Star200+

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

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

Strongest overall

PageIndex

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

Fastest prototype

PageIndex

Best first install candidate based on install readiness and adoption.

Freshest repo

PageIndex

Most recent maintenance signal among this shortlist.

SignalGritlm

Generative Representational Instruction Tuning

FlagEmbedding

Retrieval and Retrieval-augmented LLMs

PageIndex

📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG

Txtai

💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows

Quality
59/100
Promising
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
61/100
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.

Adoption695 stars
0 installs
12K stars
0 installs
34K stars
0 installs
13K stars
0 installs
FreshnessJun 25, 2025Apr 22, 2026Jul 18, 2026Jun 22, 2026
Use-case fit
RAG and knowledgeCoding agentsBrowser automation
RAG and knowledgeCoding agentsBrowser automation
RAG and knowledgeCoding agentsBrowser automation
RAG and knowledgeCoding agentsBrowser automation
Workflow fit
RAG knowledge baseContent growth agent
RAG knowledge baseContent growth agent
RAG knowledge baseContent growth agent
RAG knowledge baseContent growth agent
Platform hintsJupyter Notebook, Embeddings, Claude CodePython, Embeddings, Claude CodePython, Vector Search, Claude CodePython, Semantic Search, Claude Code
WarningsRepository looks stale · No OpenAgentSkill engagement data yetNo major risk signals from current metadataNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forRAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signalsRAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signalsRAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signalsRAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal forteams that require actively maintained dependencies · production agents without a repository reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security review
OpenAgentSkill engagement0 views
0 install copies
5 views
0 install copies
0 views
0 install copies
0 views
0 install copies
Install
$ npx skills add ContextualAI/gritlm
$ npx skills add FlagOpen/FlagEmbedding
$ npx skills add VectifyAI/PageIndex
$ npx skills add neuml/txtai