autoware-mcp: Instructions file for Claude Code

CLAUDE.md

autoware-mcp CLAUDE.md is an instructions file for Claude Code from NEWSLabNTU/autoware-mcp. It costs 5,375 tokens per session, scanned A, original, no licence file.

Project instructions for autoware-mcp, including its purpose, layout, build system, and working examples. Autoware is software for autonomous vehicles.

In plain words
What is it for?
They are for understanding the repository, finding examples, organizing code, and using uv, a Python project and dependency tool, to build it.
Why use it?
They give Claude Code the project context needed to make changes and build the project consistently.

Instructions file for Claude Code

Written for Claude Code: the file is CLAUDE.md.

This is NEWSLabNTU/autoware-mcp's own configuration. It tells Claude Code how to work on autoware-mcp itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything autoware-mcp configures →

Reuse

Borrowing it

Nothing to install: this file belongs to NEWSLabNTU/autoware-mcp. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/NEWSLabNTU/autoware-mcp/main/CLAUDE.md
Clone the repo
git clone --depth 1 https://github.com/NEWSLabNTU/autoware-mcp

Made for: Claude Code.

Wrote 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.

agentmods badge for autoware-mcp CLAUDE.md

README.md
[![agentmods](https://agentmods.dev/badge/instructions/newslabntu/autoware-mcp/claude-md/github.svg)](https://agentmods.dev/instructions/newslabntu/autoware-mcp/claude-md)
Your own site
<a href="https://agentmods.dev/instructions/newslabntu/autoware-mcp/claude-md"><img src="https://agentmods.dev/badge/instructions/newslabntu/autoware-mcp/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.

agentmods 80×15 button for autoware-mcp CLAUDE.md

Your own site · 80×15
<a href="https://agentmods.dev/instructions/newslabntu/autoware-mcp/claude-md"><img src="https://agentmods.dev/badge/instructions/newslabntu/autoware-mcp/claude-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 5,375 This file is loaded in full into every session.
When invoked 5,375 The same file — it is already loaded in full.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown 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 5.1 $0.05375 $0.05375
Opus 5.5 $0.02150 $0.02150
Sonnet 5.5 $0.01075 $0.01075
Haiku 4.5 $0.00537 $0.00537

Measured 2mo ago against content hash 6fd17cf87f12, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

autoware-mcp 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.

CLAUDE.md · 574 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

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. 2mo ago First seen · 574 lines · 5,375 tokens per session scan A 6fd17cf87f12

Subscribe to this mod's changes

autoware-mcp CLAUDE.md is an instructions file published in the GitHub repository NEWSLabNTU/autoware-mcp (1 stars, last pushed 1y ago), with no licence file. It adds 5,375 tokens to every session, about $0.0215 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 2026-08-31.

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