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.
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.
$ npx skills add Azure/sap-automation --skill sdaf-quality-assurance -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Azure/sap-automation sdaf-quality-assurance --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/Azure/sap-automation.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/sdaf-quality-assurance .claude/skills/sdaf-quality-assurance && 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 "sdaf-quality-assurance" agent skill from https://github.com/Azure/sap-automation/tree/main/skills/sdaf-quality-assurance into .claude/skills/sdaf-quality-assurance/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sdaf-quality-assurance", 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/Azure/sap-automation/tree/main/skills/sdaf-quality-assuranceType 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 Azure/sap-automation --skill sdaf-quality-assurance -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Azure/sap-automation sdaf-quality-assurance --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Azure/sap-automation.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/sdaf-quality-assurance .agents/skills/sdaf-quality-assurance && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "sdaf-quality-assurance" agent skill from https://github.com/Azure/sap-automation/tree/main/skills/sdaf-quality-assurance into .agents/skills/sdaf-quality-assurance/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sdaf-quality-assurance", 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 Azure/sap-automation --skill sdaf-quality-assurance -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Azure/sap-automation sdaf-quality-assurance --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Azure/sap-automation.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/sdaf-quality-assurance .cursor/skills/sdaf-quality-assurance && 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 "sdaf-quality-assurance" agent skill from https://github.com/Azure/sap-automation/tree/main/skills/sdaf-quality-assurance into .cursor/skills/sdaf-quality-assurance/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sdaf-quality-assurance", 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/Azure/sap-automation.git --path skills/sdaf-quality-assurance--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 Azure/sap-automation --skill sdaf-quality-assurance -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Azure/sap-automation sdaf-quality-assurance --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Azure/sap-automation.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/sdaf-quality-assurance .gemini/skills/sdaf-quality-assurance && 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 "sdaf-quality-assurance" agent skill from https://github.com/Azure/sap-automation/tree/main/skills/sdaf-quality-assurance into .gemini/skills/sdaf-quality-assurance/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sdaf-quality-assurance", 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 Azure/sap-automation sdaf-quality-assuranceInstalls 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 Azure/sap-automation --skill sdaf-quality-assurance -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Azure/sap-automation.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/sdaf-quality-assurance .github/skills/sdaf-quality-assurance && 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 "sdaf-quality-assurance" agent skill from https://github.com/Azure/sap-automation/tree/main/skills/sdaf-quality-assurance into .github/skills/sdaf-quality-assurance/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sdaf-quality-assurance", 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 Azure/sap-automation --skill sdaf-quality-assurance -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Azure/sap-automation sdaf-quality-assurance --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Azure/sap-automation.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/sdaf-quality-assurance .opencode/skills/sdaf-quality-assurance && 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 "sdaf-quality-assurance" agent skill from https://github.com/Azure/sap-automation/tree/main/skills/sdaf-quality-assurance into .opencode/skills/sdaf-quality-assurance/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sdaf-quality-assurance", 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.
sdaf-quality-assuranceValidate 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.
Sdaf Quality Assurance is an agent skill from Azure/sap-automation, published by the product's own GitHub organization. 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. Choose configuration checks vs functional tests, apply TESTGROUPS / TESTCASES safely, interpret qualityassurance/ and logs/, and enforce the documented boundary that the GitHub Actions wrapper is still pending. Use when a user says "run quality assurance", "run configuration checks", "pipeline 13 QA", "offline HA validation", or "why does the report say No…
Its SKILL.md is about 1.6k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/qa-entrypoints.md`).
It sits in Testing & QA, covering QA and bug reports and Test generation. It works with Azure DevOps, GitHub Actions and Microsoft Azure. The repository describes itself as: This is the repository supporting the SAP deployment automation framework on Azure. The licence is MIT.
4 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 78835f0. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
shellFrom allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md (its code samples are bash).
From the folder's file list and the shell code blocks in SKILL.md.
Hosts in commands or code, which the agent is likely to contact:
github.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.
Sdaf Quality Assurance loads about 1.6k tokens when it runs, and up to ~1.9k if it reads all its reference files. Until then it costs about 194 tokens; SKILL.md has 581 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 Azure/sap-automation at commit 78835f0, republished under its MIT licence (© Azure). 581 words, ~1,562 tokens.
