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NVIDIA Skill Finder | DecimalAI

agent toolingby nvidia

NVIDIA Skill Finder

nvidia/nvidia-skill-finder

Source nvidia/skills ↗License Apache-2.0

Use for NVIDIA-related requests where an NVIDIA skill might help, even if the user did not ask for a skill. Trigger on NVIDIA products, hardware, software, SDKs, GPUs, Jetson/JetPack/L4T/BSP/SDK Manager/driver/flashing/setup, CUDA, NIM, NeMo, Omniverse/OpenUSD/SimReady, RAPIDS/cuDF, cuPyNumeric, cuOpt, Dynamo, Holoscan, TensorRT, DeepStream, VSS, TAO, NGC/NVCF.

SkillScore70Maintained

Automatic

AI Engineer pack

Last verified 8/12/2026

What it changes

Passed 15 of 21 test cases with the skill, and 6 of 21 without it.

Without skill30%

With skill70%

Checks it passed that the model alone missed

The recommendation command includes the --agent codex flag.
The recommendation command includes the --agent claude-code flag.
The recommended installation command includes the --agent windsurf flag.

and 7 more in the full report

9 fixed7 passed either way7 still failing0 broke

Pass-rate lift: +39 pp
Tokens: +72%
Agent turns: 0%
Response time: -23%

Model gemini-3.6-flashMeasured 8/12/2026v116 of 23 cases passed with skill · 21 comparable

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/nvidia-nvidia-skill-finder/SKILL.md https://app.decimal.ai/s/nvidia-nvidia-skill-finder/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add nvidia-nvidia-skill-finder, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/nvidia-nvidia-skill-finder/ and pins it in .decimal/skills.lock

decimalai skills add nvidia-nvidia-skill-finder

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/nvidia-nvidia-skill-finder/SKILL.md https://app.decimal.ai/s/nvidia-nvidia-skill-finder/SKILL.md

Raw file: /s/nvidia-nvidia-skill-finder/SKILL.md ↗ · machine-readable summary at /s/nvidia-nvidia-skill-finder.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 9 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 9

Prompt

Check the NVIDIA catalog for DeepStream video analytics capabilities. When presenting a candidate skill recommendation, what four specific information elements must be included?

What was checked, without and with the skill
Checked	Without skill	With skill
The response states that skill recommendations must contain skill name, justification, install command, and initial prompt.	Missed	Passed

case-19 · gemini-3.6-flash · 8/12/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md163 lines2 files

NVIDIA Skill Finder

Purpose

Help users discover, install, and start using NVIDIA skills that may not be installed yet. Treat this skill as a stable NVIDIA capability detector and catalog router, not as a mirror of every external skill's trigger text.

Use the live catalog as the source of truth for specific skill names, descriptions, and availability. Keep only stable taxonomy guidance here.

When to Use this Skill

Use this skill to find the best NVIDIA skill for a product, task, or workflow. The user does not need to explicitly ask for a skill. If the request is about NVIDIA hardware, software, SDKs, drivers, setup, troubleshooting, or an NVIDIA-adjacent workflow, check whether the live catalog has a skill that could help before proceeding too far with general guidance.

Typical triggers:

Asks "how do I do X" where X might be a common task that an NVIDIA skill can help with.
Says "find a skill for X" or "is there a skill for X".
Expresses interest in extending agent capabilities in NVIDIA domains.
Mentions they need help with a specific NVIDIA catalog domain covered below.
Asks about installing, configuring, troubleshooting, or using an NVIDIA product, device, SDK, or service.

Continue with this skill only when the request is plausibly related to an NVIDIA product area or taxonomy category.

Strong signals:

The user mentions NVIDIA, CUDA, GPU acceleration, NIM, NeMo, Omniverse, OpenUSD, SimReady, cuOpt, RAPIDS/cuDF, cuPyNumeric, Dynamo, Holoscan, TensorRT, VSS, DeepStream, Jetson, JetPack, L4T, BSP, SDK Manager, TAO, NGC, NVCF, or another NVIDIA product.
The task maps strongly to an NVIDIA catalog lane such as Agentic AI, Physical AI, Robotics, Vision AI, Conversational AI, Simulation and Modeling, Data Science, Training AI, Inference AI, Decision Optimization, GPU Development, Quantum Computing, Infrastructure, or Networking.
The task uses distinctive phrases such as RAG/deep research, vehicle routing,

Track record

Benchmark

15 / 21

test cases passed, vs 6 / 21 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

nvidia / skills

skills/nvidia-skill-finder/SKILL.md

View on GitHub ↗

License CC-BY-4.0 AND Apache-2.0Imported 8/3/2026Version v1Bundled 1 file

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

NVIDIA Skill Finder

Purpose

When to Use this Skill

Track record

Benchmark

Adoption

SkillSafety

Source

Related skills