🧠 OpenAmer Wiki
Autogenerated: 2026-08-27 05:00 — 536 skills across 21 categories
📂 Categories
- 📦 apple — 4 skills
- 🤖 autonomous-ai-agents — 26 skills
- 📦 creative — 16 skills
- 🖥️ desktop — 3 skills
- ⚙️ devops — 7 skills
- 📦 ecommerce — 1 skills
- 📧 email — 1 skills
- 🐙 github — 6 skills
- 📦 imported — 343 skills
- 📦 imported-deepseek-harness — 11 skills
- 📢 marketing — 3 skills
- 🎬 media — 3 skills
- 📦 mlops — 3 skills
- 📝 note-taking — 1 skills
- 📋 productivity — 13 skills
- 🔬 research — 8 skills
- 🔒 security — 2 skills
- 🏠 smart-home — 1 skills
- 📦 social-media — 1 skills
- 💻 software-development — 57 skills
- 🖥️ system — 26 skills
📖 All Skills
📦 apple
- apple-notes — Manage Apple Notes via memo CLI: create, search, edit.
- apple-reminders — Apple Reminders via remindctl: add, list, complete.
- findmy — Track Apple devices/AirTags via FindMy.app on macOS.
- imessage — Send and receive iMessages/SMS via the imsg CLI on macOS.
🤖 autonomous-ai-agents
📦 creative
- architecture-diagram — Dark-themed SVG architecture/cloud/infra diagrams as HTML.
- ascii-art — ASCII art: pyfiglet, cowsay, boxes, image-to-ascii.
- ascii-video — ASCII video: convert video/audio to colored ASCII MP4/GIF.
- baoyu-infographic — Infographics: 21 layouts x 21 styles (信息图, 可视化).
- claude-design — Design one-off HTML artifacts (landing, deck, prototype).
- comfyui — Generate images, video, and audio via diffusion workflows.
- design-md — Author/validate/export Google’s DESIGN.md token spec files.
- excalidraw — Hand-drawn Excalidraw JSON diagrams (arch, flow, seq).
- humanizer — Humanize text: strip AI-isms and add real voice.
- manim-video — Manim CE animations: 3Blue1Brown math/algo videos.
- p5js — p5.js sketches: gen art, shaders, interactive, 3D.
- popular-web-designs — 54 real design systems (Stripe, Linear, Vercel) as HTML/CSS.
- pretext — Build creative browser demos with DOM-free text layout.
- sketch — Throwaway HTML mockups: 2-3 design variants to compare.
- songwriting-and-ai-music — Songwriting craft and Suno AI music prompts.
- touchdesigner-mcp — Control TouchDesigner via twozero MCP.
🖥️ desktop
⚙️ devops
- auto-backup — Use when setting up OpenAmer auto-backup.
- cron-fleet-health — Use when cron jobs fail; diagnose, fix, verify fleet.
- funding-setup — Use when setting up OSS PayPal buttons and sponsors.
- predictive-health — Use for health trend, anomaly, disk forecast
- ssh-manager — SSH hosts: add, list, exec, exec-all, scp, health-check.
- system-performance-monitoring — Monitor RAM, disk, and cron timing and auto-optimize.
- traffic-cop — Use for API-key health checks, rotation, and monitoring.
📦 ecommerce
📧 email
- himalaya — Himalaya CLI: IMAP/SMTP email from terminal.
🐙 github
- codebase-inspection — Inspect codebases w/ pygount: LOC, languages, ratios.
- github-auth — GitHub auth setup: HTTPS tokens, SSH keys, gh CLI login.
- github-code-review — Review PRs: diffs, inline comments via gh or REST.
- github-issues — Create, triage, label, assign GitHub issues via gh or REST.
- github-pr-workflow — GitHub PR lifecycle: branch, commit, open, CI, merge.
- github-repo-management — Clone/create/fork repos; manage remotes, releases.