.claude/skills/sdaf-quality-assurance/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.Action-loop skill. Validate an already deployed and installed SAP system
through SDAF's own QA surfaces only. Durable anchors and the full test matrix
live in references/qa-entrypoints.md.
Trigger on: "run quality assurance", "run configuration checks", "run SAP functional tests", "pipeline 13 QA", "offline HA validation", "read the QA report", "why does the report say No test results found", or "which TEST_GROUPS / TEST_CASES should I use".
Do NOT trigger on: deploying the SAP-system infrastructure, generating
sap-parameters.yaml or <SID>_hosts.yaml, software download, or a generic
"my SDAF run failed" report that is not yet tied to the QA stage.
| Surface | Availability | What to do |
|---|---|---|
| Local / scripted | Fully documented and runnable through the quality-assurance menu | Use this skill directly. |
| Azure DevOps | The operator documentation describes pipeline 13; the public bootstrap wrapper is still documented as proposed | Use this skill only if the operator already has a real pipeline-13 path. |
| GitHub Actions | Wrapper workflow is still documented as pending | Say the docs mark it pending and stop; do not invent the workflow. |
sap-parameters.yaml and
<SAP_SID>_hosts.yaml.https://github.com, sudo, and
ARM_CLIENT_ID on multi-identity hosts.ConfigurationChecks and offline HA validation are non-disruptive.SAPFunctionalTests are disruptive; require an approved maintenance
window.Change to the system workspace:
cd "$CONFIG_REPO_PATH/WORKSPACES/SYSTEM/<SAP_SYSTEM>"Confirm required artifacts:
test -f sap-parameters.yaml
test -f "<SAP_SID>_hosts.yaml"Start with configuration checks:
run_with_key_cleanup() (
set -e; trap 'rm -f -- "$PWD/sshkey"' EXIT
"$@"
)
run_with_key_cleanup \
"$SAP_AUTOMATION_REPO_PATH/deploy/ansible/quality_assurance_menu.sh" \
&& test ! -e "$PWD/sshkey"Narrow a functional run only by exporting the selection first:
TEST_GROUPS="HA_SCS" \
TEST_CASES="ascs-migration" \
run_with_key_cleanup \
"$SAP_AUTOMATION_REPO_PATH/deploy/ansible/quality_assurance_menu.sh" \
&& test ! -e "$PWD/sshkey"TEST_GROUPS is one exact group name.TEST_CASES is a comma-separated list of framework task_name values, not
display names; e.g. ascs-migration, not Manual ASCS Migration.TEST_GROUPS when setting TEST_CASES.artifacts/qa_test_selection.json; use it to confirm the requested scope.deploy/ansible/vars/ansible-input-api.yaml.offline_validation/<inventory host>/cib;
otherwise stop before the playbook.When an SDAF ADO environment already exposes pipeline 13, this skill owns the stage semantics:
test_type, sap_functional_test_type,
test_groups, test_cases, and offline_mode;extra_params as -e key=value only;SYSTEM/<config>/logs and
SYSTEM/<config>/quality_assurance.If the operator cannot point to an actual wired pipeline-13 path, stop at the documented availability boundary rather than assuming the proposed wrapper is present.
Confirm all of the following:
quality_assurance/ contains the HTML report.logs/<test_group_invocation_id>.log exists; it is the machine-readable
JSONL result record.logs/execution_<timestamp>.log exists and matches the completion banner.No test results found. means no results log was produced, not that the run
passed.sap-parameters.yaml /
<SID>_hosts.yaml → sdaf-sap-system.sdaf-failure-triage.references/qa-entrypoints.mdsdaf-sap-system, sdaf-failure-triagedocs/local/07-10-quality-assurance.md, docs/deployment-options.md,
docs/documentation-source-map.md, docs/supportability.md© Azure, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 1 other file (references) in skills/sdaf-quality-assurance of Azure/sap-automation.
