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nemotron-add-model

Onboard a new model family (Nemotron or third-party) into skills/ — paper chunks, recipe summaries, context packs, and model card. Use when a contributor wants downstream skills like /nemotron-customize to be able to route to a new model.

80

Quality

100%

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SecuritybySnyk

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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.

A lean, well-structured procedural skill: terse checklists, concrete file/field guidance, explicit validation with feedback loops, and clean sectioning. No bundle files exist, so progressive disclosure rests on organization, which is strong.

DimensionReasoningScore

Conciseness

Checklist-first, bullet/table dense, and assumes Claude's competence throughout — it never explains concepts Claude already knows; the slight repetition of step.toml/recipes-overview rules is deliberate reinforcement for a fragile task, not padding.

3 / 3

Actionability

Instruction-only but highly actionable: exact paths (skills/nemotron-{model}/...), required frontmatter fields, and per-file content rules give copy-ready concrete guidance, so absence of code is not penalized.

3 / 3

Workflow Clarity

Four phases are strictly sequenced (Orient → Generate → Validate → Summarize) with an explicit validation checklist, a fix→re-check feedback loop, and a 'after two failed validation loops, stop' escalation rule.

3 / 3

Progressive Disclosure

Well-organized into clear sections with one-level-deep, clearly signaled read references (the Orient file list); no nested 2+ level references and no monolithic wall of text, so navigation is easy.

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.

A strong description: third-person, specific actions, and an explicit 'Use when' trigger that clearly scopes when to invoke the skill. No vague fluff or over-claims.

DimensionReasoningScore

Specificity

Names multiple concrete deliverables — 'paper chunks, recipe summaries, context packs, and model card' — plus the registration action, matching the 'lists multiple specific concrete actions' anchor.

3 / 3

Completeness

Answers both 'what' (onboard a model family with the listed artifacts) and 'when' via an explicit 'Use when a contributor wants...' trigger clause, satisfying the top anchor.

3 / 3

Trigger Term Quality

Natural contributor phrasing is present ('Onboard a new model family', 'route to a new model', '/nemotron-customize'), giving good coverage of terms a user would actually say rather than technical jargon.

3 / 3

Distinctiveness Conflict Risk

The niche is narrow and specific (onboarding Nemotron/third-party model families into the plugin skills tree) with distinct triggers, making conflict with unrelated skills unlikely.

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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