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
Dash is the strongest overall pick here because it has a 100/100 readiness score and fits Browser automation.
Strongest overall
Dash
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Dash
Best first install candidate based on install readiness and adoption.
Freshest repo
Dash
Most recent maintenance signal among this shortlist.
| Signal | Dash Data Apps & Dashboards for Python. No JavaScript Required. | Vectorbt The backtesting engine that gives you an unfair advantage. Run thousands of trading ideas before others finish one. | 2026 AI College Jobs 2026 AI/ML internship & new graduate job list updated daily | Lightweight Charts Performant financial charts built with HTML5 canvas |
|---|---|---|---|---|
| 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 | 24K stars 0 installs | 7.9K stars 0 installs | 5.4K stars 0 installs | 16K stars 0 installs |
| Freshness | Jun 11, 2026 | Jun 10, 2026 | Jun 11, 2026 | Jun 10, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Python, Finance, Claude Code | Python, Finance, Claude Code | Quant, Claude Code | TypeScript, Finance, 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 | Browser automation workflows · Claude Code teams · teams that value GitHub adoption signals | Finance and quant workflows · Claude Code teams · teams that value GitHub adoption signals | GitHub automation workflows · Claude Code teams · teams that value GitHub adoption signals | Browser automation 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 plotly/dash | $ npx skills add polakowo/vectorbt | $ npx skills add speedyapply/2026-AI-College-Jobs | $ npx skills add tradingview/lightweight-charts |