Skill audit report

dpnp-quickstart Audit report.

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BLOCKED · BLOCKRiskyGenerated Oct 6, 2026Heuristic metadata audit

71

Audit

66

Trust

55

Quality

72

Security

100

Maintain

92

Install

OpenAgentSkill Trust Score

66

Manual review

OpenAgentSkill Trust Score

The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.

GitHub adoption

FAIL

30

21 GitHub stars

Stars/forks activity

FAIL

32

21 stars, 9 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

100

6d since push

License clarity

PASS

86

Apache-2.0

README/SKILL.md completeness

INFO

70

Public metadata needs stronger README/SKILL.md context

Dependency/runtime risk

WARN

54

command execution surface, external package install surface

Install availability

PASS

92

npx skills add intel/skills --skill dpnp-quickstart

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/intel/skills/tree/main/skills/dpnp-quickstart

Review status

WARN

46

AI review approval is missing

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

6 Passed · 17 Needs review

Install path

92

PASS

npx skills add intel/skills --skill dpnp-quickstart

Repository

88

PASS

https://github.com/intel/skills/tree/main/skills/dpnp-quickstart

License

86

PASS

Apache-2.0

Maintenance

100

PASS

6d since push

AI review

55

CHECK

Review approval is missing

README/SKILL.md completeness

84

PASS

Usable description available

Dependency risk

54

FIX

command execution surface, external package install 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

32

FIX

21 stars, 9 forks; issue activity unavailable in current metadata

Adoption

42

CHECK

21 GitHub stars

Warnings

Dependency or permission surface needs review
Permission surface may require sandboxing
Potential broker, wallet, exchange, or real-money execution surface; sandbox and explicit approval are required
Low GitHub adoption signal
AI review approval is missing
This skill may touch real-money trading, broker, wallet, or exchange operations; use only in a sandbox with explicit approval.
Quality score needs review
Permission surface needs review: shell or command execution, filesystem or document access
GitHub adoption: 21 GitHub stars
Stars/forks activity: 21 stars, 9 forks; issue activity unavailable in current metadata
Dependency/runtime risk: command execution surface, external package install surface
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.

Install path

Review the report before installing into production agents.

$ npx skills add intel/skills --skill dpnp-quickstart

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: block
Best agents: Codex + Claude Code
Alternatives: 3

Open agent JSON

Signals

Audit score: 71/100
Quality: 55/100
Trust: 66/100
Install safety: 92/100
Permission surface: 48/100
Maintenance: 6d since push
Events: 2 events
GitHub stars: 21
Last push: Sep 29, 2026

Agent safety v2

43/100 · Avoid automatic install

Blocked for auto-installblock

This skill should not be selected by an agent without explicit human security review.

Do not auto-install. Inspect the source, dependencies, and permission surface first.

Audit risk exceeds the requested agent policy
Audit classified this skill as risky
Audit risk risky exceeds max_risk=medium

Shell or command execution

high

Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.

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.

Audit risk risky exceeds max_risk=medium
High-risk permission hints: Shell or command execution
Dependency or permission surface needs review

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