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1. ▌
   Srtctl · nvidia bundle

   Run srt-slurm (srtctl) inference benchmarks on a Slurm cluster. Use when setting up a checkout, writing or migrating a recipe, submitting a job, or reading its results.
   2.2k repo stars
2. ▌
   Earth2studio Deterministic Forecast 2 · nvidia bundle

   Build deterministic forecast scripts with Earth2Studio (model, data source, IO, inference). Do NOT use for ensemble, diagnostics, data-only fetch, or install.
   2.2k repo stars
3. ▌
   Watch Github Actions 2 · nvidia

   Watch and monitor GitHub Actions workflow runs using the gh CLI. Use when the user wants to check workflow status, watch a running workflow, view CI/CD jobs, or monitor build progress. Trigger keywords - watch pipeline, pipeline status, CI status, check build, monitor CI, view pipeline, pipeline progress, workflow status, actions status.
   2.2k repo stars
4. ▌
   Gator Gate 2 · nvidia bundle

   Validate and monitor OpenShell GitHub issues and PRs using the gator:* state machine. Use when asked to triage issues/PRs for project validity, gate PRs, run gator, validate submissions, or monitor PRs toward merge readiness.
   2.2k repo stars
5. ▌
   Build Openshell Mxc Windows 2 · nvidia bundle

   Maintain and validate OpenShell's build-only Windows MSVC lane for x64 and ARM64. Use when working on Windows compilation, `windows:*` mise tasks, unsupported Windows compute-driver contracts, or Windows build reports. This skill does not implement Docker, Kubernetes, Podman, VM, MXC driver, policy translation, MSI, service, or supervisor runtime support on Windows.
   2.2k repo stars
6. ▌
   Nemoclaw Skills Guide 2 · nvidia bundle

   Start here. Introduces what NemoClaw is, what agent skills are available, and which skill to use for a given task. Use when discovering NemoClaw capabilities, choosing the right skill, or orienting in the project. Trigger keywords - skills, capabilities, what can I do, help, guide, index, overview, start here.
   2.2k repo stars
7. ▌
   Nemoclaw Maintainer Day 2 · nvidia bundle

   Run one NemoClaw daytime maintainer pass. Prioritize items for the release version. Select a merge, salvage, security, test, conflict, or sequencing workflow and report progress. Use during the workday to land PRs and close issues. Designed for /loop, for example /loop 10m /nemoclaw-maintainer-day. Trigger keywords - maintainer day, work on PRs, land PRs, make progress, what's next, keep going, maintainer loop.
   2.2k repo stars
8. ▌
   Nemoclaw Maintainer E2e 2 · nvidia bundle

   Dispatches and reports trusted GitHub Actions E2E runs. Use for focused, full, staging Launchable, manual PR, and release-decision requests.
   2.2k repo stars
9. ▌
   Openshell CLI 2 · nvidia

   Guide agents through using the OpenShell CLI (openshell) for sandbox management, gateway registration, provider configuration and refresh, policy iteration, settings, service exposure, BYOC workflows, and inference routing. Covers basic through advanced multi-step workflows. Trigger keywords - openshell, sandbox create, sandbox exec, sandbox connect, logs, provider create, provider profile, provider refresh, policy set, policy get, settings, service expose, forward, port forward, BYOC, bring your own container, inference, use openshell, run openshell, CLI usage, manage sandbox, manage provider, gateway add, gateway select.
   2.2k repo stars
10. ▌
    Debug Inference 2 · nvidia

    Debug why inference.local, direct external inference, or supervisor-only system inference is failing. Use when the user cannot reach a local model server, has provider base URL issues, sees inference verification failures, hits protocol mismatches, or needs to diagnose inference on local vs remote gateways. Trigger keywords - debug inference, inference.local, system inference, sandbox-system, local inference, ollama, vllm, sglang, trtllm, NIM, inference failing, model server unreachable, failed to verify inference endpoint, host.openshell.internal.
    2.2k repo stars
11. ▌
    Tui Development 2 · nvidia

    Guide for developing the OpenShell TUI — a ratatui-based terminal UI for the OpenShell platform. Covers architecture, navigation, data fetching, theming, UX conventions, and development workflow. Trigger keywords - term, TUI, terminal UI, ratatui, openshell-tui, tui development, tui feature, tui bug.
    2.2k repo stars
12. ▌
    Debug Openshell Cluster 2 · nvidia

