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

Freqtrade

Most recent maintenance signal among this shortlist.

SignalQuanttrader

Backtest and live trading in Python

Backtesting.Py

🔎 📈 🐍 💰 Backtest trading strategies in Python.

Freqtrade

Free, open source crypto trading bot

FinRL

FinRL®: Financial Reinforcement Learning. 🔥

Quality
55/100
Promising
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
57/100
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.

Adoption734 stars
0 installs
8.5K stars
0 installs
52K stars
0 installs
15K stars
0 installs
FreshnessJun 20, 2024Dec 20, 2025Jun 16, 2026May 25, 2026
Use-case fit
Stack fit
Platform hintsHTML, Trading, Claude CodePython, Trading, Claude CodePython, Trading, Claude CodeJupyter Notebook, Trading, 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 · 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 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 letianzj/quanttrader
$ npx skills add kernc/backtesting.py
$ npx skills add freqtrade/freqtrade
$ npx skills add AI4Finance-Foundation/FinRL