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refactor: improve re-host scenario in foundry skill - #3063

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anchenyi merged 2 commits into
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anchenyi/improve-re-host
Aug 14, 2026
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refactor: improve re-host scenario in foundry skill#3063
anchenyi merged 2 commits into
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anchenyi/improve-re-host

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Description

Improve the hosted-agent re-host scenario and some other creation workflow.

  • Add a dedicated re-hosting workflow for agents from other platforms.
  • Add a Foundry model reference for querying regional model metadata, supported SKUs, and quota usage.
  • Clarify that azd ai agent init uses one sample while other relevant samples may be consulted as implementation references.
  • Run azd env set as separate commands after initialization and from the scaffolded project directory.
  • Change the hosted-agent and migration E2E eval regions from eastus2 to eastus.

Checklist

  • Tests pass locally (cd tests && npm test)
  • Title has one of the prefixes: fix:, feat:, feature:, chore:, misc:, test:, eval:
  • If modifying skill descriptions: verified routing correctness with integration tests (In tests/, npm run test:integration -- <skill> or npm run test:vally -- --skill <skill>)

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Details# 🔍 Token Analysis Report

@github-copilot-for-azure/scripts@1.0.0 tokens
node --import tsx src/tokens/cli.ts compare --base origin/main --head HEAD --markdown

fatal: path 'plugins/azure-skills/skills/microsoft-foundry/foundry-agent/create/references/foundry-model.md' exists on disk, but not in 'origin/main'
fatal: path 'plugins/azure-skills/skills/microsoft-foundry/foundry-agent/create/references/re-host.md' exists on disk, but not in 'origin/main'

📊 Token Change Report

Comparing origin/mainHEAD

Summary

Metric Value
📈 Total Change +1,066 tokens (+8%)
Before 13,203 tokens
After 14,269 tokens
Files Changed 4

Changed Files

File Before After Change
plugins/azure-skills/skills/microsoft-foundry/foundry-agent/create/references/re-host.md - 671 +671
plugins/azure-skills/skills/microsoft-foundry/foundry-agent/create/references/foundry-model.md - 365 +365
plugins/azure-skills/skills/microsoft-foundry/foundry-agent/create/quick-start-hosted.md 5,397 5,635 +238 (+4%)
plugins/azure-skills/skills/microsoft-foundry/foundry-agent/create/create-hosted.md 7,806 7,598 -208 (-3%)

@github-copilot-for-azure/scripts@1.0.0 tokens
node --import tsx src/tokens/cli.ts check --markdown

📊 Token Limit Check Report

Checked: 848 files
Exceeded: 116 files

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Consider moving content to references/ subdirectories.


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Pull request overview

This PR refactors the microsoft-foundry skill’s hosted-agent creation guidance to better support “re-host an existing agent” scenarios, adds a dedicated Foundry model/quota reference, and updates E2E eval prompts to use eastus.

Changes:

  • Added dedicated re-hosting documentation and a Foundry model/quota reference page.
  • Updated hosted-agent creation docs to clarify sample usage, environment setting flow, and where to consult model metadata/quota guidance.
  • Updated the Foundry skill eval stimuli regions from eastus2 to eastus.

Reviewed changes

Copilot reviewed 5 out of 5 changed files in this pull request and generated 3 comments.

Show a summary per file
File Description
plugins/azure-skills/skills/microsoft-foundry/foundry-agent/create/references/re-host.md New re-host workflow reference for migrating/rehoming agents into Foundry.
plugins/azure-skills/skills/microsoft-foundry/foundry-agent/create/references/foundry-model.md New reference for querying regional model catalog and usage/quota.
plugins/azure-skills/skills/microsoft-foundry/foundry-agent/create/quick-start-hosted.md Clarifies sample-selection usage, env-setting sequence, and model/quota troubleshooting reference.
plugins/azure-skills/skills/microsoft-foundry/foundry-agent/create/create-hosted.md Extracts re-host flow into dedicated reference, refines env-setting guidance, and links to model reference.
evals/azure-skills/microsoft-foundry/eval.yaml Switches hosted-agent and migration eval regions from eastus2 to eastus.

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Pull request overview

Copilot reviewed 5 out of 5 changed files in this pull request and generated no new comments.

Suppressed comments (8)

plugins/azure-skills/skills/microsoft-foundry/foundry-agent/create/references/re-host.md:14

  • “agent code” is typically treated as an uncountable noun here; “agent codes” reads awkwardly in this sentence.
To scaffold a Foundry agent project with existing agent codes, run:

plugins/azure-skills/skills/microsoft-foundry/foundry-agent/create/create-hosted.md:198

  • Hyphenate “model-related” (compound adjective) for consistency with quick-start-hosted.md and other documentation.
Read [Foundry Model Reference](./references/foundry-model.md) and follow the steps in it when you want to query model related data.

plugins/azure-skills/skills/microsoft-foundry/foundry-agent/create/references/re-host.md:31

  • This section uses informal wording (“awesome”) and bare URLs. Elsewhere in this skill, sample links are formatted as Markdown links (e.g., create/references/use-toolbox-in-hosted-agent.md:20-24); aligning improves readability and consistency.
For reference, here are some awesome samples for re-hosting scenarios:
1. Re-host agents built with the OpenAI Agents SDK: https://github.com/microsoft-foundry/foundry-samples/tree/main/samples/python/hosted-agents/bring-your-own/responses/openai-agents-sdk
2. Re-host agents built with the Claude Agent SDK: https://github.com/microsoft-foundry/foundry-samples/tree/main/samples/python/hosted-agents/bring-your-own/invocations/claude-agent-sdk

plugins/azure-skills/skills/microsoft-foundry/foundry-agent/create/references/foundry-model.md:36

  • Grammar: “agent support” reads more naturally than “agents support” in this bullet.
- Capabilities such as Responses, chat completions, and agents support.

plugins/azure-skills/skills/microsoft-foundry/foundry-agent/create/references/foundry-model.md:41

  • The command shown returns all usage records for the subscription+region; it doesn’t directly query “the exact model and SKU”. Tweaking this sentence to mention filtering avoids implying the CLI call is already scoped.
Query the regional usage record for the exact model and SKU, then calculate the currently available quota:

plugins/azure-skills/skills/microsoft-foundry/foundry-agent/create/references/re-host.md:49

  • Hyphenate the compound adjective “model-related” for consistency with other docs (and this PR’s own quick-start-hosted.md).
Read [Foundry Model Reference](./foundry-model.md) and follow the steps in it when you want to query model related data.

plugins/azure-skills/skills/microsoft-foundry/foundry-agent/create/quick-start-hosted.md:86

  • Add the missing article (“the user’s task”) to avoid a grammatical stumble in this guidance sentence.
You should pick only one sample for `azd ai agent init`, but you can browse multiple samples relevant to user's task as code reference.

plugins/azure-skills/skills/microsoft-foundry/foundry-agent/create/create-hosted.md:147

  • Hyphenate “model-related” (compound adjective) for consistency with quick-start-hosted.md and other documentation.

This issue also appears on line 198 of the same file.

Read [Foundry Model Reference](./references/foundry-model.md) and follow the steps in it when you want to query model related data.

@anchenyi
anchenyi merged commit ee6d087 into main Aug 14, 2026
13 of 14 checks passed
@anchenyi
anchenyi deleted the anchenyi/improve-re-host branch August 14, 2026 02:30
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