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
Awpy
Most recent maintenance signal among this shortlist.
| Signal | Awpy Python library to parse, analyze and visualize Counter-Strike 2 data | 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 | 85/100 Excellent | 100/100 Excellent | 100/100 Excellent | 99/100 Excellent |
| Decision verdict | 96/100 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 | 581 stars 0 installs | 23K stars 0 installs | 3.3K stars 0 installs | 1.8K stars 0 installs |
| Freshness | Jun 16, 2026 | Jun 14, 2026 | May 26, 2026 | Jun 14, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Python, Sports Analytics, Claude Code | Rust, Sports Analytics, Claude Code | Sports Data, Claude Code | Python, Sports Data, 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 | Sports analytics workflows · Claude Code teams · teams that value GitHub adoption signals | 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 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 pnxenopoulos/awpy | $ npx skills add nautechsystems/nautilus_trader | $ npx skills add statsbomb/open-data | $ npx skills add probberechts/soccerdata |