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

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

Strongest overall

Databend

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

Fastest prototype

Databend

Best first install candidate based on install readiness and adoption.

Freshest repo

Pixeltable

Most recent maintenance signal among this shortlist.

Signal	Postgresml Postgres with GPUs for ML/AI apps.	OpenMemory Local persistent memory store for LLM applications including claude desktop, github copilot, codex, antigravity, etc.	Databend Data Agent Ready Warehouse : One for Analytics, Search, AI, Python Sandbox. — rebuilt from scratch. Unified architecture on your S3.	Pixeltable Unified multimodal backend for AI data apps
Quality	92/100 Excellent	100/100 Excellent	100/100 Excellent	100/100 Excellent
Decision verdict	94/100 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	6.8K stars 0 installs	4.2K stars 0 installs	9.3K stars 0 installs	1.6K stars 0 installs
Freshness	Jul 1, 2025	May 29, 2026	Jun 15, 2026	Jun 18, 2026
Use-case fit	RAG and knowledge GitHub automation Coding agents	RAG and knowledge Local desktop Coding agents	RAG and knowledge Coding agents Browser automation	RAG and knowledge GitHub automation Coding agents
Stack fit	RAG knowledge base Content growth agent	RAG knowledge base Coding review agent	RAG knowledge base Content growth agent	RAG knowledge base Content growth agent
Platform hints	Rust, Vector Search, Claude Code	TypeScript, Vector Search, Claude Code, OpenAI Agents	Rust, Vector Search, Claude Code	Python, Vector Search, Claude Code
Warnings	No OpenAgentSkill engagement data yet	No major risk signals from current metadata	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 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	3 views 0 install copies	0 views 0 install copies	0 views 0 install copies
Install	`$ npx skills add postgresml/postgresml`	`$ npx skills add CaviraOSS/OpenMemory`	`$ npx skills add databendlabs/databend`	`$ npx skills add pixeltable/pixeltable`