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.
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.
| Signal | Algo Trader Trading bot with support for realtime trading, backtesting, custom strategies and much more. | Freqtrade Free, open source crypto trading bot | Freqtrade Strategies Free trading strategies for Freqtrade bot | Backtesting.Py 🔎 📈 🐍 💰 Backtest trading strategies in Python. |
|---|---|---|---|---|
| Quality | 56/100 Promising | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 58/100 Prototype first Prototype with this skill first; keep a fallback candidate ready. | 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. |
| Adoption | 869 stars 0 installs | 52K stars 0 installs | 5.2K stars 0 installs | 8.5K stars 0 installs |
| Freshness | Nov 20, 2023 | Jun 16, 2026 | May 5, 2026 | Dec 20, 2025 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Python, Trading, Claude Code | Python, Trading, Claude Code | Python, Freqtrade, Claude Code | Python, Trading, Claude Code |
| Warnings | Repository looks stale · No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | Finance and quant workflows · Claude Code teams · teams that value GitHub adoption signals | Finance and quant workflows · Claude Code teams · teams that value GitHub adoption signals | Finance and quant workflows · Claude Code teams · teams that value GitHub adoption signals | Finance and quant workflows · Claude Code teams · teams that value GitHub adoption signals |
| Not ideal for | teams that require actively maintained dependencies · production agents without a repository review | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add idanya/algo-trader | $ npx skills add freqtrade/freqtrade | $ npx skills add freqtrade/freqtrade-strategies | $ npx skills add kernc/backtesting.py |