Azsdk Common Pipeline Analysis
Azure/azure-sdk-tools
Analyze Azure SDK CI/CD pipeline failures into a structured diagnosis, and define the required output format.
Expert knowledge for Azure App Testing development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations…
$ npx skills add MicrosoftDocs/Agent-Skills --skill azure-app-testing -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install MicrosoftDocs/Agent-Skills azure-app-testing --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/MicrosoftDocs/Agent-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/azure-app-testing .claude/skills/azure-app-testing && rm -rf skills-srcUse ~/.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/
Install the "azure-app-testing" agent skill from https://github.com/MicrosoftDocs/Agent-Skills/tree/main/skills/azure-app-testing into .claude/skills/azure-app-testing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "azure-app-testing", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/MicrosoftDocs/Agent-Skills/tree/main/skills/azure-app-testingType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add MicrosoftDocs/Agent-Skills --skill azure-app-testing -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install MicrosoftDocs/Agent-Skills azure-app-testing --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/MicrosoftDocs/Agent-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/azure-app-testing .agents/skills/azure-app-testing && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "azure-app-testing" agent skill from https://github.com/MicrosoftDocs/Agent-Skills/tree/main/skills/azure-app-testing into .agents/skills/azure-app-testing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "azure-app-testing", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add MicrosoftDocs/Agent-Skills --skill azure-app-testing -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install MicrosoftDocs/Agent-Skills azure-app-testing --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/MicrosoftDocs/Agent-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/azure-app-testing .cursor/skills/azure-app-testing && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "azure-app-testing" agent skill from https://github.com/MicrosoftDocs/Agent-Skills/tree/main/skills/azure-app-testing into .cursor/skills/azure-app-testing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "azure-app-testing", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/MicrosoftDocs/Agent-Skills.git --path skills/azure-app-testing--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add MicrosoftDocs/Agent-Skills --skill azure-app-testing -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install MicrosoftDocs/Agent-Skills azure-app-testing --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/MicrosoftDocs/Agent-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/azure-app-testing .gemini/skills/azure-app-testing && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "azure-app-testing" agent skill from https://github.com/MicrosoftDocs/Agent-Skills/tree/main/skills/azure-app-testing into .gemini/skills/azure-app-testing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "azure-app-testing", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install MicrosoftDocs/Agent-Skills azure-app-testingInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add MicrosoftDocs/Agent-Skills --skill azure-app-testing -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/MicrosoftDocs/Agent-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/azure-app-testing .github/skills/azure-app-testing && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "azure-app-testing" agent skill from https://github.com/MicrosoftDocs/Agent-Skills/tree/main/skills/azure-app-testing into .github/skills/azure-app-testing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "azure-app-testing", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add MicrosoftDocs/Agent-Skills --skill azure-app-testing -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install MicrosoftDocs/Agent-Skills azure-app-testing --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/MicrosoftDocs/Agent-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/azure-app-testing .opencode/skills/azure-app-testing && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "azure-app-testing" agent skill from https://github.com/MicrosoftDocs/Agent-Skills/tree/main/skills/azure-app-testing into .opencode/skills/azure-app-testing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "azure-app-testing", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
azure-app-testingExpert knowledge for Azure App Testing development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations…
Azure App Testing is an agent skill from MicrosoftDocs/Agent-Skills, published by the product's own GitHub organization. Expert knowledge for Azure App Testing development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when running Azure Load Testing, Playwright Workspaces, JMeter/Locust tests, private endpoint/VNet tests, or CI/CD runs, and other Azure App Testing related development tasks. Not for Azure Test Plans (use azure-test-plans), Azure DevOps (use azure-devops), Azure Pipelines (use…
Its SKILL.md is about 3.6k 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 Testing & QA, covering Load testing, Design patterns and Test generation. It works with Microsoft Azure, Azure DevOps, Playwright and Model Context Protocol. 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.
Read from SKILL.md and the folder at commit ba74e8f. It shows what the files ask for, not the result of running them.
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.
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.
Links to these hosts (documentation or services it may open):
learn.microsoft.comgithub.comFrom URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Requires network access. Uses mcp_microsoftdocs:microsoft_docs_fetch or fetch_webpage to retrieve documentation.
From compatibility in the SKILL.md frontmatter.
Azure App Testing loads about 3.6k tokens when it runs. Until then it costs about 149 tokens; SKILL.md has 950 words of instructions outside code blocks.
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.
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.
The full file from MicrosoftDocs/Agent-Skills at commit ba74e8f, republished under its CC-BY-4.0 licence (© MicrosoftDocs). 950 words, ~3,575 tokens.
.claude/skills/azure-app-testing/SKILL.md (or your agent's skills folder).This skill provides expert guidance for Azure App Testing. Covers troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. It combines local quick-reference content with remote documentation fetching capabilities.
