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.

Decision summary

Strongest overall

DeepResearch

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

Fastest prototype

DeepResearch

Best first install candidate based on install readiness and adoption.

Freshest repo

Deep Research

Most recent maintenance signal among this shortlist.

Signal	Auto Deep Research "Your Fully-Automated Personal AI Assistant"	DeepResearch Tongyi Deep Research, the Leading Open-source Deep Research Agent	Deep Research An AI-powered research assistant that performs iterative, deep research on any topic by combining search engines, web scraping, and large language models. The goal of this repo is to provide the simplest implementation of a deep research agent - e.g. an agent that can refine its research direction overtime and deep dive into a topic.	ChatPaper Use ChatGPT to summarize the arXiv papers. 全流程加速科研，利用chatgpt进行论文全文总结+专业翻译+润色+审稿+审稿回复
Quality	80/100 Strong	100/100 Excellent	100/100 Excellent	97/100 Excellent
Decision verdict	82/100 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.	100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack.	99/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack.
Adoption	1.6K stars Verified outcomes are shown on each skill page	20K stars Verified outcomes are shown on each skill page	19K stars