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

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

Strongest overall

Omnibox

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

Fastest prototype

Omnibox

Best first install candidate based on install readiness and adoption.

Freshest repo

HiRAG

Most recent maintenance signal among this shortlist.

Signal	Byaldi Use late-interaction multi-modal models such as ColPali in just a few lines of code.	RAG Retrieval Unify Efficient Fine-tuning of RAG Retrieval, including Embedding, ColBERT, ReRanker.	HiRAG [EMNLP'25 findings] This is the official repo for the paper, HiRAG: Retrieval-Augmented Generation with Hierarchical Knowledge.	Omnibox Collect, organize, use, and share, all in OmniBox.
Quality	56/100 Promising	100/100 Excellent	85/100 Excellent	100/100 Excellent
Decision verdict	58/100 Prototype first Prototype with this skill first; keep a fallback candidate ready.	100/100 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.
Adoption	850 stars 0 installs	1.1K stars 0 installs	547 stars 0 installs	1.4K stars 0 installs
Freshness	Jan 28, 2025	May 24, 2026	Jun 13, 2026	Jun 9, 2026
Use-case fit	RAG and knowledge Coding agents Workflow automation	RAG and knowledge Sports analytics GitHub automation	RAG and knowledge GitHub automation Coding agents	RAG and knowledge Coding agents Workflow automation
Stack fit	RAG knowledge base Coding review agent	RAG knowledge base Content growth agent	RAG knowledge base Content growth agent	RAG knowledge base Content growth agent
Platform hints	Python, RAG, Claude Code	Python, RAG, Claude Code	Python, RAG, Claude Code	Python, RAG, Claude Code
Warnings	Repository looks stale · No OpenAgentSkill engagement data yet	No major risk signals from current metadata	No OpenAgentSkill engagement data yet	No major risk signals from current metadata
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	2 views 0 install copies	0 views 0 install copies	1 views 0 install copies
Install	`$ npx skills add AnswerDotAI/byaldi`	`$ npx skills add NovaSearch-Team/RAG-Retrieval`	`$ npx skills add hhy-huang/HiRAG`	`$ npx skills add import-ai/omnibox`