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nemoclaw-skills-guide

Find the repository skill for a NemoClaw task or browse the skill catalog. Use when skill selection needs help.

Quality

86%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

SKILL.md
Quality
Evals
Security

Quality

Content

88%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 lean, well-organized catalog skill: routing rules are concrete and unambiguous, sections are cleanly split by audience, and nothing pads the token budget. The remaining gaps are minor — no worked routing example and inconsistent linking across catalog entries.

Suggestions

Link every catalog entry to its SKILL.md the way nemoclaw-maintainer-e2e and nemoclaw-maintainer-audit-e2e-assertions are linked, so navigation does not depend on knowing the repository layout convention.

Add one short worked example of the routing decision (e.g., a sample user request -> inferred audience -> selected skill) to make the selection procedure fully concrete.

DimensionReasoningScore

Conciseness

The body contains no explanations of concepts Claude already knows; the intro is two sentences of routing policy ("Choose the skill whose capability matches the task. Use the catalog when selection is unclear; go directly to a known skill otherwise"), and the rest is a dense one-line-per-skill catalog that is the skill's actual payload. The contributor-stages paragraph conveys repo-specific authorization policy Claude could not infer. Every token earns its place.

5 / 5

Actionability

Concrete decision rules are given: go directly to a known skill, use the catalog when selection is unclear, infer the audience from request and repository context, and the three audience tables provide a complete skill-to-capability mapping. Below anchor 5 because there is no worked routing example (e.g., task input -> selected skill) demonstrating the selection procedure end to end.

4 / 5

Workflow Clarity

This is a simple, single-task skill (select the matching skill) and the single action is unambiguous: the direct-vs-catalog decision rule and audience inference are explicitly stated, and the stage-composition paragraph clarifies multi-stage contributor requests. No destructive or batch operations exist, so the validation cap does not apply.

5 / 5

Progressive Disclosure

The catalog index appropriately lives in SKILL.md with the details one level away in each skill's own file, and the two markdown links ([nemoclaw-maintainer-e2e](../nemoclaw-maintainer-e2e/SKILL.md), [nemoclaw-maintainer-audit-e2e-assertions](../nemoclaw-maintainer-audit-e2e-assertions/SKILL.md)) are clearly signaled and exactly one level deep. Below anchor 5 because only 2 of ~27 catalog entries are linked while the rest are bare backtick names, leaving navigation for the majority to convention rather than explicit paths.

4 / 5

Total

18

/

20

Passed

Description

78%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 description with a clear what, an explicit 'Use when' clause, natural trigger terms, and a well-isolated routing niche. The main gap is that the when-clause is generic rather than enumerating concrete trigger phrases, and it lists only two actions (albeit the complete set for a router).

DimensionReasoningScore

Specificity

"Find the repository skill for a NemoClaw task" and "browse the skill catalog" are two concrete, specific actions that fully cover a routing skill's capability set. This sits above anchor 3 ('1-2 concrete actions, but not comprehensive') because the two actions are the complete scope, but below anchor 5, which expects several (3+) listed actions.

4 / 5

Completeness

Both parts are present: a clear what ("Find the repository skill for a NemoClaw task or browse the skill catalog") and an explicit when ("Use when skill selection needs help"). Below anchor 5 because the when-clause is a single general condition rather than concrete trigger phrases (e.g., 'when the user asks which skill to use or is unsure what to pick').

4 / 5

Trigger Term Quality

Contains good natural terms users would say: "repository skill", "skill catalog", "skill selection", "NemoClaw task". Below anchor 5 because common phrasings like "which skill", "choose a skill", or "pick a skill" are absent; above anchor 3, which expects missing common variations with only partial keyword coverage.

4 / 5

Distinctiveness Conflict Risk

A clear niche — NemoClaw skill routing/selection — with a trigger ("Use when skill selection needs help") that will not fire for task-execution skills it catalogs. Conflict risk with sibling skills is minimal: they execute tasks, this one only selects. The imperative voice is consistent and free of first/second-person phrasing, so no voice penalty applies.

5 / 5

Total

17

/

20

Passed

Validation

93%

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

Validation — 15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

relative_links

Relative link issues: 2 suspicious

Warning

Total

15

/

16

Passed

Repository

NVIDIA/NemoClaw

Path

.agents/skills/nemoclaw-skills-guide/SKILL.md

Reviewed

Table of Contents

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