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
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
Deepdoctection
Most recent maintenance signal among this shortlist.
| Signal | Deepdoctection A Repo For Document AI | 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。 | Ddddocr 带带弟弟 通用验证码识别OCR pypi版 | Chandra OCR model that handles complex tables, forms, handwriting with full layout. |
|---|---|---|---|---|
| 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 | 3.2K stars 0 installs | 45K stars 0 installs | 14K stars 0 installs | 11K stars 0 installs |
| Freshness | Jun 12, 2026 | Nov 20, 2025 | Mar 10, 2026 | Apr 22, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Python, OCR, Claude Code | Python, OCR, Claude Code | Python, OCR, Claude Code | Python, OCR, 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 | 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 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 deepdoctection/deepdoctection | $ npx skills add hiroi-sora/Umi-OCR | $ npx skills add sml2h3/ddddocr | $ npx skills add datalab-to/chandra |