    Debug why an OpenShell gateway deployment is unhealthy, unreachable, or unable to create sandboxes. Use for gateway health failures, Docker/Podman runtime issues, Helm failures, Kubernetes scheduling, TLS or auth, gateway interceptors, supervisor middleware startup or runtime failures, external compute-driver sockets, VM drivers, or sandbox startup. Trigger keywords - debug gateway, gateway failing, deployment failing, helm install failing, cluster health, gateway health, gateway not starting, health check failed, sandbox pending, docker driver, podman driver, kubernetes driver, external driver, compute driver socket, gateway interceptor, supervisor middleware, middleware failed, vm driver.
    2.2k repo stars
13. ▌
    Create Github Pr 2 · nvidia

    Create GitHub pull requests using the gh CLI. Use when the user wants to create a new PR, submit code for review, or open a pull request. Trigger keywords - create PR, pull request, new PR, submit for review, code review.
    2.2k repo stars
14. ▌
    Sync Agent Infra 2 · nvidia

    Detect and fix drift across agent-first infrastructure files. Ensures skill inventories, workflow chains, architecture tables, issue/PR templates, and cross-references stay consistent when skills, crates, or workflows change. Run after adding, removing, or renaming skills or components. Trigger keywords - sync agent infra, sync skills, update agent docs, check agent consistency, agent infra drift, sync contributing, sync agents.
    2.2k repo stars
15. ▌
    Test Release Canary 2 · nvidia

    Manually dispatch and iterate on the Release Canary workflow that smoke-tests published OpenShell artifacts (install.sh on macOS/Ubuntu/Fedora, Helm chart on kind) after each Release Dev publish. Use when changing `.github/workflows/release-canary.yml`, validating a release before tagging, debugging a canary failure, or reproducing a canary job locally. Trigger keywords - release canary, release-canary, canary failed, canary dispatch, test release canary, post-release smoke, install.sh canary, helm chart canary, kind canary, dispatch canary.
    2.2k repo stars
16. ▌
    Transform Model · nvidia bundle

    Add a Hugging Face or local checkpoint to TensorRT-Model-Connect as a self-contained family, or extend the family that already owns it.
    2.2k repo stars
17. ▌
    Fp16 Trt Network · nvidia bundle

    Implement or review FP16 and BF16 behavior in one family-owned, strongly typed TensorRT network without changing unrelated families.
    2.2k repo stars
18. ▌
    Submit Github Pr · nvidia bundle

    Use when publishing an existing TensorRT-Model-Connect change as a GitHub pull request. Verifies authenticated repository access, branch and diff scope, validation evidence, commit identity, reviewer-facing text, exact pushed head, and the created draft PR without merging it.
    2.2k repo stars
19. ▌
    Debug Trt Mismatch · nvidia bundle

    Diagnose a TensorRT-Model-Connect family whose native output disagrees with its declared reference or family-owned correctness contract.
    2.2k repo stars
20. ▌
    Write Git Messages · nvidia bundle

    Draft, revise, or review Git commit messages, PR titles, PR descriptions, and squash or rebase merge messages. Use when Codex needs to summarize a diff for reviewers, convert rough notes into a commit or PR message, check a message against Git and Conventional Commits style, or prepare repository contribution text before pushing/opening a PR.
    2.2k repo stars
21. ▌
    Setup Trtmc Environment · nvidia

    Prepare a TensorRT-Model-Connect development or validation environment from a fresh checkout on a host without a known working setup.
    2.2k repo stars
22. ▌
    Submit Github Bug Issue · nvidia bundle

    Use when converting QA findings, black-box failures, red-team reports, regression evidence, or local bug notes into GitHub Issues for NVIDIA/TensorRT-Model-Connect. Standardizes checking issue templates, checking labels, de-duplicating existing issues, drafting a bug report, creating the issue on GitHub, applying the bug label, and verifying the created issue.
    2.2k repo stars
23. ▌
    Optimize Model Precision · nvidia bundle

    Evaluate supported precision, quantization, or selected FP32-layer choices for one TensorRT-Model-Connect family with matched correctness and timing.
    2.2k repo stars
24. ▌
    Doc Sync · nvidia bundle

