Skip to content
Open
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
1 change: 1 addition & 0 deletions docs/README.skills.md
Original file line number Diff line number Diff line change
Expand Up @@ -39,6 +39,7 @@ See [CONTRIBUTING.md](../CONTRIBUTING.md#adding-skills) for guidelines on how to
| [az-cost-optimize](../skills/az-cost-optimize/SKILL.md) | Analyze Azure resources used in the app (IaC files and/or resources in a target rg) and optimize costs - creating GitHub issues for identified optimizations. | None |
| [azure-deployment-preflight](../skills/azure-deployment-preflight/SKILL.md) | Performs comprehensive preflight validation of Bicep deployments to Azure, including template syntax validation, what-if analysis, and permission checks. Use this skill before any deployment to Azure to preview changes, identify potential issues, and ensure the deployment will succeed. Activate when users mention deploying to Azure, validating Bicep files, checking deployment permissions, previewing infrastructure changes, running what-if, or preparing for azd provision. | `references/ERROR-HANDLING.md`<br />`references/REPORT-TEMPLATE.md`<br />`references/VALIDATION-COMMANDS.md` |
| [azure-devops-cli](../skills/azure-devops-cli/SKILL.md) | Manage Azure DevOps resources via CLI including projects, repos, pipelines, builds, pull requests, work items, artifacts, and service endpoints. Use when working with Azure DevOps, az commands, devops automation, CI/CD, or when user mentions Azure DevOps CLI. | `references/advanced-usage.md`<br />`references/boards-and-iterations.md`<br />`references/org-and-security.md`<br />`references/pipelines-and-builds.md`<br />`references/repos-and-prs.md`<br />`references/variables-and-agents.md`<br />`references/workflows-and-patterns.md` |
| [azure-pricing](../skills/azure-pricing/SKILL.md) | Fetches real-time Azure retail pricing using the Azure Retail Prices API (prices.azure.com). Use when the user asks about the cost of any Azure service, wants to compare SKU prices, needs pricing data for a cost estimate, or mentions Azure pricing, Azure costs, or Azure billing. Covers compute, storage, networking, databases, AI, and all other Azure service families. | `references/COST-ESTIMATOR.md`<br />`references/REGIONS.md`<br />`references/SERVICE-NAMES.md` |
| [azure-resource-health-diagnose](../skills/azure-resource-health-diagnose/SKILL.md) | Analyze Azure resource health, diagnose issues from logs and telemetry, and create a remediation plan for identified problems. | None |
| [azure-resource-visualizer](../skills/azure-resource-visualizer/SKILL.md) | Analyze Azure resource groups and generate detailed Mermaid architecture diagrams showing the relationships between individual resources. Use this skill when the user asks for a diagram of their Azure resources or help in understanding how the resources relate to each other. | `LICENSE.txt`<br />`assets/template-architecture.md` |
| [azure-role-selector](../skills/azure-role-selector/SKILL.md) | When user is asking for guidance for which role to assign to an identity given desired permissions, this agent helps them understand the role that will meet the requirements with least privilege access and how to apply that role. | `LICENSE.txt` |
Expand Down
141 changes: 141 additions & 0 deletions skills/azure-pricing/SKILL.md
Original file line number Diff line number Diff line change
@@ -0,0 +1,141 @@
---
name: azure-pricing
description: 'Fetches real-time Azure retail pricing using the Azure Retail Prices API (prices.azure.com). Use when the user asks about the cost of any Azure service, wants to compare SKU prices, needs pricing data for a cost estimate, or mentions Azure pricing, Azure costs, or Azure billing. Covers compute, storage, networking, databases, AI, and all other Azure service families.'
compatibility: Requires internet access to prices.azure.com. No authentication needed.
metadata:
author: anthonychu
version: "1.0"
---

# Azure Pricing Skill

Use this skill to retrieve real-time Azure retail pricing data from the public Azure Retail Prices API. No authentication is required.

## When to Use This Skill

- User asks about the cost of an Azure service (e.g., "How much does a D4s v5 VM cost?")
- User wants to compare pricing across regions or SKUs
- User needs a cost estimate for a workload or architecture
- User mentions Azure pricing, Azure costs, or Azure billing
- User asks about reserved instance vs. pay-as-you-go pricing
- User wants to know about savings plans or spot pricing

## API Endpoint

```
GET https://prices.azure.com/api/retail/prices?api-version=2023-01-01-preview
```

Append `$filter` as a query parameter using OData filter syntax. Always use `api-version=2023-01-01-preview` to ensure savings plan data is included.

