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/CLAUDE.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/claude-md)<a href="https://agentmods.dev/instructions/mrhuangyong/ai-proxy/claude-md"><img src="https://agentmods.dev/badge/instructions/mrhuangyong/ai-proxy/claude-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/claude-md"><img src="https://agentmods.dev/badge/instructions/mrhuangyong/ai-proxy/claude-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 | $0.01410 | $0.01410 |
| Opus 5.5 | $0.00564 | $0.00564 |
| Sonnet 5.5 | $0.00282 | $0.00282 |
| Haiku 4.5 | $0.00141 | $0.00141 |
Grade A, and why
ai-proxy CLAUDE.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 — 102 lines — stays where its author put it; the contents beside it link to each section on GitHub.
CLAUDE.md
This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.
Project Overview
AI Proxy is a local LLM reverse proxy packaged as a Tauri 2 desktop app (Rust backend + Vue 3 frontend). It unifies OpenAI Completions/Responses, Anthropic Messages, and Google Gemini behind a single endpoint at http://127.0.0.1:7860, using an IR (Intermediate Representation) layer for transparent bidirectional format conversion. UI language is Chinese (zh-CN).
Build & Dev Commands
pnpm install # Install frontend deps
pnpm tauri dev # Full dev mode (Vite :1420 + Rust hot-reload, proxy :7860)
pnpm tauri build # Production build → native installer
pnpm build # Frontend type-check (vue-tsc) + Vite bundle
cd src-tauri && cargo test # All Rust tests
cd src-tauri && cargo test --test ir_conversion # Specific integration test
cd src-tauri && cargo test test_name # Single test by name
cd src-tauri && cargo fmt # Format Rust code
No frontend test framework. No linter/formatter for TS — match existing style.
Architecture
Dual Server Pattern
The Tauri app embeds an Axum HTTP server. The Vue frontend talks to Axum via HTTP (not Tauri IPC), so the proxy is independently accessible by external LLM clients. During frontend-only dev, Vite proxies /api and /health to the Axum backend. A shared reqwest::Client (http.rs → SHARED_HTTP_CLIENT) is used for all upstream requests.
Feature Flags: Desktop vs Server
Two build modes via Cargo features:
desktop(default): Tauri GUI, system tray, auto-update, app management (apps/module)server: Headless CLI binary (ai-proxy-server), JWT auth (auth/module), no Tauri deps
#[cfg(feature = "desktop")] guards Tauri-specific code in lib.rs. The server_main.rs is currently a placeholder.
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 · 102 lines · 1,410 tokens per session scan A e9fe0152921f
ai-proxy CLAUDE.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 1,410 tokens to every session, about $0.0056 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 CLAUDE.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| ai-proxy CLAUDE.mdmrhuangyong/ai-proxy | Instructions file | 12 | 1mo ago | Apache-2.0 | A | 1,410 | Claude Code |
| 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 |