Skill audit report

Contoso Chat Audit report.

This sample has the full End2End process of creating RAG application with Prompty and Azure AI Foundry. It includes GPT-4 LLM application code, evaluations, deployment automation with AZD CLI, GitHub actions for evaluation and deployment and intent mapping for multiple LLM task mapping.

EXPERIMENTAL · REVIEWNeeds reviewGenerated Oct 13, 2026Heuristic metadata audit
69
Audit
74
Trust
59
Quality
84
Security
38
Maintain
92
Install

OpenAgentSkill Trust Score

74
Strong shortlist

OpenAgentSkill Trust Score

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

GitHub adoption

INFO

76

762 GitHub stars

Stars/forks activity

PASS

82

762 stars, 4.0K forks; issue activity unavailable in current metadata

Recent maintenance

FAIL

38

1y since push

License clarity

PASS

86

MIT

README/SKILL.md completeness

PASS

90

Metadata includes enough usage and workflow context

Dependency/runtime risk

INFO

72

command execution surface

Install availability

PASS

92

npx skills add Azure-Samples/contoso-chat

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/Azure-Samples/contoso-chat

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 · 10 Needs review

Install path

92

PASS

npx skills add Azure-Samples/contoso-chat

Repository

88

PASS

https://github.com/Azure-Samples/contoso-chat

License

86

PASS

MIT

Maintenance

38

FIX

1y since push

AI review

88

PASS

Approved with no listed issues

README/SKILL.md completeness

90

PASS

Usable description available

Dependency risk

72

CHECK

command execution 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

82

PASS

762 stars, 4.0K forks; issue activity unavailable in current metadata

Adoption

88

PASS

762 GitHub stars

Financial decision safety

58

CHECK

Research-only use: do not treat output as financial advice or execute a position without human approval.

Warnings

  • Repository appears stale
  • Financial research output is not financial advice; require human review before any live investment decision
  • Repository looks stale
  • Financial research output is not financial advice; require human review before any live investment decision.
  • Quality score needs review
  • Recent maintenance: 1y 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.

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