Official agent skill

Azure Translator

by MicrosoftDocs in MicrosoftDocs/Agent-Skills

Expert knowledge for Azure Translator development including troubleshooting, best practices, decision making, limits & quotas, security, configuration, integrations & coding patterns, and deployment.

OfficialCC-BY-4.0Auto-check passedDevOps & Cloud

Install Azure Translator

skills CLI
$ npx skills add MicrosoftDocs/Agent-Skills --skill azure-translator -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install MicrosoftDocs/Agent-Skills azure-translator --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/MicrosoftDocs/Agent-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/azure-translator .claude/skills/azure-translator && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
azure-translator
GitHub stars
777
Token cost
~4.4k tokens
SKILL.md length
1,004 words
Files
1
Skills in repo
149
Repo updated
First seen
Licence
CC-BY-4.0

At a glance

Expert knowledge for Azure Translator development including troubleshooting, best practices, decision making, limits & quotas, security, configuration, integrations & coding patterns, and deployment.

  • Using translate/detect/dictionary APIs
  • SKILL.md covers How to Use This Skill and Category Index
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Custom Translator

What it does

Azure Translator is an agent skill from MicrosoftDocs/Agent-Skills, published by the product's own GitHub organization. Expert knowledge for Azure Translator development including troubleshooting, best practices, decision making, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when using translate/detect/dictionary APIs, Custom Translator, glossaries, document jobs, or Docker containers, and other Azure Translator related development tasks. Not for Azure AI Language (use azure-language-service), Azure Speech in Foundry Tools (use azure-speech), Azure AI Document Intelligence (use…

Its SKILL.md is about 4.4k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts. Compatibility notes: Requires network access. Uses mcpmicrosoftdocs:microsoftdocsfetch or fetchwebpage to retrieve documentation.

It sits in DevOps & Cloud, covering Translation and Containers. It works with Azure AI Translator, Azure AI Document Intelligence, Microsoft Azure and Azure AI Speech. The repository describes itself as: Curated Agent Skills for Microsoft & Azure – giving AI coding assistants structured, real-time expertise from Microsoft Learn docs. The licence is CC-BY-4.0.

When your agent uses it

  • Using translate/detect/dictionary APIs
  • Custom Translator
  • Docker containers
  • Other Azure Translator related development tasks

Example prompts

  • “/azure-translator”

Requirements

  • Docker
  • Compatibility (from SKILL.md): Requires network access. Uses mcp_microsoftdocs:microsoft_docs_fetch or fetch_webpage to retrieve documentation.

What it can do on your machine

Read from SKILL.md and the folder at commit ba74e8f. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Links to these hosts (documentation or services it may open):

    • learn.microsoft.com
    • github.com

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

  • Compatibility

    Requires network access. Uses mcp_microsoftdocs:microsoft_docs_fetch or fetch_webpage to retrieve documentation.

    From compatibility in the SKILL.md frontmatter.

Context cost

Azure Translator loads about 4.4k tokens when it runs. Until then it costs about 154 tokens; SKILL.md has 1,004 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~154
When it runs · the whole SKILL.md, loaded when a task matches
~4.4k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from MicrosoftDocs/Agent-Skills at commit ba74e8f, republished under its CC-BY-4.0 licence (© MicrosoftDocs). 1,004 words, ~4,368 tokens.

Download SKILL.mdSave it as .claude/skills/azure-translator/SKILL.md (or your agent's skills folder).
name
azure-translator
description
Expert knowledge for Azure Translator development including troubleshooting, best practices, decision making, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when using translate/detect/dictionary APIs, Custom Translator, glossaries, document jobs, or Docker containers, and other Azure Translator related development tasks. Not for Azure AI Language (use azure-language-service), Azure Speech in Foundry Tools (use azure-speech), Azure AI Document Intelligence (use azure-document-intelligence), Azure AI Immersive Reader (use azure-immersive-reader).
compatibility
Requires network access. Uses mcp_microsoftdocs:microsoft_docs_fetch or fetch_webpage to retrieve documentation.
metadata.generated_at
2026-09-20
metadata.generator
docs2skills/1.0.0

Azure Translator Skill

This skill provides expert guidance for Azure Translator. Covers troubleshooting, best practices, decision making, limits & quotas, security, configuration, integrations & coding patterns, and deployment. It combines local quick-reference content with remote documentation fetching capabilities.

How to Use This Skill

IMPORTANT for Agent: Use the Category Index below to locate relevant sections. For categories with line ranges (e.g., L35-L120), use read_file with the specified lines. For categories with file links (e.g., [security.md](security.md)), use read_file on the linked reference file

IMPORTANT for Agent: If metadata.generated_at is more than 3 months old, suggest the user pull the latest version from the repository. If mcp_microsoftdocs tools are not available, suggest the user install it: Installation Guide

This skill requires network access to fetch documentation content:

  • Preferred: Use mcp_microsoftdocs:microsoft_docs_fetch with query string from=learn-agent-skill. Returns Markdown.
  • Fallback: Use fetch_webpage with query string from=learn-agent-skill&accept=text/markdown. Returns Markdown.

