Skill audit report

Ml Deployment K8s Fastapi audit report.

This project shows how to serve an ONNX-optimized image classification model as a web service with FastAPI, Docker, and Kubernetes.

EXPERIMENTAL · REVIEWNeeds reviewGenerated Jul 3, 2026Heuristic metadata audit
63
Audit
71
Trust
50
Quality
86
Security
20
Maintain
92
Install

OpenAgentSkill Trust Score

71
Manual review

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

INFO

62

223 GitHub stars

Stars/forks activity

WARN

57

223 stars, 41 forks; issue activity unavailable in current metadata

Recent maintenance

FAIL

22

4y since push

License clarity

PASS

86

Apache-2.0

README/SKILL.md completeness

PASS

90

Metadata includes enough usage and workflow context

Dependency/runtime risk

INFO

80

external package install surface

Install availability

PASS

92

npx skills add sayakpaul/ml-deployment-k8s-fastapi

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/sayakpaul/ml-deployment-k8s-fastapi

Review status

PASS

88

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

8 passed · 7 review

Install path

92

PASS

npx skills add sayakpaul/ml-deployment-k8s-fastapi

Repository

88

PASS

https://github.com/sayakpaul/ml-deployment-k8s-fastapi

License

86

PASS

Apache-2.0

Maintenance

20

FIX

4y since push

AI review

88

PASS

Approved with no listed issues

README/SKILL.md completeness

90

PASS

Usable description available

Dependency risk

80

PASS

external package install surface

Install command safety

92

PASS

standard package or runtime install path

Permission surface

86

PASS

filesystem or document access

Stars/forks activity

57

FIX

223 stars, 41 forks; issue activity unavailable in current metadata

Adoption

68

INFO

223 GitHub stars

Warnings

  • Repository appears stale
  • Repository looks stale
  • Quality score needs review
  • Stars/forks activity: 223 stars, 41 forks; issue activity unavailable in current metadata
  • Recent maintenance: 4y 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