{"id":"257ce9d1-616a-4332-9700-da24db0d6900","shortId":"HqJUJs","kind":"skill","title":"azure-carbon-optimization","tagline":"Expert knowledge for Azure Carbon Optimization development including troubleshooting, security, and integrations & coding patterns. Use when using Carbon Service REST API, Python exports, RBAC roles, emissions data quality, or dashboard issues, and other Azure Carbon Optimization","description":"# Azure Carbon Optimization Skill\n\nThis skill provides expert guidance for Azure Carbon Optimization. Covers troubleshooting, security, and integrations & coding patterns. It combines local quick-reference content with remote documentation fetching capabilities.\n\n## How to Use This Skill\n\n> **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\n\n> **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](https://github.com/MicrosoftDocs/mcp/blob/main/README.md)\n\nThis skill requires **network access** to fetch documentation content:\n- **Preferred**: Use `mcp_microsoftdocs:microsoft_docs_fetch` with query string `from=learn-agent-skill`. Returns Markdown.\n- **Fallback**: Use `fetch_webpage` with query string `from=learn-agent-skill&accept=text/markdown`. Returns Markdown.\n\n## Category Index\n\n| Category | Lines | Description |\n|----------|-------|-------------|\n| Troubleshooting | L31-L35 | Diagnosing and resolving common Azure Carbon Optimization issues, including data collection gaps, configuration problems, inaccurate emissions estimates, and troubleshooting dashboards or reports. |\n| Security | L36-L40 | Setting up Azure RBAC roles and permissions so users and apps can securely access and manage Azure Carbon Optimization resources. |\n| Integrations & Coding Patterns | L41-L45 | Using the Carbon Service REST API and Python scripts to programmatically export Azure emissions data, authenticate, query, and integrate carbon metrics into external systems. |\n\n### Troubleshooting\n| Topic | URL |\n|-------|-----|\n| Troubleshoot common Azure Carbon optimization issues | https://learn.microsoft.com/en-us/azure/carbon-optimization/troubleshooting |\n\n### Security\n| Topic | URL |\n|-------|-----|\n| Configure RBAC access for Azure Carbon optimization | https://learn.microsoft.com/en-us/azure/carbon-optimization/permissions |\n\n### Integrations & Coding Patterns\n| Topic | URL |\n|-------|-----|\n| Use Carbon Service REST API to export emissions data | https://learn.microsoft.com/en-us/azure/carbon-optimization/api-export-data |\n| Export Azure carbon data via Python REST integration | https://learn.microsoft.com/en-us/azure/carbon-optimization/tutorial-export-python 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'learn.microsoft.com/en-us/azure/carbon-optimization/api-export-data':327 'learn.microsoft.com/en-us/azure/carbon-optimization/permissions':310 'learn.microsoft.com/en-us/azure/carbon-optimization/troubleshooting':297 'learn.microsoft.com/en-us/azure/carbon-optimization/tutorial-export-python':338 'line':93,105,206 'link':110,119 'local':63 'locat':87 'manag':253 'markdown':186,202 'mcp':145,172 'metadata.generated':126 'metric':284 'microsoft':174 'microsoftdoc':146,173 'month':132 'network':164 'old':133 'optim':4,10,40,43,53,218,256,295,309 'pattern':18,60,260,315 'permiss':244 'prefer':170 'problem':225 'programmat':274 'provid':47 'pull':137 'python':26,271,335 'qualiti':32 'queri':178,192,280 'quick':65 'quick-refer':64 'rang':94 'rbac':28,241,304 'read':100,115 'refer':66,120 'relev':88 'remot':69 'report':233 'repositori':143 'requir':163 'resolv':214 'resourc':257 'rest':24,268,321,336 'return':185,201 'role':29,242 'script':272 'section':89 'secur':14,56,234,250,300 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