Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
Duckdb
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Duckdb
Best first install candidate based on install readiness and adoption.
Freshest repo
Duckdb
Most recent maintenance signal among this shortlist.
| Signal | Wrighteaglebase WrightEagle Base Code for RoboCup Soccer Simulation 2D | Soccerdata ⛏⚽ Scrape soccer data from Club Elo, ESPN, FBref, Football-Data.co.uk, Sofascore, SoFIFA, Understat and WhoScored. | Nautilus Trader Production-grade Rust-native trading engine with deterministic event-driven architecture | Duckdb DuckDB is an analytical in-process SQL database management system |
|---|---|---|---|---|
| Quality | 46/100 Needs review | 98/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 36/100 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 | 105 stars Verified outcomes are shown on each skill page | 1.8K stars Verified outcomes are shown on each skill page | 23K stars |
| 39K stars Verified outcomes are shown on each skill page |
| Freshness | Sep 19, 2022 | Jun 14, 2026 | Jun 14, 2026 | Jun 20, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | C++, Sports Data, Claude Code | Python, Sports Data, Claude Code | Rust, Sports Analytics, Claude Code | C++, SQL, 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 · builders willing to evaluate younger projects | 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 | Database and SQL 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 wrighteagle2d/wrighteaglebase | $ npx skills add probberechts/soccerdata | $ npx skills add nautechsystems/nautilus_trader | $ npx skills add duckdb/duckdb |