Category Index

CategoryLinesDescription
TroubleshootingL36-L41Diagnosing and fixing Azure Translator errors: container startup/runtime issues, usage/FAQ problems, known service bugs, and interpreting HTTP status/error codes for troubleshooting.
Best PracticesL42-L51Best practices for preparing training data, training Custom Translator models, using glossaries, building reliable batch document workflows, and operational guidance/FAQs for Azure Translator.
Decision MakingL52-L61Guides for choosing Translator models, regions, and infrastructure, and for planning and executing migrations/upgrades between Translator API versions and Custom Translator platforms.
Limits & QuotasL62-L67Language, locale, and feature availability for Azure Translator/Translator Pro, plus text and document size, rate, and usage limits and quotas.
SecurityL68-L79Securing Azure Translator: auth (keys, Entra ID, SAS, managed identities), firewall/VNet access, customer-managed keys, and secure deployments (incl. Foundry Tools).
ConfigurationL80-L101Configuring Azure Translator: resource setup, containers, Custom Translator projects, API parameters (translate/detect/dictionary), tagging, profanity filters, alignment, transliteration, and monitoring usage.
Integrations & Coding PatternsL102-L141How to call Translator REST/SDK APIs and containers for text, transliteration, and document translation, manage jobs/status, formats, glossaries, and integrate custom/adaptive models and Power Automate flows.
DeploymentL142-L145Running Translator as a Docker container: setup, configuration, authentication, environment variables, and deployment best practices on local or on-prem infrastructure.
Troubleshooting
Best Practices
Decision Making
Limits & Quotas
TopicURL
Check language and feature support in Azure Translatorhttps://learn.microsoft.com/en-us/azure/ai-services/translator/language-support
Azure Translator text and document service limitshttps://learn.microsoft.com/en-us/azure/ai-services/translator/service-limits
Security
Show full SKILL.md (445 more words)Show less
Configuration
TopicURL
Configure Azure Translator container runtime settingshttps://learn.microsoft.com/en-us/azure/ai-services/translator/containers/configuration
Apply document formats and naming rules in Custom Translatorhttps://learn.microsoft.com/en-us/azure/ai-services/translator/custom-translator/concepts/document-formats-naming-convention
Configure and manage Custom Translator projectshttps://learn.microsoft.com/en-us/azure/ai-services/translator/custom-translator/how-to/create-manage-project
Configure and manage Custom Translator workspaceshttps://learn.microsoft.com/en-us/azure/ai-services/translator/custom-translator/how-to/create-manage-workspace
Create and configure Azure Translator resourceshttps://learn.microsoft.com/en-us/azure/ai-services/translator/how-to/create-translator-resource
Use Azure Translator in sovereign cloud environmentshttps://learn.microsoft.com/en-us/azure/ai-services/translator/reference/sovereign-clouds
Use Translator 2026-06-06 translate API parametershttps://learn.microsoft.com/en-us/azure/ai-services/translator/text-translation/2026-06-06/translate-api
Tag content to prevent translation in Azure Translatorhttps://learn.microsoft.com/en-us/azure/ai-services/translator/text-translation/how-to/prevent-translation
Use dynamic dictionary markup in Azure Translatorhttps://learn.microsoft.com/en-us/azure/ai-services/translator/text-translation/how-to/use-dynamic-dictionary
Configure profanity filtering in Azure Translatorhttps://learn.microsoft.com/en-us/azure/ai-services/translator/text-translation/how-to/use-profanity-filtering
Enable word alignment in Azure Translator responseshttps://learn.microsoft.com/en-us/azure/ai-services/translator/text-translation/how-to/word-alignment
Monitor Azure Translator usage with Azure Monitor metricshttps://learn.microsoft.com/en-us/azure/ai-services/translator/text-translation/reference/metrics
Use Translator V3 BreakSentence method for sentence boundarieshttps://learn.microsoft.com/en-us/azure/ai-services/translator/text-translation/reference/v3/break-sentence
Call Translator V3 detect method to identify languagehttps://learn.microsoft.com/en-us/azure/ai-services/translator/text-translation/reference/v3/detect
Use Translator V3 dictionary examples for contextual usagehttps://learn.microsoft.com/en-us/azure/ai-services/translator/text-translation/reference/v3/dictionary-examples
Use Translator V3 dictionary lookup for alternative translationshttps://learn.microsoft.com/en-us/azure/ai-services/translator/text-translation/reference/v3/dictionary-lookup
Use Translator V3 translate method parametershttps://learn.microsoft.com/en-us/azure/ai-services/translator/text-translation/reference/v3/translate
Configure script transliteration with Translator V3https://learn.microsoft.com/en-us/azure/ai-services/translator/text-translation/reference/v3/transliterate
Integrations & Coding Patterns
TopicURL
Deploy user-managed glossary in Translator containershttps://learn.microsoft.com/en-us/azure/ai-services/translator/containers/deploy-user-managed-glossary
Call Translator container document translation APIhttps://learn.microsoft.com/en-us/azure/ai-services/translator/containers/translate-document-parameters
Use Translator container text translation parametershttps://learn.microsoft.com/en-us/azure/ai-services/translator/containers/translate-text-parameters
