Prepare — Architecture Planning & Cost Estimation
SkillCloud & infraInvoked by the azure-app-onboard orchestrator at Phase 2 when prereq-output.json exists. Not directly user-routable.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the Prepare — Architecture Planning & Cost Estimation skill
About this capability
Official agent plugin providing skills and MCP server configurations for Azure scenarios.
What this skill tells your AI
The instructions your AI receives, as published by microsoft/azure-skills in skills/azure-app-onboard/prepare/SKILL.md and read by ahel’s review.
Quick Reference
| Property | Value |
|---|---|
| Best for | Mapping app components to Azure services with cost estimation and quota validation |
| Inputs | prereq-output.json + context.json from .copilot-azure/sessions/{id}/ |
| Outputs | prepare-plan.json written to session directory |
| Parent | azure-app-onboard |
When to Use This Skill
Invoked by the azure-app-onboard orchestrator at Phase 2 when prereq-output.json exists. Not directly user-routable.
Return to orchestrator: When complete, return control to
azure-app-onboard. Do NOT directly invoke scaffold or deploy.
When NOT to Use
| Scenario | Use Instead |
|---|---|
| Code readiness or prereq scanning | azure-app-onboard Step 3 (prereq) |
| IaC generation from a completed plan | azure-app-onboard Step 7 (scaffold) |
| Deploying resources to Azure | azure-app-onboard Step 9 (deploy) |
| Optimizing existing Azure spend | azure-cost |
| Estimating VM-specific costs | azure-compute |
| Enterprise landing zone architecture | azure-enterprise-infra-planner |
MCP Tools
| Tool | Purpose |
|---|---|
mcp_azure_mcp_pricing / azure-pricing (router → command: pricing_get) | Cost estimation (inline — see Step 6). Fallback: dispatch subagent-pricing.md |
mcp_azure_mcp_policy | Subscription policy constraints |
az rest | Quota validation (via sub-agent — see Step 5) |
mcp_azure_mcp_cloudarchitect → cloudarchitect_design | WAF-aligned architecture design |
mcp_azure_mcp_wellarchitectedframework | Per-service WAF guidance |
mcp_azure_mcp_advisor → advisor_recommendation_list | Optimization recommendations |
Workflow
| # | Step | Action | Reference |
|---|---|---|---|
| 1 | Read session state | Load prereq-output.json + context.json. Resolve subscription | Cross-ref subscription-resolution.md if needed |
| 2 | Query policy constraints | Inline MCP: fetch policy + advisor recommendations | mcp_azure_mcp_policy + mcp_azure_mcp_advisor |
| 3 | Map components to services | Per-component Azure service selection, Dockerfile routing, deploy-as-is | ⛔ You MUST read service-mapping.md and deploy-strategy.md |
| 4 | Select SKUs + WAF analysis | Budget-aware SKU selection, inline WAF service guidance | ⛔ You MUST read sku-matrix.md |
| 5 | Validate quotas + region capacity | ⛔ Read subagent-quota.md → dispatch as task (NEXT action MUST be task, ⛔ agent_type: "task" — NEVER "general-purpose"). Copy the COMPLETE and UNMODIFIED template text into the task prompt between <<<TEMPLATE_START>>> / <<<TEMPLATE_END>>> delimiters — do NOT summarize. Append the caller-provided inputs listed in subagent-quota.md's Input table AFTER the template block. ⛔ After dispatching, proceed to Step 6 (cost estimation) while the subagent runs. Do NOT run quota checks yourself — the subagent handles it. Collect subagent results before Step 9 (write plan). | ⛔ You MUST read subagent-quota.md |
| 6 | Estimate costs | ⛔ You MUST read pricing-guide.md for methodology, then pricing-guide-services.md for per-service filters. Call the pricing router (mcp_azure_mcp_pricing/azure-pricing) with command: "pricing_get" + a parameters{} object inline per paid service. If MCP unavailable or fails → ⛔ Read subagent-pricing.md → dispatch as task (NEXT action MUST be task, ⛔ agent_type: "task" — NEVER "general-purpose"). Copy the COMPLETE and UNMODIFIED template text into the task prompt between <<<TEMPLATE_START>>> / <<<TEMPLATE_END>>> delimiters — do NOT summarize. Append data (services[], region, budget tier) AFTER the template block. Write results to prepare-plan.json.costEstimate. | pricing-guide.md |
| 7 | Generate naming | Centralized naming: suffix, prefix, all resource names | ⛔ You MUST read naming-patterns.md |
| 8 | Determine IaC format | Existing non-Azure .tf → ask_user Bicep vs TF, write to overrides[].iacFormat. No .tf → default Bicep. | (inline) |
| 9 | Write prepare-plan.json | Per PreparePlan schema. Include postDeployRecommendations, deploymentVariables | ⛔ You MUST read prepare-schemas.ts for PreparePlan schema |
| 10 | Return summary | Structured summary for orchestrator approval gate | (inline — 1 line) |
| 11 | Validate plan | 4-dimension check: Goal Alignment, WAF Alignment, Dependency Completeness, Deployment Viability. Fix inline on failure, document tradeoffs in assumptions[]. | All must pass before writing |
Step 5 — Post-Quota Validation
⛔ NEVER present a region without checking quota first. Skipping quota validation causes cascading deploy failures and extended healing loops. ⛔ If plan includes PostgreSQL/MySQL, verify
offerRestrictionsVerified: true— if false/missing, region is blocked. Do NOT proceed to scaffold with unchecked DB services. ⛔ Free ≠ unlimited. Every compute SKU — including F1, Consumption, and Serverless tiers — has a per-subscription, per-region quota. Do NOT skip quota checks because a SKU is free. ⛔ After region fallback, update ALLservices[].regioninprepare-plan.json. Do not leave stale values.
Error Handling
| Error | Remediation |
|---|---|
| Pricing API 400 | Verify --sku included. Free tiers: skip API |
| MCP pricing unavailable | Dispatch subagent-pricing.md as task fallback (uses direct HTTP to prices.azure.com) |
| Prereq output missing | Trigger prereq backfill |
| Quota check fails | Fall back to best-effort estimate + disclaimer |
| Override conflicts | Re-run from Step 3 with new constraints |
Signals
- GitHub stars
- 1k
- Forks
- 245
- Last commit
- Sep 2026
ahel review
K1binfo
installs-packages (in references/deploy-strategy.md)
Automated review, not a security audit. Ruleset v1+k2.
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Advanced
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prepare-microsoft- Source
- github.com/microsoft/azure-skills