Azure Architecture Autopilot
github/awesome-copilot
Designs Azure infrastructure from a natural-language description, or diagrams an existing resource group, then refines the design through conversation and deploys it with Bicep.
Expert knowledge for Azure Energy Data Services development including troubleshooting, decision making, architecture & design patterns, security, configuration, integrations & coding patterns, and…
Install Azure Energy Data Services
$ npx skills add MicrosoftDocs/Agent-Skills --skill azure-energy-data-services -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install MicrosoftDocs/Agent-Skills azure-energy-data-services --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-energy-data-services .claude/skills/azure-energy-data-services && 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-energy-data-services" agent skill from https://github.com/MicrosoftDocs/Agent-Skills/tree/main/skills/azure-energy-data-services into .claude/skills/azure-energy-data-services/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "azure-energy-data-services", 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-energy-data-servicesType 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-energy-data-services -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install MicrosoftDocs/Agent-Skills azure-energy-data-services --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-energy-data-services .agents/skills/azure-energy-data-services && 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-energy-data-services" agent skill from https://github.com/MicrosoftDocs/Agent-Skills/tree/main/skills/azure-energy-data-services into .agents/skills/azure-energy-data-services/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "azure-energy-data-services", 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-energy-data-services -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install MicrosoftDocs/Agent-Skills azure-energy-data-services --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-energy-data-services .cursor/skills/azure-energy-data-services && 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-energy-data-services" agent skill from https://github.com/MicrosoftDocs/Agent-Skills/tree/main/skills/azure-energy-data-services into .cursor/skills/azure-energy-data-services/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "azure-energy-data-services", 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-energy-data-services--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-energy-data-services -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install MicrosoftDocs/Agent-Skills azure-energy-data-services --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-energy-data-services .gemini/skills/azure-energy-data-services && 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-energy-data-services" agent skill from https://github.com/MicrosoftDocs/Agent-Skills/tree/main/skills/azure-energy-data-services into .gemini/skills/azure-energy-data-services/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "azure-energy-data-services", 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-energy-data-servicesInstalls 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-energy-data-services -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-energy-data-services .github/skills/azure-energy-data-services && 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-energy-data-services" agent skill from https://github.com/MicrosoftDocs/Agent-Skills/tree/main/skills/azure-energy-data-services into .github/skills/azure-energy-data-services/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "azure-energy-data-services", 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-energy-data-services -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-energy-data-services --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-energy-data-services .opencode/skills/azure-energy-data-services && 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-energy-data-services" agent skill from https://github.com/MicrosoftDocs/Agent-Skills/tree/main/skills/azure-energy-data-services into .opencode/skills/azure-energy-data-services/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "azure-energy-data-services", 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.
Facts
- Skill name
azure-energy-data-services- GitHub stars
- 775
- Token cost
- ~2.5k tokens
- SKILL.md length
- 725 words
- Files
- 1
- Skills in repo
- 149
- Repo updated
- First seen
- Licence
- CC-BY-4.0
At a glance
Expert knowledge for Azure Energy Data Services development including troubleshooting, decision making, architecture & design patterns, security, configuration, integrations & coding patterns, and…
- Configuring ADME metrics/partitions
- SKILL.md covers How to Use This Skill and Category Index
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Securing auth/ACLs/legal tags
What it does
Azure Energy Data Services is an agent skill from MicrosoftDocs/Agent-Skills, published by the product's own GitHub organization. Expert knowledge for Azure Energy Data Services development including troubleshooting, decision making, architecture & design patterns, security, configuration, integrations & coding patterns, and deployment. Use when configuring ADME metrics/partitions, choosing tiers, securing auth/ACLs/legal tags, or integrating ACZ/DDMS with Databricks/Fabric, and other Azure Energy Data Services related development tasks. Not for Azure Data Explorer (use azure-data-explorer), Azure Synapse Analytics (use…
Its SKILL.md is about 2.5k 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 Development, covering Design patterns, Test data and fixtures and Deployment. It works with Microsoft Azure and Databricks. 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
- Configuring ADME metrics/partitions
- Securing auth/ACLs/legal tags
- Integrating ACZ/DDMS with Databricks/Fabric
- Other Azure Energy Data Services related development tasks
Example prompts
- “/azure-energy-data-services”
Requirements
- 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.comgithub.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 Energy Data Services loads about 2.5k tokens when it runs. Until then it costs about 166 tokens; SKILL.md has 725 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.