## Step-by-step Instructions

If anything is unclear about the user's request, ask clarifying questions to identify the correct filter fields and values before calling the API.

1. **Identify filter fields** from the user's request (service name, region, SKU, price type).
2. **Resolve the region**: the API requires `armRegionName` values in lowercase with no spaces (e.g. "East US" → `eastus`, "West Europe" → `westeurope`, "Southeast Asia" → `southeastasia`). See [references/REGIONS.md](references/REGIONS.md) for a complete list.
3. **Build the filter string** using the fields below and fetch the URL.
4. **Parse the `Items` array** from the JSON response. Each item contains price and metadata.
5. **Follow pagination** via `NextPageLink` if you need more than the first 1000 results (rarely needed).
6. **Calculate cost estimates** using the formulas in [references/COST-ESTIMATOR.md](references/COST-ESTIMATOR.md) to produce monthly/annual estimates.
7. **Present results** in a clear summary table with service, SKU, region, unit price, and monthly/annual estimates.

## Filterable Fields

| Field | Type | Example |
|---|---|---|
| `serviceName` | string (exact, case-sensitive) | `'Azure Functions'`, `'Virtual Machines'`, `'Azure Blob Storage'` |
Copy link

Copilot AI Mar 3, 2026

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

The serviceName examples here don’t match the values used elsewhere in this skill and in references/SERVICE-NAMES.md. For example, Azure Functions is shown as 'Azure Functions' but the reference (and your example filters below) use 'Functions', and Blob Storage is under the Storage service (serviceName eq 'Storage') rather than 'Azure Blob Storage'. Updating these examples will prevent users from building filters that return empty results.

Suggested change
| `serviceName` | string (exact, case-sensitive) | `'Azure Functions'`, `'Virtual Machines'`, `'Azure Blob Storage'` |
| `serviceName` | string (exact, case-sensitive) | `'Functions'`, `'Virtual Machines'`, `'Storage'` |

Copilot uses AI. Check for mistakes.
| `serviceFamily` | string (exact, case-sensitive) | `'Compute'`, `'Storage'`, `'Databases'`, `'AI + Machine Learning'` |
| `armRegionName` | string (exact, lowercase) | `'eastus'`, `'westeurope'`, `'southeastasia'` |
| `armSkuName` | string (exact) | `'Standard_D4s_v5'`, `'Standard_LRS'` |
| `skuName` | string (contains supported) | `'D4s v5'` |
| `priceType` | string | `'Consumption'`, `'Reservation'`, `'DevTestConsumption'` |
| `meterName` | string (contains supported) | `'Spot'` |

Use `eq` for equality, `and` to combine, and `contains(field, 'value')` for partial matches.

## Example Filter Strings

```
# All consumption prices for Functions in East US
serviceName eq 'Functions' and armRegionName eq 'eastus' and priceType eq 'Consumption'
# D4s v5 VMs in West Europe (consumption only)
armSkuName eq 'Standard_D4s_v5' and armRegionName eq 'westeurope' and priceType eq 'Consumption'
# All storage prices in a region
serviceName eq 'Storage' and armRegionName eq 'eastus'
# Spot pricing for a specific SKU
armSkuName eq 'Standard_D4s_v5' and contains(meterName, 'Spot') and armRegionName eq 'eastus'
# 1-year reservation pricing
serviceName eq 'Virtual Machines' and priceType eq 'Reservation' and armRegionName eq 'eastus'
# Azure AI / OpenAI pricing (now under Foundry Models)
serviceName eq 'Foundry Models' and armRegionName eq 'eastus' and priceType eq 'Consumption'
# Azure Cosmos DB pricing
serviceName eq 'Azure Cosmos DB' and armRegionName eq 'eastus' and priceType eq 'Consumption'
```

## Full Example Fetch URL

```
https://prices.azure.com/api/retail/prices?api-version=2023-01-01-preview&$filter=serviceName eq 'Functions' and armRegionName eq 'eastus' and priceType eq 'Consumption'
```

URL-encode spaces as `%20` and quotes as `%27` when constructing the URL.

## Key Response Fields

```json
{
"Items": [
{
"retailPrice": 0.000016,
"unitPrice": 0.000016,
"currencyCode": "USD",
"unitOfMeasure": "1 Execution",
"serviceName": "Functions",
"skuName": "Premium",
"armRegionName": "eastus",
"meterName": "vCPU Duration",
"productName": "Functions",
"priceType": "Consumption",
"isPrimaryMeterRegion": true,
"savingsPlan": [
{ "unitPrice": 0.000012, "term": "1 Year" },
{ "unitPrice": 0.000010, "term": "3 Years" }
]
}
],
"NextPageLink": null,
"Count": 1
}
```

Only use items where `isPrimaryMeterRegion` is `true` unless the user specifically asks for non-primary meters.

