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 | Rcssserver The RoboCup Soccer Simulator Server | Nautilus Trader Production-grade Rust-native trading engine with deterministic event-driven architecture | Soccerdata ⛏⚽ Scrape soccer data from Club Elo, ESPN, FBref, Football-Data.co.uk, Sofascore, SoFIFA, Understat and WhoScored. | Duckdb DuckDB is an analytical in-process SQL database management system |
|---|---|---|---|---|
| Quality | 61/100 Promising | 100/100 Excellent | 98/100 Excellent | 100/100 Excellent |
| Decision verdict | 51/100 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 | 159 stars Verified outcomes are shown on each skill page | 23K stars Verified outcomes are shown on each skill page | 1.8K stars |
| 39K stars Verified outcomes are shown on each skill page |
| Freshness | Dec 15, 2025 | Jun 14, 2026 | Jun 14, 2026 | Jun 20, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | C++, Sports Data, Claude Code | Rust, Sports Analytics, Claude Code | Python, Sports Data, Claude Code | C++, SQL, 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 · 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 | Database and SQL 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 rcsoccersim/rcssserver | $ npx skills add nautechsystems/nautilus_trader | $ npx skills add probberechts/soccerdata | $ npx skills add duckdb/duckdb |