Use Translator container transliteration API parametershttps://learn.microsoft.com/en-us/azure/ai-services/translator/containers/transliterate-text-parameters
Call Translator API using a Custom Translator modelhttps://learn.microsoft.com/en-us/azure/ai-services/translator/custom-translator/how-to/translate-with-custom-model
Use asynchronous batch document translation with Azurehttps://learn.microsoft.com/en-us/azure/ai-services/translator/document-translation/latest/quickstarts/asynchronous
Integrate synchronous single-file document translation APIhttps://learn.microsoft.com/en-us/azure/ai-services/translator/document-translation/latest/quickstarts/synchronous
Cancel an asynchronous document translation jobhttps://learn.microsoft.com/en-us/azure/ai-services/translator/document-translation/latest/rest-api/cancel-translation
Retrieve status for all documents in a jobhttps://learn.microsoft.com/en-us/azure/ai-services/translator/document-translation/latest/rest-api/get-status-all-documents
List all document translation jobs via RESThttps://learn.microsoft.com/en-us/azure/ai-services/translator/document-translation/latest/rest-api/get-status-all-translations
Get status for a single translated documenthttps://learn.microsoft.com/en-us/azure/ai-services/translator/document-translation/latest/rest-api/get-status-specific-document
Get status of a specific translation jobhttps://learn.microsoft.com/en-us/azure/ai-services/translator/document-translation/latest/rest-api/get-status-specific-translation
Query supported document formats for translationhttps://learn.microsoft.com/en-us/azure/ai-services/translator/document-translation/latest/rest-api/get-supported-document-formats
Query supported glossary formats for translationhttps://learn.microsoft.com/en-us/azure/ai-services/translator/document-translation/latest/rest-api/get-supported-glossary-formats
Call Azure Document Translation asynchronous REST APIhttps://learn.microsoft.com/en-us/azure/ai-services/translator/document-translation/latest/rest-api/translate-asynchronous
Call synchronous document translation REST endpointhttps://learn.microsoft.com/en-us/azure/ai-services/translator/document-translation/latest/rest-api/translate-synchronous
Cancel a batch document translation jobhttps://learn.microsoft.com/en-us/azure/ai-services/translator/document-translation/reference/cancel-translation
Use Get document status in Translator Document Translationhttps://learn.microsoft.com/en-us/azure/ai-services/translator/document-translation/reference/get-document-status
Get status for all documents in a translation jobhttps://learn.microsoft.com/en-us/azure/ai-services/translator/document-translation/reference/get-documents-status
Retrieve supported document formats via RESThttps://learn.microsoft.com/en-us/azure/ai-services/translator/document-translation/reference/get-supported-document-formats
Retrieve supported glossary formats via RESThttps://learn.microsoft.com/en-us/azure/ai-services/translator/document-translation/reference/get-supported-glossary-formats
Get status of a document translation requesthttps://learn.microsoft.com/en-us/azure/ai-services/translator/document-translation/reference/get-translation-status
List translation jobs and statuses via RESThttps://learn.microsoft.com/en-us/azure/ai-services/translator/document-translation/reference/get-translations-status
Use Document Translation REST API operationshttps://learn.microsoft.com/en-us/azure/ai-services/translator/document-translation/reference/rest-api-guide
Start batch document translation via RESThttps://learn.microsoft.com/en-us/azure/ai-services/translator/document-translation/reference/start-batch-translation
Use synchronous text translation REST API for documentshttps://learn.microsoft.com/en-us/azure/ai-services/translator/document-translation/reference/translate-document
Integrate with adaptive custom translation (AdaptCT) APIhttps://learn.microsoft.com/en-us/azure/ai-services/translator/foundry/adaptive-custom-translation
Build document translation flows with Translator v3 connectorhttps://learn.microsoft.com/en-us/azure/ai-services/translator/solutions/connector/document-translation-flow
Configure text translation flows using Translator v3 connectorhttps://learn.microsoft.com/en-us/azure/ai-services/translator/solutions/connector/text-translator-flow
Use Azure Translator text translation REST APIshttps://learn.microsoft.com/en-us/azure/ai-services/translator/text-translation/2026-06-06/rest-api-guide
Call Azure Translator transliterate REST methodhttps://learn.microsoft.com/en-us/azure/ai-services/translator/text-translation/2026-06-06/transliterate-api
Use Azure Translator neural dictionary in appshttps://learn.microsoft.com/en-us/azure/ai-services/translator/text-translation/how-to/use-neural-dictionary
Use Azure Translator REST APIs with code exampleshttps://learn.microsoft.com/en-us/azure/ai-services/translator/text-translation/how-to/use-rest-api
Integrate Azure Translator via SDK client librarieshttps://learn.microsoft.com/en-us/azure/ai-services/translator/text-translation/quickstart/client-library-sdk
Call Azure Translator REST API programmaticallyhttps://learn.microsoft.com/en-us/azure/ai-services/translator/text-translation/quickstart/rest-api
Translator V3 API parameters and request schemahttps://learn.microsoft.com/en-us/azure/ai-services/translator/text-translation/reference/v3/reference
Deployment
TopicURL
Deploy and run Azure Translator container with Dockerhttps://learn.microsoft.com/en-us/azure/ai-services/translator/containers/install-run

