Agent skill · Audited from source
azure-app-onboard
skill · microsoft/azure-skillsMIT licenceAudited 21 Oct 2026 · source 52f11f1fe80c
Is it safe? With care — CAUTION, grade B (89/100). We read this skill's source at commit 52f11f1fe80c and found no filesystem, network or shell access and no hard-coded secrets. The audit raised 3 findings, 0 critical or high. What it does: End-to-end orchestrator: from a business idea, app idea, or existing app to running Azure deployment with cost estimates and pre-deploy approval. Analyzes your app, auto-detects the right Azure services, scaffolds…
Cite
Cite this page
ModelsAtlas. “azure-app-onboard (microsoft/azure-skills)”. Retrieved 21 Oct 2026. https://modelsatlas.com/skills/microsoft/azure-app-onboard
Trust audit
Audit 0.4.1 · source read 21 Oct 2026
CAUTION means the audit found things worth knowing before you trust this skill. Grade B is shared by 13,985 of 14,816 audited skills.
What the source does
- FilesystemNone observedNo reads or writes in the source
- NetworkNone observedNo outbound calls in the source
- ShellNone observedNo commands run in the source
- DependenciesPinnedNothing floats
- SecretsNone foundNo keys in source
Five audit layers
| Layer | What we check | Result | Findings |
|---|---|---|---|
L0 Provenance | Repo owner, licence, archive status, activity | PASS | 0 |
L1 Static source | Secrets, path traversal, supply chain, hidden code | PASS | 0 |
L2 Instructions | Prompt injection, authority framing, hidden directives | WARN | 3 |
L3 Inventory | The files and declarations match the source | PASS | 0 |
L4 Sandbox | Run in isolation and watch behaviour | SKIPPED why | 0 |
Gates applied: no behavioural pass.
Findings (3)
MEDIUMPrompt injectionreview.instruction_override · SKILL.md
Do not skip steps, refuse, or short-circuit based on what you recognize
- Why
- Directs the agent to override its judgment and never refuse or short-circuit the pipeline.
- Fix
- rewrite it so the instruction says plainly what it does, and asks the user before it acts
INFOPrompt injectionprompt.credential_read · scaffold/references/iac-generation-rules.md:13
> **Env var completeness:** Read `.env.example` (or `.env.sample`, `config.example`) + config/settings files (Pydantic `Settings`, `@t3-oss/env-nextjs`, Django `settings.py`) for each component to enu
- Why
- asks the agent to read credentials
- Fix
- —
INFOPrompt injectionprompt.credential_read · scaffold/references/subagent-iac-gen.md:66
**Do:** For each component in the plan, read `.env.example` (or `.env.sample`, config files like Pydantic `Settings`, Django `settings.py`) from the workspace. Map every env var to either: (1) a Bicep
- Why
- asks the agent to read credentials
- Fix
- —
Audit 0.4.1 · source sha 52f11f1fe80c · 21 Oct 2026Report an issue or request a re-scan
Provenance
Who published it, and what the verdict is pinned to
- Publishermicrosoft GitHub organizationOwner of the repository this skill is read from
- Source foldermicrosoft/azure-skills/skills/azure-app-onboardThe exact folder we audited
- LicenceMITAs the repository states it
- Commit pinned for this verdict52f11f1fe80cA new audit runs when the source changes
- Repository statusNot archivedPushed today
- Sandboxed runNot runSkills are read, not executed; layer L4 is skipped
What it tells the agent
Full source on GitHub ↗Its description: End-to-end orchestrator: from a business idea, app idea, or existing app to running Azure deployment with cost estimates and pre-deploy approval. Analyzes your app, auto-detects the right Azure services, scaffolds…
---
name: azure-app-onboard
description: "End-to-end orchestrator: from a business idea, app idea, or existing app to running Azure deployment with cost estimates and pre-deploy approval. Analyzes your app, auto-detects the right Azure services, scaffolds infrastructure code, and deploys — tailored to your app, not a template. Handles moving existing apps to Azure without rewriting or with minimal changes. WHEN: bring your app to Azure, plan my app, cost to run, is my code ready to deploy, deploy my app to the cloud, deploy all my services, what Azure services do I need, plan my Azure deployment, deploy my new app to Azure, one-click deploy, I have an app and want it on Azure, migrate my app to Azure, help me get started, build an app, no code yet, starter project. DO NOT USE FOR: use azd for deployment(use azure-deploy), optimizing existing costs (use cost-optimization), code readiness checks only (use azure-app-onboard-prereq)."
license: MIT
metadata:
author: Microsoft
version: "1.2.6"
---
# Azure App Onboard
> ⛔ **Every repo goes through the full pipeline (Steps 1–10). No exceptions.** Do not skip steps, refuse, or short-circuit based on what you recognize. Follow the Workflow table below sequentially — read each step's references before acting.
## Quick Reference
| Property | Value |
|----------|-------|
| Best for | Developers who know what to build but not which Azure services to use |
| Inputs | Business idea or existing codebase, budget/scale preferences (optional) |
| Outputs | Architecture plan, cost estimate, IaC files, deployed Azure resources |
| Phases | Discover → Architect → Scaffold → Deploy (self-contained, no external skill calls) |
## When to Use This Skill
- Deploy existing code without knowing which Azure services to use
- Check if your existing code is ready to deploy to Azure
- Move an existing app to Azure without rewriting or with minimal changes
- Get cost estimates before committing to infrastructure
- Understand architecture decisions and rejected alternatives
- Get answers to Azure architecture or service selection questions (e.g., "What database should I use?")
