awesome-ai-cae: Instructions file for Claude Code

CLAUDE.md

awesome-ai-cae CLAUDE.md is an instructions file for Claude Code from kimimgo/awesome-ai-cae. It costs 925 tokens per session, scanned A, original, CC0-1.0.

Contribution instructions for an Awesome-style catalogue of AI-ready computer-aided engineering, design, and manufacturing tools. They define the required format, ordering, language tags, and automated checks for the project’s README.

In plain words
What is it for?
Use them when adding or editing catalogue entries. They explain how to format links and descriptions, preserve alphabetical order, and run `awesome-lint` and `lychee` to check the README and its links.
Why use it?
They prevent entries from failing the project’s formatting and link checks. They also make the catalogue consistent for readers and automated tools.

Instructions file for Claude Code

Written for Claude Code: the file is CLAUDE.md. Also seen: mentions CLAUDE.md; mentions Claude Code.

This is kimimgo/awesome-ai-cae's own configuration. It tells Claude Code how to work on awesome-ai-cae 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 awesome-ai-cae configures →

Reuse

Borrowing it

Nothing to install: this file belongs to kimimgo/awesome-ai-cae. 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/kimimgo/awesome-ai-cae/main/CLAUDE.md
Clone the repo
git clone --depth 1 https://github.com/kimimgo/awesome-ai-cae

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 awesome-ai-cae CLAUDE.md

README.md
[![agentmods](https://agentmods.dev/badge/instructions/kimimgo/awesome-ai-cae/claude-md/github.svg)](https://agentmods.dev/instructions/kimimgo/awesome-ai-cae/claude-md)
Your own site
<a href="https://agentmods.dev/instructions/kimimgo/awesome-ai-cae/claude-md"><img src="https://agentmods.dev/badge/instructions/kimimgo/awesome-ai-cae/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 awesome-ai-cae CLAUDE.md

Your own site · 80×15
<a href="https://agentmods.dev/instructions/kimimgo/awesome-ai-cae/claude-md"><img src="https://agentmods.dev/badge/instructions/kimimgo/awesome-ai-cae/claude-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 925 This file is loaded in full into every session.
When invoked 925 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 original 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 $0.00925 $0.00925
Opus 5 $0.00463 $0.00463
Sonnet 5 $0.00185 $0.00185
Haiku 4.5 $0.00093 $0.00093

Measured 10d ago against content hash c2cd70175d86, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

awesome-ai-cae 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 10d 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 · 84 lines

How it starts

The opening of the file, as written. The whole thing — 84 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 Info

  • Repo: kimimgo/awesome-ai-cae
  • Type: Awesome list (curated resource collection) — sindresorhus/awesome 표준 준수
  • License: CC0-1.0
  • 핵심 차별화: AI-Ready — AI 에이전트가 직접 호출 가능한(MCP, Python API, CLI) CAE/CAD/CAM 도구에 집중
# awesome-lint: README.md 포맷 검증 (push/PR 시 자동 실행)
npx awesome-lint

# lychee: 링크 깨짐 검사 (push/PR + 매주 월요일 06:00 UTC)
# 로컬 실행 시:
lychee --verbose --no-progress '*.md'

Entry Format

- [owner/repo](https://github.com/owner/repo) `Language` `Tag` - Description.
  • 알파벳 순서 유지 (섹션 내)
  • Language tags: Python, C++, Fortran, Rust, CUDA
  • Special tags: MCP (Model Context Protocol), API (REST/gRPC)
  • Description은 대문자로 시작, 마침표로 끝남 (숫자로 시작 불가 — lint 실패)
  • 구분자는 반드시 ASCII hyphen-dash - (em-dash 사용 금지)
  • em-dash heading과 Contents 목차에서만 사용 (예: ## CFD — Computational Fluid Dynamics)

awesome-lint 주의사항

awesome-lint는 README.md에 엄격한 규칙을 적용한다. 비자명한 제약:

  • 리스트 항목은 반드시 - [Name](url) 형식으로 시작해야 함 (name은 대문자 시작)
  • 항목 설명의 구분자 -는 ASCII hyphen만 허용 (em-dash / en-dash 사용 시 lint 실패)
  • 설명은 대문자로 시작해야 함 (숫자 시작 시 lint가 dash 구분자를 인식 못함)
  • ## License 섹션 heading 금지 — CC0 배지만 heading 없이 배치
  • 중복 링크 허용되지만 <!--lint disable double-link--> 주석 필요 (파일 상단에 이미 설정됨)
  • Contents 섹션의 링크 텍스트와 실제 heading이 정확히 일치해야 함
  • <!--lint disable awesome-heading awesome-github awesome-toc double-link--> — 파일 상단의 이 주석을 제거하지 말 것

Categories (13)

  1. MCP Servers — AI-native tool interfaces
  2. CFD — Computational Fluid Dynamics
  3. FEA — Finite Element Analysis
  4. SPH — Smoothed Particle Hydrodynamics
  5. Visualization & Post-processing
  6. CAD & Geometry
  7. Mesh Generation
  8. AI/ML for Simulation
  9. Surrogate Models & PINNs
  10. Optimization
  11. Data Formats & I/O
  12. Datasets & Benchmarks
  13. Learning Resources

새 카테고리 추가 시 최소 3개 항목 필요.

Maintenance Rules

Read the full file on GitHub · 84 lines

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. 10d ago First seen · 84 lines · 925 tokens per session scan A c2cd70175d86

Subscribe to this mod's changes

awesome-ai-cae CLAUDE.md is an instructions file published in the GitHub repository kimimgo/awesome-ai-cae (51 stars, last pushed 2d ago), licensed CC0-1.0. It adds 925 tokens to every session, about $0.0046 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.

Related

Other instructions, from other repositories