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
Cudf is the strongest overall pick here because it has a 100/100 readiness score and fits GitHub automation.
Strongest overall
Cudf
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Cudf
Best first install candidate based on install readiness and adoption.
Freshest repo
Cudf
Most recent maintenance signal among this shortlist.
| Signal | Blazingsql BlazingSQL is a lightweight, GPU accelerated, SQL engine for Python. Built on RAPIDS cuDF. | Cudf cuDF - GPU DataFrame Library | Sail Drop-in Apache Spark replacement written in Rust, unifying batch processing, stream processing, and compute-intensive AI workloads. | Heavydb HeavyDB (formerly MapD/OmniSciDB) |
|---|---|---|---|---|
| Quality | 73/100 Strong | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 75/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption. | 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 | 2.0K stars 0 installs | 9.7K stars 0 installs | 3.0K stars 0 installs | 3.1K stars 0 installs |
| Freshness | Sep 16, 2022 | Jun 16, 2026 | Jun 16, 2026 | Jun 15, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | C++, SQL, Claude Code | C++, Data Analysis, Claude Code | Rust, SQL, 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 | GitHub automation workflows · Claude Code teams · teams that value GitHub adoption signals | GitHub automation workflows · Claude Code teams · teams that value GitHub adoption signals | GitHub automation workflows · Claude Code teams · teams that value GitHub adoption signals | GitHub automation 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 BlazingDB/blazingsql | $ npx skills add rapidsai/cudf | $ npx skills add lakehq/sail | $ npx skills add heavyai/heavydb |