Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
alterlab-cobrapy
Prototype with this skill first; keep a fallback candidate ready.
Fastest prototype
alterlab-cobrapy
Best first install candidate based on install readiness and adoption.
Freshest repo
alterlab-cobrapy
Most recent maintenance signal among this shortlist.
| Signal | alterlab-cobrapy Build and analyze genome-scale constraint-based metabolic models with COBRApy — flux balance analysis (FBA), flux variability analysis (FVA), gene and reaction knockouts, flux sampling, and SBML model I/O. Use when simulating metabolic networks, predicting growth or knockout phenotypes, or running systems-biology and metabolic-engineering analyses on SBML genome-scale models. Part of the AlterLab Academic Skills suite. |
|---|---|
| Quality | 65/100 Promising |
| Decision verdict | 64/100 Prototype first Prototype with this skill first; keep a fallback candidate ready. |
| Adoption | 63 stars Verified outcomes are shown on each skill page |
| Freshness | Sep 4, 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
alterlab-cobrapy
Prototype with this skill first; keep a fallback candidate ready.
Fastest prototype
alterlab-cobrapy
Best first install candidate based on install readiness and adoption.
Freshest repo
alterlab-cobrapy
Most recent maintenance signal among this shortlist.
| Signal | alterlab-cobrapy Build and analyze genome-scale constraint-based metabolic models with COBRApy — flux balance analysis (FBA), flux variability analysis (FVA), gene and reaction knockouts, flux sampling, and SBML model I/O. Use when simulating metabolic networks, predicting growth or knockout phenotypes, or running systems-biology and metabolic-engineering analyses on SBML genome-scale models. Part of the AlterLab Academic Skills suite. |
|---|---|
| Quality | 65/100 Promising |
| Decision verdict | 64/100 Prototype first Prototype with this skill first; keep a fallback candidate ready. |
| Adoption | 63 stars Verified outcomes are shown on each skill page |
| Freshness | Sep 4, 2026 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Claude Code |
| Warnings | No OpenAgentSkill engagement data yet |
| Best for |
| Research agents 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 AlterLab-IEU/AlterLab-Academic-Skills --skill alterlab-cobrapy |
| Research agents 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 AlterLab-IEU/AlterLab-Academic-Skills --skill alterlab-cobrapy |