scaffold
Generate deployment-ready infrastructure code from an architecture plan, verify it with adversarial self-review, and bridge to validation — all without deploying.
Install / Use
npx skills add microsoft/skills --skill scaffoldInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
OperationsSupported Platforms
Our assessment of scaffold
scaffold scores 86/100 on our quality scale, 290th of 508 Operations skills we index.
Its SKILL.md is 14 KB long, well organised into 11 sections and no code examples: a thorough specification that gives an agent plenty to work with.
With 3,051 GitHub stars, it is one of the more widely adopted skills in the catalogue.
Maintenance, license and trust
- The repository was last updated 5 days ago, so scaffold is actively maintained.
- It is released under the MIT license, a permissive license that allows use, modification and commercial use with attribution.
- Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
scaffold compared with similar skills
All 4 of these similar skills score higher than scaffold; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| scaffold (this skill)by microsoft | 86 | 3.1k | 5d ago | SKILL.md |
| algorithmic-artby anthropics | 100 | 177.9k | 6d ago | SKILL.md |
| pptxby anthropics | 100 | 177.9k | 6d ago | SKILL.md |
| designby nextlevelbuilder | 100 | 130.2k | 7d ago | SKILL.md |
| ui-ux-pro-maxby nextlevelbuilder | 100 | 130.2k | 7d ago | SKILL.md |
Frequently asked questions
- How do I install scaffold?
- Run
npx skills add microsoft/skills --skill scaffold. The install tabs above show the steps for each supported agent. - Which AI agents does scaffold work with?
- It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
- Is scaffold safe to use?
- It is MIT-licensed and scores 100/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is scaffold still maintained?
- The repository was last updated 5 days ago, so scaffold is actively maintained.
Skill content
View source on GitHubAzure App Onboard Scaffold — IaC Generation + Self-Review
Generate deployment-ready infrastructure code from an architecture plan, verify it with adversarial self-review, and bridge to validation — all without deploying.
Quick Reference
| Property | Value |
|----------|-------|
| Parent | azure-app-onboard |
| Best for | Turning prepare-plan.json service list into Bicep templates with secure-by-default patterns |
| Inputs | prepare-plan.json (services, naming, quotas), context.json (overrides, components, repo info) |
| Outputs | scaffold-manifest.json, generated IaC files in infra/ |
| Pipeline position | Phase 3 of 4: prereq → prepare → scaffold → deploy |
| IaC format | Bicep (v1 default). Terraform when existing .tf detected or user override. |
When to Use This Skill
Invoked by the azure-app-onboard orchestrator at Phase 3 when prepare-plan.json exists with services[]. Not directly user-routable in v1.
Return to orchestrator: When complete, return control to
azure-app-onboard. Do NOT directly invoke deploy — the orchestrator manages phase transitions.
When NOT to Use
| Scenario | Use Instead |
|----------|-------------|
| User-triggered IaC (no prepare-plan.json) | azure-prepare |
| Subscription-scope landing zones | azure-enterprise-infra-planner |
| Execute deployment (azd up) | azure-deploy (do NOT invoke from AppOnboard pipeline) |
MCP Tools
See shared tools for cross-phase tools and global parameters. See scaffold tools for full parameter tables.
| Tool | Sub-command | Purpose | Parameters |
|------|-----------|---------|------------|
| mcp_azure_mcp_bicepschema | bicepschema_get | ARM resource type schemas | resource_type (Required), api_version (Optional) |
| mcp_bicep_list_avm_metadata | (flat) | AVM module catalog | None |
| mcp_bicep_get_bicep_best_practices | (flat) | Bicep best practices | None |
| mcp_bicep_get_az_resource_type_schema | (flat) | ARM resource type JSON schema | azResourceType, apiVersion (Required) |
| mcp_bicep_build_bicep | (flat) | Validate .bicep files (self-review L3) | filePath (Required) |
| mcp_bicep_format_bicep_file | (flat) | Format .bicep files (LF enforcement) | filePath (Required) |
| mcp_azure_mcp_deploy | deploy_iac_rules_get | IaC best practices and rules | deployment-tool, iac-type, resource-types |
| mcp_azure_mcp_deploy | deploy_pipeline_guidance_get | CI/CD pipeline config | is-azd-project, pipeline-platform, deploy-option |
| mcp_azure_mcp_get_azure_bestpractices | get_azure_bestpractices_get | SDK/Functions best practices | resource, action |
| mcp_azure_mcp_azureterraformbestpractices | (flat) | Terraform patterns (TF path only) | resource_type (Required) |
Workflow
Session folder: .copilot-azure/sessions/{uuid}/ — reads prepare-plan.json + context.json, writes scaffold-manifest.json.
