Star0

Skill audit report

ML From Scratch audit report.

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

REVIEWED 路 REVIEWNeeds reviewGenerated Jun 17, 2026Heuristic metadata audit
79
Audit
88
Trust
87
Quality
89
Security
20
Maintain
92
Install

OpenAgentSkill Trust Score

88
Production candidate

Stars, maintenance, license, docs, install safety, permission surface, and installability.

The Trust Score is OpenAgentSkill's adoption layer. It is designed to help an agent decide whether a skill is safe enough to shortlist before installation.

GitHub adoption

PASS

100

32K GitHub stars

Stars/forks activity

PASS

100

32K stars, 5.3K forks; issue activity unavailable in current metadata

Recent maintenance

FAIL

22

3y since push

License clarity

PASS

86

MIT

README/SKILL.md completeness

PASS

90

Metadata includes enough usage and workflow context

Dependency/runtime risk

PASS

90

no major dependency risk hints in public metadata

Install availability

PASS

92

npx skills add eriklindernoren/ML-From-Scratch

Install command safety

PASS

92

standard package or runtime install path

Permission surface

PASS

86

filesystem or document access

Repository evidence

PASS

86

https://github.com/eriklindernoren/ML-From-Scratch

Review status

PASS

88

AI review data available

Checks

Install and adoption review

10 passed 路 4 review

Install path

92

PASS

npx skills add eriklindernoren/ML-From-Scratch

Repository

88

PASS

https://github.com/eriklindernoren/ML-From-Scratch

License

86

PASS

MIT

Maintenance

20

FIX

3y since push

AI review

88

PASS

Approved with no listed issues

README/SKILL.md completeness

90

PASS

Usable description available

Dependency risk

90

PASS

no major dependency risk hints in public metadata

Install command safety

92

PASS

standard package or runtime install path

Permission surface

86

PASS

filesystem or document access

Stars/forks activity

100

PASS

32K stars, 5.3K forks; issue activity unavailable in current metadata

Adoption

88

PASS

32K GitHub stars

Warnings

  • Repository appears stale
  • Repository looks stale
  • Recent maintenance: 3y since push

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.

Compare nearby options

Related skills to audit next

Tensorflow

An Open Source Machine Learning Framework for Everyone

196K stars 路 Audit report

Transformers

馃 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

162K stars 路 Audit report

Pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

101K stars 路 Audit report