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.
npx agentmods add instructions/jacob-bd/relay-ai/agents-mdgit clone --depth 1 https://github.com/jacob-bd/relay-aiWrote 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/jacob-bd/relay-ai/agents-md)<a href="https://agentmods.dev/instructions/jacob-bd/relay-ai/agents-md"><img src="https://agentmods.dev/badge/instructions/jacob-bd/relay-ai/agents-md.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 | $0.07062 | $0.07062 |
| Opus 5 | $0.03531 | $0.03531 |
| Sonnet 5 | $0.01412 | $0.01412 |
| Haiku 4.5 | $0.00706 | $0.00706 |
Grade A, and why
relay-ai 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 5d 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.
How it starts
The opening of the file, as written. The whole thing — 193 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. Note that the codebase supports Claude Code, OpenAI Codex, and Google Gemini CLI.
Docker / always-on gateway: If a user asks to run Relay AI in a container, follow docs/DOCKER.md (AI checklist + questions). That deploys Server + Admin UI only — not desktop app launch.
Commands
npm run build # compile TypeScript → dist/cli.js (via tsup, ESM, shebang injected)
npm test # run all tests with vitest
npm run typecheck # type-check without emitting (tsc --noEmit)
npm run dev # watch mode build
# Run a single test file
npx vitest run tests/env.test.ts
npx vitest run tests/models.test.ts
# Test the CLI locally (run npm link first if not linked)
relay-ai --help
relay-ai models # manage favorite models for mid-session switching
relay-ai Codex --dry-run # simulate full first-run without writing anything
relay-ai Codex --setup # re-ask subscription tier
relay-ai Codex --trace # write debug log to /tmp/relay-ai-debug.log and print errors on exit
relay-ai server # foreground OpenCode/registry API gateway
relay-ai server --vertex # foreground Vertex AI gateway (gcloud ADC)
relay-ai codex # Codex CLI with registry providers (see docs/CODEX.md)
relay-ai codex-app # Codex desktop app (macOS/Windows/Linux; see docs/CODEX.md)
relay-ai gemini # Gemini CLI with registry providers (see docs/GEMINI.md)
# Rebuild after code changes before testing manually
npm run build && relay-ai --version
Architecture
Entry point: src/cli.ts orchestrates the full flow. Every other module is a focused unit with no side effects at import time.
Legacy Claude launch data flow (relay-ai claude):
cli.ts
→ findClaudeBinary() [launch.ts — locate Codex binary]
→ fetchLocalProviders() [providers.ts — ephemeral opencode serve, GET /config/providers, normalize]
→ p.select "Which provider?" [shown when local providers are available]
── OpenCode cloud path (default) ──
→ resolveOrCollectApiKey() [reads env, OS credential store (all platforms), or prompts user]
→ askSubscriptionTier() [prompts.ts — one-time question, saved to conf store]
→ getModels() [models.ts — API fetch + cache enrichment + format classification]
→ runWizard() [prompts.ts — backend/model selector, filters unsupported]
── Local provider path ──
→ pickLocalModel() [prompts.ts — filter/select model from local provider]
── Shared launch (no favorites) ──
→ startProxy() [proxy.ts — single-model wrapper around startProxyCatalog]
→ buildChildEnv(baseUrl, …) [env.ts — removes 17 conflicting vars, sets OpenCode vars]
→ launchClaude() [launch.ts — spawn with stdio:inherit]
→ proxyHandle.close() [stops proxy after Codex exits]
── Switch-menu launch (favorites.length > 0) ──
→ buildCatalogRoutes() [catalog.ts — starting model + favorites, max 20]
→ startProxyCatalog() [proxy.ts — multi-route proxy, alias IDs per model]
→ buildChildEnv(…, gatewayDiscovery=true) [sets CLAUDE_CODE_ENABLE_GATEWAY_MODEL_DISCOVERY=1]
→ launchClaudeViaCatalog() [cli.ts — shared launch + trace cleanup]
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.
- 5d ago First seen · 193 lines · 7,062 tokens per session scan A 519113760fee
relay-ai AGENTS.md is an instructions file published in the GitHub repository jacob-bd/relay-ai (172 stars, last pushed yesterday), licensed MIT. It adds 7,062 tokens to every session, about $0.0353 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.
Other instructions, from other repositories
vscode buildNext.instructions.md
Working notes and architecture documentation for the new esbuild-based build system in build/next. Use when making changes to the new build pipeline (transpile/bundle commands, NLS plugin, source-map handling, resource copying, or self-hosting watch tasks).
spec-kit AGENTS.md
AGENTS.md instructions for github/spec-kit, covering agents.md, about spec kit and specify, quickstart — add a new integration in 5 steps, integration architecture and integrationmanifest — file tracking.
codex AGENTS.md
AGENTS.md instructions for openai/codex, covering rust/codex-rs, the codex-core crate, code review rules, crate api surface and model visible context.
langchain AGENTS.md
AGENTS.md instructions for langchain-ai/langchain, covering global development guidelines for the langchain monorepo, corridor security analysis, project architecture and context, monorepo structure and development tools & commands.
vscode oss-third-party-notices.instructions.md
Instructions for microsoft/vscode, covering vs code oss third-party-notices pipeline, architecture, pipeline flow in ci, applying the notice (cutover) and fallback chain (never fail the build).
next.js AGENTS.md
Instructions for vercel/next.js, covering next.js development guide, codebase structure, monorepo overview, core package: packages/next and other important packages.