ZavaShop on AKS and Azure Container Apps is a hands-on lab for delivering a multi-agent retail supply-chain application from requirements through deployment. It demonstrates a team of six GitHub Copilot custom coding agents working across specifications, application code, MCP servers, tests, infrastructure, and CI. The catalogue entries define the agents, skills, and instructions used in that workflow.
Borrowing it
Nothing to install: this file belongs to microsoft/AKS-Lab-GitHubCopilot. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/microsoft/AKS-Lab-GitHubCopilot/main/.github/prompts/ship-it.prompt.mdgit clone --depth 1 https://github.com/microsoft/AKS-Lab-GitHubCopilotWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/commands/microsoft/aks-lab-githubcopilot/ship-it)<a href="https://agentmods.dev/commands/microsoft/aks-lab-githubcopilot/ship-it"><img src="https://agentmods.dev/badge/commands/microsoft/aks-lab-githubcopilot/ship-it/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/commands/microsoft/aks-lab-githubcopilot/ship-it"><img src="https://agentmods.dev/badge/commands/microsoft/aks-lab-githubcopilot/ship-it.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00025 | $0.00518 |
| Opus 5.5 | $0.00010 | $0.00207 |
| Sonnet 5.5 | $0.00005 | $0.00104 |
| Haiku 4.5 | $0.00003 | $0.00052 |
Grade A, and why
ship-it scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
Workflow: Ship It
Inputs
.env.lab sourced. kubectl and az already authenticated.
Steps (you run these via runCommands, do not just print them)
- Refuse if
git status --porcelainis non-empty. uv run poe check. Refuse if red.- Compute
GIT_SHA=$(git rev-parse --short HEAD)and the changed-services list:git diff --name-only origin/main... | awk -F/ '/^src\/(agents|mcp_servers)\//{print $3}' | sort -u - If this is a first deployment or the changed-services list is empty but no live revisions exist, package the whole app: base image + all 9 services.
- Before changing live workloads, verify the Lab 01 landing zone baseline:
- AKS
aadProfileshows Microsoft Entra ID and Azure RBAC. - AKS Azure Policy add-on is enabled.
- AKS Defender security monitoring is enabled.
- Defender for Cloud
ContainersandKeyVaultspricing tiers areStandard. - Do not use
az aks get-credentials --admin.
- AKS
- For each changed service, build and push
$ACR.azurecr.io/zavashop/<svc>:$GIT_SHA. - For each changed specialist or MCP →
az containerapp update --image …. - If
src/agents/orchestrator/changed →helm upgrade --install zavashop infra/aks/helm/zavashop --set image.tag=$GIT_SHA …andkubectl rollout status. - Smoke + evals against the public orchestrator IP.
- Report SHA, services updated, landing zone gate results, revisions, eval result.
Refuse to
- Push if
:latestappears in any built tag. - Update a workload whose image does not exist in ACR.
- Continue if Entra ID, Azure RBAC, Azure Policy, or Defender checks fail, unless the user explicitly says the subscription is governed by equivalent central policy and provides the evidence.
- Continue past a failed smoke test — instead, switch to
deploy-engineermode for triage.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 1mo ago First seen · 40 lines · 25 tokens per session scan A d42863dc73bc
ship-it is a command published in the GitHub repository microsoft/AKS-Lab-GitHubCopilot (10 stars, last pushed 8d ago), licensed MIT. It adds 25 tokens to every session and 518 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-19.
ship-it compared with commands from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| ship-itmicrosoft/AKS-Lab-GitHubCopilot | Command | 10 | 8d ago | MIT | A | 25 | GitHub Copilot |
| ship-deploymentcomposio-community/awesome-claude-plugins | Command | 2.0k | yesterday | none | A | 0 | Claude Code |
| frankx-ai-deployfrankxai/agentic-creator-os | Command | 12 | yesterday | Apache-2.0 | A | 14 | Claude Code |
| spec-releaseHabib0x0/spec-driven-plugin | Command | 10 | 5d ago | MIT | A | 13 | Claude Code |
| deployRamsbaby/jarvis | Command | 20 | 16d ago | MIT | A | 48 | Claude Code |
| publishreggiechan74/cc-plugins | Command | 7 | 6d ago | MIT | A | 10 | Claude Code |
| yecl-deploymentyecllsl/trae-agent-skills | Command | 2 | 2d ago | MIT | A | 0 | Claude Code |