Description:

Stage 1 of Clinical ASR Flywheel. Use when bootstrapping a cycle: NVCF+MW disclosure, NVIDIA_API_KEY check, deps install, TTS+ASR smoke test.

This skill is ready for commercial/non-commercial use.

Owner

NVIDIA

License/Terms of Use:

Apache-2.0

Use Case:

Developers and engineers bootstrapping an NVIDIA-hosted clinical ASR evaluation workflow — verifying API access, installing dependencies, and confirming TTS-to-ASR round-trip connectivity before advancing to benchmark generation.

Deployment Geography for Use:

Global

Known Risks and Mitigations:

Risk: Review before execution as proposals could introduce incorrect or misleading guidance into skills. Mitigation: Review and scan skill before deployment.

Reference(s):

Skill Output:

Output Type(s): [Shell commands, Configuration instructions] Output Format: [Markdown with inline bash code blocks] Output Parameters: [1D] Other Properties Related to Output: [None]

Evaluation Tasks:

NVSkills-Eval 3-Tier evaluation (external profile): 9 static-validation checks (Tier 1), 2 deduplication checks (Tier 2). Tier 3 live agent evaluation not available.

Evaluation Metrics Used:

Reported benchmark dimensions:

Security: Checks whether skill-assisted execution avoids unsafe behavior such as secret leakage, destructive commands, or unauthorized access.
Correctness: Checks whether the agent follows the expected workflow and produces the correct final output.
Discoverability: Checks whether the agent loads the skill when relevant and avoids using it when irrelevant.
Effectiveness: Checks whether the agent performs measurably better with the skill than without it.
Efficiency: Checks whether the agent uses fewer tokens and avoids redundant work.

Skill Version(s):

1.1.0 (source: frontmatter)

Ethical Considerations:

NVIDIA believes Trustworthy AI is a shared responsibility and we have established policies and practices to enable development for a wide array of AI applications. When downloaded or used in accordance with our terms of service, developers should work with their internal team to ensure this skill meets requirements for the relevant industry and use case and addresses unforeseen product misuse.

(For Release on NVIDIA Platforms Only) Please report quality, risk, security vulnerabilities or NVIDIA AI Concerns here.

Third-party checks

1 warning3mo3 checks · Risk SAFE

Gen Agent Trust Hub3mo
The skill is a secure environment setup utility for NVIDIA's Clinical ASR flywheel. It manages dependency installation and API connectivity testing with clear disclosures and best-practice secret handling.
Socket3mo
No alerts
Snyk3mo
Risk: MEDIUM · 1 issue

Capability

version: 1.1.0
author: Ben Randoing <brandoing@nvidia.com>
tags: [ "clinical-asr", "setup", "flywheel", "bootstrap" ]

Other metadata

tools: [ "Read", "Write", "Bash", "Skill" ]
compatibility: NVIDIA_API_KEY (required) for hosted Magpie TTS + Parakeet/Nemotron ASR via NVCF. DICTIONARY_API_KEY (optional) for Merriam-Webster pronunciation lookup. NGC_API_KEY (optional) for Stage 4 fine-tune. Python 3.10+.
metadata: { "author": "Ben Randoing <brandoing@nvidia.com>", "tags": [ "clinical-asr", "flywheel", "setup", "bootstrap" ], "team": "healthcare-tme", "domain": "ai-ml", "stage": 1, "next_skill": "digital-health-clinical-asr-build" }

/digital-health-clinical-asr-setup

skill-card.md

Description: <br>

Owner

License/Terms of Use: <br>

Use Case: <br>

Deployment Geography for Use: <br>

Known Risks and Mitigations: <br>

Reference(s): <br>

Skill Output: <br>

Evaluation Tasks: <br>

Evaluation Metrics Used: <br>

Skill Version(s): <br>

Ethical Considerations: <br>

Third-party checks

Provenance

Capability

/digital-health-clinical-asr-setup