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cfd-research

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Atualizado6 de maio de 2026 às 23:05

Top-level CFD research entry — alias for cfd-skills/cfd-pipeline (general path). Use when the user gives a CFD research topic and wants the full literature → hypothesis → mesh-gate → experiments → analysis → paper flow. The full self-contained recipe lives in cfd-skills/cfd-pipeline/SKILL.md.

Instalação

Instalar com Codex ou Claude Copie este prompt, cole no Codex, Claude ou outro assistente e deixe que ele revise a página da skill e instale para você.

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csml-rpi

csml-rpi/AI-CFD-Scientist

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Ocupações relacionadasSOC

Baseado na classificação ocupacional SOC

FísicosCiências da Vida, Físicas e Sociais·SOC 19-2012

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2 arquivos

SKILL.md

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name	cfd-research
description	Top-level CFD research entry — alias for cfd-skills/cfd-pipeline (general path). Use when the user gives a CFD research topic and wants the full literature → hypothesis → mesh-gate → experiments → analysis → paper flow. The full self-contained recipe lives in cfd-skills/cfd-pipeline/SKILL.md.
allowed-tools	Bash, Read, Write

cfd-research (alias)

This skill is a thin alias for cfd-skills/cfd-pipeline/SKILL.md. The full self-contained, ARIS/DS-style end-to-end recipe (literature, hypothesis, requirements, mesh-gate, experiments, interpret, analyze, paper) — including all expert prompts embedded verbatim — is documented there.

Why an alias?

Historically, skills/ housed the router + research/code-mod/mesh-independence skills. cfd-skills/ was added later as the per-stage recipe layer.
After the Nov 2026 ARIS/DS-style refactor, the full recipes live under cfd-skills/. This file remains so existing routing in CLAUDE.md and external agent configurations keep working.

Use this skill if you came here via:

The CLAUDE.md "study/sensitivity/turbulence/backward step/channel/experiment/run" routing line.
An external agent config that was set up before the refactor.

Do this

Open cfd-skills/cfd-pipeline/SKILL.md and follow the general path chain (Steps 1–13).
For each sub-stage, follow the corresponding cfd-skills/cfd-<stage>/SKILL.md (each is fully self-contained with its expert prompts embedded).

Behavioral contracts preserved here

Mandatory mesh-independence gate before any experiment sweep — see cfd-skills/cfd-mesh-gate/SKILL.md.
Foam-Agent runtime for case execution — see skills/cfd-foamagent-runtime/SKILL.md (still the canonical Foam-Agent execution contract).
CFL-aware retry policy for slow/failing runs — see cfd-skills/cfd-experiment/SKILL.md.
Long-run policy (multi-hour OK; no premature timeout) — applies everywhere.
Expert prompts from prompts/prompts.yaml are embedded verbatim in every relevant cfd-skills/cfd-<stage>/SKILL.md. The YAML remains the authoritative source.

Migration note

If you have agent code that previously invoked /cfd-research, replace it with /cfd-pipeline for new work; both work identically today, but new development happens under cfd-skills/.

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Convert literature + topic into a list of testable, FoamAgent-executable CFD hypotheses. Self-contained — embeds the HypothesisAgent system + user prompts verbatim from prompts/prompts.yaml. Outputs hypotheses.json. Use after cfd-literature in the general pipeline.

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name	cfd-research
description	Top-level CFD research entry — alias for cfd-skills/cfd-pipeline (general path). Use when the user gives a CFD research topic and wants the full literature → hypothesis → mesh-gate → experiments → analysis → paper flow. The full self-contained recipe lives in cfd-skills/cfd-pipeline/SKILL.md.
allowed-tools	Bash, Read, Write

cfd-research (alias)

Why an alias?

Historically, skills/ housed the router + research/code-mod/mesh-independence skills. cfd-skills/ was added later as the per-stage recipe layer.
After the Nov 2026 ARIS/DS-style refactor, the full recipes live under cfd-skills/. This file remains so existing routing in CLAUDE.md and external agent configurations keep working.

Use this skill if you came here via:

The CLAUDE.md "study/sensitivity/turbulence/backward step/channel/experiment/run" routing line.
An external agent config that was set up before the refactor.

Do this

Open cfd-skills/cfd-pipeline/SKILL.md and follow the general path chain (Steps 1–13).
For each sub-stage, follow the corresponding cfd-skills/cfd-<stage>/SKILL.md (each is fully self-contained with its expert prompts embedded).

Behavioral contracts preserved here

Mandatory mesh-independence gate before any experiment sweep — see cfd-skills/cfd-mesh-gate/SKILL.md.
Foam-Agent runtime for case execution — see skills/cfd-foamagent-runtime/SKILL.md (still the canonical Foam-Agent execution contract).
CFL-aware retry policy for slow/failing runs — see cfd-skills/cfd-experiment/SKILL.md.
Long-run policy (multi-hour OK; no premature timeout) — applies everywhere.
Expert prompts from prompts/prompts.yaml are embedded verbatim in every relevant cfd-skills/cfd-<stage>/SKILL.md. The YAML remains the authoritative source.

Migration note

If you have agent code that previously invoked /cfd-research, replace it with /cfd-pipeline for new work; both work identically today, but new development happens under cfd-skills/.