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.

Add more skills

Decision summary

Oceanbase is the strongest overall pick here because it has a 100/100 readiness score and fits RAG and knowledge.

Strongest overall

Oceanbase

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

Fastest prototype

Oceanbase

Best first install candidate based on install readiness and adoption.

Freshest repo

Oceanbase

Most recent maintenance signal among this shortlist.

Signal	Write You A Vector Db A Vector Database Tutorial (over CMU-DB's BusTub system)	Server MariaDB server is a community developed fork of MySQL server. Started by core members of the original MySQL team, MariaDB actively works with outside developers to deliver the most featureful, stable, and sanely licensed open SQL server in the industry.	Oceanbase The Fastest Distributed Database for Transactional, Analytical, and AI Workloads.	Databend Data Agent Ready Warehouse : One for Analytics, Search, AI, Python Sandbox. — rebuilt from scratch. Unified architecture on your S3.
Quality	50/100 Needs review	100/100 Excellent	100/100 Excellent	100/100 Excellent
Decision verdict	52/100 Needs manual review Do a manual repository review before adding this to an agent workflow.	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	759 stars 0 installs	7.7K stars 0 installs	10K stars 0 installs	9.3K stars 0 installs
Freshness	Jan 19, 2025	Jun 15, 2026	Jun 16, 2026	Jun 15, 2026
Use-case fit	RAG and knowledge Coding agents Workflow automation	RAG and knowledge Sports analytics Database and SQL	RAG and knowledge Coding agents Browser automation	RAG and knowledge Coding agents Browser automation
Stack fit	RAG knowledge base Content growth agent	RAG knowledge base Content growth agent	RAG knowledge base Content growth agent	RAG knowledge base Content growth agent
Platform hints	C++, Vector Search, Claude Code	C++, Vector Search, Claude Code	C++, Vector Search, Claude Code	Rust, Vector Search, 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	RAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals	RAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals	RAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals	RAG and knowledge 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 skyzh/write-you-a-vector-db`	`$ npx skills add MariaDB/server`	`$ npx skills add oceanbase/oceanbase`	`$ npx skills add databendlabs/databend`