## Supported serviceFamily Values

`Analytics`, `Compute`, `Containers`, `Data`, `Databases`, `Developer Tools`, `Integration`, `Internet of Things`, `Management and Governance`, `Networking`, `Security`, `Storage`, `Web`, `AI + Machine Learning`

## Tips

- `serviceName` values are case-sensitive. When unsure, filter by `serviceFamily` first to discover valid `serviceName` values in the results.
- If results are empty, try broadening the filter (e.g., remove `priceType` or region constraints first).
- Prices are always in USD unless `currencyCode` is specified in the request.
- For savings plan prices, look for the `savingsPlan` array on each item (only in `2023-01-01-preview`).
- See [references/SERVICE-NAMES.md](references/SERVICE-NAMES.md) for a catalog of common service names and their correct casing.
- See [references/COST-ESTIMATOR.md](references/COST-ESTIMATOR.md) for cost estimation formulas and patterns.

## Troubleshooting

| Issue | Solution |
|-------|----------|
| Empty results | Broaden the filter — remove `priceType` or `armRegionName` first |
| Wrong service name | Use `serviceFamily` filter to discover valid `serviceName` values |
| Missing savings plan data | Ensure `api-version=2023-01-01-preview` is in the URL |
| URL errors | Check URL encoding — spaces as `%20`, quotes as `%27` |
| Too many results | Add more filter fields (region, SKU, priceType) to narrow down |
142 changes: 142 additions & 0 deletions skills/azure-pricing/references/COST-ESTIMATOR.md
Original file line number Diff line number Diff line change
@@ -0,0 +1,142 @@
# Cost Estimator Reference

Formulas and patterns for converting Azure unit prices into monthly and annual cost estimates.

## Standard Time-Based Calculations

### Hours per Month

Azure uses **730 hours/month** as the standard billing period (365 days × 24 hours / 12 months).

```
Monthly Cost = Unit Price per Hour × 730
Annual Cost = Monthly Cost × 12
```

### Common Multipliers

| Period | Hours | Calculation |
|--------|-------|-------------|
| 1 Hour | 1 | Unit price |
| 1 Day | 24 | Unit price × 24 |
| 1 Week | 168 | Unit price × 168 |
| 1 Month | 730 | Unit price × 730 |
| 1 Year | 8,760 | Unit price × 8,760 |

## Service-Specific Formulas

### Virtual Machines (Compute)

```
Monthly Cost = hourly price × 730
```

For VMs that run only business hours (8h/day, 22 days/month):
```
Monthly Cost = hourly price × 176
```

### Azure Functions

```
Execution Cost = price per execution × number of executions
Compute Cost = price per GB-s × (memory in GB × execution time in seconds × number of executions)
Total Monthly = Execution Cost + Compute Cost
```

Free grant: 1M executions and 400,000 GB-s per month.

### Azure Blob Storage

```
Storage Cost = price per GB × storage in GB
Transaction Cost = price per 10,000 ops × (operations / 10,000)
Egress Cost = price per GB × egress in GB
Total Monthly = Storage Cost + Transaction Cost + Egress Cost
```

### Azure Cosmos DB

#### Provisioned Throughput
```
Monthly Cost = (RU/s / 100) × price per 100 RU/s × 730
```

#### Serverless
```
Monthly Cost = (total RUs consumed / 1,000,000) × price per 1M RUs
```

### Azure SQL Database

#### DTU Model
```
Monthly Cost = price per DTU × DTUs × 730
```

#### vCore Model
```
Monthly Cost = vCore price × vCores × 730 + storage price per GB × storage GB
```

### Azure Kubernetes Service (AKS)

```
Monthly Cost = node VM price × 730 × number of nodes
```

Control plane is free for standard tier.

### Azure App Service

```
Monthly Cost = plan price × 730 (for hourly-priced plans)
```

Or flat monthly price for fixed-tier plans.