© MicrosoftDocs, CC-BY-4.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in skills/azure-translator of MicrosoftDocs/Agent-Skills.

Open the folder on GitHubat commit ba74e8f

Compare with similar skills

Azure Translator next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Azure Translator compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Azure Translator this skillMicrosoftDocs/Agent-Skills777—~4.4kAutomated safety check: PassCC-BY-4.0
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Image Managementdotnet/dotnet-docker4.9k—~1.1kAutomated safety check: PassMIT
Build Imageskubernetes-sigs/cloud-provider-azure294—~1.7kAutomated safety check: PassApache-2.0
Ama Logs Update Charts Release Notesmicrosoft/Docker-Provider174—~2.6kAutomated safety check: PassCustom licence
Container Imagesmicrosoft/aspire.dev196—~2.5kAutomated safety check: PassMIT

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Questions about Azure Translator

What does Azure Translator do?

Expert knowledge for Azure Translator development including troubleshooting, best practices, decision making, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Azure Translator is an agent skill from MicrosoftDocs/Agent-Skills, published by the product's own GitHub organization. Expert knowledge for Azure Translator development including troubleshooting, best practices, decision making, limits & quotas, security, configuration, integrations & coding patterns, and deployment.

When should I use Azure Translator?

Azure Translator fits situations like: using translate/detect/dictionary APIs; custom Translator; Docker containers; other Azure Translator related development tasks.

How do I install Azure Translator in Claude Code?

Run `npx skills add MicrosoftDocs/Agent-Skills --skill azure-translator -a claude-code`. Or copy the skill folder (skills/azure-translator in MicrosoftDocs/Agent-Skills) into .claude/skills/azure-translator in your project. Claude Code loads it when a task matches its description.

How do I install Azure Translator in Codex?

Run `npx skills add MicrosoftDocs/Agent-Skills --skill azure-translator -a codex`. Or copy the skill folder (skills/azure-translator in MicrosoftDocs/Agent-Skills) into .agents/skills/azure-translator in your project. Codex loads it when a task matches its description.

Can I use Azure Translator in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add MicrosoftDocs/Agent-Skills --skill azure-translator -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/azure-translator, .gemini/skills/azure-translator, .github/skills/azure-translator and .opencode/skills/azure-translator in your project.

What does Azure Translator need to run?

SKILL.md names no scripts, command-line tools or credentials: Azure Translator is instructions for the agent only. Our summary lists: Docker. Compatibility (from SKILL.md): Requires network access. Uses mcp_microsoftdocs:microsoft_docs_fetch or fetch_webpage to retrieve documentation..

Does Azure Translator access the network?

SKILL.md names 2 domains. As links in the text: learn.microsoft.com and github.com. This is read from the text; nothing was executed.

Is Azure Translator safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Azure Translator use?

Azure Translator is published under the CC-BY-4.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Azure Translator use?

About 4.4k tokens (SKILL.md is roughly 17k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Azure Translator?

Skills that share tags, products or a category with Azure Translator: Build Openshell Mxc Windows (NVIDIA/OpenShell, 15k stars), Image Management (dotnet/dotnet-docker, 4.9k stars), Build Images (kubernetes-sigs/cloud-provider-azure, 294 stars) and Ama Logs Update Charts Release Notes (microsoft/Docker-Provider, 174 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Azure Translator?

MicrosoftDocs (a GitHub organization, an official publisher) maintains it in MicrosoftDocs/Agent-Skills, which has 777 GitHub stars. The repository holds 149 skills in this directory. The repository was last updated on October 5, 2026.

Source: MicrosoftDocs/Agent-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.