IMPORTANT for Agent: Use the Category Index below to locate relevant sections. For categories with line ranges (e.g.,
L35-L120), useread_filewith the specified lines. For categories with file links (e.g.,[security.md](security.md)), useread_fileon the linked reference file
IMPORTANT for Agent: If
metadata.generated_atis more than 3 months old, suggest the user pull the latest version from the repository. Ifmcp_microsoftdocstools are not available, suggest the user install it: Installation Guide
This skill requires network access to fetch documentation content:
mcp_microsoftdocs:microsoft_docs_fetch with query string from=learn-agent-skill. Returns Markdown.fetch_webpage with query string from=learn-agent-skill&accept=text/markdown. Returns Markdown.| Category | Lines | Description |
|---|---|---|
| Troubleshooting | L37-L48 | Diagnosing and fixing Azure Load Testing issues, including AI-driven insights, debug mode, browser recorder, private endpoints, and Playwright Workspaces (remote MCP, reporting, and test run errors). |
| Best Practices | L49-L57 | Guidance on load testing App Service apps, tuning high-scale tests, finding performance bottlenecks, and optimizing Playwright Workspace tests for reliability and low latency. |
| Decision Making | L58-L65 | Guides for deciding load test resource moves (regions, groups, subscriptions) and tuning performance settings like Azure Functions configs and Playwright parallelism. |
| Architecture & Design Patterns | L66-L71 | Designing Azure Load Testing setups with virtual networks and private endpoints, including VNet-injected tests, network isolation, and testing services over private connectivity. |
| Limits & Quotas | L72-L79 | Usage caps, service limits, and configuration for Azure Load Testing and Playwright Workspaces, including monthly quotas, free trial restrictions, and how to adjust or review these limits. |
| Security | L80-L92 | Securing Azure Load Testing and Playwright Workspaces: RBAC, auth for endpoints, managed identities, Key Vault, CMK encryption, certificates, access tokens, and Azure Policy controls. |
| Configuration | L93-L113 | Configuring and running Azure Load Testing and Playwright Workspaces: test definitions, HTTP/JMeter settings, secrets, monitoring, baselines, reporting/export, CI/CD YAML, scheduling, and multi-region load. |
| Integrations & Coding Patterns | L114-L125 | Patterns and tools for integrating Azure Load Testing with JMeter, Locust, VS Code/Copilot, CSV data, plugins, and Playwright (including MCP and local/private app testing). |
| Deployment | L126-L130 | Setting up and automating CI/CD for Azure Load Testing, including manual pipeline configuration and integration with Azure Pipelines for automated test runs. |
| Topic | URL |
|---|---|
| Load test Azure App Service apps with Azure Load Testing | https://learn.microsoft.com/en-us/azure/app-testing/load-testing/concept-load-test-app-service |
| Configure high-scale load tests and engine instances in Azure | https://learn.microsoft.com/en-us/azure/app-testing/load-testing/how-to-high-scale-load |
| Identify performance bottlenecks using Azure Load Testing | https://learn.microsoft.com/en-us/azure/app-testing/load-testing/tutorial-identify-bottlenecks-azure-portal |
| Configure Playwright visual comparisons in Workspaces reliably | https://learn.microsoft.com/en-us/azure/app-testing/playwright-workspaces/how-to-configure-visual-comparisons |
| Optimize regional latency for Playwright Workspaces tests | https://learn.microsoft.com/en-us/azure/app-testing/playwright-workspaces/how-to-optimize-regional-latency |
| Topic | URL |
|---|---|
| Move Azure Load Testing resources between regions | https://learn.microsoft.com/en-us/azure/app-testing/load-testing/how-to-move-between-regions |
| Move Azure Load Testing resources across resource groups or subscriptions | https://learn.microsoft.com/en-us/azure/app-testing/load-testing/how-to-move-between-resource-groups-subscriptions |
| Choose optimal Azure Functions configuration with load tests | https://learn.microsoft.com/en-us/azure/app-testing/load-testing/how-to-optimize-azure-functions |
| Determine optimal Playwright Workspaces parallelism configuration | https://learn.microsoft.com/en-us/azure/app-testing/playwright-workspaces/concept-determine-optimal-configuration |
| Topic | URL |
|---|---|
| Choose virtual network deployment scenarios for Azure Load Testing | https://learn.microsoft.com/en-us/azure/app-testing/load-testing/concept-azure-load-testing-vnet-injection |
| Test private endpoints with virtual network–injected Azure Load Testing | https://learn.microsoft.com/en-us/azure/app-testing/load-testing/how-to-test-private-endpoint |
| Topic | URL |
|---|---|
| Configure monthly usage limits for Azure Load Testing | https://learn.microsoft.com/en-us/azure/app-testing/load-testing/how-to-manage-usage-limits |
| Service limits and quotas for Azure Load Testing | https://learn.microsoft.com/en-us/azure/app-testing/load-testing/resource-limits-quotas-capacity |
| Understand Playwright Workspaces free trial limits | https://learn.microsoft.com/en-us/azure/app-testing/playwright-workspaces/how-to-try-playwright-workspaces-free |
| Review Playwright Workspaces limits and configuration | https://learn.microsoft.com/en-us/azure/app-testing/playwright-workspaces/resource-limits-quotas-capacity |
| Topic | URL |
|---|---|
| Manually configure CI/CD pipelines for Azure Load Testing | https://learn.microsoft.com/en-us/azure/app-testing/load-testing/how-to-configure-load-test-cicd |
| Automate Azure Load Testing in Azure Pipelines CI/CD | https://learn.microsoft.com/en-us/azure/app-testing/load-testing/quickstart-add-load-test-cicd |
© 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
Just SKILL.md in skills/azure-app-testing of MicrosoftDocs/Agent-Skills.
