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.

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Decision summary

OpenRefine is the strongest overall pick here because it has a 100/100 readiness score and fits GitHub automation.

Strongest overall

OpenRefine

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

Hamilton

Most recent maintenance signal among this shortlist.

Signal	DataCleaner The premier open source Data Quality solution	Pandas AI Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG.	OpenRefine OpenRefine is a free, open source power tool for working with messy data and improving it	Hamilton Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.
Quality	79/100 Strong	94/100 Excellent	100/100 Excellent	100/100 Excellent
Decision verdict	90/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack.	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	651 stars 0 installs	24K stars 0 installs	12K stars 0 installs	2.5K stars 0 installs
Freshness	May 6, 2026	Oct 28, 2025	Jun 12, 2026	Jun 14, 2026
Use-case fit	GitHub automation Data analysis Coding agents	Data analysis Workflow automation GitHub automation	GitHub automation Data analysis Coding agents	Data analysis Coding agents GitHub automation
Stack fit	Content growth agent Coding review agent	Content growth agent Coding review agent	Content growth agent Coding review agent	Coding review agent Content growth agent
Platform hints	Java, Data Analysis, Claude Code	Python, Data Analysis, Claude Code, OpenAI Agents	Java, Data Analysis, Claude Code	Jupyter Notebook, Data Analysis, Claude Code
Warnings	No OpenAgentSkill engagement data yet	No OpenAgentSkill engagement data yet	No OpenAgentSkill engagement data yet	No major risk signals from current metadata
Best for	GitHub automation workflows · Claude Code teams · teams that value GitHub adoption signals	Data analysis workflows · Claude Code teams · teams that value GitHub adoption signals	GitHub automation 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 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	2 views 0 install copies
Install	`$ npx skills add datacleaner/DataCleaner`	`$ npx skills add sinaptik-ai/pandas-ai`	`$ npx skills add OpenRefine/OpenRefine`	`$ npx skills add apache/hamilton`