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

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

Strongest overall

Anything Llm

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

Fastest prototype

Anything Llm

Best first install candidate based on install readiness and adoption.

Freshest repo

Anything Llm

Most recent maintenance signal among this shortlist.

SignalEdge Veda

On-device AI SDK for Flutter — LLM inference, vision, STT, TTS, image generation, embeddings, RAG, and function calling. Metal GPU on iOS/macOS.

Seatunnel

SeaTunnel is a multimodal, high-performance, distributed, massive data integration tool.

Anything Llm

Stop renting your intelligence. Own it with AnythingLLM. Everything you need for a powerful local-first agent experience

LightRAG

[EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"

Quality
71/100
Strong
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
70/100
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.

Adoption87 stars
Verified outcomes are shown on each skill page
9.4K stars
Verified outcomes are shown on each skill page
63K stars
Verified outcomes are shown on each skill page
37K stars
Verified outcomes are shown on each skill page
FreshnessJun 23, 2026Jun 16, 2026Jul 13, 2026Jun 18, 2026
Use-case fit
Workflow fit
Platform hintsDart, Embeddings, Claude CodeJava, Embeddings, Claude CodeJavaScript, Vector Search, Claude CodePython, Knowledge Graph, Claude Code, OpenAI Agents
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forRAG and knowledge workflows · Claude Code teams · builders willing to evaluate younger projectsRAG 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 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 reviewteams that need a vendor-supported SLA · high-compliance environments without internal security review
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Install
$ npx skills add ramanujammv1988/edge-veda
$ npx skills add apache/seatunnel
$ npx skills add Mintplex-Labs/anything-llm
$ npx skills add HKUDS/LightRAG