📦 imported
- accelerated-computing-cudf — Official NVIDIA-authored guidance for NVIDIA cuDF GPU DataFrames, pandas acceler…
- aiq-deploy — Use when asked to install, deploy, run, validate, troubleshoot, or stop NVIDIA A…
- aiq-research — Use when asked to run deep research or AI-Q research through a reachable NVIDIA …
- amc-run-rtsp-calibration — Calibrate a new dataset from live RTSP camera streams via the AutoMagicCalib RES…
- amc-run-sample-calibration — Run end-to-end calibration on the shipped sample dataset (sdg_08_2_sample_data_0…
- amc-run-video-calibration — Calibrate a new dataset from pre-recorded video files via the AutoMagicCalib RES…
- amc-setup-calibration-stack — Launch AutoMagicCalib microservice and web UI from NGC release images via Docker…
- cudaq-guide — CUDA-Q onboarding guide for installation, test programs, GPU simulation, QPU har…
- cuopt-developer — Modify, build, test, debug, and contribute to NVIDIA cuOpt (C++/CUDA, Python, se…
- cuopt-install — Install cuOpt for Python, C, or server via pip, conda, or Docker; verify the ins…
- cuopt-multi-objective-exploration — Trace, complete, and interpret the Pareto frontier across competing objectives u…
- cuopt-numerical-optimization-api — LP, MILP, and QP (beta) with cuOpt — Python, C, and CLI. Use when the user is so…
- cuopt-numerical-optimization-formulation — LP, MILP, QP — concepts, problem-text parsing, and formulation patterns (paramet…
- cuopt-routing-api-python — Vehicle routing (VRP, TSP, PDP) with cuOpt — Python API only. Use when the user …
- cuopt-server-api-python — cuOpt REST server — start server, endpoints, Python/curl client examples. Use wh…
- cupynumeric-hdf5 — Read and write large cuPyNumeric arrays to HDF5 with Legate’s parallel, distribu…
- cupynumeric-install — Install and verify cuPyNumeric for Python — requirements, commands, verification…
- cupynumeric-migration-readiness — Pre-migration readiness assessor for porting NumPy to cuPyNumeric. Use BEFORE su…
- cupynumeric-parallel-data-load — Load a sharded, on-disk dataset (sharded .npy, Parquet/Arrow, raw binary, sharde…
- dali-dynamic-mode — DALI imperative dynamic mode (
nvidia.dali.experimental.dynamic, ndd): use when…
- data-designer — Use when the user wants to create a dataset, generate synthetic data, or build a…
- deepstream-dev — NVIDIA DeepStream SDK development with Python pyservicemaker API. Use when build…
- deepstream-generate-pipeline — Build DeepStream GStreamer pipelines interactively. Use when the user asks about…
- deepstream-import-vision-model — Use this skill to bring any vision model from HuggingFace or NVIDIA NGC into an …
- deepstream-profile-pipeline — Profile a DeepStream pipeline with Nsight Systems and derive its configs from th…
- deepstream-run-mv3dt — Run and operate the DeepStream Multi-View 3D Tracking reference app, also known …
- deepstream-sop — Use this skill when building, deploying, evaluating, debugging, or measuring lat…
- dicom-metadata-extract — Used for extracting selected metadata from one DICOM file and flagging standard-…
- dicom-series-preflight — Used for header-only preflight of one DICOM series folder before conversion or i…
- dicom-series-to-volume — Used for converting one CT DICOM series folder to a HU NIfTI volume with affine …
- digital-health-clinical-asr-build — Stage 2 of the Clinical ASR Flywheel. Use when curating clinical terms, tagging …
- digital-health-clinical-asr-eval — Stage 3 of Clinical ASR Flywheel. Score a NeMo manifest, produce the five-sectio…
- digital-health-clinical-asr-finetune — Stage 4 of the Clinical ASR Flywheel. Use when priority KER is above 0.3 to run …
- digital-health-clinical-asr-setup — Stage 1 of Clinical ASR Flywheel. Use when bootstrapping a cycle: NVCF+MW disclo…
- doca-aes-gcm — Use this skill when the user is doing hands-on DOCA AES-GCM work on a BlueField …
- doca-argp — Use this skill for hands-on DOCA Arg Parser CLI work on a shipped sample or new …
- doca-argus — Use this skill when the user is deploying or operating the DOCA Argus Service — …
- doca-bare-metal-deployment — Use this skill for launching, supervising, debugging, OR platform lifecycle on a…
- doca-bench — Run
doca_bench (DOCA 2.7.0 or newer) to measure throughput, bulk latency, prec…
- doca-bench-extension — Use this skill when the operator is authoring, building, loading, or debugging a…