DETECT (Steps 1–4)
- Read
prepare-plan.json— verifyservices[]exists, readnamingconfig (especiallynaming.resourcePrefix,naming.suffix,naming.resources[]). Read resource group name fromcontext.json.azure.resourceGroup. ⛔ Use EXACTLY these names in generated IaC — do NOT invent names, derive them fromenvironmentName, or append your own suffixes. ⛔ Use EXACTLY the names fromprepare-plan.json.naming.resources[]as Bicep parameters. Do NOT derive names withtake(),substring(), or string manipulation. The plan is the source of truth. Missing → trigger prepare backfill viaazure-app-onboardorchestrator. - Read
context.json— checkoverrides[]foriacFormatpreference,detectedInfra[]for existing.tf,detectedInfraProviderfor cloud provider classification. - Check workspace for existing IaC — ⛔ Skip if
context.json.overrides[]containsignoreExistingInfra: true. Otherwise:- Azure IaC (
.bicep,azure.yaml,.tfwithazurerm):ask_user→ "Start fresh" (renameinfra/toinfra.bak/) or "Use existing" (route toazure-prepare, stop pipeline). - Non-Azure IaC (
.tfwith GCP/AWS): respectcontext.json.overrides[].iacFormatfrom prepare. Default: Bicep alongside existing TF. - Unknown TF (
detectedInfraProvider.terraform=="unknown"): ask user which provider before routing. - No IaC: continue.
- Azure IaC (
- Determine compute targets — Check which compute targets are in the plan (App Service/Functions, Container Apps, or both) and whether PostgreSQL/Redis is present. Do NOT read any reference files — pass this info to the sub-agent at Step 5.
4b. Pre-check API versions (main thread) — MCP tool access is unreliable in
taskagents — call these in the main thread before dispatching. Callmcp_bicep_list_az_resource_types_for_provider(orbicep-list_az_resource_types_for_provider) once per provider namespace inprepare-plan.json.services[](e.g.,Microsoft.Web,Microsoft.App,Microsoft.DBforPostgreSQL,Microsoft.Cache,Microsoft.KeyVault,Microsoft.ContainerRegistry). Extract the latest GA API version (no-preview) for each resource type. Build anapiVersionsmap and pass it to the IaC gen sub-agent at Step 5. Fallback: if MCP unavailable, runaz provider show --namespace {ns} --query "resourceTypes[?resourceType=='{type}'].apiVersions[?!contains(@, 'preview')] | [0][0]" -o tsvper resource type — this filters to GA-only and picks the latest. Pass"MCP unavailable"only if both MCP AND CLI fail. Sub-agent still validates generated Bicep viaaz bicep build.
ACTION (Steps 5–12)
⛔ File boundary: NEVER modify files outside
infra/,.copilot-azure/. Scaffold only writes files — no install/build commands.
⛔ Sub-agent delegation is MANDATORY for Steps 5, 6–9, and 10–12. Each step reads its
subagent-*.mdtemplate, then dispatches ataskcall. Do NOT read any reference file not explicitly named in these steps.⛔ Dispatch type:
taskONLY — NEVERgeneral-purpose.general-purposeleaks sub-agent context into the main thread, accelerating compaction and evicting the orchestrator workflow.taskisolates sub-agent context.⛔ How to dispatch — VERBATIM COPY required:
viewthesubagent-*.mdtemplate file- Your NEXT action MUST be a
tasktool call — notview,powershell,create, or ANY other tool- The task prompt MUST contain the COMPLETE and UNMODIFIED template text. Copy the template between
<<<TEMPLATE_START>>>/<<<TEMPLATE_END>>>delimiters exactly as shown below. Do NOT summarize, paraphrase, reword, or omit ANY part of it — the sub-agent needs every "Read [file]" and "Do:" instruction to produce correct output- AFTER the template block, append the data sections (plan JSON, overrides, etc.)
Anti-pattern (causes regressions): Writing your OWN prompt that lists workflow steps or describes what to generate. The template already contains the complete workflow — your job is to COPY it, not rewrite it.
