{microsoft-foundry}

Agent infrastructureService integrationDevOps and deployment

Build, deploy, evaluate, optimize, fine-tune, and manage Microsoft Foundry agents, models, and resources end to end. USE FOR: foundry, azd ai agent, azd provision/deploy, hosted agent scaffold/develop/run/deploy/troubleshoot, prompt agent create, create agent, update agent, add tool to agent, invoke agent, agent.yaml, agent insights, pull agent insights, evaluate agent, batch eval, continuous eval, continuous monitoring, agent CI/CD, optimize prompt, improve prompt, prompt optimizer, optimize agent instructions, Agent Optimizer scaffold, dataset curation from traces, deploy model, model fine-tuning (SFT/DPO/RFT), Foundry project, RBAC, role assignment, permissions, quota, capacity, region, deployment failure, AI Services, create Foundry resource, knowledge index, customize deployment, onboard, availability, training-data, grader, distillation, large file upload. DO NOT USE FOR: Azure Functions, App Service, general Azure deploy (use azure-deploy), general Azure prep (use azure-prepare).

microsoft/azure-skills·568,552 installsMIT

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npx skills add microsoft/azure-skills --skill microsoft-foundry

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Skill Stats

From User & Agent Reviews

Packaging195 filesSKILL.md plus 194 moreDirectory Scan

External DependenciesNone foundNothing beyond the skill's own filesDirectory Scan

Tool AccessUnrestrictedNo allowed-tools declaredFrontmatter

SafetyWarn4 partner scansPartner Audits

Review Sources
2/4SOURCESDirectory Scan
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Partner Audits

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External Reviews

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Partner Audits4 scans

WarnLOW

At least one partner scan raised something.

DYNAMIC_EXECUTION
COMMAND_EXECUTION
EXTERNAL_DOWNLOADS

Provider	Status	Level	Summary	Scanned
Gen Agent Trust Hub	pass	SAFE	This skill provides a comprehensive suite of tools for end-to-end management of Microsoft Foundry agents, models, and infrastructure. It includes numerous scripts for fine-tuning, deployment automation, and evaluation. A primary security consideration is the use of dynamic code execution in the fine-tuning tools, which load and execute user-provided Python files. This behavior is intended for custom evaluation logic but requires that users only provide trusted files. Other operations involve standard CLI command execution and dependencies on official Microsoft packages and extensions.	2026-10-03
Socket	warn	—	2 alerts: gptSecurity, gptAnomaly	2026-10-03
Snyk	pass	LOW	Risk: LOW · No issues	2026-10-03
ZeroLeaks	warn	—	Scan incomplete	2026-04-15