- doca-bf3-deployment — Use this skill for BlueField-3 (BF3) day-1 platform bring-up via the classic RSh…
- doca-bf4-deployment — WARNING: guides potentially IRREVERSIBLE BlueField-4 hardware operations (PLDM f…
- doca-caps — Use this skill when the user wants to invoke the read-only doca_caps CLI to ask …
- doca-collectx-deployment — Use this skill to deploy and operate a CollectX (clx) based DOCA telemetry colle…
- doca-comch — Use this skill when the user is doing hands-on DOCA Comch work on a host + BlueF…
- doca-comm-channel-admin — Use this skill to enumerate host↔DPU DOCA comch (formerly Comm Channel) servers …
- doca-common — Use this skill whenever the user is doing hands-on DOCA programming on a BlueFie…
- doca-compress — Use this skill for hands-on DOCA Compress programming on a BlueField DPU, Connec…
- doca-container-deployment — Use this skill when the user is hands-on deploying an in-bundle DOCA service con…
- doca-debug — Use this skill when the user is debugging any DOCA symptom — a build that won’t …
- doca-devemu — Use this skill when the user is doing hands-on DOCA Device Emulation on a BlueFi…
- doca-dma — Use this skill when the user is doing hands-on DOCA DMA programming — bringing u…
- doca-dms — Operate NVIDIA DOCA Management Service (
dmsd + dmspe) on a BlueField, Arm/x8…
- doca-dpa — Use this skill when the user is doing hands-on DOCA DPA host-side work on a Blue…
- doca-dpa-hl-tracer — Use this skill when the user runs doca_dpa_hl_tracer to capture/decode DPA-side …
- doca-dpdk-bridge — Use this skill when the user has an existing DPDK application and is adding DOCA…
- doca-erasure-coding — Use this skill when the user is doing hands-on DOCA Erasure Coding programming o…
- doca-eth — Use this skill for hands-on DOCA Ethernet packet-queue work on a BlueField DPU o…
- doca-firefly — Use this skill when the user is operating the DOCA Firefly Service container on …
- doca-flow — Build and debug DOCA Flow applications on supported NVIDIA NICs/DPUs: define mat…
- doca-flow-dpa-perf — Use this skill when the user is invoking doca_flow_dpa_perf on DPA-capable hardw…
- doca-flow-dpa-provider — Use this skill when the user is doing hands-on DOCA Flow DPA Provider work — exp…
- doca-flow-grpc-server — PLAINTEXT-ONLY: the shipped
doca_flow_grpc server uses `grpc::InsecureServerCr…
- doca-flow-perf — Use this skill when the user is measuring the host or DPU-CPU control-plane rate…
- doca-flow-tune — Use this skill when the user is tuning a live or captured
doca-flow pipeline w…
- doca-gpi — Use this skill for hands-on DOCA GPI programming — wiring a GPU-Packet-Initiator…
- doca-gpunetio — Use this skill when the user is doing hands-on DOCA GPUNetIO programming — wirin…
- doca-gpunetio-ib-write-bw — Use this skill when the user is building, running, or interpreting the doca/tool…
- doca-gpunetio-ib-write-lat — Use this skill when the user is measuring GPU-kernel-initiated RDMA WRITE latenc…
- doca-hardware-safety — Use this skill whenever the agent is about to recommend or apply a change that t…
- doca-mgmt — Use this skill when the user is doing hands-on DOCA Management programming again…
- doca-pcc — Use this skill when the user is doing hands-on host-side DOCA PCC work to load a…
- doca-pcc-counters — Use this skill when the user is invoking the DOCA PCC Counters tool — the `pcc_c…
- doca-pcc-ztr-rttcc-algo — Use this skill when the user is doing hands-on deployment, tuning, or evaluation…
- doca-programming-guide — Use this skill when the user is writing their first DOCA app or asking a library…
- doca-public-knowledge-map — Use this skill when the user needs to locate authoritative information about NVI…
- doca-rdma — Use this skill when the user is doing hands-on DOCA RDMA programming on a BlueFi…
- doca-rdmi — Use this skill when the user is doing hands-on DOCA RDMI (RDMA Initiator) progra…
- doca-rmax — Use this skill when the user is doing hands-on DOCA Rivermax work on a BlueField…
- doca-setup — Use this skill when the user is dealing with the DOCA environment around their w…
- doca-sha — Use this skill when the user is doing hands-on DOCA SHA programming — offloading…
- doca-sha-offload-engine — Use this skill when wiring the DOCA SHA Offload Engine (an OpenSSL ENGINE) into …
