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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.

SignalOptlib

A library for financial options pricing written in Python.

TradingAgents

TradingAgents: Multi-Agents LLM Financial Trading Framework

FinancePy

A Python Finance Library that focuses on the pricing and risk-management of Financial Derivatives, including fixed-income, equity, FX and credit derivatives.

Sec Edgar Downloader

📈 Download filings from the SEC EDGAR database using Python

Quality
72/100
Strong
100/100
Excellent
100/100
Excellent
86/100
Excellent
Decision verdict
74/100
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.

97/100
Production-ready

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

Adoption1.6K stars
0 installs
86K stars
0 installs
3.0K stars
0 installs
703 stars
0 installs
FreshnessNov 18, 2022Jun 14, 2026May 26, 2026Jun 8, 2026
Use-case fit
Finance and quantGitHub automationCoding agents
RAG and knowledgeResearch agentsFinance and quant
Finance and quantGitHub automationCoding agents
Finance and quantGitHub automationCoding agents
Stack fit
Content growth agentCoding review agent
RAG knowledge baseResearch report agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Platform hintsPython, Finance, Claude CodePython, Finance, Claude CodeJupyter Notebook, Finance, Claude CodePython, 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 · 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 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
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Install
$ npx skills add dbrojas/optlib
$ npx skills add TauricResearch/TradingAgents
$ npx skills add domokane/FinancePy
$ npx skills add jadchaar/sec-edgar-downloader