### Azure OpenAI

```
Monthly Cost = (input tokens / 1000) × input price per 1K tokens
+ (output tokens / 1000) × output price per 1K tokens
```

## Reservation vs. Pay-As-You-Go Comparison

When presenting pricing options, always show the comparison:

```
| Pricing Model | Monthly Cost | Annual Cost | Savings vs. PAYG |
|---------------|-------------|-------------|------------------|
| Pay-As-You-Go | $X | $Y | — |
| 1-Year Reserved | $A | $B | Z% |
| 3-Year Reserved | $C | $D | W% |
| Savings Plan (1yr) | $E | $F | V% |
| Savings Plan (3yr) | $G | $H | U% |
| Spot (if available) | $I | N/A | T% |
```

Savings percentage formula:
```
Savings % = ((PAYG Price - Reserved Price) / PAYG Price) × 100
```

## Cost Summary Table Template

Always present results in this format:

```markdown
| Service | SKU | Region | Unit Price | Unit | Monthly Est. | Annual Est. |
|---------|-----|--------|-----------|------|-------------|-------------|
| Virtual Machines | Standard_D4s_v5 | East US | $0.192/hr | 1 Hour | $140.16 | $1,681.92 |
```

## Tips

- Always clarify the **usage pattern** before estimating (24/7 vs. business hours vs. sporadic).
- For **storage**, ask about expected data volume and access patterns.
- For **databases**, ask about throughput requirements (RU/s, DTUs, or vCores).
- For **serverless** services, ask about expected invocation count and duration.
- Round to 2 decimal places for display.
- Note that prices are in **USD** unless otherwise specified.
84 changes: 84 additions & 0 deletions skills/azure-pricing/references/REGIONS.md
Original file line number Diff line number Diff line change
@@ -0,0 +1,84 @@
# Azure Region Names Reference

The Azure Retail Prices API requires `armRegionName` values in lowercase with no spaces. Use this table to map common region names to their API values.

## Region Mapping

| Display Name | armRegionName |
|-------------|---------------|
| East US | `eastus` |
| East US 2 | `eastus2` |
| Central US | `centralus` |
| North Central US | `northcentralus` |
| South Central US | `southcentralus` |
| West Central US | `westcentralus` |
| West US | `westus` |
| West US 2 | `westus2` |
| West US 3 | `westus3` |
| Canada Central | `canadacentral` |
| Canada East | `canadaeast` |
| Brazil South | `brazilsouth` |
| North Europe | `northeurope` |
| West Europe | `westeurope` |
| UK South | `uksouth` |
| UK West | `ukwest` |
| France Central | `francecentral` |
| France South | `francesouth` |
| Germany West Central | `germanywestcentral` |
| Germany North | `germanynorth` |
| Switzerland North | `switzerlandnorth` |
| Switzerland West | `switzerlandwest` |
| Norway East | `norwayeast` |
| Norway West | `norwaywest` |
| Sweden Central | `swedencentral` |
| Italy North | `italynorth` |
| Poland Central | `polandcentral` |
| Spain Central | `spaincentral` |
| East Asia | `eastasia` |
| Southeast Asia | `southeastasia` |
| Japan East | `japaneast` |
| Japan West | `japanwest` |
| Australia East | `australiaeast` |
| Australia Southeast | `australiasoutheast` |
| Australia Central | `australiacentral` |
| Korea Central | `koreacentral` |
| Korea South | `koreasouth` |
| Central India | `centralindia` |
| South India | `southindia` |
| West India | `westindia` |
| UAE North | `uaenorth` |
| UAE Central | `uaecentral` |
| South Africa North | `southafricanorth` |
| South Africa West | `southafricawest` |
| Qatar Central | `qatarcentral` |

## Conversion Rules

1. Remove all spaces
2. Convert to lowercase
3. Examples:
- "East US" → `eastus`
- "West Europe" → `westeurope`
- "Southeast Asia" → `southeastasia`
- "South Central US" → `southcentralus`

## Common Aliases

Users may refer to regions informally. Map these to the correct `armRegionName`:

| User Says | Maps To |
|-----------|---------|
| "US East", "Virginia" | `eastus` |
| "US West", "California" | `westus` |
| "Europe", "EU" | `westeurope` (default) |
| "UK", "London" | `uksouth` |
| "Asia", "Singapore" | `southeastasia` |
| "Japan", "Tokyo" | `japaneast` |
| "Australia", "Sydney" | `australiaeast` |
| "India", "Mumbai" | `centralindia` |
| "Korea", "Seoul" | `koreacentral` |
| "Brazil", "São Paulo" | `brazilsouth` |
| "Canada", "Toronto" | `canadacentral` |
| "Germany", "Frankfurt" | `germanywestcentral` |
| "France", "Paris" | `francecentral` |
| "Sweden", "Stockholm" | `swedencentral` |
Loading