Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
opencv-bioimage-analysis
Prototype with this skill first; keep a fallback candidate ready.
Fastest prototype
opencv-bioimage-analysis
Best first install candidate based on install readiness and adoption.
Freshest repo
opencv-bioimage-analysis
Most recent maintenance signal among this shortlist.
| Signal | opencv-bioimage-analysis Computer vision for bio-image preprocessing, feature detection, real-time microscopy. Color conversion, morphology, contour/blob detection, template matching, optical flow on fluorescence/brightfield. 10-100× faster than pure Python via C++. Use scikit-image for scientific morphometry/regionprops; OpenCV for real-time, video, classical feature extraction. |
|---|---|
| Quality | 72/100 Strong |
| Decision verdict | 71/100 Prototype first Prototype with this skill first; keep a fallback candidate ready. |
| Adoption | 359 stars Verified outcomes are shown on each skill page |
| Freshness | Aug 29, 2026 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Claude Code |
| Warnings | No OpenAgentSkill engagement data yet |
| Best for |
Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
opencv-bioimage-analysis
Prototype with this skill first; keep a fallback candidate ready.
Fastest prototype
opencv-bioimage-analysis
Best first install candidate based on install readiness and adoption.
Freshest repo
opencv-bioimage-analysis
Most recent maintenance signal among this shortlist.
| Signal | opencv-bioimage-analysis Computer vision for bio-image preprocessing, feature detection, real-time microscopy. Color conversion, morphology, contour/blob detection, template matching, optical flow on fluorescence/brightfield. 10-100× faster than pure Python via C++. Use scikit-image for scientific morphometry/regionprops; OpenCV for real-time, video, classical feature extraction. |
|---|---|
| Quality | 72/100 Strong |
| Decision verdict | 71/100 Prototype first Prototype with this skill first; keep a fallback candidate ready. |
| Adoption | 359 stars Verified outcomes are shown on each skill page |
| Freshness | Aug 29, 2026 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Claude Code |
| Warnings | No OpenAgentSkill engagement data yet |
| Best for |
| Multimodal media workflows · Claude Code teams · builders willing to evaluate younger projects |
| Not ideal for | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 0 views 0 install copies |
| Install | $ npx skills add jaechang-hits/SciAgent-Skills --skill opencv-bioimage-analysis |
| Multimodal media workflows · Claude Code teams · builders willing to evaluate younger projects |
| Not ideal for | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 0 views 0 install copies |
| Install | $ npx skills add jaechang-hits/SciAgent-Skills --skill opencv-bioimage-analysis |