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

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

Strongest overall

Controllable RAG Agent

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

Fastest prototype

Controllable RAG Agent

Best first install candidate based on install readiness and adoption.

Freshest repo

Controllable RAG Agent

Most recent maintenance signal among this shortlist.

Signal	Chatd Chat with your documents using local AI	RAG From Scratch Demystify RAG by building it from scratch. Local LLMs, no black boxes - real understanding of embeddings, vector search, retrieval, and context-augmented generation.	AnglE Train and Infer Powerful Sentence Embeddings with AnglE \| 🔥 SOTA on STS and MTEB Leaderboard	Controllable RAG Agent This repository provides an advanced Retrieval-Augmented Generation (RAG) solution for complex question answering. It uses sophisticated graph based algorithm to handle the tasks.
Quality	71/100 Strong	93/100 Excellent	79/100 Strong	100/100 Excellent
Decision verdict	73/100 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.	90/100 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	1.5K stars 0 installs	571 stars 0 installs	1.6K stars 0 installs
Freshness	Jul 6, 2024	Mar 11, 2026	Mar 22, 2026	Jun 4, 2026
Use-case fit	RAG and knowledge Local desktop 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 Coding review agent
Platform hints	JavaScript, RAG, Claude Code	JavaScript, RAG, Claude Code	Python, RAG, Claude Code	Jupyter Notebook, RAG, Claude Code, LangChain
Warnings	Repository looks stale · No OpenAgentSkill engagement data yet	No major risk signals from current metadata	No OpenAgentSkill engagement data yet	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	1 views 0 install copies	0 views 0 install copies	0 views 0 install copies
Install	`$ npx skills add BruceMacD/chatd`	`$ npx skills add pguso/rag-from-scratch`	`$ npx skills add SeanLee97/AnglE`	`$ npx skills add NirDiamant/Controllable-RAG-Agent`