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

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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

Actual

Most recent maintenance signal among this shortlist.

SignalDeep RL Stocks

Reinforcement Learning for Stock Market Prediction

TradingAgents

TradingAgents: Multi-Agents LLM Financial Trading Framework

Actual

A local-first personal finance app

OpenBB

Financial data platform for analysts, quants and AI agents.

Quality
44/100
Needs review
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
34/100
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.

Adoption178 stars
Verified outcomes are shown on each skill page
88K stars
Verified outcomes are shown on each skill page
28K stars
Verified outcomes are shown on each skill page
70K stars
Verified outcomes are shown on each skill page
FreshnessMay 17, 2024Jun 22, 2026Aug 7, 2026Jun 21, 2026
Use-case fit
Finance and quantSports analyticsGitHub automation
RAG and knowledgeResearch agentsFinance and quant
Local desktopCoding agentsRAG and knowledge
Finance and quantRAG and knowledgeBrowser automation
Workflow fit
Content growth agentCoding review agent
RAG knowledge baseResearch report agent
Content growth agentCoding review agent
RAG knowledge baseBrowser QA agent
Platform hintsPython, Market Data, Claude CodePython, Finance, Claude CodeTypeScript, 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 · builders willing to evaluate younger projectsRAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signalsLocal desktop 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 austin-starks/Deep-RL-Stocks
$ npx skills add TauricResearch/TradingAgents
$ npx skills add actualbudget/actual
$ npx skills add OpenBB-finance/OpenBB