Star0

Skill audit report

Dreambooth Stable Diffusion audit report.

Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) by way of Textual Inversion (https://arxiv.org/abs/2208.01618) for Stable Diffusion (https://arxiv.org/abs/2112.10752). Tweaks focused on training faces, objects, and styles.

REVIEWED 路 REVIEWNeeds reviewGenerated Jun 17, 2026Heuristic metadata audit
75
Audit
85
Trust
75
Quality
89
Security
20
Maintain
92
Install

OpenAgentSkill Trust Score

85
Strong shortlist

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

86

3.2K GitHub stars

Stars/forks activity

PASS

83

3.2K stars, 529 forks; issue activity unavailable in current metadata

Recent maintenance

FAIL

22

2y 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 JoePenna/Dreambooth-Stable-Diffusion

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/JoePenna/Dreambooth-Stable-Diffusion

Review status

PASS

88

AI review data available

Checks

Install and adoption review

10 passed 路 5 review

Install path

92

PASS

npx skills add JoePenna/Dreambooth-Stable-Diffusion

Repository

88

PASS

https://github.com/JoePenna/Dreambooth-Stable-Diffusion

License

86

PASS

MIT

Maintenance

20

FIX

2y 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

83

PASS

3.2K stars, 529 forks; issue activity unavailable in current metadata

Adoption

88

PASS

3.2K GitHub stars

Warnings

  • Repository appears stale
  • Repository looks stale
  • Quality score needs review
  • Recent maintenance: 2y 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