- doca-socket-relay — Use this skill when the operator is driving the DOCA Socket Relay to bridge a so…
- doca-spcx-cc — Use this skill when the user is invoking
doca_spcx_cc (the host-side CLI under…
- doca-sta — Use this skill when the user is doing hands-on NVMe-over-Fabrics storage-target …
- doca-structured-tools-contract — Use this skill whenever another DOCA skill says “prefer the structured tool per …
- doca-telemetry — Use this skill to read DOCA hardware-counter events from a
doca_dev through th…
- doca-telemetry-exporter — Use this skill when the user is doing hands-on DOCA Telemetry Exporter programmi…
- doca-telemetry-utils — Use this skill when the user is invoking
doca_telemetry_utils on a host with D…
- doca-upgrade — Use this skill when the user is contemplating a DOCA upgrade or downgrade — movi…
- doca-urom — Use this skill when the user is doing hands-on DOCA UROM library work from the h…
- doca-urom-svc — Operate the DOCA UROM Service container on BlueField Arm for remote memory opera…
- doca-verbs — Use this skill when the user is dropping below the higher-level DOCA libraries (…
- doca-version — Use this skill when the user is doing DOCA version handling — detecting the inst…
- dynamo-interconnect-check — Validate that a Dynamo deployment’s NIXL/UCX/NCCL interconnect is ready for disa…
- dynamo-recipe-runner — Select, validate, patch, and deploy existing NVIDIA Dynamo Kubernetes recipes. U…
- dynamo-router-starter — Start or patch Dynamo router modes and run router endpoint smoke checks. Use for…
- dynamo-troubleshoot — Diagnose failed or unhealthy Dynamo deployments. Use when pods, model-cache jobs…
- earth2studio-create-datasource — Create and validate Earth2Studio data source wrappers (DataSource, ForecastSourc…
- earth2studio-create-diagnostic — Create Earth2Studio diagnostic model wrappers for single-step data transformatio…
- earth2studio-create-prognostic — Create Earth2Studio prognostic (time-stepping forecast) model wrappers. Do NOT u…
- earth2studio-data-fetch — Fetch weather/climate data via Earth2Studio data sources for specific variables …
- earth2studio-deterministic-forecast — Build deterministic forecast scripts with Earth2Studio (model, data source, IO, …
- earth2studio-discover — Find Earth2Studio models, data sources, and examples for a weather/climate use c…
- earth2studio-install — Guide installing Earth2Studio via uv or pip, selecting model extras, and configu…
- holohub-app-lifecycle — Use for non-failing HoloHub app work with ./holohub: scaffold, build, run, test,…
- holohub-debug-build-run — Use when a concrete ./holohub command fails, hangs, regresses, or returns wrong …
- holohub-module-lifecycle — Use for reusable Holoscan Module work with ./holohub: scaffold, tests, editable …
- holoscan-install-conda — Install Holoscan SDK v4.3+ via Conda in a CUDA 13 environment. Use for Conda ins…
- holoscan-install-container — Install Holoscan SDK via the NGC Docker container. Use for container-based insta…
- holoscan-install-debian — Install Holoscan SDK natively on Ubuntu via apt. Use for C++ installs on Ubuntu;…
- holoscan-install-source — Build Holoscan SDK from source via the in-tree ./run script. Use only when publi…
- holoscan-install-wheel — Install Holoscan SDK Python wheel via pip into a venv. Use for Python installs; …
- holoscan-setup — Guides Holoscan SDK installation: inspects the host, assesses platform compatibi…
- hsb-app — Discover and run Holoscan Sensor Bridge example applications on a connected devk…
- hsb-flash — Flash the FPGA on an HSB board connected to an NVIDIA devkit. Supports HSB Latti…
- hsb-ip-create-top — Create or explain fixed-format HSB FPGA_top.sv wrappers from validated HOLOLINK_…
- hsb-ip-def — Generate, validate, compare, or explain HSB HOLOLINK_def.svh macros. Do not use …
- hsb-ip-packetizer — Choose or explain HSB Sensor RX packetizer fields for HOLOLINK_def.svh. Do not u…
- hsb-setup — Clone the latest NVIDIA Holoscan Sensor Bridge repo, ask which supported devkit …
- hsb-test — Execute QA test plans on Holoscan Sensor Bridge hardware. Reads a user-provided …
- i4h-catheter-navigation — Overview of
workflows/catheter_navigation/ (fluorosim DRR, XPBD physics, vascu…
- i4h-catheter-navigation-digital-twin — Build a patient vasculature digital twin from CT (preprocess + segment). Use whe…
