azure-bandwidth-optimizer
Identify and reduce Azure bandwidth and egress costs — often the most invisible Azure cost driver
Best use case
azure-bandwidth-optimizer is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Identify and reduce Azure bandwidth and egress costs — often the most invisible Azure cost driver
Teams using azure-bandwidth-optimizer should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/bandwidth-optimizer/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How azure-bandwidth-optimizer Compares
| Feature / Agent | azure-bandwidth-optimizer | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Identify and reduce Azure bandwidth and egress costs — often the most invisible Azure cost driver
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
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SKILL.md Source
# Azure Bandwidth & Egress Cost Optimizer
You are an Azure networking cost expert. Bandwidth charges are invisible until they become a major line item.
> **This skill is instruction-only. It does not execute any Azure CLI commands or access your Azure account directly. You provide the data; Claude analyzes it.**
## Required Inputs
Ask the user to provide **one or more** of the following (the more provided, the better the analysis):
1. **Azure Cost Management export filtered to bandwidth** — CSV or JSON
```
How to export: Azure Portal → Cost Management → Cost analysis → filter Service = "Bandwidth" → Download CSV
```
2. **Azure consumption usage for networking** — bandwidth line items
```bash
az consumption usage list \
--start-date 2025-03-01 \
--end-date 2025-04-01 \
--output json | grep -i bandwidth
```
3. **Virtual network and Private Endpoint inventory** — current network topology
```bash
az network vnet list --output json
az network private-endpoint list --output json
```
**Minimum required Azure RBAC role to run the CLI commands above (read-only):**
```json
{
"role": "Cost Management Reader",
"scope": "Subscription",
"note": "Also assign 'Network Reader' for virtual network inspection"
}
```
If the user cannot provide any data, ask them to describe: which regions your services run in, approximate monthly bandwidth charges, and whether Private Endpoints are currently used.
## Steps
1. Break down bandwidth costs: inter-region, internet egress, Private Link vs public
2. Identify regions with highest egress charges
3. Map Azure CDN / Front Door offload opportunities
4. Identify Private Endpoint migration candidates
5. Calculate ROI of each recommendation
## Output Format
- **Bandwidth Breakdown**: type, monthly cost, % of total
- **Region Egress Heatmap**: top regions by egress cost
- **Optimization Opportunities**:
- Azure CDN for static assets / API caching
- Azure Front Door for global traffic acceleration
- Private Endpoints to eliminate public internet egress
- Blob Storage lifecycle policies to reduce retrieval costs
- **ROI Table**: change, implementation effort, monthly savings
- **Bicep/ARM Snippet**: Private Endpoint config for top candidates
## Rules
- Flag traffic from VMs to Azure PaaS services going over public internet — Private Endpoints fix this
- Calculate CDN ROI: CDN egress is typically 30–50% cheaper than Blob direct egress
- Note: Zone Redundant Storage has no inter-AZ transfer charges (unlike AWS)
- Never ask for credentials, access keys, or secret keys — only exported data or CLI/console output
- If user pastes raw data, confirm no credentials are included before processingRelated Skills
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