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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.

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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.

SignalNBA AI

Using AI to predict the outcomes of NBA games.

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
72/100
Strong
100/100
Excellent
99/100
Excellent
99/100
Excellent
Decision verdict
71/100
Prototype first

Prototype with this skill first; keep a fallback candidate ready.

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.

Adoption112 stars
0 installs
23K stars
0 installs
3.3K stars
0 installs
1.8K stars
0 installs
FreshnessApr 14, 2026Jun 14, 2026May 26, 2026Jun 14, 2026
Use-case fit
Sports analyticsGitHub automationCoding agents
Finance and quantSports analyticsGitHub automation
Sports analyticsCoding agentsRAG and knowledge
Sports analyticsCoding agentsRAG and knowledge
Stack fit
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Platform hintsPython, Sports Analytics, Claude CodeRust, Sports Analytics, Claude CodeSports Data, Claude CodePython, Sports Data, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forSports analytics workflows · Claude Code teams · builders willing to evaluate younger projectsFinance and quant workflows · Claude Code teams · teams that value GitHub adoption signalsSports analytics workflows · Claude Code teams · teams that value GitHub adoption signalsSports analytics workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal forteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security review
OpenAgentSkill engagement0 views
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Install
$ npx skills add NBA-Betting/NBA_AI
$ npx skills add nautechsystems/nautilus_trader
$ npx skills add statsbomb/open-data
$ npx skills add probberechts/soccerdata