- IaC generation — ⛔ You MUST dispatch
subagent-iac-gen.mdas atask. ⛔ agent_type:"task"— NEVER"general-purpose".<<<TEMPLATE_START>>> {paste the ENTIRE content of subagent-iac-gen.md here — unmodified} <<<TEMPLATE_END>>> ## Data (appended by orchestrator) ### prepare-plan.json {full JSON} ### context.json.overrides {overrides array} ### prereq-output.json.buildRequirements {buildRequirements object} ### prereq-output.json.warnings[] {warnings array} ### Compute targets {App Service/Functions, Container Apps, or both + whether PostgreSQL/Redis present} ### apiVersions {map from Step 4b, e.g. {"Microsoft.KeyVault/vaults": "2023-07-01", ...} — or "MCP unavailable" if skipped} ### Working directory {absolute path}- Expect: IaC files written to
infra/, file list returned forscaffold-manifest.json.files[] - The tag
app-onboard-skill: 'true'MUST appear verbatim in generated Bicep.
- Expect: IaC files written to
5b. Deploy checklist (parallel with Step 5) — Dispatch as a task in parallel with the IaC gen subagent above. ⛔ agent_type: "task" — NEVER "general-purpose".
<<<TEMPLATE_START>>>
You are a deploy-checklist generator. Do NOT invoke any skills.
1. Read the deploy-checklist-template at: plugin/skills/azure-app-onboard/deploy/references/deploy-checklist-template.md
2. Fill in {placeholders} with real values from prepare-plan.json (appName, rgName, subscriptionId, sessionId).
3. Delete sections that don't apply to this deployment's compute target (e.g., remove App Service section for Container Apps deploys). The template section headers indicate which to delete.
4. Write the result to the session folder using the `create` tool. This file survives conversation compaction — deploy re-reads it after every long-running command.
<<<TEMPLATE_END>>>
## Data (appended by orchestrator)
### prepare-plan.json
{full JSON}
### Session path
{.copilot-azure/sessions/{uuid}/}
### Compute targets
{App Service, Container Apps, Static Web Apps, or combination}
- Expect:
deploy-checklist.mdwritten to session folder. If this subagent fails, the validate subagent (Steps 10b–12.5) will catch the missing file.
6–9. Self-review — ⛔ You MUST dispatch subagent-review.md as a task. ⛔ agent_type: "task" — NEVER "general-purpose".
<<<TEMPLATE_START>>>
{paste the ENTIRE content of subagent-review.md here — unmodified}
<<<TEMPLATE_END>>>
## Data (appended by orchestrator)
### Generated IaC files
{full content of every .bicep/.tf file}
### prepare-plan.json (services, naming, deploymentVariables)
{relevant sections}
### prereq-output.json.warnings[]
{warnings array}
- Expect: findings JSON → write to
scaffold-manifest.json.selfReview - FLAGGED at L1/L3 → fix IaC before proceeding
VALIDATE → MANIFEST → APPROVE (Steps 10–12.5)
10a. Format IaC (main thread) — For each .bicep file in infra/ (including modules/): call mcp_bicep_format_bicep_file (or bicep-format_bicep_file) with { filePath: "<absolute path>" }.This enforces LF line endings via the bicepconfig.json written during IaC generation. Fallback: skip if unavailable.
10a-conf. Conformance gate (main thread — MANDATORY for Bicep) — ⛔ Skip this entire step when the scaffold emitted Terraform (infra/main.bicep absent) — these checks are Bicep-only (Terraform is syntax-validated via terraform validate in the validate subagent). Otherwise run the conformance script from this skill's scripts/ dir; it deterministically catches ARM-rejected values az bicep build can't (invalid Bicep values, wrong DB version, reserved DB login, enablePurgeProtection):
{scaffoldDir}/scripts/scaffold-conformance.ps1 -SessionPath ".copilot-azure/sessions/{uuid}" -InfraPath infra # pwsh (preferred)
bash {scaffoldDir}/scripts/scaffold-conformance.sh ".copilot-azure/sessions/{uuid}" infra # bash (only if pwsh unavailable; needs jq for the plan-dependent checks)
⛔ Prefer the .ps1 when pwsh is available — it runs every check unconditionally. The .sh twin skips the plan-dependent checks (DB-VERSION-MATCH, SERVICES-COMPLETE, DB-NAME-PRESENT, WARN-FIXED) when jq is absent.
⛔ Any BLOCK failure → fix the IaC, re-run (max 3); never present the deploy gate with an open BLOCK. Run it here in the main thread — do NOT delegate to the validate subagent or hand-judge the result when a shell exists. Pass the JSON to the validate subagent for scaffold-manifest.json.conformance.
10b–12.5. Validation + manifest — ⛔ **You MUST dispatch subagent-validate.md as a `tas
Truncated for display — read the full file on GitHub.
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Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.