Open the folder on GitHubat commit ba74e8f
Azure App Testing 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Azure App Testing this skillMicrosoftDocs/Agent-Skills | 775 | — | ~3.6k | Automated safety check: Pass | CC-BY-4.0 | |
| Azsdk Common Pipeline AnalysisAzure/azure-sdk-tools | 134 | — | ~1.2k | Automated safety check: Pass | MIT | |
| Sdaf Quality AssuranceAzure/sap-automation | 145 | — | ~1.6k | Automated safety check: Pass | MIT | |
| Record E2E Giflablup/backend.ai-webui | 133 | — | ~907 | Automated safety check: Notes | LGPL-3.0 | |
| Testrailalirezarezvani/claude-skills | 28k | 1 repos | ~966 | Automated safety check: Pass | MIT | |
| Testing Course Samplesmicrosoft/ai-agents-for-beginners | 77k | — | ~1.1k | Automated safety check: Notes | MIT |
Azure/azure-sdk-tools
Analyze Azure SDK CI/CD pipeline failures into a structured diagnosis, and define the required output format.
Azure/sap-automation
Validate a deployed SDAF SAP system through the SDAF-owned QA entry points: the local quality-assurance menu and the documented Azure DevOps pipeline 13 path.
lablup/backend.ai-webui
Record Playwright e2e tests as one GIF per test case (video → ffmpeg palette GIF) and return a markdown table for a PR description.
alirezarezvani/claude-skills
Sync tests with TestRail. An agent skill from alirezarezvani/claude-skills.
microsoft/ai-agents-for-beginners
A skill your agent uses when asked to validate, test, smoke-test, or run the course's notebook and code samples against a live Microsoft Foundry / Azure OpenAI configuration.
EliasOulkadi/shokunin
Generate unit, integration, E2E, and visual regression tests following the Testing Trophy methodology (80% integration).
MicrosoftDocs/Agent-Skills
Expert knowledge for Azure AI Personalizer development including troubleshooting, decision making, security, configuration, and integrations & coding patterns.
MicrosoftDocs/Agent-Skills
Guides Azure solution design by category, from reference architectures and design patterns to technology choices and migrations, fetching current Microsoft Learn pages over the network.
MicrosoftDocs/Agent-Skills
Reference guidance for Azure Advisor work: recommendations, alerts and digests, workbooks, RBAC access and sovereign-cloud limits, fetched from Microsoft Learn.
MicrosoftDocs/Agent-Skills
Looks up Microsoft Learn guidance for Azure AI Vision: Image Analysis, Read OCR containers, smart-crop thumbnails, background removal and video frame analysis, plus limits and deployment.
MicrosoftDocs/Agent-Skills
Expert knowledge for Azure Analysis Services development including troubleshooting.
MicrosoftDocs/Agent-Skills
Expert knowledge for Azure AI Anomaly Detector development including troubleshooting, best practices, limits & quotas, configuration, and deployment.
Categories
Expert knowledge for Azure App Testing development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations…. Azure App Testing is an agent skill from MicrosoftDocs/Agent-Skills, published by the product's own GitHub organization. Expert knowledge for Azure App Testing development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment.
Azure App Testing fits situations like: running Azure Load Testing; playwright Workspaces; JMeter/Locust tests; private endpoint/VNet tests.
Run `npx skills add MicrosoftDocs/Agent-Skills --skill azure-app-testing -a claude-code`. Or copy the skill folder (skills/azure-app-testing in MicrosoftDocs/Agent-Skills) into .claude/skills/azure-app-testing in your project. Claude Code loads it when a task matches its description.
Run `npx skills add MicrosoftDocs/Agent-Skills --skill azure-app-testing -a codex`. Or copy the skill folder (skills/azure-app-testing in MicrosoftDocs/Agent-Skills) into .agents/skills/azure-app-testing in your project. Codex loads it when a task matches its description.
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-app-testing -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-app-testing, .gemini/skills/azure-app-testing, .github/skills/azure-app-testing and .opencode/skills/azure-app-testing in your project.
SKILL.md names no scripts, command-line tools or credentials: Azure App Testing is instructions for the agent only. Compatibility (from SKILL.md): Requires network access. Uses mcp_microsoftdocs:microsoft_docs_fetch or fetch_webpage to retrieve documentation..
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.
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.
Azure App Testing 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.
About 3.6k tokens (SKILL.md is roughly 14k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Azure App Testing: Azsdk Common Pipeline Analysis (Azure/azure-sdk-tools, 134 stars), Sdaf Quality Assurance (Azure/sap-automation, 145 stars), Record E2E Gif (lablup/backend.ai-webui, 133 stars) and Testrail (alirezarezvani/claude-skills, 28k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
MicrosoftDocs (a GitHub organization, an official publisher) maintains it in MicrosoftDocs/Agent-Skills, which has 775 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.