Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
medical-imaging-review
Shortlist this skill and compare it with close alternatives before production adoption.
Fastest prototype
medical-imaging-review
Best first install candidate based on install readiness and adoption.
Freshest repo
medical-imaging-review
Most recent maintenance signal among this shortlist.
| Signal | medical-imaging-review Write comprehensive literature reviews for medical imaging AI research. Use when writing survey papers, systematic reviews, or literature analyses on topics like segmentation, detection, classification in CT, MRI, X-ray, ultrasound, or pathology imaging. Triggers on requests for "review paper", "survey", "literature review", "综述", "systematic review", or mentions of writing academic reviews on deep learning for medical imaging. |
|---|---|
| Quality | 71/100 Strong |
| Decision verdict | 82/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption. |
| Adoption | 867 stars Verified outcomes are shown on each skill page |
| Freshness | Jul 20, 2026 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Claude Code |
| Warnings | The skill relies on external MCP servers (ArXiv, PubMed, Zotero) which may not be available in all environments; no fallback strategy is described. · No OpenAgentSkill engagement data yet |
Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
medical-imaging-review
Shortlist this skill and compare it with close alternatives before production adoption.
Fastest prototype
medical-imaging-review
Best first install candidate based on install readiness and adoption.
Freshest repo
medical-imaging-review
Most recent maintenance signal among this shortlist.
| Signal | medical-imaging-review Write comprehensive literature reviews for medical imaging AI research. Use when writing survey papers, systematic reviews, or literature analyses on topics like segmentation, detection, classification in CT, MRI, X-ray, ultrasound, or pathology imaging. Triggers on requests for "review paper", "survey", "literature review", "综述", "systematic review", or mentions of writing academic reviews on deep learning for medical imaging. |
|---|---|
| Quality | 71/100 Strong |
| Decision verdict | 82/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption. |
| Adoption | 867 stars Verified outcomes are shown on each skill page |
| Freshness | Jul 20, 2026 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Claude Code |
| Warnings | The skill relies on external MCP servers (ArXiv, PubMed, Zotero) which may not be available in all environments; no fallback strategy is described. · No OpenAgentSkill engagement data yet |
| Best for | Research agents workflows · Claude Code teams · teams that value GitHub adoption signals |
| Not ideal for | teams that need a vendor-supported SLA · production agents without a repository review |
| OpenAgentSkill engagement | 0 views 0 install copies |
| Install | $ npx skills add LeonChaoX/qinyan-academic-skills --skill medical-imaging-review |
| Best for | Research agents workflows · Claude Code teams · teams that value GitHub adoption signals |
| Not ideal for | teams that need a vendor-supported SLA · production agents without a repository review |
| OpenAgentSkill engagement | 0 views 0 install copies |
| Install | $ npx skills add LeonChaoX/qinyan-academic-skills --skill medical-imaging-review |