Open the folder on GitHubat commit 78835f0
Sdaf Quality Assurance 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 |
|---|---|---|---|---|---|---|
| Sdaf Quality Assurance this skillAzure/sap-automation | 146 | — | ~1.6k | Automated safety check: Pass | MIT | |
| Azsdk Common Pipeline AnalysisAzure/azure-sdk-tools | 134 | — | ~1.2k | Automated safety check: Pass | MIT | |
| Azure App TestingMicrosoftDocs/Agent-Skills | 776 | — | ~3.6k | Automated safety check: Pass | CC-BY-4.0 | |
| Azure Playwright WorkspacesMicrosoftDocs/Agent-Skills | 776 | — | ~1.5k | Automated safety check: Pass | CC-BY-4.0 | |
| Azure Test PlansMicrosoftDocs/Agent-Skills | 776 | — | ~971 | Automated safety check: Pass | CC-BY-4.0 | |
| Azure BoardsMicrosoftDocs/Agent-Skills | 776 | — | ~2.4k | Automated safety check: Pass | CC-BY-4.0 |
Azure/azure-sdk-tools
Analyze Azure SDK CI/CD pipeline failures into a structured diagnosis, and define the required output format.
MicrosoftDocs/Agent-Skills
Expert knowledge for Azure App Testing development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations…
MicrosoftDocs/Agent-Skills
Expert knowledge for Playwright Workspaces development including troubleshooting, best practices, decision making, limits & quotas, security, and configuration.
MicrosoftDocs/Agent-Skills
Expert knowledge for Azure Test Plans development including limits & quotas, security, configuration, and integrations & coding patterns.
MicrosoftDocs/Agent-Skills
Expert knowledge for Azure Boards development including troubleshooting, best practices, decision making, limits & quotas, security, configuration, and integrations & coding patterns.
microsoft/power-platform-skills
Sets up a Power Platform Pipeline for automated Power Pages deployments.
Azure/sap-automation
Pick the right SDAF BOM for a target SAP product / release / DB platform / version / kernel / topology.
Azure/sap-automation
Orient a newcomer to the SAP Deployment Automation Framework (SDAF): explain the spine (control plane → workload zone → SAP system → software → install → operate/remove), summarise the three…
Azure/sap-automation
Guide SDAF operating-system, database, and SAP installation after the SAP-system workspace and reviewed media are ready.
Azure/sap-automation
Explain the current SDAF sovereign-cloud deltas without inventing a generic "all sovereigns" runbook.
Azure/sap-automation
Inspect and repair SDAF Terraform state safely before any reviewed import/remove.
Azure/sap-automation
Explain and validate the SDAF WORKSPACES layout (DEPLOYER / LIBRARY / LANDSCAPE / SYSTEM), the region-code naming convention, and how the four tfvars files hang off it.
Categories
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. Sdaf Quality Assurance is an agent skill from Azure/sap-automation, published by the product's own GitHub organization. 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.
Sdaf Quality Assurance fits situations like: A user says run quality assurance; run configuration checks; offline HA validation; why does the report say No test results found.
Run `npx skills add Azure/sap-automation --skill sdaf-quality-assurance -a claude-code`. Or copy the skill folder (skills/sdaf-quality-assurance in Azure/sap-automation) into .claude/skills/sdaf-quality-assurance in your project. Claude Code loads it when a task matches its description.
Run `npx skills add Azure/sap-automation --skill sdaf-quality-assurance -a codex`. Or copy the skill folder (skills/sdaf-quality-assurance in Azure/sap-automation) into .agents/skills/sdaf-quality-assurance 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 Azure/sap-automation --skill sdaf-quality-assurance -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/sdaf-quality-assurance, .gemini/skills/sdaf-quality-assurance, .github/skills/sdaf-quality-assurance and .opencode/skills/sdaf-quality-assurance in your project.
SKILL.md names no scripts, command-line tools or credentials: Sdaf Quality Assurance is instructions for the agent only. Its frontmatter pre-approves these tools: shell.
SKILL.md names 1 domain. In commands or code: github.com; the agent is likely to contact it when it follows the instructions. 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.
Sdaf Quality Assurance is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.6k tokens (SKILL.md is roughly 6.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 352 tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Sdaf Quality Assurance: Azsdk Common Pipeline Analysis (Azure/azure-sdk-tools, 134 stars), Azure App Testing (MicrosoftDocs/Agent-Skills, 776 stars), Azure Playwright Workspaces (MicrosoftDocs/Agent-Skills, 776 stars) and Azure Test Plans (MicrosoftDocs/Agent-Skills, 776 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Azure (a GitHub organization, an official publisher) maintains it in Azure/sap-automation, which has 146 GitHub stars. The repository holds 19 skills in this directory. The repository was last updated on October 8, 2026.
Source: Azure/sap-automation on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.