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

Flask AppBuilder is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.

Strongest overall

Flask AppBuilder

Use this as a leading candidate, then validate the README and install path in your own agent stack.

Fastest prototype

Flask AppBuilder

Best first install candidate based on install readiness and adoption.

Freshest repo

Aioway

Most recent maintenance signal among this shortlist.

Signal	Aioway AI on the way. An auto deep learning pipe dream. An RDBMS approach to deep learning. Declarative, explainable, scalable, optimizable, easy to deploy, all that good stuff.	Flask AppBuilder Simple and rapid application development framework, built on top of Flask. includes detailed security, auto CRUD generation for your models, google charts and much more. Demo (login with guest/welcome) - http://flaskappbuilder.pythonanywhere.com/	Dataset Easy-to-use data handling for SQL data stores with support for implicit table creation, bulk loading, and transactions.	Alembic A database migrations tool for SQLAlchemy.
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	1.8K stars 0 installs	5.0K stars 0 installs	4.9K stars 0 installs	4.2K stars 0 installs
Freshness	Jun 16, 2026	Jun 5, 2026	Apr 12, 2026	May 31, 2026
Use-case fit	RAG and knowledge Coding agents Research agents	Coding agents RAG and knowledge Browser automation	GitHub automation Coding agents RAG and knowledge	Database and SQL Coding agents RAG and knowledge
Stack fit	RAG knowledge base Content growth agent	Content growth agent Coding review agent	Content growth agent Coding review agent	Content growth agent Coding review agent
Platform hints	Python, SQL, Claude Code	Python, SQL, Claude Code	Python, SQL, Claude Code	Python, SQL, 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	RAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals	Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals	GitHub automation workflows · Claude Code teams · teams that value GitHub adoption signals	Database and SQL 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 rentruewang/aioway`	`$ npx skills add dpgaspar/Flask-AppBuilder`	`$ npx skills add pudo/dataset`	`$ npx skills add sqlalchemy/alembic`