    Audit and update TensorRT-Model-Connect documentation when code, public APIs, family ownership, commands, or model support have changed.
    2.2k repo stars
25. ▌
    Pr Babysitter · nvidia bundle

    Use when monitoring GitHub pull request CI, diagnosing failed checks, rebasing branches onto github/main, applying narrowly scoped fixes, and updating PRs until their latest checks are green or a human blocker is identified.
    2.2k repo stars
26. ▌
    Profile Model · nvidia bundle

    Measure one TensorRT-Model-Connect model through its public Task API or run a checked-in performance-matrix entry with comparable evidence.
    2.2k repo stars
27. ▌
    Review Trtmc Pr · nvidia bundle

    Review a TensorRT-Model-Connect GitHub PR or local contributor branch against the current post-#1093 model-family isolation architecture, repository rules, behavioral correctness, and exact-head validation evidence. Use for contributor self-review before marking a PR ready, or when deciding whether a community PR is compliant, decoupled, merge-ready, or needs maintainer feedback. The review is read-only unless the user separately asks to publish it or change the contribution.
    2.2k repo stars
28. ▌
    Slack Channel Finder 2 · nvidia bundle

    Discover Slack channels by topic, team, or domain and determine the channel ID.
    2.2k repo stars
29. ▌
    Cosmos3 Post Training 2 · nvidia

    Guide users through Cosmos3 supervised fine-tuning (SFT) post-training: preparing the example dataset and Wan2.2 VAE, converting the base checkpoint to DCP, launching distributed training (paired launch shell recommended, raw `torchrun` as an alternative), running T2V/I2V/V2V inference with the trained DCP checkpoint, and optionally exporting it to Hugging Face safetensors. Use when the user asks how to post-train Cosmos3, fine-tune on a custom video dataset, export a trained checkpoint, or invoke one of the recipe launch shells (`launch_sft_vision_nano.sh`, `launch_sft_llava_ov.sh`, `launch_sft_videophy2_nano.sh`, plus the `_super` LoRA variant) — or any question about `cu130-train` / `cu128-train`, `convert_model_to_dcp` / `export_model` / `train`, or SFT output paths. For dataset captioning / JSONL assembly, see `docs/dataset_jsonl.md`.
    2.2k repo stars
30. ▌
    Nemoclaw User Guide 3 · nvidia bundle

    Guides human users' AI agents to the NemoClaw docs MCP server and canonical Fern documentation in Markdown form. Use when users ask how to install, configure, operate, troubleshoot, secure, or learn NemoClaw with an AI coding assistant. Trigger keywords - nemoclaw docs, use nemoclaw with ai agent, nemoclaw mcp docs, nemoclaw install help, nemoclaw quickstart, nemoclaw markdown docs, llms.txt, agent skills.
    2.2k repo stars
31. ▌
    Nemo Retriever 3 · nvidia bundle

    Use when the user wants to search, query, extract, transcribe, describe, quote, filter, or aggregate across documents — PDFs, scanned forms / images (`.jpg` `.png` `.tiff`), Office (`.docx` `.pptx`), text (`.html` `.txt`), audio (`.mp3` `.wav` `.m4a`), or video (`.mp4` `.mov`). Prefer this over native Read / Grep for multi-file or non-PDF corpora. Not for: editing files, web browsing, single-file plain-text lookups, fine-tuning.
    2.2k repo stars
32. ▌
    Cudaq Guide 3 · nvidia bundle

    Use for CUDA-Q setup, simulation targets, QPU access, and @cudaq.kernel authoring guidance.
    2.2k repo stars
33. ▌
    Getting Started · nvidia bundle

    Set up NeMo Curator for data curation (text, image, video, audio)
    2.2k repo stars
34. ▌
    Karpathy Guidelines · nvidia

    Behavioral guidelines to reduce common LLM coding mistakes. Use when writing, reviewing, or refactoring code to avoid overcomplication, make surgical changes, surface assumptions, and define verifiable success criteria.
    2.2k repo stars
35. ▌
    Cuopt Developer 3 · nvidia bundle

    Modify, build, test, debug, and contribute to NVIDIA cuOpt (C++/CUDA, Python, server, CI). Use for solver internals, PRs, DCO, and code conventions.
    2.2k repo stars
36. ▌
    Cuopt User Rules 2 · nvidia bundle

