Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
cobrapy
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
cobrapy
Best first install candidate based on install readiness and adoption.
Freshest repo
cobrapy
Most recent maintenance signal among this shortlist.
| Signal | cobrapy Constraint-based metabolic modeling (COBRA). FBA, FVA, gene knockouts, flux sampling, SBML models, for systems biology and metabolic engineering analysis. |
|---|---|
| Quality | 92/100 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. |
| Adoption | 41K stars Verified outcomes are shown on each skill page |
| Freshness | Aug 31, 2026 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Claude Code |
| Warnings | No OpenAgentSkill engagement data yet |
| Best for | GitHub automation workflows · Claude Code teams · teams that value GitHub adoption signals |
Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
cobrapy
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
cobrapy
Best first install candidate based on install readiness and adoption.
Freshest repo
cobrapy
Most recent maintenance signal among this shortlist.
| Signal | cobrapy Constraint-based metabolic modeling (COBRA). FBA, FVA, gene knockouts, flux sampling, SBML models, for systems biology and metabolic engineering analysis. |
|---|---|
| Quality | 92/100 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. |
| Adoption | 41K stars Verified outcomes are shown on each skill page |
| Freshness | Aug 31, 2026 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Claude Code |
| Warnings | No OpenAgentSkill engagement data yet |
| Best for | GitHub automation 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 |
| OpenAgentSkill engagement | 0 views 0 install copies |
| Install | $ npx skills add K-Dense-AI/scientific-agent-skills --skill cobrapy |
| 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 K-Dense-AI/scientific-agent-skills --skill cobrapy |