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Skill contents

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Directory Scan

Files

SKILL.md
finetuning/references/agentic-rft.md
finetuning/references/dataset-formats.md
finetuning/references/deployment.md
finetuning/references/evaluation.md
finetuning/references/grader-design.md
finetuning/references/hyperparameters.md
finetuning/references/large-file-uploads.md
finetuning/references/platform-gotchas.md
finetuning/references/reward-hacking.md
finetuning/references/training-curves.md
finetuning/references/training-types.md
finetuning/references/vision-fine-tuning.md
finetuning/scripts/validate/__init__.py
finetuning/scripts/validate/data_stats.py
finetuning/scripts/validate/validate_dpo.py
finetuning/scripts/validate/validate_rft.py
finetuning/scripts/validate/validate_sft.py
finetuning/scripts/calibrate_grader.py
finetuning/scripts/check_training.py
finetuning/scripts/cleanup.py
finetuning/scripts/common.py
finetuning/scripts/convert_dataset.py
finetuning/scripts/deploy_model.py
finetuning/scripts/evaluate_model.py
finetuning/scripts/generate_distillation_data.py
finetuning/scripts/monitor_training.py
finetuning/scripts/score_dataset.py
finetuning/scripts/submit_training.py
finetuning/workflows/dataset-creation.md
finetuning/workflows/diagnose-poor-results.md
finetuning/workflows/full-pipeline.md
finetuning/workflows/iterative-training.md
finetuning/workflows/quickstart.md
finetuning/SKILL.md
foundry-agent/agent-optimizer/references/azd-setup.md
foundry-agent/agent-optimizer/references/eval-yaml.md
foundry-agent/agent-optimizer/references/optimize-workflow.md
foundry-agent/agent-optimizer/references/python-patterns.md
foundry-agent/agent-optimizer/references/scaffold.md
foundry-agent/agent-optimizer/agent-optimizer.md
foundry-agent/azd-guidance/references/azd-ai-cli.md
foundry-agent/azd-guidance/azd-guidance.md
foundry-agent/cicd/cicd.md
foundry-agent/create/references/guardrails/guardrail-api-create.md
foundry-agent/create/references/guardrails/guardrail-attach.md
foundry-agent/create/references/guardrails/guardrail-manage.md
foundry-agent/create/references/skills/skill-attach.md
foundry-agent/create/references/skills/skill-manage.md
foundry-agent/create/references/skills/skill-toolbox-attach.md
foundry-agent/create/references/tools/prompt-agent/agent-tools.md
foundry-agent/create/references/tools/prompt-agent/tool-a2a.md
foundry-agent/create/references/tools/prompt-agent/tool-azure-ai-search.md
foundry-agent/create/references/tools/prompt-agent/tool-bing-grounding.md
foundry-agent/create/references/tools/prompt-agent/tool-code-interpreter.md
foundry-agent/create/references/tools/prompt-agent/tool-fabric-iq.md
foundry-agent/create/references/tools/prompt-agent/tool-file-search.md
foundry-agent/create/references/tools/prompt-agent/tool-function-calling.md
foundry-agent/create/references/tools/prompt-agent/tool-mcp.md
foundry-agent/create/references/tools/prompt-agent/tool-memory.md
foundry-agent/create/references/tools/prompt-agent/tool-openapi.md
foundry-agent/create/references/tools/prompt-agent/tool-web-search.md
foundry-agent/create/references/tools/prompt-agent/tool-work-iq.md
foundry-agent/create/references/enable-incoming-a2a.md
foundry-agent/create/references/foundry-model.md
foundry-agent/create/references/foundry-tool-catalog.md
foundry-agent/create/references/langchain-langgraph-hosting.md
foundry-agent/create/references/local-run.md
foundry-agent/create/references/re-host.md
foundry-agent/create/references/sdk-operations.md
foundry-agent/create/references/use-toolbox-in-hosted-agent.md
foundry-agent/create/scripts/check-copilot-app-entry.ps1
foundry-agent/create/scripts/check-copilot-app-entry.sh
foundry-agent/create/scripts/resolve-project-id.ps1
foundry-agent/create/scripts/resolve-project-id.sh
foundry-agent/create/scripts/verify-environment.ps1
foundry-agent/create/scripts/verify-environment.sh
foundry-agent/create/create-hosted.md
foundry-agent/create/create-prompt.md
foundry-agent/create/quick-start-hosted.md
foundry-agent/deploy/references/container-deploy.md
foundry-agent/deploy/deploy.md
foundry-agent/eval-datasets/references/dataset-comparison.md
foundry-agent/eval-datasets/references/dataset-curation.md
foundry-agent/eval-datasets/references/dataset-organization.md
foundry-agent/eval-datasets/references/dataset-versioning.md
foundry-agent/eval-datasets/references/eval-lineage.md
foundry-agent/eval-datasets/references/eval-regression.md
foundry-agent/eval-datasets/references/eval-trending.md
foundry-agent/eval-datasets/references/generate-seed-dataset.md
foundry-agent/eval-datasets/references/trace-to-dataset.md
foundry-agent/eval-datasets/eval-datasets.md
foundry-agent/insights/references/tool-contract.md
foundry-agent/insights/insights.md
foundry-agent/invocations-ws/references/invocations-ws-protocol.md
foundry-agent/invocations-ws/invocations-ws.md
foundry-agent/invoke/references/file-operations.md
foundry-agent/invoke/references/invocations-protocol.md
foundry-agent/invoke/references/session-management.md
foundry-agent/invoke/invoke.md
foundry-agent/observe/references/analyze-results.md
foundry-agent/observe/references/cicd-monitoring.md