    Base rules for end users calling NVIDIA cuOpt (routing/LP/MILP/QP/install/server). Not for cuOpt internals — use cuopt-developer for those.
    2.2k repo stars
37. ▌
    Cuopt Skill Evolution 2 · nvidia bundle

    After solving a non-trivial problem, detect generalizable learnings and propose skill updates. Always active — applies to every interaction.
    2.2k repo stars
38. ▌
    Vss Search Archive 3 · nvidia bundle

    Search video archives using natural language — find events, objects, actions, and people across recorded video using Cosmos Embed1 semantic search. Use when asked to search for something in video, find events, locate objects, or query video archives. Requires the search profile to be deployed.
    2.2k repo stars
39. ▌
    Vss Query Analytics 3 · nvidia bundle

    Query video analytics incidents, alerts, sensor data, and metrics from Elasticsearch via the VA-MCP server (port 9901). Use for any question about what happened in video — PPE violations, alerts, incidents, object counts, speeds, occupancy, or anything that requires looking up recorded events. This is the primary way to answer "what happened", "show me alerts", "any violations", "how many people", etc.
    2.2k repo stars
40. ▌
    Vss Summarize Video 2 · nvidia bundle

    Summarize long videos, generate shift reports, and analyze extended recordings. Use when asked to summarize a video, generate a shift summary, analyze a long recording, or create a daily activity report. Requires the LVS profile to be deployed.
    2.2k repo stars
41. ▌
    Vss Generate Video Report 2 · nvidia bundle

    Generate and query incident reports from VSS — look up incidents in Elasticsearch, analyze incident patterns, generate narrative reports. Use when asked about incidents, incident reports, PPE violations, safety events, or "what happened". Requires the alerts profile to be deployed.
    2.2k repo stars
42. ▌
    Earth2studio Create Datasource 3 · nvidia bundle

    Create and validate Earth2Studio data source wrappers (DataSource, ForecastSource, DataFrameSource, ForecastFrameSource) from remote stores. May add Python dependencies to pyproject.toml as part of development. Do NOT use for fetching data with existing sources, model inference, or Earth2Studio installation/setup tasks.
    2.2k repo stars
43. ▌
    Earth2studio Create Diagnostic 3 · nvidia bundle

    Create Earth2Studio diagnostic model wrappers for single-step data transformations, including simple derived diagnostics, packaged AutoModel diagnostics, and generative or diffusion diagnostics. Do NOT use for prognostic time-stepping models, data sources, or installation.
    2.2k repo stars
44. ▌
    Earth2studio Create Prognostic 3 · nvidia bundle

    Create Earth2Studio prognostic (time-stepping forecast) model wrappers. Do NOT use for diagnostic models, data sources, or installation.
    2.2k repo stars
45. ▌
    Nat Telemetry · nvidia bundle

    Use when adding, configuring, or troubleshooting NeMo Agent Toolkit logging, tracing, telemetry exporters, OpenTelemetry, Langfuse, LangSmith, Weave, Phoenix, profiling, or observability provider integrations.
    2.2k repo stars
46. ▌
    Nat Evaluation · nvidia bundle

    Use when designing, configuring, running, or troubleshooting NeMo Agent Toolkit evaluations, datasets, evaluator selection, ATIF surfaces, quality gates, custom evaluators, and `nat eval`.
    2.2k repo stars
47. ▌
    Nat Installation · nvidia bundle

    Use when installing or configuring NVIDIA NeMo Agent Toolkit, verifying the `nat` CLI, setting up optional extras, or creating a first hello-world workflow.
    2.2k repo stars
48. ▌
    Nat MCP And Serving · nvidia bundle

    Use when serving NeMo Agent Toolkit workflows, exposing workflows through FastAPI, configuring MCP clients or servers, or troubleshooting transport and server setup.
    2.2k repo stars
49. ▌
    Nat Agent Configuration · nvidia bundle

    Use when selecting, configuring, composing, or troubleshooting NeMo Agent Toolkit agents and control-flow components, including ReAct, tool-calling, ReWOO, reasoning, router, sequential, parallel, and sub-agent patterns.
    2.2k repo stars
50. ▌
    Nat Tools And Functions · nvidia bundle

