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

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

Strongest overall

Freqtrade

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

Fastest prototype

Freqtrade

Best first install candidate based on install readiness and adoption.

Freshest repo

Nofx

Most recent maintenance signal among this shortlist.

SignalNotebooks

Analysis on systematic trading strategies (e.g., trend-following, carry and mean-reversion). The result is regularly updated.

FinRL

FinRL®: Financial Reinforcement Learning. 🔥

Freqtrade

Free, open source crypto trading bot

Nofx

Your AI trading terminal assistant for US stocks, commodities, forex, and crypto.

Quality
80/100
Strong
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
91/100
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.

Adoption725 stars
Verified outcomes are shown on each skill page
16K stars
Verified outcomes are shown on each skill page
52K stars
Verified outcomes are shown on each skill page
13K stars
Verified outcomes are shown on each skill page
FreshnessJun 14, 2026Jul 13, 2026Jun 17, 2026Jul 16, 2026
Use-case fit
Browser automationFinance and quantGitHub automation
Finance and quantGitHub automationCoding agents
Finance and quantGitHub automationCoding agents
Finance and quantCoding agentsRAG and knowledge
Workflow fit
Browser QA agentContent growth agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Platform hintsJupyter Notebook, Trading, Claude CodeJupyter Notebook, Trading, Claude CodePython, Trading, Claude CodeGo, Trading, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forBrowser automation 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 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
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Install
$ npx skills add rolling-panda-san/notebooks
$ npx skills add AI4Finance-Foundation/FinRL
$ npx skills add freqtrade/freqtrade
$ npx skills add NoFxAiOS/nofx