Switchyard AGENTS.md

Engineering guidance for Switchyard, a Python library that routes and translates traffic between client applications and language-model backends. It emphasizes stating assumptions, keeping changes small, and avoiding unrequested features.

In plain words
What is it for?
Planning Switchyard changes, modifying routing or format translation, working with health-aware endpoints, and following a simplicity-first development style.
Why use it?
It helps an agent make careful changes in a system that handles routing, logging, testing, and multiple endpoints. The rules reduce speculative code and hidden assumptions.

Instructions file for CodexOpenCode

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add instructions/nvidia-nemo/switchyard/agents-md
Clone the repo
git clone --depth 1 https://github.com/NVIDIA-NeMo/Switchyard

Made for: Codex, OpenCode.

Per session 2,636 This file is loaded in full into every session.
When invoked 2,636 The same file — it is already loaded in full.
Security scan A 0 findings. Scan, not verified.
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.

ModelPer sessionOnce invoked
Fable 5 $0.02636 $0.02636
Opus 5 $0.01318 $0.01318
Sonnet 5 $0.00527 $0.00527
Haiku 4.5 $0.00264 $0.00264

Measured yesterday against content hash be9feb1dc582, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

Switchyard 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 yesterday.

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.

AGENTS.md · 269 lines

How it starts

The opening of the file, as written. The whole thing — 269 lines — stays where its author put it; the contents beside it link to each section on GitHub.

AGENTS.md — Switchyard

Switchyard is a Python library for LLM traffic orchestration. It sits between client applications (Claude Code, OpenAI / Anthropic SDK clients, Codex CLI) and LLM backends, handling routing, format translation, logging, A/B testing, and health-aware multi-endpoint serving.

Note: The public distribution is nemo-switchyard. All imports use switchyard.*, and the CLI command is switchyard (registered via pyproject.toml scripts).

Engineering Guidelines

Working principles for any agent (or human) writing code in this repo. These are about how to work; project-specific conventions and validation commands live elsewhere in this AGENTS.md.

1. Think Before Coding

Don't assume. Don't hide confusion. Surface tradeoffs.

Before implementing:

  • State your assumptions explicitly. If uncertain, ask.
  • If multiple interpretations exist, present them — don't pick silently.
  • If a simpler approach exists, say so. Push back when warranted.
  • If something is unclear, stop. Name what's confusing. Ask.

2. Simplicity First

Minimum code that solves the problem. Nothing speculative.

  • No features beyond what was asked.
  • No abstractions for single-use code.
  • No "flexibility" or "configurability" that wasn't requested.
  • No error handling for impossible scenarios.
  • If you write 200 lines and it could be 50, rewrite it.

Ask yourself: "Would a senior engineer say this is overcomplicated?" If yes, simplify.

3. Surgical Changes

Touch only what you must. Clean up only your own mess.

When editing existing code:

  • Don't "improve" adjacent code, comments, or formatting.
  • Don't refactor things that aren't broken.
  • Match existing style, even if you'd do it differently.
  • If you notice unrelated dead code, mention it — don't delete it.

When your changes create orphans:

  • Remove imports/variables/functions that YOUR changes made unused.
  • Don't remove pre-existing dead code unless asked.

The test: Every changed line should trace directly to the user's request.

Read the full file on GitHub · 269 lines

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.

  1. yesterday First seen · 269 lines · 2,636 tokens per session scan A be9feb1dc582

Subscribe to this mod's changes

Switchyard AGENTS.md is an instructions file published in the GitHub repository NVIDIA-NeMo/Switchyard (2,588 stars, last pushed 3d ago), licensed Apache-2.0. It adds 2,636 tokens to every session, about $0.0132 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.