    Use when authoring, registering, composing, or testing custom NeMo Agent Toolkit tools, functions, function groups, Python components, custom agents, custom evaluators, or advanced extension patterns.
    2.2k repo stars
51. ▌
    Mcore Testing 3 · nvidia bundle

    Test system for Megatron-LM. Covers test layout, recipe YAML structure, adding and running unit and functional tests, golden values, marker filters, and CI parity.
    2.2k repo stars
52. ▌
    Mcore Split Pr 3 · nvidia bundle

    Split a PR into multiple PRs to reduce the number of required CODEOWNERS reviewer groups.
    2.2k repo stars
53. ▌
    Mcore Create Issue 3 · nvidia bundle

    Investigate a failing GitHub Actions run or job and create a GitHub issue for the failure.
    2.2k repo stars
54. ▌
    Mcore Run On Slurm 3 · nvidia bundle

    How to launch distributed Megatron-LM training jobs on a SLURM cluster. Covers a minimal sbatch skeleton, environment-variable setup for torch.distributed.run, CUDA_DEVICE_MAX_CONNECTIONS rules across hardware and parallelism modes, container conventions, monitoring, and per-rank failure diagnosis.
    2.2k repo stars
55. ▌
    Mcore Linting And Formatting 3 · nvidia bundle

    Linting and formatting for Megatron-LM. Covers running autoformat.sh, tools (ruff, black, isort, pylint, mypy), and code style rules.
    2.2k repo stars
56. ▌
    Earth2studio Install 3 · nvidia bundle

    Guide installing Earth2Studio via uv or pip, selecting model extras, and configuring the environment. Do NOT use for writing inference code, choosing models, or PhysicsNeMo questions.
    2.2k repo stars
57. ▌
    Earth2studio Discover 3 · nvidia bundle

    Find Earth2Studio models, data sources, and examples for a weather/climate use case. Do NOT use for writing inference code, downloading data, or installation.
    2.2k repo stars
58. ▌
    Earth2studio Data Fetch 3 · nvidia bundle

    Fetch weather/climate data via Earth2Studio data sources for specific variables and times. Do NOT use for inference pipelines, model discovery, or installation.
    2.2k repo stars
59. ▌
    Report Generator · nvidia bundle

    Generate formatted reports from data
    2.2k repo stars
60. ▌
    File Organizer · nvidia bundle

    Organizes files in your project directory
    2.2k repo stars
61. ▌
    Prepare Pr 2 · nvidia

    Prepare, create, publish, or edit a NeMo Relay pull request or its body using the repository template and contributor requirements. Do not use for code review or implementation without PR preparation.
    2.2k repo stars
62. ▌
    Nemo Relay Install 2 · nvidia bundle

    Use this skill when choosing or running NeMo Relay installation for the CLI, Python, Node.js, Rust, OpenClaw, or maintained framework integrations, or when explaining Hermes Agent's built-in Relay integration.
    2.2k repo stars
63. ▌
    Maintain CI 2 · nvidia

    Change or review NeMo Relay GitHub Actions workflows where permissions, pinned actions, caching, reusable workflows, or release gates require repository-specific handling. Do not use for ordinary source changes that merely run in CI.
    2.2k repo stars
64. ▌
    Contribute Docs 2 · nvidia

    Author or edit NeMo Relay documentation or examples when repository-specific MDX, public API, integration, or release-history conventions matter. Do not use for review-only requests or incidental prose edits in code.
    2.2k repo stars
65. ▌
    Review Doc Style 2 · nvidia bundle

    Review NeMo Relay documentation, examples, or public text for NVIDIA technical writing style, terminology, and repository accuracy. Do not use for ordinary implementation review.
    2.2k repo stars
66. ▌
    Maintain Packaging 2 · nvidia

    Add or change NeMo Relay packages, package metadata, module paths, generated artifacts, registry output, or release-facing build surfaces, including registering new unified-release surfaces with version automation. Do not use for a standalone project version bump, ordinary source builds, or tests.
    2.2k repo stars
67. ▌
    Draft Release Notes 2 · nvidia bundle

    Compare NeMo Relay release refs and draft the current documentation release-notes page from verified repository evidence. Do not use for GitHub Release bodies or ordinary feature documentation.
    2.2k repo stars
68. ▌
    Prepare Code Freeze 2 · nvidia

