microsoft/azure-skills
microsoft-foundry
Build, deploy, evaluate, optimize, fine-tune, and manage Microsoft Foundry agents, models, and resources end to end. USE FOR: 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, 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, 2026What 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 Bfinetuning/references/agentic-rft.md3,234 Bfinetuning/references/dataset-formats.md3,740 Bfinetuning/references/deployment.md3,503 Bfinetuning/references/evaluation.md5,924 Bfinetuning/references/grader-design.md3,437 Bfinetuning/references/hyperparameters.md3,233 Bfinetuning/references/large-file-uploads.md927 Bfinetuning/references/platform-gotchas.md2,069 Bfinetuning/references/reward-hacking.md2,945 Bfinetuning/references/training-curves.md4,183 Bfinetuning/references/training-types.md3,161 Bfinetuning/references/vision-fine-tuning.md4,205 Bfinetuning/scripts/calibrate_grader.py9,493 Bfinetuning/scripts/check_training.py7,987 Bfinetuning/scripts/cleanup.py9,687 Bfinetuning/scripts/common.py7,808 Bfinetuning/scripts/convert_dataset.py10.9K Bfinetuning/scripts/deploy_model.py9,618 Bfinetuning/scripts/evaluate_model.py11.7K Bfinetuning/scripts/generate_distillation_data.py10.3K Bfinetuning/scripts/monitor_training.py5,866 Bfinetuning/scripts/score_dataset.py7,873 Bfinetuning/scripts/submit_training.py11.1K Bfinetuning/scripts/validate/__init__.py305 Bfinetuning/scripts/validate/data_stats.py6,331 Bfinetuning/scripts/validate/validate_dpo.py3,807 Bfinetuning/scripts/validate/validate_rft.py8,799 Bfinetuning/scripts/validate/validate_sft.py4,573 Bfinetuning/SKILL.md5,509 Bfinetuning/workflows/dataset-creation.md3,161 Bfinetuning/workflows/diagnose-poor-results.md2,401 Bfinetuning/workflows/full-pipeline.md3,167 Bfinetuning/workflows/iterative-training.md3,178 Bfinetuning/workflows/quickstart.md4,600 Bfoundry-agent/agent-optimizer/agent-optimizer.md3,423 Bfoundry-agent/agent-optimizer/references/azd-setup.md1,221 Bfoundry-agent/agent-optimizer/references/eval-yaml.md3,311 Bfoundry-agent/agent-optimizer/references/optimize-workflow.md2,187 Bfoundry-agent/agent-optimizer/references/python-patterns.md4,096 Bfoundry-agent/agent-optimizer/references/scaffold.md3,415 Bfoundry-agent/azd-guidance/azd-guidance.md1,230 Bfoundry-agent/azd-guidance/references/azd-ai-cli.md8,920 Bfoundry-agent/cicd/cicd.md301 Bfoundry-agent/create/create-hosted.md30.5K Bfoundry-agent/create/create-prompt.md4,276 Bfoundry-agent/create/quick-start-hosted.md22.7K Bfoundry-agent/create/references/enable-incoming-a2a.md3,740 Bfoundry-agent/create/references/foundry-model.md1,459 Bfoundry-agent/create/references/foundry-tool-catalog.md43.9K Bfoundry-agent/create/references/guardrails/guardrail-api-create.md3,860 Bfoundry-agent/create/references/guardrails/guardrail-attach.md3,855 Bfoundry-agent/create/references/guardrails/guardrail-manage.md2,197 Bfoundry-agent/create/references/local-run.md9,777 Bfoundry-agent/create/references/re-host.md2,683 Bfoundry-agent/create/references/sdk-operations.md2,216 Bfoundry-agent/create/references/skills/skill-attach.md7,176 Bfoundry-agent/create/references/skills/skill-manage.md5,490 Bfoundry-agent/create/references/skills/skill-toolbox-attach.md5,226 Bfoundry-agent/create/references/tools/prompt-agent/agent-tools.md4,573 B
Snapshot inspected Sep 8, 2026. Adding uses a fresh GitHub revision and checks it separately.
Your vault, your checks
- 01Inspect the source
Review the exact revision, files and available capacity.
- 02Save a private Draft
Run your vault’s security scan and complete any required review.
- 03Use 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.
| Date | Installs | Rank |
|---|---|---|
| Sep 7, 2026 | 575,058 | #42 |
| Sep 9, 2026 | 577,599 | #44 |
| Sep 10, 2026 | 580,392 | #44 |
| Sep 11, 2026 | 583,309 | #44 |
| Sep 13, 2026 | 586,612 | #45 |
| Sep 14, 2026 | 587,554 | #45 |
| Sep 15, 2026 | 590,138 | #45 |