MicrosoftKnown publishermicrosoft/frontier-ai-starter-kit-rvas/.github/skills/foundry-observability/SKILL.mdfoundry-observability
Skill7 starsChanged 20 days agoMITView on GitHub
Trace, monitor, and evaluate Microsoft Foundry agents — OpenTelemetry GenAI traces in Application Insights (KQL), eval↔trace correlation, azd ai agent monitor, dataset curation from prod traces, built-in quality + safety/RAI evaluators, batch evals, regression detection. Use for scenario evaluation and tracing.
- Reads credentials
2 other projects use a version of this.
Adopted by
Most recently taken up by
- microsoft/frontier-agentic-cobuild-rvasword for word, first seen Oct 24, 2026
- aiappsgbb/awesome-gbbtheir own version, first seen Oct 13, 2026
Other versions2 projects use a version of this.
Word for word · 1
- microsoft/frontier-agentic-cobuild-rvas★ 7100% same
Edited · 0
None found.
Wrote their own version · 1
- aiappsgbb/awesome-gbb★ 8same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository28 other files it gives its agents.
- AGENTS.mdAGENTS.md
- .github/copilot-instructions.mdCopilot instructions
- azure-aigatewaySkill
- azure-aiSkill
- diagram-designSkill
- excalidraw-diagramSkill
- humanize-contentSkill
- impeccableSkill
- finetuningSkill
- capacitySkill
- customizeSkill
- presetSkill
- deploy-modelSkill
- microsoft-foundrySkill
- rvap-brandSkill
- writing-for-agentsSkill
- agentic-workflowsSkill
- content-accuracy-auditSkill
- foundry-hosted-agentsSkill
- foundry-iq-knowledge-basesSkill
- foundry-modelsSkill
- foundry-projects-resourcesSkill
- foundry-toolboxesSkill
- foundry-workflowsSkill
- impeccableSkill
- ai-agent-creatorSkill
- cloud-architecture-diagramSkill
- idea-forgeSkill
The file
Files
foundry-observability (stub)
Minimal stub — pointer to the upstream
microsoft/skillsskill. Install on demand; do not vendor the full body (avoids context rot).
Install the full skill:
npx skills add microsoft/skills --skill foundry-observabilityMaps to: Each scenario's evaluation and tracing lessons.
Before implementing: query microsoft-docs for current AIProjectInstrumentor /
configure_azure_monitor and azure-ai-evaluation signatures. Gotcha: set
AZURE_EXPERIMENTAL_ENABLE_GENAI_TRACING=true and OTEL_INSTRUMENTATION_GENAI_CAPTURE_MESSAGE_CONTENT=true
before importing the SDK. App Insights is provisioned by azd up
(APPLICATIONINSIGHTS_CONNECTION_STRING in .env).
Upstream source: .github/plugins/microsoft-foundry/skills/foundry-observability/
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