Borrowing it
Nothing to install: this file belongs to UmaiTech/aura-llm-gateway. 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/UmaiTech/aura-llm-gateway/main/CLAUDE.mdgit clone --depth 1 https://github.com/UmaiTech/aura-llm-gatewayWrote 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/umaitech/aura-llm-gateway/claude-md)<a href="https://agentmods.dev/instructions/umaitech/aura-llm-gateway/claude-md"><img src="https://agentmods.dev/badge/instructions/umaitech/aura-llm-gateway/claude-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 5.1 | $0.05120 | $0.05120 |
| Opus 5 | $0.02560 | $0.02560 |
| Sonnet 5 | $0.01024 | $0.01024 |
| Haiku 4.5 | $0.00512 | $0.00512 |
Grade A, and why
aura-llm-gateway 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 8d 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.
This is a copy
98% identical to aura-llm-gateway AGENTS.md — 2 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 456 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Aura LLM Gateway
Project Overview
Rust-based LLM proxy implementing the Open Responses API specification for agentic workflows. Provides a unified interface to multiple LLM providers (OpenAI, Anthropic, Google) with load balancing, cost tracking, and observability.
Tech Stack
- Language: Rust (2021 edition)
- Web Framework: Axum
- Database: PostgreSQL (SQLx), Redis
- Async Runtime: Tokio
- Serialization: Serde
- Error Handling: thiserror, anyhow
- Logging: tracing
- HTTP Client: reqwest
Project Structure
/crates/
aura-types/ # Shared type definitions (Open Responses API types)
src/
compression.rs # Compression config types
consistency.rs # Response consistency types
validation.rs # Response validation types
aura-core/ # Core business logic (providers, routing, caching)
src/
compression/ # Prompt compression (TOON, YAML, AISP, JSON)
provider/ # LLM providers (OpenAI, Anthropic, Google)
router/ # Smart routing with health tracking
aura-proxy/ # Main server binary (Axum routes, middleware)
aura-db/ # Database models and queries (SQLx)
/apps/
chat/ # React chat playground (Vite + React 18)
landing/ # Marketing landing page (Vite + React, MDX docs)
/docs/ # Documentation
api/ # API documentation (Markdown)
/migrations/ # SQLx database migrations
/sdks/
python/ # Python SDK (aura-llm on PyPI)
Development Commands
# Build
cargo build # Build all crates
cargo build --release # Build optimized binary
# Test
cargo test # Run all tests
cargo test -p aura-core # Test specific crate
cargo test -- --nocapture # Show println output
# Run
cargo run -p aura-proxy # Run the proxy server
RUST_LOG=debug cargo run -p aura-proxy # With debug logging
# Lint & Format
cargo clippy # Lint all crates
cargo clippy --fix # Auto-fix lint issues
cargo fmt # Format code
cargo fmt -- --check # Check formatting
# Database (requires sqlx-cli)
sqlx migrate run # Run migrations
sqlx migrate add <name> # Create new migration
# Docker
docker-compose up -d # Start local stack
docker-compose logs -f # Follow logs
# Frontend Apps
cd apps/chat && npm run dev # Run chat playground (port 3000)
cd apps/landing && npm run dev # Run landing page (port 3001)
cd apps/chat && npm run build # Build chat app for production
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.
- 8d ago First seen · 456 lines · 5,120 tokens per session scan A ae3bad59f378
aura-llm-gateway CLAUDE.md is an instructions file published in the GitHub repository UmaiTech/aura-llm-gateway (11 stars, last pushed today), licensed MIT. It adds 5,120 tokens to every session, about $0.0256 per session on Opus 5. A static security scan graded it A with 0 findings. It is 98% identical to aura-llm-gateway AGENTS.md, differing in 2 lines, and is treated as a copy.
Other instructions, from other repositories
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.
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).
next.js AGENTS.md
AGENTS.md instructions for vercel/next.js, covering next.js development guide, codebase structure, monorepo overview, core package: packages/next and other important packages.
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).
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.