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

Umi OCR is the strongest overall pick here because it has a 100/100 readiness score and fits Document processing.

Strongest overall

Umi OCR

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

Fastest prototype

Umi OCR

Best first install candidate based on install readiness and adoption.

Freshest repo

Normcap

Most recent maintenance signal among this shortlist.

Signal	Textshot Python tool for grabbing text via screenshot	Umi OCR OCR software, free and offline. 开源、免费的离线OCR软件。支持截屏/批量导入图片，PDF文档识别，排除水印/页眉页脚，扫描/生成二维码。内置多国语言库。	TrWebOCR 开源易用的中文离线OCR，识别率媲美大厂，并且提供了易用的web页面及web的接口，方便人类日常工作使用或者其他程序来调用~	Normcap OCR powered screen-capture tool to capture information instead of images
Quality	73/100 Strong	100/100 Excellent	75/100 Strong	100/100 Excellent
Decision verdict	75/100 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.	77/100 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.
Adoption	1.8K stars 0 installs	45K stars 0 installs	2.9K stars 0 installs	2.6K stars 0 installs
Freshness	Dec 20, 2024	Nov 20, 2025	Jun 14, 2023	May 19, 2026
Use-case fit	Document processing Coding agents RAG and knowledge	Document processing RAG and knowledge Coding agents	Document processing Coding agents RAG and knowledge	Document processing Coding agents RAG and knowledge
Stack fit	Content growth agent Coding review agent	RAG knowledge base Content growth agent	Content growth agent Web data pipeline	Coding review agent RAG knowledge base
Platform hints	Python, OCR, Claude Code	Python, OCR, Claude Code	Python, OCR, Claude Code	Python, OCR, Claude Code
Warnings	Repository looks stale · No OpenAgentSkill engagement data yet	No OpenAgentSkill engagement data yet	Repository looks stale · No OpenAgentSkill engagement data yet	No OpenAgentSkill engagement data yet
Best for	Document processing workflows · Claude Code teams · teams that value GitHub adoption signals	Document processing workflows · Claude Code teams · teams that value GitHub adoption signals	Document processing workflows · Claude Code teams · teams that value GitHub adoption signals	Document processing 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 require actively maintained dependencies · production agents without a repository 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 ianzhao/textshot`	`$ npx skills add hiroi-sora/Umi-OCR`	`$ npx skills add alisen39/TrWebOCR`	`$ npx skills add dynobo/normcap`