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microsoft/azure-skills

microsoft-foundry

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).

Official selection · May 28, 2026
All-time installs629.9KObserved Oct 5, 2026
Trending · 24h1,651Observed Oct 30, 2026
Hot · last hour—No observation in this view

What you’re adding

This skill may reference tools or services you need to set up separately. The package check shows the exact files; it does not install dependencies or run scripts.

60 files in the provider snapshot
  • .gitignore0 B
  • finetuning/references/agentic-rft.md3,234 B
  • finetuning/references/dataset-formats.md3,740 B
  • finetuning/references/deployment.md3,503 B
  • finetuning/references/evaluation.md5,924 B
  • finetuning/references/grader-design.md3,437 B
  • finetuning/references/hyperparameters.md3,233 B
  • finetuning/references/large-file-uploads.md927 B
  • finetuning/references/platform-gotchas.md2,069 B
  • finetuning/references/reward-hacking.md2,945 B
  • finetuning/references/training-curves.md4,183 B
  • finetuning/references/training-types.md3,161 B
  • finetuning/references/vision-fine-tuning.md4,205 B
  • finetuning/scripts/calibrate_grader.py9,493 B
  • finetuning/scripts/check_training.py7,987 B
  • finetuning/scripts/cleanup.py9,687 B
  • finetuning/scripts/common.py7,808 B
  • finetuning/scripts/convert_dataset.py10.9K B
  • finetuning/scripts/deploy_model.py9,618 B
  • finetuning/scripts/evaluate_model.py11.7K B
  • finetuning/scripts/generate_distillation_data.py10.3K B
  • finetuning/scripts/monitor_training.py5,866 B
  • finetuning/scripts/score_dataset.py7,873 B
  • finetuning/scripts/submit_training.py11.1K B
  • finetuning/scripts/validate/__init__.py305 B
  • finetuning/scripts/validate/data_stats.py6,331 B
  • finetuning/scripts/validate/validate_dpo.py3,807 B
  • finetuning/scripts/validate/validate_rft.py8,799 B
  • finetuning/scripts/validate/validate_sft.py4,573 B
  • finetuning/SKILL.md5,509 B
  • finetuning/workflows/dataset-creation.md3,161 B
  • finetuning/workflows/diagnose-poor-results.md2,401 B
  • finetuning/workflows/full-pipeline.md3,167 B
  • finetuning/workflows/iterative-training.md3,178 B
  • finetuning/workflows/quickstart.md4,600 B
  • foundry-agent/agent-optimizer/agent-optimizer.md3,372 B
  • foundry-agent/agent-optimizer/references/azd-setup.md1,221 B
  • foundry-agent/agent-optimizer/references/eval-yaml.md3,311 B
  • foundry-agent/agent-optimizer/references/optimize-workflow.md2,187 B
  • foundry-agent/agent-optimizer/references/python-patterns.md4,096 B
  • foundry-agent/agent-optimizer/references/scaffold.md3,415 B
  • foundry-agent/azd-guidance/azd-guidance.md1,230 B
  • foundry-agent/azd-guidance/references/azd-ai-cli.md8,913 B
  • foundry-agent/cicd/cicd.md301 B
  • foundry-agent/create/create-hosted.md33.7K B
  • foundry-agent/create/create-prompt.md4,276 B
  • foundry-agent/create/quick-start-hosted.md23.9K B
  • foundry-agent/create/references/enable-incoming-a2a.md3,740 B
  • foundry-agent/create/references/foundry-model.md1,598 B
  • foundry-agent/create/references/foundry-tool-catalog.md43.9K B
  • foundry-agent/create/references/guardrails/guardrail-api-create.md3,860 B
  • foundry-agent/create/references/guardrails/guardrail-attach.md3,855 B
  • foundry-agent/create/references/guardrails/guardrail-manage.md2,197 B
  • foundry-agent/create/references/langchain-langgraph-hosting.md2,257 B
  • foundry-agent/create/references/local-run.md10.6K B
  • foundry-agent/create/references/re-host.md2,683 B
  • foundry-agent/create/references/sdk-operations.md2,216 B
  • foundry-agent/create/references/skills/skill-attach.md7,176 B
  • foundry-agent/create/references/skills/skill-manage.md5,490 B
  • foundry-agent/create/references/skills/skill-toolbox-attach.md5,226 B

Snapshot inspected Oct 8, 2026. Adding uses a fresh GitHub revision and checks it separately.

Your vault, your checks

  1. 01
    Inspect the source

    Review the exact revision, files and available capacity.

  2. 02
    Save a private Draft

    Run your vault’s security scan and complete any required review.

  3. 03
    Use the approved version

    Make it available through your existing agent connection.

Observed activity

All-time installs reported by skills.sh. Daily observations start when this catalog is first synchronized.

DateInstallsRank
Sep 27, 2026614,570#56
Sep 28, 2026615,708#56
Sep 30, 2026621,005#57
Oct 1, 2026623,598#57
Oct 2, 2026626,299#58
Oct 3, 2026628,249#58
Oct 5, 2026629,948#59