Customize an RTDT workflow, AppState schema, USD stage, frontend control, or Kit-CAE 3.0 geometry/result wiring.

Custom licenceAuto-check passedFrontend & Design

Install Rtdt Customize

skills CLI
$ npx skills add NVIDIA-Omniverse-blueprints/digital-twins-for-fluid-simulation --skill rtdt-customize -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install NVIDIA-Omniverse-blueprints/digital-twins-for-fluid-simulation rtdt-customize --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/NVIDIA-Omniverse-blueprints/digital-twins-for-fluid-simulation.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/core/rtdt-customize .claude/skills/rtdt-customize && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
rtdt-customize
GitHub stars
140
Token cost
~1.2k tokens
SKILL.md length
499 words
Files
4 (incl. references)
Skills in repo
3
Repo updated
First seen
Licence
Custom licence

At a glance

Customize an RTDT workflow, AppState schema, USD stage, frontend control, or Kit-CAE 3.0 geometry/result wiring.

  • Works in 8 steps: Read the current schema, workflow.toml,… → Add or update the AppState attribute.… → Add or update [controls.]. Keep the… → …
  • Changing controls
  • SKILL.md covers Classify the change, Authoring loop, Bring-your-own geometry and Output-field checklist, plus 1 more section
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Rtdt Customize is an agent skill from NVIDIA-Omniverse-blueprints/digital-twins-for-fluid-simulation. Customize an RTDT workflow, AppState schema, USD stage, frontend control, or Kit-CAE 3.0 geometry/result wiring. Use when adding or changing controls, variants, bindings, output fields, visualization selections, or bring-your-own geometry. Read rtdt-core first; use rtdt-aero as the specialization-specific companion for the shipped wind tunnel.

Its SKILL.md is about 1.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including reference files (for example `references/geometry-and-inference.md`, `references/manifest-reference.md` and `references/schema-regeneration.md`).

It sits in Frontend & Design. The repository describes itself as: Reference implementation of real-time AI Physics in an interactive visualization and analysis workflow, applied to CFD and aerodynamics.

When your agent uses it

  • Changing controls
  • Visualization selections
  • Bring-your-own geometry

Example prompts

  • “/rtdt-customize”

Workflow steps

8 steps, taken from the first numbered list in SKILL.md.

  1. Read the current schema, workflow.toml, stage, and frontend together.
  2. Add or update the AppState attribute. Preserve its USD type, allowedTokens, and authored default;
  3. Add or update [controls.]. Keep the control ID equal to the schema attribute short key.
  4. Author only binding kinds implemented by the controller. Use
  5. Author the stage-side target: variant set, attribute, relationship, material, callback write, or
  6. For a visible control, update trame-app/app.py. The current UI does not generate widgets from
  7. Validate the manifest/schema. Add a composed stage when checking targets, variants, outputs, or
  8. Run the smallest relevant unit/static checks, then use the appropriate Compose profile for

What it can do on your machine

Read from SKILL.md and the folder at commit 6261054. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are bash).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Rtdt Customize loads about 1.2k tokens when it runs, and up to ~5.2k if it reads all its reference files. Until then it costs about 90 tokens; SKILL.md has 499 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~90
When it runs · the whole SKILL.md, loaded when a task matches
~1.2k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~5.2k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 499 words (~1,244 tokens).

“Read rtdt-core before using this skill. Most workflow changes span four surfaces: typed AppState schema, workflow manifest, USD stage, and the hand-built Trame frontend. Changing only one surface is usually incomplete.”

— opening of SKILL.md by NVIDIA-Omniverse-blueprints, Custom licence
name
rtdt-customize

Read the full SKILL.md on GitHub

Files

SKILL.md and 3 other files (references) in skills/core/rtdt-customize of NVIDIA-Omniverse-blueprints/digital-twins-for-fluid-simulation.

