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nemoclaw-contributor-onboard

Set up, repair, or check a NemoClaw contributor checkout. Also handles requested development CLI exposure, runtime onboarding, and pinned-agent launch.

Quality

85%

Does it follow best practices?

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SecuritybySnyk

Passed

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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.

The body is a strongly actionable, well-sequenced onboarding runbook with exact commands and an explicit doctor-based validation loop. Its main weaknesses are mild redundancy in authorization phrasing and inline procedural density that could be partly offloaded to reference files.

Suggestions

State the authorization rule once in "Handle User-Controlled Changes" and reference it from "Route by Intent" instead of repeating "after explicit approval" per bullet.

Move the detailed trust/diff-review procedure (steps 3-4 of "Establish Trust First") into a reference file and keep a one-line pointer, keeping SKILL.md at overview altitude.

Deduplicate the gateway/sandbox prohibition in "Route by Intent" ("must not create a gateway or sandbox or expose a host-visible `nemoclaw` command") with the runtime-onboarding section's guidance.

DimensionReasoningScore

Conciseness

Dense prescriptive directives with no explanations of concepts Claude already knows, but authorization phrasing repeats across sections ("after explicit approval", "Use authorization already supplied...", "Ask only when it is missing") and could be consolidated. Not 5: that redundancy is trimmable; not 3: the repetition is minor policy reiteration, not padded explanation.

4 / 5

Actionability

Exact copy-paste commands cover every mode: `./scripts/dev-setup.sh --doctor [--json]`, `--repair`, `--expose-cli`, `--with-runtime`, `gh auth login -h github.com`, `npm run dev:doctor`, and `npm run agent`, including argument-passing details ("Pass user-supplied Pi arguments after `--`"). Not 4: the concrete commands cover all common cases with no gaps.

5 / 5

Workflow Clarity

Clear sequence (trust first → route by intent → remediation → runtime → agent → hand off) with an explicit validate-remediate-revalidate loop: "run the doctor first. If readiness fails, report the remediation and obtain authorization", "rerun `npm run dev:doctor`... after an approved remediation", and termination only when "every contributor-readiness check passes". Not 4: no validation checkpoints are missing.

5 / 5

Progressive Disclosure

Well-organized sections with one clearly signaled one-level-deep reference ("Follow `../_shared/git-github-hard-stop.md`") and named hand-off workflows instead of restated rules, but the ~87-line body inlines the full trust-review and authorization policy that could partly live in a reference file. Not 5: the body exceeds overview scale and carries procedural detail inline; not 3: structure and reference signaling are clear.

4 / 5

Total

18

/

20

Passed

Description

75%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.

The description states capabilities specifically in third person with a distinct niche, but lacks any explicit "Use when..." trigger guidance, which caps completeness and leaves natural trigger synonyms untapped.

Suggestions

Append an explicit trigger clause, e.g., "Use when a contributor asks to set up, diagnose, or repair their NemoClaw checkout, or requests dev CLI exposure, runtime onboarding, or the pinned coding agent."

Add natural synonyms a user would actually say: "doctor" / "readiness check", "dev setup", "onboard".

Replace the bare verb "check" with a sharper action phrase such as "run readiness checks (doctor)" so the diagnostic capability reads as concrete.

DimensionReasoningScore

Specificity

"Set up, repair, or check" plus "CLI exposure, runtime onboarding, and pinned-agent launch" enumerate six concrete, domain-anchored actions that match every mode in the body's Route by Intent section. Not 4: there are no coverage gaps relative to the skill's actual capabilities.

5 / 5

Completeness

The "what" is clear and specific, but there is no "Use when..." clause or equivalent explicit trigger guidance — "requested" only weakly implies opt-in usage, capping completeness at 3 per the judging guidelines. Not 4: "when" is entirely absent, not merely under-specified.

3 / 5

Trigger Term Quality

Terms like "set up", "repair", "contributor checkout", "CLI exposure", and "runtime onboarding" are natural contributor phrasings, but common variations such as "doctor", "dev setup", or "onboard" are absent. Not 5 (synonyms/variations missing); not 3 (coverage is good, not merely partial).

4 / 5

Distinctiveness Conflict Risk

"NemoClaw contributor checkout" plus project-specific triggers ("pinned-agent launch", "runtime onboarding") form a clear niche with minimal overlap against generic setup or onboarding skills. Not 4: no meaningful overlap risk with closely related skills.

5 / 5

Total

17

/

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.

Validation — 16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository

NVIDIA/NemoClaw

Path

.agents/skills/nemoclaw-contributor-onboard/SKILL.md

Reviewed

Table of Contents

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