isaac-simOfficial·25 Agent Skills Included

IsaacSim

Build, simulate, and validate robot training pipelines in Isaac Sim

Guides AI agents through NVIDIA Isaac Sim robotics workflows: URDF/MJCF to USD conversion, physics setup, sensor simulation, ROS 2 bridging, navigation, and synthetic data generation. Eliminates trial-and-error with deprecated APIs, black renders, physics hangs, and broken robot imports through validated recipes and troubleshooting references. Includes remote control, profiling, and validation skills so agents complete simulation tasks correctly on the first pass.

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npx skills add isaac-sim/IsaacSim --all -g -y

Available:

Directs the AI agent to load all SKILL.md files under skills/ at session start and route user requests to the correct robotics simulation skill using the categorized index in skills/SKILLS.md.

All Skills in This Repository (25)

Pure Emerald Level Indicators

📦 In Repo

isaac-sim

validation-diff-gifs

Generate per-camera pixel-difference GIFs comparing validation images to golden references.

isaac-sim-ros2-bridge

Bridge Isaac Sim simulation topics to ROS 2 topics via OmniGraph.

meta-skills

Organize agent skills into parent/child hierarchies using the Meta-Skilling Framework.

profile-isaac-sim

Profile and optimize Isaac Sim performance using benchmark scripts and Tracy profiling.

isaac-sim-remote

Execute Python remotely inside a running Isaac Sim via TCP socket to control stages, prims, cameras, and simulations.

mobility-gen

Generate synthetic sensor datasets for mobile robots via trajectory recording and replay rendering in Isaac Sim.

isaac-sim-troubleshooting

Diagnose and resolve Isaac Sim 6 hangs, freezes, and performance issues on large USD scenes.

urdf-mjcf-to-usd-conversion

Convert URDF and MJCF robot descriptions to USD assets for Isaac Sim and Isaac Lab.

usd-pipeline

Catalog, place, and validate USD assets in Omniverse scenes with bbox offset correction.

data-collection-sim

Generates annotated synthetic training datasets using Isaac Sim Replicator writers and domain randomization.

physics-simulation

Configure physics scenes, rigid bodies, contact materials, and solvers in Isaac Sim.

isaac-sim-robot-navigation

Drives robots through USD scenes at runtime in NVIDIA Isaac Sim using RL policies and physics control.

Official

Advanced

Frequently Asked Questions

FAQPage Schema

How to install IsaacSim skills?▼

Run `npx skills add isaac-sim/IsaacSim --all -g -y` in your terminal to install the full skill suite globally.

What can AI agents do with Isaac Sim skills?▼

Agents can convert URDF/MJCF robots to USD, configure physics and sensors, generate synthetic training data, bridge to ROS 2, and drive a running Isaac Sim remotely over a TCP socket.

How do I fix black renders in headless Isaac Sim?▼

The rendering and validator skills enforce explicit DomeLight and DistantLight setup, ACES tone mapping, and frame-quality checks so headless captures never come out black.

Do these skills work with Claude Code and Cursor?▼

Yes. Skills are authored once under skills/ and loaded natively by Claude Code, Cursor, and Codex through the AGENTS.md and CLAUDE.md pointer files.

Can I generate robot training data without deep Isaac Sim expertise?▼

Yes. Skills like data-collection-sim and mobility-gen provide complete, copy-ready pipelines for annotated RGB, depth, and segmentation datasets with domain randomization.