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Capacity Discovery · microsoft | DecimalAI

devopsby microsoft

Capacity Discovery

microsoft/capacity

Source microsoft/github-copilot-for-azure ↗License NOASSERTION

Discovers available Azure OpenAI model capacity across regions and projects. Analyzes quota limits, compares availability, and recommends optimal deployment locations based on capacity requirements. USE FOR: find capacity, check quota, where can I deploy, capacity discovery, best region for capacity, multi-project capacity search, quota analysis, model availability, region comparison, check TPM availability. DO NOT USE FOR: actual deployment (hand off to preset or customize after discovery), quo

SkillScore73Maintained

Automatic

AI Engineer pack

Last verified 8/3/2026

What it changes

Passed 15 of 20 test cases with the skill, and 4 of 20 without it.

Without skill18%

With skill73%

Checks it passed that the model alone missed

Hands off the workflow to the quota skill.
Specifies the SKU pattern `OpenAI.<SKU>.<model-name>`.
Specifies running query_capacity with ModelName gpt-4o.

and 10 more in the full report

13 fixed5 passed either way4 still failing0 broke

Pass-rate lift: +55 pp
Tokens: +38%
Agent turns: 0%
Response time: -58%

Model gemini-3.6-flashMeasured 8/3/2026v118 of 22 cases passed with skill · 20 comparable

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/microsoft-capacity/SKILL.md https://app.decimal.ai/s/microsoft-capacity/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add microsoft-capacity, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/microsoft-capacity/ and pins it in .decimal/skills.lock

decimalai skills add microsoft-capacity

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/microsoft-capacity/SKILL.md https://app.decimal.ai/s/microsoft-capacity/SKILL.md

Raw file: /s/microsoft-capacity/SKILL.md ↗ · machine-readable summary at /s/microsoft-capacity.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 11 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 11

Prompt

Before evaluating model availability across regions for Azure OpenAI, what Azure CLI command should be executed first to confirm active subscription details in tabular format?

What was checked, without and with the skill
Checked	Without skill	With skill
Specifies executing `az account show --query "{Subscription:name, SubscriptionId:id}" --output table`.	Missed	Passed

case-07 · gemini-3.6-flash · 8/3/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md137 lines5 filesincludes scripts

Capacity Discovery

Finds available Azure OpenAI model capacity across all accessible regions and projects. Recommends the best deployment location based on capacity requirements.

Quick Reference

Property	Description
Purpose	Find where you can deploy a model with sufficient capacity
Scope	All regions and projects the user has access to
Output	Ranked table of regions/projects with available capacity
Action	Read-only analysis — does NOT deploy. Hands off to preset or customize
Authentication	Azure CLI (`az login`)

When to Use This Skill

✅ User asks "where can I deploy gpt-4o?"
✅ User specifies a capacity target: "find a region with 10K TPM for gpt-4o"
✅ User wants to compare availability: "which regions have gpt-4o available?"
✅ User got a quota error and needs to find an alternative location
✅ User asks "best region and project for deploying model X"

After discovery → hand off to preset or customize for actual deployment.

Scripts

Pre-built scripts handle the complex REST API calls and data processing. Use these instead of constructing commands manually.

Script	Purpose	Usage
`scripts/discover_and_rank.ps1`	Full discovery: capacity + projects + ranking	Primary script for capacity discovery
`scripts/discover_and_rank.sh`	Same as above (bash)	Primary script for capacity discovery
`scripts/query_capacity.ps1`	Raw capacity query (no project matching)	Quick capacity check or version listing
`scripts/query_capacity.sh`	Same as above (bash)	Quick capacity check or version listing

Workflow

Phase 1: Validate Prerequisites

Track record

Benchmark

15 / 20

test cases passed, vs 4 / 20 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/1/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

microsoft / github-copilot-for-azure

plugins/azure-skills/skills/microsoft-foundry/models/deploy-model/capacity/SKILL.md

View on GitHub ↗

License MITImported 8/1/2026Version v1Bundled 4 files · scripts

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

Capacity Discovery

Quick Reference

When to Use This Skill

Scripts

Workflow

Phase 1: Validate Prerequisites

Track record

Benchmark

Adoption

SkillSafety

Source

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