Borrowing it
Nothing to install: this file belongs to MicrosoftLearning/trainer-demo-deploy. 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/MicrosoftLearning/trainer-demo-deploy/main/.github/instructions/az-azure-artifacts.instructions.mdgit clone --depth 1 https://github.com/MicrosoftLearning/trainer-demo-deployWrote 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/instructions/microsoftlearning/trainer-demo-deploy/az-azure-artifacts)<a href="https://agentmods.dev/instructions/microsoftlearning/trainer-demo-deploy/az-azure-artifacts"><img src="https://agentmods.dev/badge/instructions/microsoftlearning/trainer-demo-deploy/az-azure-artifacts/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/instructions/microsoftlearning/trainer-demo-deploy/az-azure-artifacts"><img src="https://agentmods.dev/badge/instructions/microsoftlearning/trainer-demo-deploy/az-azure-artifacts.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 | $0.00361 | $0.00361 |
| Opus 5.5 | $0.00144 | $0.00144 |
| Sonnet 5.5 | $0.00072 | $0.00072 |
| Haiku 4.5 | $0.00036 | $0.00036 |
Grade A, and why
trainer-demo-deploy az-azure-artifacts.instructions.md 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 today.
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
Artifact Generation Rules - MANDATORY
CRITICAL: This file is the ENFORCEMENT TRIGGER for artifact H2 headings. All agents MUST use these EXACT headings when generating artifacts. Violations block commits (pre-commit) and PRs (CI validation).
[!NOTE] This instruction file and the
azure-artifactsskill (SKILL.md) intentionally contain the same H2 heading lists. TheSKILL.mdis the authoritative source; this instruction file is the enforcement trigger viaapplyToscope. For template mapping, generation workflow, styling, and standard components, read the SKILL.md directly.
Complete H2 Heading Reference
IMPORTANT: Copy-paste these headings. Do not paraphrase or abbreviate.
01-requirements.md
## 🎯 Project Overview
## 🚀 Functional Requirements
## ⚡ Non-Functional Requirements (NFRs)
## 📋 Summary for Architecture Assessment
02-architecture-assessment.md
## ✅ Requirements Validation
## 📦 Resource SKU Recommendations
## 🎯 Architecture Decision Summary
05-implementation-reference.md
## 📁 IaC Templates Location
## 🗂️ File Structure
## ✅ Validation Status
## 🏗️ Resources Created
## 🚀 Deployment Instructions
## 📝 Key Implementation Notes
06-deployment-summary.md
## 📋 Deployment Details
## 🏗️ Deployed Resources
## 📤 Outputs (Expected)
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.
- today First seen · 58 lines · 361 tokens per session scan A 856d7729b304
trainer-demo-deploy az-azure-artifacts.instructions.md is an instructions file published in the GitHub repository MicrosoftLearning/trainer-demo-deploy (31 stars, last pushed 11d ago), licensed MIT. It adds 361 tokens to every session, about $0.0014 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 2026-11-07.
trainer-demo-deploy az-azure-artifacts.instructions.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| trainer-demo-deploy az-azure-artifacts.instructions.mdMicrosoftLearning/trainer-demo-deploy | Instructions file | 31 | 11d ago | MIT | A | 361 | GitHub Copilot |
| vscode buildNext.instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 9,719 | GitHub Copilot |
| next.js AGENTS.mdvercel/next.js | Instructions file | 143k | today | MIT | A | 7,461 | Codex, OpenCode |
| vscode oss-third-party-notices.instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 5,516 | GitHub Copilot |
| langchain AGENTS.mdlangchain-ai/langchain | Instructions file | 149k | today | MIT | A | 4,680 | Codex, OpenCode |
| vscode copilot-instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 3,093 | GitHub Copilot |
| deepseek-harness AGENTS.mddeepseek-ai/deepseek-harness | Instructions file | 275k | 3d ago | MIT | A | 4,313 | Codex, OpenCode |