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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

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.

SignalAmpyfin

End-to-end ensemble trading framework that trains, backtests, and promotes validated strategies to live execution.

Freqtrade

Free, open source crypto trading bot

Abu

阿布量化交易系统(股票，期权，期货，比特币，机器学习) 基于python的开源量化交易，量化投资架构

Backtesting.Py

🔎 📈 🐍 💰 Backtest trading strategies in Python.

Quality
66/100
Promising
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
56/100
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.

Adoption428 stars
0 installs
52K stars
0 installs
17K stars
0 installs
8.5K stars
0 installs
FreshnessOct 27, 2025Jun 16, 2026Jan 24, 2026Dec 20, 2025
Use-case fit
Finance and quantCoding agentsRAG and knowledge
Finance and quantGitHub automationCoding agents
Finance and quantCoding agentsRAG and knowledge
Finance and quantCoding agentsGitHub automation
Stack fit
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Coding review agentContent growth agent
Platform hintsPython, Trading, Claude CodePython, 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 forFinance and quant workflows · Claude Code teams · builders willing to evaluate younger projectsFinance 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 AmpyFin/ampyfin
$ npx skills add freqtrade/freqtrade
$ npx skills add bbfamily/abu
$ npx skills add kernc/backtesting.py