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). 725 words, ~2,531 tokens.
Download SKILL.mdSave it as
.claude/skills/azure-energy-data-services/SKILL.md (or your agent's skills folder).- name
- azure-energy-data-services
- description
- Expert knowledge for Azure Energy Data Services development including troubleshooting, decision making, architecture & design patterns, security, configuration, integrations & coding patterns, and deployment. Use when configuring ADME metrics/partitions, choosing tiers, securing auth/ACLs/legal tags, or integrating ACZ/DDMS with Databricks/Fabric, and other Azure Energy Data Services related development tasks. Not for Azure Data Explorer (use azure-data-explorer), Azure Synapse Analytics (use azure-synapse-analytics), Azure Data Factory (use azure-data-factory), Azure Data Manager for Agriculture (use azure-data-manager-for-agri).
- compatibility
- Requires network access. Uses mcp_microsoftdocs:microsoft_docs_fetch or fetch_webpage to retrieve documentation.
- metadata.generated_at
- 2026-10-04
- metadata.generator
- docs2skills/1.0.0
Azure Energy Data Services Skill
This skill provides expert guidance for Azure Energy Data Services. Covers troubleshooting, decision making, architecture & design patterns, 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), 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:
- Preferred: Use
mcp_microsoftdocs:microsoft_docs_fetchwith query stringfrom=learn-agent-skill. Returns Markdown. - Fallback: Use
fetch_webpagewith query stringfrom=learn-agent-skill&accept=text/markdown. Returns Markdown.
Category Index
| Category | Lines | Description |
|---|---|---|
| Troubleshooting | L35-L39 | Diagnosing and fixing manifest ingestion failures in Azure Data Manager for Energy using Airflow logs, including log analysis steps and common error patterns. |
| Decision Making | L40-L45 | Guidance on choosing ADME deployment tiers (Developer vs Standard) and checking which OSDU data/compute services and capabilities are available in each tier. |
| Architecture & Design Patterns | L46-L50 | Guidance on architecting resilient ADME deployments in Azure Energy Data Services, including zone redundancy, disaster recovery strategies, and high-availability design patterns. |
| Security | L51-L65 | Securing Azure Data Manager for Energy: auth tokens, ACLs, encryption, legal tags, user/group entitlements, managed identities, private endpoints, and API Management access control. |
| Configuration | L66-L74 | Configuring ADME operations: monitoring metrics, data partitioning, CORS, audit logging, and milestone upgrade settings for secure, scalable data management. |
| Integrations & Coding Patterns | L75-L96 | Patterns and examples for integrating Azure Energy data (ACZ/ADME/DDMS) with Databricks, Fabric, Snowflake, external sources, logs/monitoring, and domain APIs (seismic, wells, reservoirs). |
| Deployment | L97-L100 | Guides for deploying Azure Energy Data Services components, including Geospatial Consumption Zone on AKS and the OSDU Admin UI for Azure Data Manager for Energy administration |
Troubleshooting
| Topic | URL |
|---|---|
| Troubleshoot manifest ingestion in Azure Data Manager for Energy using Airflow logs | https://learn.microsoft.com/en-us/azure/energy-data-services/troubleshoot-manifest-ingestion |
Decision Making
| Topic | URL |
|---|---|
| Choose between Developer and Standard ADME tiers | https://learn.microsoft.com/en-us/azure/energy-data-services/concepts-tier-details |
| Determine which OSDU services are available on ADME | https://learn.microsoft.com/en-us/azure/energy-data-services/osdu-services-on-adme |
Architecture & Design Patterns
| Topic | URL |
|---|---|
| Design resilient ADME deployments with zones and DR | https://learn.microsoft.com/en-us/azure/energy-data-services/reliability-energy-data-services |
Security
Show full SKILL.md (235 more words)Show less
Configuration
| Topic | URL |
|---|---|
| Reference monitoring metrics for Data Manager for Energy | https://learn.microsoft.com/en-us/azure/energy-data-services/concepts-monitor-data-reference |
| Add and manage data partitions in ADME | https://learn.microsoft.com/en-us/azure/energy-data-services/how-to-add-more-data-partitions |
| Configure CORS policies for Azure Data Manager for Energy | https://learn.microsoft.com/en-us/azure/energy-data-services/how-to-enable-cors |
| Configure and use audit logs in Azure Data Manager for Energy | https://learn.microsoft.com/en-us/azure/energy-data-services/how-to-manage-audit-logs |
| Configure milestone upgrade settings for Azure Data Manager for Energy | https://learn.microsoft.com/en-us/azure/energy-data-services/how-to-manage-upgrade-settings |
Integrations & Coding Patterns
Deployment
| Topic | URL |
|---|---|
| Deploy Geospatial Consumption Zone on AKS with Azure Data Manager for Energy | https://learn.microsoft.com/en-us/azure/energy-data-services/how-to-deploy-gcz |
© 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-energy-data-services of MicrosoftDocs/Agent-Skills.
