Skill audit report

Ersilia Audit report.

The Ersilia Model Hub, an open-source repository and CLI of AI/ML models for infectious and neglected disease research.

EXPERIMENTALREVIEWNeeds reviewGenerated Aug 23, 2026Heuristic metadata audit
81
Audit
77
Trust
76
Quality
83
Security
88
Maintain
92
Install

OpenAgentSkill Trust Score

77
Strong shortlist

OpenAgentSkill Trust Score

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

GitHub adoption

INFO

62

299 GitHub stars

Stars/forks activity

INFO

62

299 stars, 174 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

88

2mo since push

License clarity

PASS

86

GPL-3.0

README/SKILL.md completeness

PASS

90

Metadata includes enough usage and workflow context

Dependency/runtime risk

INFO

72

command execution surface

Install availability

PASS

92

npx skills add ersilia-os/ersilia

Install command safety

PASS

92

standard package or runtime install path

Permission surface

INFO

62

shell or command execution, filesystem or document access

Repository evidence

PASS

86

https://github.com/ersilia-os/ersilia

Review status

PASS

88

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

7 Passed7 Needs review

Install path

92

PASS

npx skills add ersilia-os/ersilia

Repository

88

PASS

https://github.com/ersilia-os/ersilia

License

86

PASS

GPL-3.0

Maintenance

88

PASS

2mo since push

AI review

88

PASS

Approved with no listed issues

README/SKILL.md completeness

90

PASS

Usable description available

Dependency risk

72

CHECK

command execution surface

Install command safety

92

PASS

standard package or runtime install path

Permission surface

62

CHECK

shell or command execution, filesystem or document access

Stars/forks activity

62

CHECK

299 stars, 174 forks; issue activity unavailable in current metadata

Adoption

68

INFO

299 GitHub stars

Financial decision safety

58

CHECK

Research-only use: do not treat output as financial advice or execute a position without human approval.

Warnings

  • Financial research output is not financial advice; require human review before any live investment decision
  • Financial research output is not financial advice; require human review before any live investment decision.
  • Quality score needs review

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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