Skill audit report

Pytorch CycleGAN And Pix2pix Audit report.

Image-to-Image Translation in PyTorch

REVIEWED · REVIEWNeeds reviewGenerated Nov 7, 2026Heuristic metadata audit

Audit

Trust

Quality

Security

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

PASS

100

25K GitHub stars

Stars/forks activity

PASS

100

25K stars, 6.6K forks; issue activity unavailable in current metadata

Recent maintenance

FAIL

1y since push

License clarity

WARN

Unknown

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 junyanz/pytorch-CycleGAN-and-pix2pix

Install command safety

PASS

standard package or runtime install path

Permission surface

INFO

filesystem or document access, network or browser access

Repository evidence

PASS

https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix

Review status

PASS

AI review data available

Agent Proven outcomes

INFO

No agent outcome data yet

Checks

Install and adoption review

8 Passed · 11 Needs review

Install path

PASS

npx skills add junyanz/pytorch-CycleGAN-and-pix2pix

Repository

PASS

https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix

License

CHECK

Unknown

Maintenance

FIX

1y since push

AI review

PASS

Approved with no listed issues

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

CHECK

filesystem or document access, network or browser access

Stars/forks activity

100

PASS

25K stars, 6.6K forks; issue activity unavailable in current metadata

Adoption

PASS

25K GitHub stars

Financial decision safety

CHECK

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

Warnings

License is unclear
Repository appears stale
Financial research output is not financial advice; require human review before any live investment decision
Repository looks stale
Financial research output is not financial advice; require human review before any live investment decision.
Recent maintenance: 1y since push
License clarity: Unknown

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.

Review the source

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: Python + Image Generation
Alternatives: 3

Open agent JSON

Signals

Audit score: 76/100
Quality: 81/100
Trust: 80/100
Install safety: 92/100
Permission surface: 72/100
Maintenance: 1y since push
Events: 41 events
GitHub stars: 25K
Last push: Aug 6, 2025

Agent safety v2

60/100 · Avoid automatic install

Reviewed with permission notesreview

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

Skill source structure is not confirmed in the registry. Inspect the source and identify valid skill instructions before proposing an installation. A repository URL or GitHub stars do not prove installability.

Skill source structure is not confirmed in the registry. Inspect the source and identify valid skill instructions before proposing an installation. A repository URL or GitHub stars do not prove installability.
License is unclear
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.

License is unclear
Skill source structure is not confirmed in the registry. Inspect the source and identify valid skill instructions before proposing an installation. A repository URL or GitHub stars do not prove installability.

Back to skill Alternatives Audit badge SVG

Compare nearby options

Pytorch CycleGAN And Pix2pix Audit report.

OpenAgentSkill Trust Score

Install and adoption review

Related skills to audit next

GPT SoVITS

Unsloth

Whisper.Cpp