    Execute a requested NeMo Relay code freeze by cutting a release branch, updating nightly alpha configuration, bumping main, and preparing the required PR. Do not use for an ordinary version bump or release-note draft.
    2.2k repo stars
69. ▌
    Update Project Version 2 · nvidia bundle

    Perform a NeMo Relay project release-version change across project-owned manifests, dependencies, lockfiles, and generated attribution surfaces while keeping just set-version coverage complete. Do not use for dependency-only updates or adding a package when no project version bump is requested.
    2.2k repo stars
70. ▌
    Nemo Relay Instrument Typed Wrappers 2 · nvidia bundle

    Use this skill when adding NeMo Relay typed wrappers, domain types, or provider codecs while preserving JSON middleware semantics and caller-visible behavior.
    2.2k repo stars
71. ▌
    Openshell Policy Advisor · nvidia

    Use when an OpenShell sandbox returns policy_denied, mentions policy.local, or needs a narrow network policy proposal.
    2.2k repo stars
72. ▌
    Nemoclaw Maintainer Triage · nvidia

    Triage NemoClaw issues and PRs with Issue Type, Project fields, and allowed labels. Support one item or a batch. Show proposed changes and apply only changes the maintainer accepts. Trigger keywords - triage, label issues, suggest labels, batch triage, triage issue, triage PR, label this, what labels.
    2.2k repo stars
73. ▌
    Nemoclaw Maintainer Evening · nvidia

    Runs the end-of-day NemoClaw release handoff and optionally cuts a release tag. Use for evening, handoff, wrap-up, or ship requests.
    2.2k repo stars
74. ▌
    Nemoclaw Maintainer Morning · nvidia

    Runs the morning maintainer standup for NemoClaw. Triages the backlog, determines the day's target version, labels selected items, surfaces stragglers from previous versions, and outputs the daily plan. Use at the start of the workday. Trigger keywords - morning, standup, start of day, daily plan, what are we shipping today.
    2.2k repo stars
75. ▌
    Nemoclaw Contributor Onboard · nvidia bundle

    Prepare a NemoClaw source checkout for compliant contribution through the repository's one-command setup and readiness doctor. Use when a new contributor asks to set up a development machine, prepare a checkout for a first PR, repair local contributor tooling, verify contributor readiness, launch the pinned coding agent, or decide whether optional runtime onboarding is needed. Trigger keywords - contributor setup, developer onboarding, first PR, dev setup, dev doctor, repair checkout, prepare development machine.
    2.2k repo stars
76. ▌
    Nemoclaw Maintainer Policies · nvidia bundle

    Provide read-only NemoClaw maintainer policy. Use for questions about Issue Type, labels, Project fields, release labels, triage, duplicates, blocked items, and maintainer decisions. Trigger keywords - maintainer policy, workflow policy, project workflow, issue type, labels, label taxonomy, needs labels, project status, blocked issue, duplicate issue, daily release label, release train, triage policy.
    2.2k repo stars
77. ▌
    Nemoclaw Contributor Create Pr · nvidia bundle

    Create a GitHub pull request with the NemoClaw template. Then, monitor CI and automated reviews. Use this skill when the user asks to create, open, push, or submit a PR for review. Trigger keywords - create PR, pull request, new PR, submit for review, open PR, push for review.
    2.2k repo stars
78. ▌
    Nemoclaw Contributor Plan Issue · nvidia bundle

    Plan, refine, scope, or divide a NemoClaw GitHub issue into independently valuable capability slices before implementation. Use when a user asks to plan an issue, refine its scope, define acceptance evidence, break it down, split it, or identify the first capability slice. Ask which lifecycle stage they want when a request such as "work on this issue" could mean planning or implementation. Do not use for generic implementation, PR publication, maintainer-loop, or requests without issue-planning intent. Trigger keywords - plan issue, refine issue, scope issue, break down issue, split issue, capability slices, acceptance criteria.
    2.2k repo stars
79. ▌
    Nemoclaw Contributor Update Docs · nvidia

    Find user-visible changes merged to NemoClaw and update their owning documentation. Use in the post-merge documentation workflow or for direct documentation catch-up. Derive pages, commands, variants, and validation from the current checkout. Trigger keywords - update docs, docs from commits, catch up docs, docs drift.
    2.2k repo stars
80. ▌
    Nemoclaw Maintainer Verify Stale · nvidia bundle

