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
Nautilus Trader is the strongest overall pick here because it has a 100/100 readiness score and fits Finance and quant.
Strongest overall
Nautilus Trader
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Nautilus Trader
Best first install candidate based on install readiness and adoption.
Freshest repo
Nautilus Trader
Most recent maintenance signal among this shortlist.
| Signal | Soccer Ggplots Soccer/football analytics blog posts & data viz from the World Cup, Premier League, Copa America, and beyond. Using ggplot2, ggsoccer, & more. (Est. June 2018) ****Please look at the README for best version of the code!**** | Nautilus Trader Production-grade Rust-native trading engine with deterministic event-driven architecture | Open Data Free football data from StatsBomb | Soccerdata ⛏⚽ Scrape soccer data from Club Elo, ESPN, FBref, Football-Data.co.uk, Sofascore, SoFIFA, Understat and WhoScored. |
|---|---|---|---|---|
| Quality | 49/100 Needs review | 100/100 Excellent | 100/100 Excellent | 99/100 Excellent |
| Decision verdict | 39/100 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 | 173 stars 0 installs | 23K stars 0 installs | 3.3K stars 0 installs | 1.8K stars 0 installs |
| Freshness | Jun 2, 2024 | Jun 14, 2026 | May 26, 2026 | Jun 14, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | R, Sports Data, Claude Code | Rust, Sports Analytics, Claude Code | Sports Data, Claude Code | Python, Sports Data, 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 | Sports analytics workflows · Claude Code teams · builders willing to evaluate younger projects | Finance and quant workflows · Claude Code teams · teams that value GitHub adoption signals | Sports analytics workflows · Claude Code teams · teams that value GitHub adoption signals | Sports analytics 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 Ryo-N7/soccer_ggplots | $ npx skills add nautechsystems/nautilus_trader | $ npx skills add statsbomb/open-data | $ npx skills add probberechts/soccerdata |