Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
celltype-specificity-profiler
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
celltype-specificity-profiler
Best first install candidate based on install readiness and adoption.
Freshest repo
celltype-specificity-profiler
Most recent maintenance signal among this shortlist.
| Signal | celltype-specificity-profiler Given a gene and a single-cell atlas, compute how cell-type-specific its expression is — the tau specificity index, Sarle's expression bimodality coefficient, and the cell types that drive the signal; a pure analytic transform that chains downstream of scrna-embedding. |
|---|---|
| Quality | 78/100 Strong |
| Decision verdict | 89/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 1.1K stars Verified outcomes are shown on each skill page |
| Freshness | Sep 4, 2026 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Claude Code |
| Warnings | The `atlas` input is marked `required: false` in metadata, but the description and CLI imply it is required unless `--demo` is used. This could confuse users. · No OpenAgentSkill engagement data yet |
Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
celltype-specificity-profiler
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
celltype-specificity-profiler
Best first install candidate based on install readiness and adoption.
Freshest repo
celltype-specificity-profiler
Most recent maintenance signal among this shortlist.
| Signal | celltype-specificity-profiler Given a gene and a single-cell atlas, compute how cell-type-specific its expression is — the tau specificity index, Sarle's expression bimodality coefficient, and the cell types that drive the signal; a pure analytic transform that chains downstream of scrna-embedding. |
|---|---|
| Quality | 78/100 Strong |
| Decision verdict | 89/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 1.1K stars Verified outcomes are shown on each skill page |
| Freshness | Sep 4, 2026 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Claude Code |
| Warnings | The `atlas` input is marked `required: false` in metadata, but the description and CLI imply it is required unless `--demo` is used. This could confuse users. · 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 ClawBio/ClawBio --skill celltype-specificity-profiler |
| 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 ClawBio/ClawBio --skill celltype-specificity-profiler |