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.
curl -O https://raw.githubusercontent.com/kevinevans1/genai_wiki/main/.github/copilot-instructions.mdgit clone --depth 1 https://github.com/kevinevans1/genai_wikiWrote 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/kevinevans1/genai_wiki/copilot-instructions)<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="Measured on agentmods" 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 | $0.00405 | $0.00405 |
| Opus 5 | $0.00202 | $0.00202 |
| Sonnet 5 | $0.00081 | $0.00081 |
| Haiku 4.5 | $0.00040 | $0.00040 |
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 8d 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
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}
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.
- 8d ago First seen · 56 lines · 405 tokens per session scan A fe76e8c0e377
genai_wiki copilot-instructions.md is an instructions file published in the GitHub repository kevinevans1/genai_wiki (24 stars, last pushed 7mo ago), licensed MIT. It adds 405 tokens to every session, about $0.0020 per session on Opus 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.
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