foundry-agent/observe/references/compare-iterate.md
foundry-agent/observe/references/continuous-eval.md
foundry-agent/observe/references/deploy-and-setup.md
foundry-agent/observe/references/evaluate-step.md
foundry-agent/observe/references/evaluation-suite-generation.md
foundry-agent/observe/references/optimize-deploy.md
foundry-agent/observe/observe.md
foundry-agent/routine/references/azure-yaml.md
foundry-agent/routine/references/cli-crud.md
foundry-agent/routine/routine.md
foundry-agent/toolbox/references/mcp-protocol.md
foundry-agent/toolbox/references/test-endpoint.md
foundry-agent/toolbox/references/tool-a2a.md
foundry-agent/toolbox/references/tool-azure-ai-search.md
foundry-agent/toolbox/references/tool-browser-automation.md
foundry-agent/toolbox/references/tool-code-interpreter.md
foundry-agent/toolbox/references/tool-fabric-iq.md
foundry-agent/toolbox/references/tool-file-search.md
foundry-agent/toolbox/references/tool-mcp-agent-identity.md
foundry-agent/toolbox/references/tool-mcp-custom-oauth-azure-starter.md
foundry-agent/toolbox/references/tool-mcp-custom-oauth.md
foundry-agent/toolbox/references/tool-mcp-key-auth.md
foundry-agent/toolbox/references/tool-mcp-managed-oauth.md
foundry-agent/toolbox/references/tool-mcp-noauth.md
foundry-agent/toolbox/references/tool-mcp-user-entra-token.md
foundry-agent/toolbox/references/tool-openapi.md
foundry-agent/toolbox/references/tool-tool-search.md
foundry-agent/toolbox/references/tool-web-search.md
foundry-agent/toolbox/references/tool-work-iq.md
foundry-agent/toolbox/references/toolbox-azd.md
foundry-agent/toolbox/scripts/get-catalog-inputs.ps1
foundry-agent/toolbox/scripts/get-catalog-inputs.sh
foundry-agent/toolbox/toolbox.md
foundry-agent/trace/references/analyze-failures.md
foundry-agent/trace/references/analyze-latency.md
foundry-agent/trace/references/conversation-detail.md
foundry-agent/trace/references/eval-correlation.md
foundry-agent/trace/references/kql-templates.md
foundry-agent/trace/references/search-traces.md
foundry-agent/trace/trace.md
foundry-agent/troubleshoot/troubleshoot.md
foundry-agent/validate/references/default-rules.yaml
foundry-agent/validate/references/report-schema.json
foundry-agent/validate/references/report-template.md.tpl
foundry-agent/validate/references/rules-schema.json
foundry-agent/validate/validate.md
models/deploy-model/capacity/scripts/discover_and_rank.ps1
models/deploy-model/capacity/scripts/discover_and_rank.sh
models/deploy-model/capacity/scripts/query_capacity.ps1
models/deploy-model/capacity/scripts/query_capacity.sh
models/deploy-model/capacity/SKILL.md
models/deploy-model/customize/references/customize-guides.md
models/deploy-model/customize/references/customize-workflow.md
models/deploy-model/customize/EXAMPLES.md
models/deploy-model/customize/SKILL.md
models/deploy-model/preset/references/preset-workflow.md
models/deploy-model/preset/references/workflow.md
models/deploy-model/preset/EXAMPLES.md
models/deploy-model/preset/SKILL.md
models/deploy-model/scripts/generate_deployment_url.ps1
models/deploy-model/scripts/generate_deployment_url.sh
models/deploy-model/SKILL.md
models/deploy-model/TEST_PROMPTS.md
project/create/create-foundry-project.md
project/connections.md
quota/references/capacity-planning.md
quota/references/error-resolution.md
quota/references/optimization.md
quota/references/ptu-guide.md
quota/references/troubleshooting.md
quota/references/workflows.md
quota/quota.md
rbac/rbac.md
references/agent-metadata-contract.md
references/auth-best-practices.md
references/standard-agent-setup.md
resource/create/references/patterns.md
resource/create/references/troubleshooting.md
resource/create/references/workflows.md
resource/create/create-foundry-resource.md
resource/private-network/references/custom-template-adaptation.md
resource/private-network/references/deploy.md
resource/private-network/references/end-to-end-test.md
resource/private-network/references/intake.md
resource/private-network/references/post-deployment-validation.md
resource/private-network/references/scaffold.md
resource/private-network/references/template-index.md
resource/private-network/references/vpn-dns-setup.bicep
resource/private-network/references/vpn-dns-setup.md
resource/private-network/private-network.md
scripts/check-and-setup-dependencies.ps1
scripts/check-and-setup-dependencies.sh
.gitignore

This skill contains more than just a SKILL.md file. It likely requires these additional resources.

External Dependencies

Nothing beyond the skill's own files was detected.

Declarations

LicenseMIT

Tool permissionsnone declared

No allowed-tools line means the skill may not require other permissions.

Stat Sources

Where our stats came from.

Dimension	Directory Scan	Agent Reviews	Installer Reports	Partner Audits
Safety	no flags			warn
External Dependencies	none found	none	none
Packaging	40/100	none
License	MIT	none
Tool Access	unrestricted	none
Real-World Fit			none
Writing Quality		none	none

measured unmeasured not applicableColour repeats the wording beside it; it is never the only channel.

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content hash 618b5badfc79skill-set recipe 2026-09-15.v1all details refer only to the skill version listed