Skill audit report
Assess security, reliability, and cost posture of Azure OpenAI and Microsoft Foundry deployments. Detects critical anti-patterns: API keys instead of Managed Identity, public endpoints without firewall, disabled content filtering, missing diagnostic settings, deprecated model versions, over-provisioned PTU, absence of AI Gateway (APIM) for rate limiting, shared dev/prod deployments, quota exhaustion risk, 429 throttling rates, runaway token consumption, and single-region deployment. Use when asked about AI workload security, OpenAI best practices, Foundry health check, model deployment review, AI cost optimization, quota monitoring, or throttling analysis.
OpenAgentSkill Trust Score
The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.
GitHub adoption
WARN48
70 GitHub stars
Stars/forks activity
WARN48
70 stars, 14 forks; issue activity unavailable in current metadata
Recent maintenance
PASS100
23d since push
License clarity
PASS86
MIT
README/SKILL.md completeness
PASS86
Metadata includes enough usage and workflow context
Dependency/runtime risk
WARN46
command execution surface, credential or environment access
Install availability
PASS92
npx skills add ricmmartins/azure-sre-agent-skills --skill ai-foundry-posture-check
Install command safety
PASS92
standard package or runtime install path
Permission surface
FAIL22
secrets or environment access, shell or command execution
Repository evidence
PASS86
https://github.com/ricmmartins/azure-sre-agent-skills/tree/main/skills/08-ai-foundry-posture
Review status
INFO66
AI review data available
Agent Proven outcomes
INFO54
No agent outcome data yet
Checks
Install path
92
npx skills add ricmmartins/azure-sre-agent-skills --skill ai-foundry-posture-check
Repository
88
https://github.com/ricmmartins/azure-sre-agent-skills/tree/main/skills/08-ai-foundry-posture
License
86
MIT
Maintenance
100
23d since push
AI review
55
The SKILL.md excerpt is truncated mid-sentence in the last check, but the full file likely contains complete instructions.
README/SKILL.md completeness
86
Warnings
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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Usable description available
Dependency risk
46
command execution surface, credential or environment access
Install command safety
92
standard package or runtime install path
Permission surface
22
secrets or environment access, shell or command execution
Stars/forks activity
48
70 stars, 14 forks; issue activity unavailable in current metadata
Adoption
68
70 GitHub stars
Agent safety v2
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.
Shell or command execution
highSkill metadata references terminal, CLI, shell, subprocess, or command execution workflows.
Network access
mediumSkill likely fetches remote pages, APIs, repositories, or external services.
Filesystem access
mediumSkill may read or write project files, documents, generated artifacts, or local workspace state.
Secrets or environment access
highSkill metadata references credentials, tokens, environment variables, or secret-bearing workflows.