OpenAgentSkill
GitHub200+

Skill audit report

cobrapy Audit report.

Constraint-based metabolic modeling (COBRA). FBA, FVA, gene knockouts, flux sampling, SBML models, for systems biology and metabolic engineering analysis.

EXPERIMENTAL · REVIEWNeeds reviewGenerated Nov 6, 2026Heuristic metadata audit
84
Audit
79
Trust
89
Quality
78
Security
88
Maintain
92
Install

OpenAgentSkill Trust Score

79
Strong shortlist

OpenAgentSkill Trust Score

The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.

GitHub adoption

PASS

100

41K GitHub stars

Stars/forks activity

PASS

97

41K stars, 3.8K forks; issue activity unavailable in current metadata

Recent maintenance

PASS

88

2mo since push

License clarity

PASS

86

GPL-2.0 license

README/SKILL.md completeness

PASS

86

Metadata includes enough usage and workflow context

Dependency/runtime risk

WARN

46

command execution surface, external package install surface

Install availability

PASS

92

npx skills add K-Dense-AI/scientific-agent-skills --skill cobrapy

Install command safety

PASS

92

standard package or runtime install path

Permission surface

FAIL

36

shell or command execution, filesystem or document access

Repository evidence

PASS

86

https://github.com/K-Dense-AI/scientific-agent-skills/tree/main/skills/cobrapy

Review status

PASS

88

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

9 Passed · 7 Needs review

Install path

92

PASS

npx skills add K-Dense-AI/scientific-agent-skills --skill cobrapy

Repository

88

PASS

https://github.com/K-Dense-AI/scientific-agent-skills/tree/main/skills/cobrapy

License

86

PASS

GPL-2.0 license

Maintenance

88

PASS

2mo since push

AI review

88

PASS

Approved with no listed issues

README/SKILL.md completeness

86

PASS

Usable description available

Dependency risk

46

FIX

command execution surface, external package install surface

Install command safety

92

PASS

standard package or runtime install path

Permission surface

36

FIX

shell or command execution, filesystem or document access

Stars/forks activity

97

PASS

41K stars, 3.8K forks; issue activity unavailable in current metadata

Adoption

88

PASS

41K GitHub stars

Warnings

  • Dependency or permission surface needs review
  • Permission surface may require sandboxing
  • Permission surface needs review: shell or command execution, filesystem or document access
  • Dependency/runtime risk: command execution surface, external package install surface
  • Permission surface: shell or command execution, filesystem or document access

Method

This report combines public metadata, AI review output, repository freshness, install readiness, OpenAgentSkill events, quality scoring, trust checks, and the agent safety gate. It is not a full source-code security review.

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