Calibrate Sample Dataset

Calibrate Sample Dataset is a Quality skill for Claude Code, published by NVIDIA in skills.

3K stars345 forkson NVIDIA/skillsAdded 2026/08/17+3% in starsRepository updated 2026/08/17

agent-skillsagentic-aiai-agentsclaude-codecodexcoding-agentscudadeveloper-toolsllmomniversephysical-airagroboticssimulation

Install in seconds

Install Calibrate Sample Dataset

Copy Calibrate Sample Dataset into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/NVIDIA/skills/tree/main/skills/amc-run-sample-calibration ~/.claude/skills/amc-run-sample-calibration

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/NVIDIA/skills.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: skills/amc-run-sample-calibration/SKILL.md in NVIDIA/skills
Installs to: ~/.claude/skills/amc-run-sample-calibration
Collection: One of 25 skills cataloged from this repository
Category: Quality — 1354 skills

What Calibrate Sample Dataset does

Calibrate Sample Dataset runs end-to-end calibration on the bundled sample dataset against a running AutoMagicCalib (AMC) microservice to verify a fresh AMC stack. Use it when the user asks to test the sample dataset, run sample calibration, or verify the AMC install.

Calibrate Sample Dataset is cataloged under Quality on DirSkills. Calibrate Sample Dataset comes from a repository tagged agent-skills, agentic-ai, ai-agents, claude-code and codex.

Documentation

README

Excerpt

Skill: Calibrate Sample Dataset

When to Use This Skill

Activate this skill when the user wants to sanity-check a running AMC stack with the bundled sample dataset. Typical prompts:

"test the sample dataset" / "run sample calibration"
"verify AMC install"
"launch and test" (chain with amc-setup-calibration-stack if the MS isn't already running)

Do NOT use this skill when:

The user references their own video paths (e.g. /data/videos/, cam_*.mp4 not from the bundled zip) — route to amc-run-video-calibration.
The user provides live RTSP streams or rtsp://... URLs — route to amc-run-rtsp-calibration.
This skill is exclusively for assets/sdg_08_2_sample_data_010926.zip.

This is the opening of the README. Read the full README on GitHub.

Frequently asked about Calibrate Sample Dataset

What else does NVIDIA publish alongside Calibrate Sample Dataset?
Calibrate Sample Dataset is one of 25 skills that DirSkills catalogs from NVIDIA/skills, the repository it ships in. Its siblings there include AIQ Deploy, AIQ Research and AMC RTSP Calibration. Each one is a separate skill with its own page in this directory, installs the same way Calibrate Sample Dataset does, and is maintained by NVIDIA in that same repository. The rest of the collection is listed on the NVIDIA/skills page.
How does Calibrate Sample Dataset compare to other Quality skills?
Calibrate Sample Dataset ranks #451 by stars among the 1354 Quality skills in this catalog. The most-starred ones next to it are Benchmark, Benchmark Optimization Loop and API Design Patterns. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Calibrate Sample Dataset against them. Open each page to compare what they document and how they install.