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
Dtale is the strongest overall pick here because it has a 100/100 readiness score and fits Data analysis.
Strongest overall
Dtale
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Pandas AI
Best first install candidate based on install readiness and adoption.
Freshest repo
Dtale
Most recent maintenance signal among this shortlist.
| Signal | Tad A desktop application for viewing and analyzing tabular data | Pandas AI Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG. | Dtale Visualizer for pandas data structures | Danfojs Danfo.js is an open source, JavaScript library providing high performance, intuitive, and easy to use data structures for manipulating and processing structured data. |
|---|---|---|---|---|
| Quality | 76/100 Strong | 94/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 78/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption. | 96/100 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 | 3.5K stars 0 installs | 24K stars 0 installs | 5.2K stars 0 installs | 5.1K stars 0 installs |
| Freshness | Mar 5, 2025 | Oct 28, 2025 | May 29, 2026 | Apr 15, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | TypeScript, Data Analysis, Claude Code | Python, Data Analysis, Claude Code, OpenAI Agents | TypeScript, Data Analysis, Claude Code | TypeScript, Data Analysis, 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 | Data analysis workflows · Claude Code teams · teams that value GitHub adoption signals | Data analysis workflows · Claude Code teams · teams that value GitHub adoption signals | Data analysis workflows · Claude Code teams · teams that value GitHub adoption signals | Data analysis 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 antonycourtney/tad | $ npx skills add sinaptik-ai/pandas-ai | $ npx skills add man-group/dtale | $ npx skills add javascriptdata/danfojs |