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
Ccxt is the strongest overall pick here because it has a 100/100 readiness score and fits Finance and quant.
Strongest overall
Ccxt
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Ccxt
Best first install candidate based on install readiness and adoption.
Freshest repo
Ccxt
Most recent maintenance signal among this shortlist.
| Signal | Solana Jupiter Bot ARB Protocol | Automated Arbitrage Bot Using Jupiter | Lean Lean Algorithmic Trading Engine by QuantConnect (Python, C#) | Ccxt A cryptocurrency trading API with more than 100 exchanges in JavaScript / TypeScript / Python / C# / PHP / Go / Java | Hummingbot Open source software that helps you create and deploy high-frequency crypto trading bots |
|---|---|---|---|---|
| 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. |
| Adoption | 789 stars 0 installs | 20K stars 0 installs | 43K stars 0 installs | 19K stars 0 installs |
| Freshness | Feb 14, 2024 | Jun 26, 2026 | Jul 18, 2026 | Jul 17, 2026 |
| Use-case fit | ||||
| Workflow fit | ||||
| Platform hints | JavaScript, Trading Bot, Claude Code | C#, Trading Bot, Claude Code | Python, Crypto Trading, Claude Code | Python, Crypto 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 | Coding agents 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 ARBProtocol/solana-jupiter-bot | $ npx skills add QuantConnect/Lean | $ npx skills add ccxt/ccxt | $ npx skills add hummingbot/hummingbot |