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
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 Arbitrage Bot Solana Arbitrage Bot on pump.fun, Meteora, Raydium and Orca using Jito bundling, RPC and gRPC. Solana Arbitrage Bot Solana Arbitrage Bot Solana Arbitrage Bot Solana Arbitrage Bot Solana Arbitrage Bot Solana Arbitrage Bot Solana Arbitrage Bot Solana Arbitrage Bot Solana Arbitrage Bot Solana Arbitrage Bot Solana Arbitrage Bot Arbit Open to contribute | Solana Arbitrage Bot https://t.me/githubx89 Solana Arbitrage Bot Solana Arbitrage Bot Solana Arbitrage Bot Solana Arbitrage Bot Solana Arbitrage Bot Solana Arbitrage Bot Solana Arbitrage Bot Solana Arbitrage Bot Solana Arbitrage Bot Solana Arbitrage Bot Solana Arbitrage Bot Solana Arbitrage Bot Solana Arbitrage Bot | 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 | 78/100 Strong | 96/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 89/100 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. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 510 stars 0 installs | 1.2K stars 0 installs | 43K stars 0 installs | 19K stars 0 installs |
| Freshness | Mar 17, 2026 | May 8, 2026 | Jun 14, 2026 | Jun 12, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | TypeScript, Trading, Claude Code | Rust, Trading, Claude Code | Python, Crypto Trading, Claude Code | Python, Crypto Trading, Claude Code |
| Warnings | 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 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 | 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 WSOL12/Solana-Arbitrage-Bot | $ npx skills add x89/Solana-Arbitrage-Bot | $ npx skills add ccxt/ccxt | $ npx skills add hummingbot/hummingbot |