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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.

Add more skills

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

Machine Learning For Trading

Most recent maintenance signal among this shortlist.

SignalDCF

Basic Discounted Cash Flow library written in Python. Automatically fetches relevant financial documents for chosen company and calculates DCF based on specified parameters.

Vnpy

基于Python的开源量化交易平台开发框架

Machine Learning For Trading

Code for Machine Learning for Algorithmic Trading, 2nd edition.

TradingAgents

TradingAgents: Multi-Agents LLM Financial Trading Framework

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.

Adoption488 stars
0 installs
42K stars
0 installs
19K stars
0 installs
88K stars
0 installs
FreshnessAug 23, 2023May 17, 2026Jun 23, 2026Jun 22, 2026
Use-case fit
GitHub automationCoding agentsRAG and knowledge
Finance and quantCoding agentsRAG and knowledge
Coding agentsGitHub automationRAG and knowledge
RAG and knowledgeResearch agentsFinance and quant
Stack fit
Content growth agentCoding review agent
Content growth agentCoding review agent
Coding review agentContent growth agent
RAG knowledge baseResearch report agent
Platform hintsPython, Finance, Claude CodePython, Quant, 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 forGitHub automation workflows · Claude Code teams · builders willing to evaluate younger projectsFinance and quant workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents 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 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
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Install
$ npx skills add halessi/DCF
$ npx skills add vnpy/vnpy
$ npx skills add stefan-jansen/machine-learning-for-trading
$ npx skills add TauricResearch/TradingAgents