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

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

Strongest overall

LEANN

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

Fastest prototype

LEANN

Best first install candidate based on install readiness and adoption.

Freshest repo

LEANN

Most recent maintenance signal among this shortlist.

Signal	Dot Text-To-Speech, RAG, and LLMs. All local!	LEANN [MLsys2026]: RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.	LEANN [MLsys2026]: RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.	RAG Cookbooks This repository contains various advanced techniques for Retrieval-Augmented Generation (RAG) systems.
Quality	73/100 Strong	100/100 Excellent	100/100 Excellent	74/100 Strong
Decision verdict	75/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption.	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.	76/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption.
Adoption	1.9K stars 0 installs	12K stars 0 installs	12K stars 0 installs	2.5K stars 0 installs
Freshness	Dec 9, 2024	Jun 7, 2026	Jun 9, 2026	Feb 17, 2025
Use-case fit	RAG and knowledge Coding agents Workflow automation	Local desktop Coding agents RAG and knowledge	RAG and knowledge Local desktop Coding agents	Coding agents RAG and knowledge GitHub automation
Stack fit	RAG knowledge base Content growth agent	Coding review agent RAG knowledge base	RAG knowledge base Content growth agent	Coding review agent RAG knowledge base
Platform hints	JavaScript, RAG, Claude Code, LangChain	Python, RAG, Claude Code, OpenAI Agents, LangChain	Python, RAG, Claude Code, OpenAI Agents, LangChain	Jupyter Notebook, RAG, Claude Code, OpenAI Agents, LangChain
Warnings	Repository looks stale · No OpenAgentSkill engagement data yet	No major risk signals from current metadata	No OpenAgentSkill engagement data yet	Repository looks stale · No OpenAgentSkill engagement data yet
Best for	RAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals	Local desktop workflows · Claude Code teams · teams that value GitHub adoption signals	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
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 require actively maintained dependencies · production agents without a repository review
OpenAgentSkill engagement	0 views 0 install copies	1 views 0 install copies	0 views 0 install copies	0 views 0 install copies
Install	`$ npx skills add alexpinel/Dot`	`$ npx skills add yichuan-w/LEANN`	`$ npx skills add StarTrail-org/LEANN`	`$ npx skills add athina-ai/rag-cookbooks`