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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.

76

Quality

94%

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

96%Weight 40%Scale 1-5

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

A tight, highly actionable operational skill with a clear sequenced workflow, real executable commands, validation checkpoints, and an error-recovery loop. Progressive disclosure is good but the self-contained, no-bundle-file nature leaves it just short of the reference-splitting ideal.

DimensionReasoningScore

Conciseness

Lean and efficient throughout: real bash commands, no padding, and no explaining of concepts Claude already knows (Docker, airgap, packaging); explanatory clauses such as "because the runner bakes those repos into the execution image" are domain-specific rationale that earns their place.

5 / 5

Actionability

Fully executable copy-paste-ready commands (runner.py plan/execute, `nemotron steps run` with real flags, pytest) plus specific YAML keys to edit (workflow.stages, dependencies, step_execution_images, execution_images, launcher_image) and clearly templated placeholders; examples cover the common planning, execute, resume, and airgapped-submission cases.

5 / 5

Workflow Clarity

Clear six-step sequence with explicit validation (plan-first dry-run in step 3, pytest in the Validation section) and an error-recovery feedback loop ("If a build fails midway, keep `airgap-build-state.yaml` and rerun the same command"); the destructive/batch cap does not apply because validation is present.

5 / 5

Progressive Disclosure

Well-organized into Read First, Workflow, Guardrails, and Validation sections with one-level-deep references to repo files clearly signaled in Read First and no nested references; scores below 5 because the skill is self-contained with no actual reference-splitting pattern to evaluate and the body exceeds the 50-line simple-skill exception.

4 / 5

Total

19

/

20

Passed

Description

92%Weight 40%Scale 1-5

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

A strong, specific description that clearly states what the skill does and when to use it, with concrete trigger phrases and a distinct niche. The only mild gap is trigger-term synonym coverage, which is constrained by the specialized domain.

DimensionReasoningScore

Specificity

Lists multiple concrete actions — "Prepare, validate, build, and use Nemotron Customizer airgap image bundles" — plus a Use-when clause enumerating planning, editing, selecting, grouping, baking, resuming, and submitting; coverage is comprehensive rather than just several actions with minor gaps.

5 / 5

Completeness

Explicitly answers both what ("Prepare, validate, build, and use … airgap image bundles for offline clusters") and when ("Use when planning airgapped deployments … or submitting `nemotron steps run` jobs inside an airgapped environment") with concrete trigger phrases.

5 / 5

Trigger Term Quality

Includes natural trigger phrases users would say ("planning airgapped deployments", "editing …airgap.yaml", "submitting `nemotron steps run`") with the offline/airgapped synonym pair and the .yaml extension, but the niche vocabulary leaves a few common variants uncovered, stopping short of fully comprehensive.

4 / 5

Distinctiveness Conflict Risk

Targets a clear niche (Nemotron Customizer airgap bundles for offline clusters) with distinct triggers like airgap.yaml and `nemotron steps run`, yielding minimal overlap risk with other skills; uses third-person voice with no I/you phrasing.

5 / 5

Total

19

/

20

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

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