    Verifies whether stale NVIDIA/NemoClaw bug reports still reproduce on the newest release tag. Use when maintainers ask to verify stale issues, reproduce old bugs on the newest release tag, or drain the bug backlog. Treats issue reproducers as untrusted, validates them on the reported release before a fixed verdict, requires approval before Brev cost or GitHub writes, and never auto-closes.
    2.2k repo stars
81. ▌
    Nemoclaw Maintainer Pr Comparator · nvidia bundle

    Compare open PRs that address the same issue and recommend one to merge. Apply eligibility, correctness, quality, and tie-break checks. Report the score and evidence. Use when an issue has two or more open PRs.
    2.2k repo stars
82. ▌
    Nemoclaw Maintainer Refactor Docs · nvidia bundle

    Plan and execute maintainer-owned refactors of oversized NemoClaw Fern documentation sections into focused one-topic pages with concise prose, journey-based nested navigation, non-clickable group nodes, canonical troubleshooting and reference ownership, deduplicated content, variant-aware route-style links, and complete redirects. Use when a docs page or section has grown too large, when reorganizing documentation information architecture or a table of contents, when splitting pages, shortening dense paragraph blocks, moving content across sections, consolidating duplicate guidance, or migrating URLs in docs/index.yml and fern/docs.yml. Trigger keywords - refactor docs, reorganize docs, split docs, nested TOC, documentation IA, one topic per page, big paragraphs, move troubleshooting, deduplicate docs, docs too long.
    2.2k repo stars
83. ▌
    Nemoclaw Maintainer Release Notes · nvidia

    Drafts the post-tag NemoClaw Announcement from tag, compare, and release-entry data. Use after tagging or when asked to summarize vX.Y.Z.
    2.2k repo stars
84. ▌
    Nemoclaw Maintainer Find Review Pr · nvidia

    Find open PRs with the security label and Urgent or High Project Priority. Link each PR to its issue. Identify competing or superseded PRs and report review candidates. Use when looking for the next PR to review. Trigger keywords - find pr, find review, next pr, pr to review, duplicate pr, security pr.
    2.2k repo stars
85. ▌
    Nemoclaw Maintainer Cut Release Tag · nvidia bundle

    Cuts one signed NemoClaw semver tag after required candidate checks and the maintainer's E2E decision, then follows the tag-triggered release work and drafts the Announcement. Use when preparing or publishing a vX.Y.Z release tag.
    2.2k repo stars
86. ▌
    Nemoclaw Contributor Implement Issue · nvidia bundle

    Implement an accepted NemoClaw GitHub issue in the current checkout. Use when a user asks to pick up an issue for implementation, implement or fix a named issue, or add the issue's tests. Confirm accepted scope, deliver the smallest independently valuable capability slice, and record validation and remaining gates without publishing a PR. Ask which lifecycle stage they want when "work on this issue" could mean planning or implementation. Do not use for issue planning, PR publication, independent security review, or maintainer loops. Trigger keywords - pick up issue for implementation, implement issue, fix issue, code issue, add issue tests.
    2.2k repo stars
87. ▌
    Nemoclaw Maintainer Fix E2e Failures · nvidia bundle

    Fixes failures from automatic NemoClaw E2E runs on main through continuous maintainer coordination. Groups failures by root cause, assigns one PR to each cause, reviews peer changes, satisfies GitHub merge requirements, merges eligible PRs when authorized, and monitors new results. Use for continuous main E2E maintenance or coordinated multi-agent E2E maintenance. Do not use for manual E2E dispatch; use nemoclaw-maintainer-e2e instead.
    2.2k repo stars
88. ▌
    Nemoclaw Maintainer Runtime Provider · nvidia bundle

    Implement or review a NemoClaw managed runtime provider through RuntimeProviderBundle, qualification-backed activation, provider-neutral orchestration, and E2E qualification. Use for a new native provider, provider activation, or runtime-provider architecture work. Do not use for the portable experimental profile.
    2.2k repo stars
89. ▌
    Nemoclaw Maintainer Cross Issue Sweep · nvidia bundle

