Borrowing it
Nothing to install: this file belongs to evgenyvinnik/llm-driven-system-design. 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/evgenyvinnik/llm-driven-system-design/main/AGENTS.mdgit clone --depth 1 https://github.com/evgenyvinnik/llm-driven-system-designWrote 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/evgenyvinnik/llm-driven-system-design/agents-md)<a href="https://agentmods.dev/instructions/evgenyvinnik/llm-driven-system-design/agents-md"><img src="https://agentmods.dev/badge/instructions/evgenyvinnik/llm-driven-system-design/agents-md/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/evgenyvinnik/llm-driven-system-design/agents-md"><img src="https://agentmods.dev/badge/instructions/evgenyvinnik/llm-driven-system-design/agents-md.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 | $0.07701 | $0.07701 |
| Opus 5.5 | $0.03080 | $0.03080 |
| Sonnet 5.5 | $0.01540 | $0.01540 |
| Haiku 4.5 | $0.00770 | $0.00770 |
Grade A, and why
llm-driven-system-design AGENTS.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.
Copies of this mod
1 near-identical copy found in the catalogue:
- llm-driven-system-design CLAUDE.md — 98% identical, 18 lines differ
How it starts
The opening of the file, as written. The whole thing — 699 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AGENTS.md
This file provides guidance to Codex (Codex.ai/code) when working with code in this repository.
Table of Contents
- Repository Overview
- Quick Start for Any Project
- Project Structure
- Common Commands
- Repository Scripts
- CI/CD
- Technology Stack Defaults
- Key Design Principles
- Port Conventions
- Frontend Best Practices
- Backend Architecture Pattern
- Database Selection Guide
- Creating New Projects
- Local Development Philosophy
- Infrastructure Options
- ESM Import Convention
Repository Overview
This is a system design learning repository where each subdirectory represents an independent system design challenge. Most projects have both design documentation and working implementations.
Node.js Requirement: >=20.0.0
Quick Start for Any Project
- Read the project's
architecture.mdfirst to understand the design - Check
AGENTS.mdfor iteration history and key decisions (primary source of truth for project-specific guidance - captures the "why" behind implementation choices) - Look at
README.mdfor setup instructions - Check
package.jsonto find available scripts
Project Structure
Each project folder typically contains:
<project>/
├── README.md # Setup instructions and implementation guide
├── architecture.md # System design documentation and trade-offs
├── system-design-answer-frontend.md # Frontend-focused interview answer
├── system-design-answer-backend.md # Backend-focused interview answer
├── system-design-answer-fullstack.md # Full-stack interview answer
├── AGENTS.md # LLM collaboration notes and iteration history
├── frontend/ # React + TypeScript frontend (when applicable)
├── backend/ # Node.js + Express backend (when applicable)
├── training/ # ML training code (Python, when applicable)
└── docker-compose.yml # Infrastructure services (PostgreSQL, Redis, etc.)
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 · 699 lines · 7,701 tokens per session scan A f5dd6040ea42
llm-driven-system-design AGENTS.md is an instructions file published in the GitHub repository evgenyvinnik/llm-driven-system-design (65 stars, last pushed yesterday), licensed MIT. It adds 7,701 tokens to every session, about $0.0308 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.
llm-driven-system-design AGENTS.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| llm-driven-system-design AGENTS.mdevgenyvinnik/llm-driven-system-design | Instructions file | 65 | yesterday | MIT | A | 7,701 | Codex, OpenCode |
| vscode buildNext.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 9,719 | GitHub Copilot |
| next.js AGENTS.mdvercel/next.js | Instructions file | 143k | yesterday | MIT | A | 7,461 | Codex, OpenCode |
| langchain AGENTS.mdlangchain-ai/langchain | Instructions file | 149k | yesterday | MIT | A | 4,680 | Codex, OpenCode |
| vscode oss-third-party-notices.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 5,516 | GitHub Copilot |
| vscode copilot-instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 3,093 | GitHub Copilot |
| deepseek-harness AGENTS.mddeepseek-ai/deepseek-harness | Instructions file | 274k | 2d ago | MIT | A | 4,313 | Codex, OpenCode |