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
Matplotlib is the strongest overall pick here because it has a 100/100 readiness score and fits GitHub automation.
Strongest overall
Matplotlib
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Matplotlib
Best first install candidate based on install readiness and adoption.
Freshest repo
Matplotlib
Most recent maintenance signal among this shortlist.
| Signal | MultiQC Aggregate results from bioinformatics analyses across many samples into a single report. | Matplotlib matplotlib: plotting with Python | Perspective A data visualization and analytics component, especially well-suited for large and/or streaming datasets. | Deck.Gl WebGL2 powered visualization framework |
|---|---|---|---|---|
| Quality | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 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. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 1.5K stars 0 installs | 23K stars 0 installs | 11K stars 0 installs | 14K stars 0 installs |
| Freshness | Jun 10, 2026 | Jun 16, 2026 | Jun 5, 2026 | Jun 16, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | JavaScript, Data Visualization, Claude Code | Python, Data Visualization, Claude Code | C++, Data Visualization, Claude Code | TypeScript, Data Visualization, 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 | Data analysis 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 | Coding agents 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 MultiQC/MultiQC | $ npx skills add matplotlib/matplotlib | $ npx skills add perspective-dev/perspective | $ npx skills add visgl/deck.gl |