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nemoclaw-skills-guide

Find the right NemoClaw skill for a task using a catalog organized for users, maintainers, and contributors. Understand which skill handles documentation, setup, implementation, reviews, or releases, and choose an appropriate starting point.

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

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Good for

  • Finding a skill that matches a NemoClaw task
  • Browsing skills by user, maintainer, or contributor role
  • Choosing skills for setup, implementation, and pull request publication

Files included (2)

  • SKILL.md6.0 KB
  • evals/evals.json2.9 KB

SKILL.md (original)

Review the instructions the agent will receive before you install.

<!-- SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved. --> <!-- SPDX-License-Identifier: Apache-2.0 -->

NemoClaw Skills Guide

Choose the skill whose capability matches the task. Use the catalog when selection is unclear; go directly to a known skill otherwise. Infer the audience from the request and repository context.

Contributor stages compose within one task: setup when needed, planning when requested, implementation for code and tests, and publication when the user requests a PR. A stage boundary does not require renewed authorization for work the user already requested.

Skill Catalog

User Skills

<!-- user-skills-table:begin -->
SkillSummary
nemoclaw-user-guideRoute human users' AI agents to llms.txt and the relevant NemoClaw Markdown docs for installation, configuration, operation, security, and troubleshooting.
<!-- user-skills-table:end -->

Maintainer Skills

SkillSummary
nemoclaw-maintainer-morningMorning standup: triage the backlog, determine the day's target version, label selected items, surface stragglers, and output the daily plan.
nemoclaw-maintainer-triagePropose Issue Type, Project fields, and approved labels for issues and PRs. Apply only changes that the maintainer accepts.
nemoclaw-maintainer-policiesAnswer maintainer workflow questions from the read-only policy references.
nemoclaw-maintainer-cross-issue-sweepFind open issues that a PR can also fix or conflict with. Report file and line evidence.
nemoclaw-maintainer-dayRun one daytime maintainer pass for the release version. Select a merge, salvage, security, test, conflict, or sequencing workflow. Designed for /loop.
nemoclaw-maintainer-eveningComplete the cumulative documentation PR and release entry, show release context, and optionally start tag cutting.
nemoclaw-maintainer-cut-release-tagVerify candidate evidence, record the maintainer's E2E decision, and cut one signed semver tag.
nemoclaw-maintainer-e2eRoute requested local E2E, trusted GitHub dispatch, or read-only release evidence.
nemoclaw-maintainer-audit-e2e-assertionsTriage E2E failures by tracing every assertion and downstream gate before a repair push or rerun.
nemoclaw-maintainer-classify-ci-failureClassify one failed GitHub Actions job from bounded, redacted logs and an optional validated artifact.
nemoclaw-maintainer-analyze-ci-performanceAnalyze retained CLI test timings and base-image publication latency with bounded, read-only GitHub evidence.
nemoclaw-maintainer-analyze-pr-value-streamMeasure one PR from its earliest observable branch push through merge, separate approval delay from automation time, and compare the latest revision with a target.
nemoclaw-maintainer-runtime-providerImplement or review one managed runtime provider through the bundle API, qualification-backed activation, provider-neutral orchestration, and exact-commit E2E qualification.
nemoclaw-maintainer-fix-e2e-failuresContinuously fix automatic main E2E failures by root cause, coordinate peer approvals, merge eligible PRs, and monitor new results.
nemoclaw-maintainer-validate-launchableRun advisory validation of the staging Brev Launchable deployment, image and runtime identity, preinstalled user journey, inference, and cleanup.
nemoclaw-maintainer-release-notesDraft the post-tag Announcement from live tag/compare data, with the three-paragraph narrative, categorized change list, and external-only contributor thanks.
nemoclaw-maintainer-find-review-prFind open security PRs with Urgent or High Project Priority. Link each PR to its issue and identify competing PRs.
nemoclaw-maintainer-pr-comparatorCompare open PRs for the same issue. Apply gates and score the eligible PRs before you recommend one to merge.
nemoclaw-maintainer-normalize-title-tagsPreview and remove bracketed NemoClaw title tags from issues and PRs case-insensitively, even when the tag appears later in the title.
nemoclaw-maintainer-refactor-docsSplit oversized Fern docs into focused topics with journey-based navigation, canonical ownership, route-safe redirects, variant checks, and deduplication.
nemoclaw-maintainer-security-code-reviewReview PR or issue changes in nine security categories. Report PASS, WARNING, or FAIL for each category.
nemoclaw-maintainer-verify-staleVerify whether old issues with native Issue Type Bug still reproduce on latest. Reuses or provisions a Brev box, scores confidence, and proposes evidence-backed Project/comment writes for approval; never auto-closes.

Contributor Skills

SkillSummary
nemoclaw-contributor-onboardSet up, repair, or verify a trusted source checkout, with explicit opt-ins for host-visible CLI exposure, the pinned agent, and runtime onboarding.
nemoclaw-contributor-plan-issueResearch, refine, and divide a named issue into independently valuable capability slices without implementing or publishing them.
nemoclaw-contributor-implement-issueImplement the smallest accepted issue capability slice with focused validation, then continue to publication when requested.
nemoclaw-contributor-create-prCreate a PR with the NemoClaw template, required checks, DCO declaration, and verified commits. Then, monitor CI and automated reviews.
nemoclaw-contributor-update-dependenciesAudit and implement a dependency upgrade from current upstream and downstream contracts, including Hermes CalVer and base-image upgrades.
nemoclaw-contributor-update-docsFind user-visible changes merged to main and update their owning documentation under current repository policy.

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More skills from this repository

Publish or update a NemoClaw pull request and track automated checks and reviews through completion. It preserves the requested scope, coordinates repairs for valid findings, and reports the latest commit’s results and remaining blockers.

  • Publishing implemented changes as a pull request
  • Updating an open pull request after review feedback
  • Tracking automated checks and reviews on the latest commit
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Prepare a local NemoClaw development environment, repair setup problems, or check readiness. It also handles explicitly requested command-line access, runtime onboarding, and launching the coding agent pinned by the project.

  • Setting up a local NemoClaw development environment
  • Checking readiness before starting development
  • Repairing local dependency, build, or hook problems
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Turn a named NemoClaw issue into an implementation plan with clear ownership, scope, completion criteria, and validation evidence. For larger changes, define independently useful steps, their dependencies, and delivery order.

  • Plan implementation for a named issue
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  • Define acceptance criteria and test evidence
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Audit and upgrade NemoClaw dependencies, including Hermes and base images. Trace upstream changes to affected code, implement required migrations, and verify tests, distributed artifacts, and the versions actually selected for use.

  • Assess the impact of a dependency upgrade
  • Plan migrations for a Hermes upgrade
  • Verify base images and selected artifacts
NVIDIA/NemoClaw22.8KUpdated Oct 22, 2026

Update NemoClaw documentation after merged changes or audit it for outdated guidance. Verify current behavior against source and tests, edit the pages responsible for that guidance, and check affected links and generated variants.

  • Catch up documentation after merged changes
  • Audit documentation for outdated guidance
  • Update guides for changed user behavior
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