Skill comparison
Compare agent skills before installing.
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
Lean
Most recent maintenance signal among this shortlist.
| Signal | Bitcoin Arbitrage Trading Bot Trading bot which exploits price-spreads between cryptocurrency exchanges :mag::money_with_wings: | Lean Lean Algorithmic Trading Engine by QuantConnect (Python, C#) | Freqtrade Free, open source crypto trading bot | Gs Quant Python toolkit for quantitative finance |
|---|---|---|---|---|
| Quality | 51/100 Needs review | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 41/100 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. |
| Adoption | 274 stars 0 installs | 20K stars 0 installs | 52K stars 0 installs | 11K stars 0 installs |
| Freshness | Mar 5, 2025 | Jun 26, 2026 | Jun 17, 2026 | Jun 25, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | JavaScript, Trading Bot, Claude Code | C#, Trading Bot, Claude Code | Python, Trading, Claude Code | Python, Risk Management, 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 · builders willing to evaluate younger projects | 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 mammuth/bitcoin-arbitrage-trading-bot | $ npx skills add QuantConnect/Lean | $ npx skills add freqtrade/freqtrade | $ npx skills add goldmansachs/gs-quant |