Borrowing it
Nothing to install: this file belongs to mrhuangyong/ai-proxy. 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/mrhuangyong/ai-proxy/main/AGENTS.mdgit clone --depth 1 https://github.com/mrhuangyong/ai-proxyWrote 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/mrhuangyong/ai-proxy/agents-md)<a href="https://agentmods.dev/instructions/mrhuangyong/ai-proxy/agents-md"><img src="https://agentmods.dev/badge/instructions/mrhuangyong/ai-proxy/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/mrhuangyong/ai-proxy/agents-md"><img src="https://agentmods.dev/badge/instructions/mrhuangyong/ai-proxy/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 | $0.00812 | $0.00812 |
| Opus 5.5 | $0.00325 | $0.00325 |
| Sonnet 5.5 | $0.00162 | $0.00162 |
| Haiku 4.5 | $0.00081 | $0.00081 |
Grade A, and why
ai-proxy 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.
How it starts
The opening of the file, as written. The whole thing — 73 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Repository Guidelines
Project Structure & Module Organization
A Tauri 2 desktop app (Rust backend + Vue 3 frontend) that acts as a local AI/LLM proxy, unifying multiple provider APIs.
src/ # Vue 3 frontend (Vite + TypeScript)
views/ # Page components (Dashboard, Providers, Models, Rules, Logs, Statistics, Settings, Apps)
api/index.ts # Frontend API client
types/index.ts # Shared TypeScript types
stores/ # Pinia stores
router.ts # Vue Router config
src-tauri/ # Rust backend (Axum server embedded in Tauri)
src/
lib.rs # App entry, tray, proxy lifecycle
server/ # HTTP server: handlers, router, API endpoints, middleware
converter/ # Format conversion via IR layer
parsers/ # Parse Completions / Responses / Anthropic / Gemini → IR
generators/ # Generate from IR → each provider format
provider/ # Provider management & model routing
key/ # API Key encrypted storage & rotation (AES-256-GCM)
interceptor/ # Rule engine for request/response interception
usage/ # Token usage tracking & cost estimation
logging/ # Request logging store
db/ # SQLite via SQLx, connection pool, migrations
apps/ # App management (Codex CLI, Claude Desktop, etc.)
migrations/ # Numbered SQLite migration scripts (001_init.sql …)
tests/ # Rust integration tests (e.g. ir_conversion.rs)
Build, Test, and Development Commands
| Command | Description |
|---|---|
pnpm install |
Install frontend dependencies |
pnpm tauri dev |
Start dev mode (Vite + Rust hot-reload, opens desktop window) |
pnpm tauri build |
Production build for the current platform |
pnpm build |
Frontend-only type-check (vue-tsc) then Vite build |
cd src-tauri && cargo test |
Run all Rust tests |
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 · 73 lines · 812 tokens per session scan A 3066d108dae9
ai-proxy AGENTS.md is an instructions file published in the GitHub repository mrhuangyong/ai-proxy (12 stars, last pushed 1mo ago), licensed Apache-2.0. It adds 812 tokens to every session, about $0.0032 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.
ai-proxy AGENTS.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| ai-proxy AGENTS.mdmrhuangyong/ai-proxy | Instructions file | 12 | 1mo ago | Apache-2.0 | A | 812 | 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 |