    Scan open issues to find issues that a PR can also fix or conflict with. Report each relationship with file and line evidence. Use this skill during PR review to find related fixes and risks.
    2.2k repo stars
90. ▌
    Nemoclaw Maintainer Classify CI Failure · nvidia bundle

    Classify one NemoClaw GitHub Actions job failure from bounded, redacted logs and an optional retained artifact. Use for CI failure classification, failed job diagnosis, or artifact-backed failure evidence.
    2.2k repo stars
91. ▌
    Nemoclaw Maintainer Validate Launchable · nvidia bundle

    Validate the user-facing staging Brev Launchable deployment, NemoClaw image and runtime identity, onboarding, CLI behavior, and inference. Use when a maintainer asks to test the staging Launchable in the Brev web interface, provides a deployed Brev environment URL, hands a Launchable instance to Codex, or needs advisory web validation separate from automated Launchable E2E.
    2.2k repo stars
92. ▌
    Nemoclaw Contributor Update Dependencies · nvidia bundle

    Audit and implement a dependency upgrade as a semantic migration. Use when changing a library, CLI, service, image, runtime, installer artifact, or transitive dependency, including a Hermes release. Trace upstream changes into current NemoClaw consumers, resolve security and lifecycle concerns, and verify the artifacts that NemoClaw uses. Trigger keywords - update dependency, upgrade dependency, bump version, dependency migration, release audit, update Hermes, upgrade Hermes, review Hermes release, publish Hermes base image.
    2.2k repo stars
93. ▌
    Nemoclaw Maintainer Normalize Title Tags · nvidia bundle

    Normalizes GitHub issue and PR titles by removing any bracketed [NemoClaw] tag case-insensitively, even when the tag appears later in the title. Use when cleaning issue tags, bulk-renaming titles, or normalizing repo title hygiene.
    2.2k repo stars
94. ▌
    Nemoclaw Maintainer Security Code Review · nvidia

    Review a PR, or a PR linked to an issue, for security risks. Check nine categories and report PASS, WARNING, or FAIL. Use when reviewing code for vulnerabilities, secrets, injection, authorization bypasses, or unsafe configuration. Trigger keywords - security review, code review, appsec, vulnerability assessment, security audit, review PR security.
    2.2k repo stars
95. ▌
    Nemoclaw Maintainer Analyze CI Performance · nvidia bundle

    Analyze retained NemoClaw CI timing evidence for slow CLI tests or base-image publication latency. Use for CI performance, slow tests, Vitest timing artifacts, base-image publication timing, runner queue latency, or publication-gate analysis.
    2.2k repo stars
96. ▌
    Nemoclaw Maintainer Analyze Pr Value Stream · nvidia bundle

    Analyze one NemoClaw pull request across its complete observable lifetime. Produces a bounded Perfetto trace and summary, separates contributor, review, and automation time, and compares the latest revision with a target. Use for PR latency, value-stream, bottleneck, timeline, or ten-minute-target analysis.
    2.2k repo stars
97. ▌
    Cosmos3 Setup 2 · nvidia

    Guide users through Cosmos3 installation, environment setup, checkpoint downloading, and verification. Use when the user asks "how do I install cosmos3", "how do I set up the environment", "how do I download checkpoints", "how do I use Docker", or any question about getting the package running for the first time.
    2.2k repo stars
98. ▌
    Cosmos3 Inference 2 · nvidia

    Guide users through running Cosmos3 inference — offline batch generation, online serving with Ray and Gradio, parallelism options, input formats, sampling parameters, and prompt upsampling. Use when the user asks "how do I run inference", "how do I generate a video", "how do I serve the model", "what parameters should I use", or any question about running the model to produce outputs.
    2.2k repo stars
99. ▌
    Amc Setup Calibration Stack 2 · nvidia bundle

    Launch AutoMagicCalib microservice and web UI from NGC release images via Docker Compose. Use when user says 'deploy auto calibration', 'launch auto calibration', 'launch AMC', 'start MS+UI', or 'set up auto-magic-calib'. Requires NGC API key.
    2.2k repo stars
100. ▌
     Dali Dynamic Mode 2 · nvidia bundle

     DALI imperative dynamic mode (`nvidia.dali.experimental.dynamic`, ndd): use when working on ndd code or migrating pipelines; skip pipeline-only tasks.
     2.2k repo stars