Skill audit report

meddev-ai-ml-medical-device-software Audit report.

Address machine learning inside the regulated product (not LLM coding assistants): Good Machine Learning Practice (GMLP), training/validation data integrity, Predetermined Change Control Plans (PCCP) where applicable, drift monitoring, and linking models to ISO 14971 and software lifecycle controls. Use when working on ai ml medical device software in medical device software.

REVIEWED · REVIEWNeeds reviewGenerated Oct 21, 2026Heuristic metadata audit

Audit

Trust

Quality

Security

100

Maintain

Install

OpenAgentSkill Trust Score

Strong shortlist

OpenAgentSkill Trust Score

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

GitHub adoption

WARN

34 GitHub stars

Stars/forks activity

WARN

34 stars, 8 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

100

1d since push

License clarity

PASS

MIT

README/SKILL.md completeness

INFO

Public metadata needs stronger README/SKILL.md context

Dependency/runtime risk

PASS

no major dependency risk hints in public metadata

Install availability

PASS

npx skills add AminAlam/meddev-agent-skills --skill meddev-ai-ml-medical-device-software

Install command safety

PASS

standard package or runtime install path

Permission surface

PASS

filesystem or document access

Repository evidence

PASS

https://github.com/AminAlam/meddev-agent-skills/tree/main/skills/meddev-ai-ml-medical-device-software

Review status

WARN

AI review approval is missing

Agent Proven outcomes

INFO

No agent outcome data yet

Checks

Install and adoption review

8 Passed · 9 Needs review

Install path

PASS

npx skills add AminAlam/meddev-agent-skills --skill meddev-ai-ml-medical-device-software

Repository

PASS

https://github.com/AminAlam/meddev-agent-skills/tree/main/skills/meddev-ai-ml-medical-device-software

License

PASS

MIT

Maintenance

100

PASS

1d since push

AI review

CHECK

Review approval is missing

README/SKILL.md completeness

PASS

Usable description available

Dependency risk

PASS

no major dependency risk hints in public metadata

Install command safety

PASS

standard package or runtime install path

Permission surface

PASS

filesystem or document access

Stars/forks activity

FIX

34 stars, 8 forks; issue activity unavailable in current metadata

Adoption

CHECK

34 GitHub stars

Warnings

Low GitHub adoption signal
AI review approval is missing
Quality score needs review
GitHub adoption: 34 GitHub stars
Stars/forks activity: 34 stars, 8 forks; issue activity unavailable in current metadata
Review status: AI review approval is missing

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.

Install path

Review the report before installing into production agents.

$ npx skills add AminAlam/meddev-agent-skills --skill meddev-ai-ml-medical-device-software

Agent-readable metadata

Machine decision packet

Embedded JSON exposes suited tasks, suited agents, install command, trust score, safety gate, alternatives, and do-not-use conditions for agent review.

Install policy: review
Best agents: Codex + Claude Code
Alternatives: 3

Open agent JSON

Signals

Audit score: 76/100
Quality: 57/100
Trust: 76/100
Install safety: 92/100
Permission surface: 86/100
Maintenance: 1d since push
Events: 1 events
GitHub stars: 34
Last push: Oct 19, 2026

Agent safety v2

60/100 · Review before install

Reviewed with permission notesreview

Usable candidate, but the agent should surface permission and audit notes before installation.

Require human approval before installing into a real workspace.

Low GitHub adoption signal
60/100 agent safety score

Network access

medium

Skill likely fetches remote pages, APIs, repositories, or external services.

Filesystem access

medium

Skill may read or write project files, documents, generated artifacts, or local workspace state.

Low GitHub adoption signal

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