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nemotron-customizer-airgap

Prepare, validate, build, and use Nemotron Customizer airgap image bundles for offline clusters. Use when planning airgapped deployments, editing deploy/nemotron-customizer/airgap/airgap.yaml, selecting workflow targets, grouping step execution images, baking repo overlays or wheel additions, resuming airgap runner builds, or submitting `nemotron steps run` jobs inside an airgapped environment.

80

Quality

100%

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

100%

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

The body is dense, executable, and well-structured: a sequenced workflow with validation checkpoints and a build-resume loop, concrete CLI examples, and clear guardrails. It avoids concept re-education and organizes content into appropriately scoped sections.

DimensionReasoningScore

Conciseness

The body is lean and assumes Claude's competence — it points to specific repo paths and gives exact commands without re-explaining airgapping, Docker, or library basics — matching score-3; only minor tightening opportunities exist (e.g. the input-gathering sub-bullets), keeping it above score-2.

3 / 3

Actionability

Provides fully executable, copy-paste-ready commands (`uv run nemotron steps show <step_id> --json`, runner invocations with `--config`/`--execute`, `nemotron steps run` with concrete flags) and names exact config keys and file paths, matching the score-3 anchor.

3 / 3

Workflow Clarity

A clear 6-step sequence with an explicit resume/recovery loop ('If a build fails midway, keep airgap-build-state.yaml and rerun'), gated destructive actions, and a Validation section with pytest and smoke commands satisfies the validation-checkpoint and feedback-loop requirements, matching score-3 rather than being capped at 2.

3 / 3

Progressive Disclosure

No bundle files exist (references/scripts/assets absent), and the body is a well-organized overview with clearly signaled one-level-deep pointers to checked-in repo files; per the rubric's scoring note, a well-organized skill with no external bundle references scores 3.

3 / 3

Total

12

/

12

Passed

Description

100%

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

The description is concise, action-oriented, and includes an explicit multi-trigger 'Use when ...' clause that clearly demarcates the skill's niche. It scores at the top of every dimension with no over-claims or fluff.

DimensionReasoningScore

Specificity

Enumerates multiple concrete actions — 'Prepare, validate, build, and use Nemotron Customizer airgap image bundles' — matching the score-3 anchor for listing several specific concrete actions; not merely naming a domain.

3 / 3

Completeness

Explicitly answers both 'what' (prepare/validate/build/use airgap bundles for offline clusters) and 'when' via an explicit 'Use when ...' clause with multiple triggers, matching the score-3 anchor; the missing-trigger cap at 2 does not apply.

3 / 3

Trigger Term Quality

The 'Use when ... planning airgapped deployments, editing .../airgap.yaml, ... submitting `nemotron steps run` jobs' clause gives natural, niche-appropriate trigger terms an operator would actually say, matching score-3 coverage.

3 / 3

Distinctiveness Conflict Risk

A highly specific niche — Nemotron Customizer airgap bundles, offline clusters, a named YAML path and CLI — gives a clear, distinct trigger surface unlikely to conflict with other skills, matching score-3.

3 / 3

Total

12

/

12

Passed

Validation

100%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
NVIDIA-NeMo/Nemotron
Reviewed

Table of Contents

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