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

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

Strongest overall

Txtai

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

Fastest prototype

Txtai

Best first install candidate based on install readiness and adoption.

Freshest repo

Examples

Most recent maintenance signal among this shortlist.

Signal	Swiss Army Llama A FastAPI service for semantic text search using precomputed embeddings and advanced similarity measures, with built-in support for various file types through textract.	FlagEmbedding Retrieval and Retrieval-augmented LLMs	Txtai 💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows	Examples Jupyter Notebooks to help you get hands-on with Pinecone vector databases
Quality	66/100 Promising	100/100 Excellent	100/100 Excellent	100/100 Excellent
Decision verdict	68/100 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.	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	1.1K stars 0 installs	12K stars 0 installs	13K stars 0 installs	3.0K stars 0 installs
Freshness	Feb 27, 2025	Apr 22, 2026	Jun 11, 2026	Jun 12, 2026
Use-case fit	RAG and knowledge Workflow automation Coding agents	RAG and knowledge Coding agents Browser automation	RAG and knowledge Coding agents Browser automation	RAG and knowledge Coding agents Workflow 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	Python, Semantic Search, Claude Code	Python, Embeddings, Claude Code	Python, Semantic Search, Claude Code	Jupyter Notebook, Semantic Search, Claude Code
Warnings	Repository looks stale · No OpenAgentSkill engagement data yet	No OpenAgentSkill engagement data yet	No major risk signals from current metadata	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	3 views 0 install copies	0 views 0 install copies
Install	`$ npx skills add Dicklesworthstone/swiss_army_llama`	`$ npx skills add FlagOpen/FlagEmbedding`	`$ npx skills add neuml/txtai`	`$ npx skills add pinecone-io/examples`