Microsoft Foundry β AI Agent Lifecycle
End-to-end Microsoft Foundry workflows β deploy agents, evaluate quality, fine-tune models, manage quotas and RBAC
- What
- End-to-end Microsoft Foundry workflows β deploy agents, evaluate quality, fine-tune models, manage quotas and RBAC
- Cost
- Free
- Needs
- a Muse account with skill installation enabled
- Install
- Copy the installer prompt below into your Muse β your agent does the rest.
π³ Paid Azure subscription required β Curated by Skill Harbor β the official Microsoft playbook for the full Microsoft Foundry lifecycle: scaffold and deploy hosted or prompt agents, invoke and chat with them, run batch and continuous evaluations, optimize prompts from trace data, fine-tune models (SFT distillation, DPO, RFT with graders), and manage the surrounding platform (quotas, capacity per region, RBAC role assignments, private-network isolation). By @microsoft, listed here with credit to its creator. Honest caveats: model deployments and fine-tuning jobs consume paid Azure AI capacity billed by compute time β check regional quota before deploying; the skill runs setup scripts and azd commands, so review what it executes. Skill Harbor never reviews the code, review it yourself before use.
Version:
Install
Prerequisites: a Muse account with skill installation enabled Install "Microsoft Foundry β AI Agent Lifecycle" for me. End-to-end Microsoft Foundry workflows β deploy agents, evaluate quality, fine-tune models, manage quotas and RBAC Repository: https://github.com/microsoft/azure-skills/blob/main/.github/plugins/azure-skills/skills/microsoft-foundry/SKILL.md 1. Fetch the SKILL.md file (and any helper files) from the repository path into a temporary folder and summarize what it does in one or two sentences. 2. Safety check: review the SKILL.md and scripts for anything suspicious (unexpected network calls, shell commands, credential harvesting). This repo should contain zero secrets in code, credentials only via the secure vault. Verify that holds here; STOP on any red flag and tell me. 3. Install it as a skill: copy SKILL.md and its helper files into the agent's skills directory, in a folder named "microsoft-foundry". 4. Verify with no network calls: frontmatter valid, files in place. 5. Report what was installed, where, and what I still need to do myself (e.g. save my API key in the vault). GitHub is optional: if I have a GitHub account or the gh CLI, you may use it; otherwise public access is fine. Never require it unless it's in the prerequisites above. Rules: don't touch anything outside the temp folder and the install target. If anything looks off, stop and ask me.
Questions
How do I install a build?
Every product page includes a copy-paste install prompt. Paste it into your Muse and it sets the build up for you β no manual configuration.
Where does my money go?
Straight to the seller. Skill Harbor never processes payments: checkout happens on the sellerβs own page, usually Stripe.
What does the β next to a creatorβs name mean?
It means we confirmed the identity of the person behind the listing. It says nothing about the code itself β always check a build before installing it.