Open the folder on GitHubat commit ba74e8f
Compare with similar skills
Azure Energy Data Services 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 Energy Data Services this skillMicrosoftDocs/Agent-Skills | 775 | — | ~2.5k | Automated safety check: Pass | CC-BY-4.0 | |
| Azure Architecture Autopilotgithub/awesome-copilot | 40k | 1 repos | ~1.9k | Automated safety check: Pass | MIT | |
| Adf MasterKilo-Org/kilo-marketplace | 189 | — | ~3.2k | Automated safety check: Pass | MIT | |
| Kouchou AI Developmentdigitaldemocracy2030/kouchou-ai | 171 | — | ~540 | Automated safety check: Notes | AGPL-3.0 | |
| Aspiremicrosoft/aspire.dev | 196 | 4 repos | ~1.1k | Automated safety check: Pass | MIT | |
| Update Provider Depsmondoohq/mql | 411 | — | ~4.5k | Automated safety check: Pass | Custom licence |
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Questions about Azure Energy Data Services
What does Azure Energy Data Services do?
Expert knowledge for Azure Energy Data Services development including troubleshooting, decision making, architecture & design patterns, security, configuration, integrations & coding patterns, and…. Azure Energy Data Services is an agent skill from MicrosoftDocs/Agent-Skills, published by the product's own GitHub organization. Expert knowledge for Azure Energy Data Services development including troubleshooting, decision making, architecture & design patterns, security, configuration, integrations & coding patterns, and deployment.
When should I use Azure Energy Data Services?
Azure Energy Data Services fits situations like: configuring ADME metrics/partitions; securing auth/ACLs/legal tags; integrating ACZ/DDMS with Databricks/Fabric; other Azure Energy Data Services related development tasks.
How do I install Azure Energy Data Services in Claude Code?
Run `npx skills add MicrosoftDocs/Agent-Skills --skill azure-energy-data-services -a claude-code`. Or copy the skill folder (skills/azure-energy-data-services in MicrosoftDocs/Agent-Skills) into .claude/skills/azure-energy-data-services in your project. Claude Code loads it when a task matches its description.
How do I install Azure Energy Data Services in Codex?
Run `npx skills add MicrosoftDocs/Agent-Skills --skill azure-energy-data-services -a codex`. Or copy the skill folder (skills/azure-energy-data-services in MicrosoftDocs/Agent-Skills) into .agents/skills/azure-energy-data-services in your project. Codex loads it when a task matches its description.
Can I use Azure Energy Data Services 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-energy-data-services -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-energy-data-services, .gemini/skills/azure-energy-data-services, .github/skills/azure-energy-data-services and .opencode/skills/azure-energy-data-services in your project.
What does Azure Energy Data Services need to run?
SKILL.md names no scripts, command-line tools or credentials: Azure Energy Data Services 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..
Does Azure Energy Data Services 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 Energy Data Services 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 Energy Data Services use?
Azure Energy Data Services 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 Energy Data Services use?
About 2.5k tokens (SKILL.md is roughly 10k 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 Energy Data Services?
Skills that share tags, products or a category with Azure Energy Data Services: Azure Architecture Autopilot (github/awesome-copilot, 40k stars), Adf Master (Kilo-Org/kilo-marketplace, 189 stars), Kouchou AI Development (digitaldemocracy2030/kouchou-ai, 171 stars) and Aspire (microsoft/aspire.dev, 196 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Azure Energy Data Services?
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.