  • SKILL.md
  • references/geometry-and-inference.md
  • references/manifest-reference.md
  • references/schema-regeneration.md

Open the folder on GitHubat commit 6261054

Compare with similar skills

Rtdt Customize next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Rtdt Customize compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Rtdt Customize this skillNVIDIA-Omniverse-blueprints/digital-twins-for-fluid-simulation140—~1.2kAutomated safety check: PassCustom licence
Web Artifacts Builderanthropics/skills180k40 repos~769Automated safety check: PassApache-2.0
React Doctormakeplane/plane61k12 repos~657Automated safety check: PassAGPL-3.0
Impeccablebestofjs/bestofjs3.1k26 repos~2.6kAutomated safety check: PassMIT
Figma Design System Builderwarpdotdev/warp65k2 repos~4.4kAutomated safety check: PassAGPL-3.0
Web Interface Guidelines Reviewervercel-labs/openreview1.7k97 repos~308Automated safety check: PassNone

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More from NVIDIA-Omniverse-blueprints/digital-twins-for-fluid-simulation

  • Rtdt Core

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    Shared foundation for Real-Time Digital Twins (RTDT) work. An agent skill from NVIDIA-Omniverse-blueprints/digital-twins-for-fluid-simulation.

    140 GitHub stars~1.7k tokensUpdated 21 days ago
    Auto-check: notes
  • Rtdt Aero

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    Apply RTDT customization specifically to the shipped auto-aero virtual wind tunnel.

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Questions about Rtdt Customize

What does Rtdt Customize do?

Customize an RTDT workflow, AppState schema, USD stage, frontend control, or Kit-CAE 3.0 geometry/result wiring. Rtdt Customize is an agent skill from NVIDIA-Omniverse-blueprints/digital-twins-for-fluid-simulation.0 geometry/result wiring.

When should I use Rtdt Customize?

Rtdt Customize fits situations like: changing controls; visualization selections; bring-your-own geometry.

How do I install Rtdt Customize in Claude Code?

Run `npx skills add NVIDIA-Omniverse-blueprints/digital-twins-for-fluid-simulation --skill rtdt-customize -a claude-code`. Or copy the skill folder (skills/core/rtdt-customize in NVIDIA-Omniverse-blueprints/digital-twins-for-fluid-simulation) into .claude/skills/rtdt-customize in your project. Claude Code loads it when a task matches its description.

How do I install Rtdt Customize in Codex?

Run `npx skills add NVIDIA-Omniverse-blueprints/digital-twins-for-fluid-simulation --skill rtdt-customize -a codex`. Or copy the skill folder (skills/core/rtdt-customize in NVIDIA-Omniverse-blueprints/digital-twins-for-fluid-simulation) into .agents/skills/rtdt-customize in your project. Codex loads it when a task matches its description.

Can I use Rtdt Customize in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add NVIDIA-Omniverse-blueprints/digital-twins-for-fluid-simulation --skill rtdt-customize -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/rtdt-customize, .gemini/skills/rtdt-customize, .github/skills/rtdt-customize and .opencode/skills/rtdt-customize in your project.

What does Rtdt Customize need to run?

SKILL.md names no scripts, command-line tools or credentials: Rtdt Customize is instructions for the agent only.

Does Rtdt Customize access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Rtdt Customize safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Rtdt Customize use?

Rtdt Customize has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Rtdt Customize use?

About 1.2k tokens (SKILL.md is roughly 5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 3.9k tokens, read only when the agent opens those files.

What are the alternatives to Rtdt Customize?

Skills that share tags, products or a category with Rtdt Customize: Web Artifacts Builder (anthropics/skills, 180k stars), React Doctor (makeplane/plane, 61k stars), Impeccable (bestofjs/bestofjs, 3.1k stars) and Figma Design System Builder (warpdotdev/warp, 65k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Rtdt Customize?

NVIDIA-Omniverse-blueprints (a GitHub organization) maintains it in NVIDIA-Omniverse-blueprints/digital-twins-for-fluid-simulation, which has 140 GitHub stars. The repository holds 3 skills in this directory. The repository was last updated on September 19, 2026.

Source: NVIDIA-Omniverse-blueprints/digital-twins-for-fluid-simulation on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.