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Skill audit report

Instill Core audit report.

馃敭 Instill Core is a full-stack AI infrastructure tool for data, model and pipeline orchestration, designed to streamline every aspect of building versatile AI-first applications

REVIEWED 路 REVIEWNeeds reviewGenerated Jul 3, 2026Heuristic metadata audit
86
Audit
81
Trust
97
Quality
75
Security
88
Maintain
92
Install

OpenAgentSkill Trust Score

81
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

2.3K GitHub stars

Stars/forks activity

INFO

77

2.3K stars, 125 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

88

1mo since push

License clarity

WARN

42

Unknown

README/SKILL.md completeness

PASS

90

Metadata includes enough usage and workflow context

Dependency/runtime risk

INFO

64

command execution surface, network or browser surface

Install availability

PASS

92

npx skills add instill-ai/instill-core

Install command safety

PASS

92

standard package or runtime install path

Permission surface

WARN

48

shell or command execution, filesystem or document access

Repository evidence

PASS

86

https://github.com/instill-ai/instill-core

Review status

PASS

88

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

7 passed 路 9 review

Install path

92

PASS

npx skills add instill-ai/instill-core

Repository

88

PASS

https://github.com/instill-ai/instill-core

License

45

CHECK

Unknown

Maintenance

88

PASS

1mo since push

AI review

88

PASS

Approved with no listed issues

README/SKILL.md completeness

90

PASS

Usable description available

Dependency risk

64

CHECK

command execution surface, network or browser surface

Install command safety

92

PASS

standard package or runtime install path

Permission surface

48

FIX

shell or command execution, filesystem or document access

Stars/forks activity

77

CHECK

2.3K stars, 125 forks; issue activity unavailable in current metadata

Adoption

88

PASS

2.3K GitHub stars

Warnings

  • License is unclear
  • Permission surface may require sandboxing
  • Permission surface needs review: shell or command execution, filesystem or document access
  • License clarity: Unknown
  • Permission surface: shell or command execution, filesystem or document access

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.

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