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cfd-analyze

cfd-analyze is a skill for Claude Code, Codex from csml-rpi/AI-CFD-Scientist. It costs 128 tokens per session (4,626 once invoked), scanned C, original, no licence file.

A skill for analyzing text and JSON results from multiple computational fluid dynamics cases. It gathers cases marked suitable to continue, calculates quantities of interest, and records trends and relationships.

In plain words
What is it for?
Use it to create measurement tables, find trends and correlations, and produce an analysis.json file for downstream work.
Why use it?
It turns approved case outputs into structured results that later parts of the workflow can use.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing.

not rated 60repo +2 16d ago C scan 128 tokens no licence

Good fit Use it to create measurement tables, find trends and correlations, and produce an analysis.json file for downstream work.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/csml-rpi/ai-cfd-scientist/cfd-analyze
View source ↗ csml-rpi/AI-CFD-Scientist
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.

Any agent
npx skills add csml-rpi/AI-CFD-Scientist --skill cfd-analyze
Clone the repo
git clone --depth 1 https://github.com/csml-rpi/AI-CFD-Scientist

Made for: Claude Code, Codex.

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 cfd-analyze

README.md
[![agentmods](https://agentmods.dev/badge/skills/csml-rpi/ai-cfd-scientist/cfd-analyze/github.svg)](https://agentmods.dev/skills/csml-rpi/ai-cfd-scientist/cfd-analyze)
Your own site
<a href="https://agentmods.dev/skills/csml-rpi/ai-cfd-scientist/cfd-analyze"><img src="https://agentmods.dev/badge/skills/csml-rpi/ai-cfd-scientist/cfd-analyze/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 cfd-analyze

Your own site · 80×15
<a href="https://agentmods.dev/skills/csml-rpi/ai-cfd-scientist/cfd-analyze"><img src="https://agentmods.dev/badge/skills/csml-rpi/ai-cfd-scientist/cfd-analyze.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 128 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 4,626 The whole file, excluding the scripts and references it only reads on demand.
Security scan C 1 finding. 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 $0.00128 $0.04626
Opus 5.5 $0.00051 $0.01850
Sonnet 5.5 $0.00026 $0.00925
Haiku 4.5 $0.00013 $0.00463

Measured 2mo ago against content hash b472398cb7d1, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade C, and why

cfd-analyze scanned grade C with 1 finding 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.

Recursive force deletehighDestructive command

rm -rf with a variable or a broad path is one typo away from removing the wrong tree.

rm -rf <OUT_DIR>/paper_figs
cfd-skills/cfd-analyze/SKILL.md · 301 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 · 301 lines · 128 tokens per session scan C b472398cb7d1

Subscribe to this mod's changes

cfd-analyze is a skill published in the GitHub repository csml-rpi/AI-CFD-Scientist (60 stars, last pushed 16d ago), with no licence file. It adds 128 tokens to every session and 4,626 once invoked, about $0.0005 per session on Opus 5.5. A static security scan graded it C with 1 finding (recursive force delete). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Analytics and metricsScientific
Related

cfd-analyze compared with skills from other repositories

cfd-analyze next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
cfd-analyzecsml-rpi/AI-CFD-ScientistSkill6016d agononeC128Claude Code, Codex
instrument-data-to-allotropeanthropics/knowledge-work-pluginsSkill35k2d agoApache-2.0A123Claude Code
exploratory-data-analysisK-Dense-AI/scientific-agent-skillsSkill56k4d agoMITA83Claude Code
matlabK-Dense-AI/scientific-agent-skillsSkill56k4d agoMITA44Claude Code
phylogeneticsK-Dense-AI/scientific-agent-skillsSkill56k4d agoMITA71Claude Code, Codex
research-engineerdavila7/claude-code-templatesSkill33kyesterdayMITA43Claude Code, Codex
mapping-to-snomedmaziyarpanahi/openmedSkill5.8kyesterdayApache-2.0A205Claude Code