What is genai_wiki copilot-instructions.md?

Project instructions for a real-time audio voice-agent system deployed on Microsoft Azure. They describe the web client, server, Azure AI services, communication services, and recommended ways to generate code.

Use them when working on the audio client or server, Azure deployment, Terraform configuration, voice processing, authentication, or connections to Azure AI and communication services.

They give coding agents the architecture and security context needed to change the system without replacing managed services or exposing secrets.

How kevinevans1/genai_wiki configures GitHub Copilot

Reuse

Borrowing it

Nothing to install: this file belongs to kevinevans1/genai_wiki. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file

curl -O https://raw.githubusercontent.com/kevinevans1/genai_wiki/main/.github/copilot-instructions.md

Clone the repo

git clone --depth 1 https://github.com/kevinevans1/genai_wiki

Made for: GitHub Copilot.

Wrote 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.

README.md

[![agentmods](https://agentmods.dev/badge/instructions/kevinevans1/genai_wiki/copilot-instructions/github.svg)](https://agentmods.dev/instructions/kevinevans1/genai_wiki/copilot-instructions)

Your own site

<a href="https://agentmods.dev/instructions/kevinevans1/genai_wiki/copilot-instructions"><img src="https://agentmods.dev/badge/instructions/kevinevans1/genai_wiki/copilot-instructions/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.

Your own site · 80×15

<a href="https://agentmods.dev/instructions/kevinevans1/genai_wiki/copilot-instructions"><img src="https://agentmods.dev/badge/instructions/kevinevans1/genai_wiki/copilot-instructions.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 405 This file is loaded in full into every session.

When invoked 405 The same file — it is already loaded in full.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin original No closer match found in the catalogue.

Token cost

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	$0.00405	$0.00405
Opus 5.5	$0.00162	$0.00162
Sonnet 5.5	$0.00081	$0.00081
Haiku 4.5	$0.00040	$0.00040

Measured 2mo ago against content hash fe76e8c0e377, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

genai_wiki copilot-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 2mo 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.

.github/copilot-instructions.md · 56 lines

What it actually says

GitHub Copilot Instructions

This file provides context and instructions for GitHub Copilot when working with this repository.

Project Overview

This repository documents the Real-Time Audio Voice Agent infrastructure deployed on Azure. The architecture enables real-time voice interactions powered by Azure AI Services and Azure Communication Services.

Architecture Context

Project Name: gbb-ai-audio-agent
Environment: voice-agent-dev
Deployment Method: Terraform via Azure Developer CLI (azd)
Region: East US 2 (primary), Global (communication services)

Key Components

Frontend (rtaudio-client): Container App serving the web-based voice interface
Backend (rtaudio-server): Container App handling real-time audio processing
AI Services: Azure AI Foundry for cognitive capabilities
Communication: Azure Communication Services for voice/calling

When Generating Code

Use Azure SDK for Python/JavaScript when interacting with Azure services
Prefer managed identities over connection strings
Reference App Configuration for runtime settings
Use Key Vault references for secrets

When Documenting

Include Mermaid diagrams for architecture visualization
Document all service dependencies and integrations
Maintain the resource inventory in /docs/resources/
Update runbooks when operational procedures change

File Structure Conventions

/docs
  /architecture     - Architecture decision records and diagrams
  /resources        - Azure resource documentation
  /integrations     - Service integration guides
  /runbooks         - Operational procedures
/.github
  /copilot-instructions.md  - This file

Azure Resource Naming Conventions

Resource Group: rg-{project}-{environment}
Container Apps: {service}-{suffix}
Key Vault: kv-{suffix}
Storage: st{suffix} (no hyphens)
Container Registry: cr{project}{suffix}

Changes

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.

2mo ago First seen · 56 lines · 405 tokens per session scan A fe76e8c0e377

Subscribe to this mod's changes

genai_wiki copilot-instructions.md is an instructions file published in the GitHub repository kevinevans1/genai_wiki (24 stars, last pushed 9mo ago), licensed MIT. It adds 405 tokens to every session, about $0.0016 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 2026-08-30.

genai_wiki copilot-instructions.md next to 6 instructions from other repositories
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genai_wiki: Instructions file for GitHub Copilot