Skill audit report

appinsights-instrumentation Audit report.

Instrument a webapp to send useful telemetry data to Azure App Insights

EXPERIMENTAL · REVIEWSafe to tryGenerated Nov 4, 2026Heuristic metadata audit
82
Audit
71
Trust
89
Quality
77
Security
88
Maintain
92
Install

OpenAgentSkill Trust Score

71
Manual review

OpenAgentSkill Trust Score

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

GitHub adoption

PASS

100

39K GitHub stars

Stars/forks activity

PASS

97

39K stars, 4.9K forks; issue activity unavailable in current metadata

Recent maintenance

PASS

88

2mo since push

License clarity

PASS

86

MIT

README/SKILL.md completeness

INFO

70

Public metadata needs stronger README/SKILL.md context

Dependency/runtime risk

INFO

62

command execution surface, external package install surface

Install availability

PASS

92

npx skills add github/awesome-copilot --skill appinsights-instrumentation

Install command safety

PASS

92

standard package or runtime install path

Permission surface

INFO

62

shell or command execution, filesystem or document access

Repository evidence

PASS

86

https://github.com/github/awesome-copilot/tree/main/skills/appinsights-instrumentation

Review status

INFO

66

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

8 Passed · 6 Needs review

Install path

92

PASS

npx skills add github/awesome-copilot --skill appinsights-instrumentation

Repository

88

PASS

https://github.com/github/awesome-copilot/tree/main/skills/appinsights-instrumentation

License

86

PASS

MIT

Maintenance

88

PASS

2mo since push

AI review

55

CHECK

Prerequisites state only ASP.NET Core and Node.js apps are supported, but later guidelines and a reference file include Python app instrumentation, creating a scope inconsistency.

README/SKILL.md completeness

84

PASS

Usable description available

Dependency risk

62

CHECK

command execution surface, external package install surface

Install command safety

92

PASS

standard package or runtime install path

Permission surface

62

CHECK

shell or command execution, filesystem or document access

Stars/forks activity

97

PASS

39K stars, 4.9K forks; issue activity unavailable in current metadata

Adoption

88

PASS

39K GitHub stars

Warnings

  • Prerequisites state only ASP.NET Core and Node.js apps are supported, but later guidelines and a reference file include Python app instrumentation, creating a scope inconsistency.
  • The 'Prefer auto-instrument if possible' section only mentions ASP.NET Core, while AUTO.md also supports Node.js apps hosted in Azure App Service.
  • Some relative links in NODEJS.md and PYTHON.md point to scripts/appinsights.ps1 without the ../ prefix, which may break navigation from the references directory.

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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