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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

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

Freqtrade

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. 🔥

Optopsy

A nimble options research and backtesting library for Python

Freqtrade

Free, open source crypto trading bot

Quality
86/100
Excellent
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
97/100
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
0 installs
15K stars
0 installs
1.4K stars
0 installs
52K stars
0 installs
FreshnessJun 14, 2026May 25, 2026Jun 4, 2026Jun 17, 2026
Use-case fit
Browser automationFinance and quantGitHub automation
Finance and quantGitHub automationCoding agents
Finance and quantCoding agentsRAG and knowledge
Finance and quantGitHub automationCoding agents
Stack fit
Browser QA agentContent growth agent
Content growth agentCoding review agent
Coding review agentRAG knowledge base
Content growth agentCoding review agent
Platform hintsJupyter Notebook, Trading, Claude CodeJupyter Notebook, Trading, Claude CodePython, Trading, Claude CodePython, 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
OpenAgentSkill engagement0 views
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Install
$ npx skills add rolling-panda-san/notebooks
$ npx skills add AI4Finance-Foundation/FinRL
$ npx skills add goldspanlabs/optopsy
$ npx skills add freqtrade/freqtrade