aerodynamicist

aerodynamicist is a plugin for Claude Code from K-Dense-AI/scientific-agents. Its manifest loads nothing; the 1 agent it bundles cost 56 tokens per session together, scanned A, original, MIT.

An expert guide to airflow around aircraft, rotors, and high-performance vehicles, covering lift, drag, boundary layers, stalls, wind-tunnel testing, and external-flow simulations.

In plain words
What is it for?
Use it to study airfoil pressure and performance, match test conditions, classify stalls, correct wind-tunnel blockage and wall effects, and select or interpret RANS and LES simulations.
Why use it?
It helps diagnose separation and test distortions while keeping aerodynamic analysis focused on airflow physics rather than general mechanical design.

Plugin for Claude Code

Written for Claude Code: a Claude Code plugin manifest.

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Claude Code
/plugin marketplace add K-Dense-AI/scientific-agents
agentmods
npx agentmods add plugins/k-dense-ai/scientific-agents/aerodynamicist
Clone the repo
git clone --depth 1 https://github.com/K-Dense-AI/scientific-agents

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 aerodynamicist

README.md
[![agentmods](https://agentmods.dev/badge/plugins/k-dense-ai/scientific-agents/aerodynamicist.svg)](https://agentmods.dev/plugins/k-dense-ai/scientific-agents/aerodynamicist)
Your own site
<a href="https://agentmods.dev/plugins/k-dense-ai/scientific-agents/aerodynamicist"><img src="https://agentmods.dev/badge/plugins/k-dense-ai/scientific-agents/aerodynamicist.svg" alt="Measured on agentmods" height="20"></a>
Per session not measured What this adds to a session before it is invoked.
When invoked not measured The manifest loads nothing itself; its 1 agent cost 56 tokens a session between them.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Security

Grade A, and why

aerodynamicist 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 6d 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.

scientific-agents/aerodynamicist/.claude-plugin/plugin.json · 17 lines

What it actually says

{
  "name": "aerodynamicist",
  "version": "1.0.0",
  "description": "Reasons from circulation, Cp distributions, and boundary-layer physics through Re/Mach similitude, NACA airfoil polars, stall classification, wind-tunnel blockage/wall corrections, and SA/SST/LES external-aero CFD—not generic mechanical engineering.",
  "author": {
    "name": "K-Dense-AI",
    "url": "https://github.com/K-Dense-AI"
  },
  "homepage": "https://github.com/K-Dense-AI/scientific-agents",
  "keywords": [
    "science",
    "agents-md",
    "expert-profile",
    "aerodynamicist"
  ]
}
Contents

What it installs

The manifest is a name and a version. 1 agent travel with it, and installing the plugin installs all of them — 56 tokens a session between them. Each is measured on its own page, and each can be installed alone.

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. 6d ago First seen · 17 lines scan A e2aaeeb90eb7

Subscribe to this mod's changes

aerodynamicist is a plugin published in the GitHub repository K-Dense-AI/scientific-agents (162 stars, last pushed 18d ago), licensed MIT. Its token cost is not measured: this kind of file is read by the harness, not the model. 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.