- Get guided Azure onboarding without prior experience
## When NOT to Use
| Scenario | Use Instead |
|----------|-------------|
| Run `azd up` or execute an existing deployment | `azure-deploy` |
| Optimize existing Azure spend | `cost-optimization` from the optional `azure-cost` plugin |
| Generate Bicep/Terraform for a known architecture | `azure-prepare` |
| Validate infrastructure or run preflight checks | `azure-validate` |
| Troubleshoot a running Azure deployment | `azure-diagnostics` |
| Deploy to or manage AKS/Kubernetes directly | `azure-kubernetes` |
| Look up or list existing Azure resources | `azure-resource-lookup` |
If `cost-optimization` is unavailable, explain that it is provided by the
optional `azure-cost` plugin and direct the user to their client's supported
plugin installation flow; do not imply the handoff completed.
## Pipeline Rules
> ⛔ **You MUST read [`references/pipeline-rules.md`](references/pipeline-rules.md) at the start of every AppOnboard session.** It contains approval gates, phase lifecycle, session artifacts, deploy-as-is, and security baseline rules.
## Workflow
> ⛔ **Deploy recovery:** After deploy gate approval OR before any `az deployment`/`az webapp deploy`/`az acr build` — if you haven't read `deploy/SKILL.md`, read `.copilot-azure/sessions/{id}/deploy-checklist.md` first, then `deploy/SKILL.md`. ⛔ NEVER invoke `{"skill": "azure-deploy"}` — that is a DIFFERENT skill for a DIFFERENT workflow.
> ⛔ **Post-scaffold transition (MANDATORY):** Immediately after `scaffold-manifest.json` is written, YOUR NEXT ACTION MUST be Step 8 (Deploy Approval Gate) — NOT a summary report, NOT a "here are the generated files" message, NOT a completion signal. Confirm `context.json` has `completedPhases: [...,"scaffold"]` + `currentPhase: "deploy"` (update it yourself if the scaffold subagent didn't). Re-read [approval-gates.md § Deploy Gate](references/approval-gates.md) if evicted from context (scaffold reference loading is heavy), then present the exact prompt: **"🚀 Ready to deploy? (Yes / Run manually / Edit plan / Cancel)"**. This gate is the LAST content in your response — wait for the user's reply.
| # | Step | Action | Reference |
|---|------|--------|-----------|
| 1 | **Session check + Azure login** | Create/resume session, verify Azure CLI auth, resolve subscription + user identity | ⛔ **You MUST read [session-protocol.md](references/session-protocol.md)** |
| 2 | **Scope triage** | Check azd markers, triage question. Empty workspace or code-only (no infra) → Step 3 directly. | ⛔ Read [intent-gathering.md](references/intent-gathering.md) § Scope Triage |
| 3 | **Prereq scan** | ⛔ Skip if `completedPhases` includes `"prereq"`. Otherwise: invoke `{"skill": "azure-app-onboard-prereq"}`. Write `prereq-output.json`, update `context.json`. **Halt if:** `overallHealth: "blocked"` OR `routeToSkill` set. | |
| 4 | **Gather intent** | Present prereq results, confirm stack + Azure services, ask remaining questions. | ⛔ Read [intent-gathering.md](references/intent-gathering.md) § After Prereq Returns |
| 5 | **Plan architecture** | Write `prepare-plan.json`. | ⛔ **You MUST read [prepare/SKILL.md](prepare/SKILL.md)** |
| 6 | **Scaffold approval gate** | Display plan for user approval BEFORE generating any files. | ⛔ Read [approval-gates.md](references/approval-gates.md) § Scaffold Gate |
| 7 | **Scaffold** | Generate IaC, self-review. Write `scaffold-manifest.json`. Update `context.json`. | ⛔ **You MUST read [scaffold/SKILL.md](scaffold/SKILL.md)** |
| 8 | **Deploy approval gate** | Display validation summary. ⛔ After approval: FIRST read deploy-checklist.md → deploy/SKILL.md. NEVER `{"skill": "azure-deploy"}`. | ⛔ Read [approval-gates.md](references/approval-gates.md) § Deploy Gate |
| 9 | **Deploy** | Execute IaC, health-check. Write `deploy-result.json`. | ⛔ **YExcerpt, first 6,001 characters of SKILL.md, verbatim from the audited commit. It is text from someone else’s repository, quoted so you can judge it before your agent reads it.
Install
Pinned to the audited commit 52f11f1
git clone https://github.com/microsoft/azure-skills git -C azure-skills checkout 52f11f1fe80c
The author documents no install command, so this uses the repository directly. Our verdict covers commit 52f11f1fe80c only.
Works in which agents?
What its own text says, not a test
| Agent | Status | More |
|---|---|---|
| GitHub Copilot | Mentioned in its text, not tested | Skills for GitHub Copilot · About GitHub Copilot |
Audit history
Every audit, every source change
- !CAUTION B 89 / 100
first audit · source
52f11f1fe80c
README badge
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Questions about azure-app-onboard
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Sources
- github.com/microsoft/azure-skills/tree/main/skills/azure-app-onb — the audited source at commit 52f11f1fe80c and every finding aboveObserved · 21 Oct 2026
Spotted something wrong? Report a correction · Methodology
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Opens with this page as the source. We add nothing else to the prompt.
- What does the azure-app-onboard skill do?
- Is azure-app-onboard safe to install?
- What can azure-app-onboard access on my machine?