Skill audit report

Fastbook audit report.

The fastai book, published as Jupyter Notebooks

REVIEWED · REVIEWNeeds reviewGenerated Jun 17, 2026Heuristic metadata audit

Audit

Trust

Quality

Security

Maintain

Install

OpenAgentSkill Trust Score

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

100

25K GitHub stars

Stars/forks activity

PASS

100

25K stars, 9.5K forks; issue activity unavailable in current metadata

Recent maintenance

FAIL

2y 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 fastai/fastbook

Install command safety

PASS

standard package or runtime install path

Permission surface

PASS

filesystem or document access

Repository evidence

PASS

https://github.com/fastai/fastbook

Review status

PASS

AI review data available

Checks

Install and adoption review

9 passed · 7 review

Install path

PASS

npx skills add fastai/fastbook

Repository

PASS

https://github.com/fastai/fastbook

License

CHECK

Unknown

Maintenance

FIX

2y 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

PASS

filesystem or document access

Stars/forks activity

100

PASS

25K stars, 9.5K forks; issue activity unavailable in current metadata

Adoption

PASS

25K GitHub stars

Warnings

License is unclear
Repository appears stale
Repository looks stale
Recent maintenance: 2y 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.

$ npx skills add fastai/fastbook

Signals

Audit score: 77/100
Quality: 81/100
Trust: 84/100
Install safety: 92/100
Permission surface: 86/100
Maintenance: 2y since push
Events: No events yet
GitHub stars: 25K
Last push: Aug 16, 2024

Agent safety v2

61/100 · 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.

License is unclear
61/100 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

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