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

Awesome Llm Apps is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.

Strongest overall

Awesome Llm Apps

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

Fastest prototype

Awesome Llm Apps

Best first install candidate based on install readiness and adoption.

Freshest repo

MediaCrawler

Most recent maintenance signal among this shortlist.

Signal	MediaCrawler 小红书笔记 \| 评论爬虫、抖音视频 \| 评论爬虫、快手视频 \| 评论爬虫、B站视频 \| 评论爬虫、微博帖子 \| 评论爬虫、百度贴吧帖子 \| 知乎问答文章 \| 评论爬虫。支持多平台社交媒体内容抓取，提供完整的数据采集解决方案。	Awesome Llm Apps 100+ AI Agent & RAG apps you can actually run — clone, customize, ship.	Hello Agents 📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程	Llm App Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs, and more.
Quality	100/100 Excellent	100/100 Excellent	100/100 Excellent	100/100 Excellent
Decision verdict	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.	100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack.
Adoption	56K stars 0 installs	114K stars 0 installs	59K stars 0 installs	59K stars 0 installs
Freshness	Jul 1, 2026	Jun 13, 2026	Jun 11, 2026	Jun 10, 2026
Use-case fit	Web scraping Coding agents GitHub automation	Coding agents RAG and knowledge Sports analytics	Coding agents RAG and knowledge Sports analytics	RAG and knowledge Local desktop Coding agents
Stack fit	Web data pipeline Coding review agent	Coding review agent RAG knowledge base	Coding review agent RAG knowledge base	RAG knowledge base Coding review agent
Platform hints	python	Python, RAG, Claude Code	Python, RAG, Claude Code	Jupyter Notebook, RAG, Claude Code
Warnings	No OpenAgentSkill engagement data yet	No OpenAgentSkill engagement data yet	No OpenAgentSkill engagement data yet	No OpenAgentSkill engagement data yet
Best for	Web scraping workflows · general agent builders · teams that value GitHub adoption signals	Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals	Coding agents 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 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	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	0 views 0 install copies	0 views 0 install copies
Install	`$ npx skills add NanmiCoder/MediaCrawler`	`$ npx skills add Shubhamsaboo/awesome-llm-apps`	`$ npx skills add datawhalechina/hello-agents`	`$ npx skills add pathwaycom/llm-app`