsNo 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 signalsRAG and knowledge 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 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
0 views
0 install copies
0 views
0 install copies
0 views
0 install copies
Install
$ npx skills add dcajasn/Riskfolio-Lib
$ npx skills add skfolio/skfolio
$ npx skills add PyPortfolio/PyPortfolioOpt
$ npx skills add lballabio/QuantLib