- i4h-catheter-navigation-e2e — End-to-end smoke for catheter navigation covering setup, digital twin, DRR, and …
- i4h-catheter-navigation-render-drr — Render a single DRR fluoroscopy frame from a CT cache or synthetic phantom. Use …
- i4h-catheter-navigation-setup — Verify host/GPU requirements and PYTHONPATH for the catheter navigation workflow…
- i4h-catheter-navigation-smoke — Run CPU-only fluorosim smoke tests (imports, preprocessing, CLI parsers). Use wh…
- i4h-catheter-navigation-viewport — Launch the interactive Slang fluoroscopy viewport with XPBD catheter physics. Us…
- i4h-lerobot-viz — Serve the LeRobot HTML visualizer for a converted dataset in a browser. Use when…
- i4h-workflow — Overview of
workflows/agentic/ (IsaacLab-Arena + GR00T/openpi). Use when the u…
- i4h-workflow-create — Create a new agentic env by forking an existing env. Use for new env/task scaffo…
- i4h-workflow-dataset-annotate — Use a VLM to verify whether each episode satisfies the env’s task description. U…
- i4h-workflow-dataset-convert — Convert an agentic HDF5 recording into a LeRobot dataset (parquet, meta, videos)…
- i4h-workflow-dataset-mimic — Expand an HDF5 recording by cloning trajectories with action/state noise. Use wh…
- i4h-workflow-dataset-replay — Replay a recorded HDF5 episode inside Isaac Sim for visual verification. Use whe…
- i4h-workflow-dataset-teleop — Record episodes for an agentic env via teleoperation (keyboard, SO-ARM leader, o…
- i4h-workflow-e2e — Run the full end-to-end agentic pipeline (record → mimic → annotate → replay → c…
- i4h-workflow-finetune — Fine-tune a GR00T or openpi PI0 policy on a LeRobot dataset. Use when asked to f…
- i4h-workflow-scene-edit — Edit an env’s scene in place — objects, cameras, task, success bounds, randomiza…
- i4h-workflow-setup — Verify host requirements and run
workflows/agentic/setup.sh. Use when asked to…
- i4h-workflow-validate — Validate, evaluate, or run i4h envs. Use for policy/checkpoint rollouts and scri…
- jetson-build-source — Use when you need to rebuild the BSP overlay — DT, OOT modules, or kernel — from…
- jetson-customize-camera — Enable MIPI/GMSL camera sensors on a Jetson Thor or Orin custom carrier by rende…
- jetson-customize-clocks — Use to lock/cap Jetson CPU/GPU/EMC clocks, toggle EMC/CPU DVFS, or change cpufre…
- jetson-customize-fan — Use when you need to add, remove, edit, list, or change the boot default of an n…
- jetson-customize-mgbe — Enable Jetson Thor 25G/10G/1G MGBE QSFP via kernel-DT overlay. Do NOT use for UP…
- jetson-customize-nvpmodel — Use when you need to add, remove, edit, list, or change the boot default of an n…
- jetson-customize-pcie — Per-controller PCIe enable / disable / lanes / link-speed for a Jetson Thor or O…
- jetson-customize-pinmux — Per-pin SFIO / direction / initial-state configurator for a Jetson Orin or Thor …
- jetson-customize-uphy — Configure Jetson UPHY lane allocation (uphy0/uphy1-config) on Orin/Thor custom c…
- jetson-customize-usb — Enable/disable Jetson USB2/USB3 SS ports via kernel-DT overlay. Do NOT use for U…
- jetson-derive-carrier — Bootstrap a custom carrier board by forking carrier files and scaffolding a DT o…
- jetson-diagnostic — Read-only Jetson health snapshot for identity, memory, GPU, thermal, power, stor…
- jetson-download-bsp — Download NVIDIA Jetson Linux BSP artifacts (BSP tarball, sample rootfs, public_s…
- jetson-flash-image — Use to flash a promoted BSP image to a Jetson DUT in RCM mode via flash.sh or l4…
- jetson-generate-kb — Build a per-target knowledge-base markdown next to the active profile by walking…
- jetson-headless-mode — Plan and apply safe Jetson headless-mode changes to reclaim GUI and daemon memor…
- jetson-inference-mem-tune — Pick the serving stack and per-runtime memory flags (vLLM, SGLang, llama.cpp, Te…
- jetson-init-image — Extract Jetson Linux + sample-rootfs tarballs and run apply_binaries.sh for the …
- jetson-init-source — Set up the BSP source workspace: Linux_for_Tegra overlay tracker, bsp_sources, C…
- jetson-init-target — Author a new Jetson target-platform profile (reference_devkit + optional custom_…
- jetson-link-docs — Bind pre-downloaded Jetson reference docs (developer guide, design guide, pinmux…
- jetson-llm-benchmark — Benchmark Jetson LLM/VLM serving performance across vLLM, llama.cpp, and Ollama …
- jetson-llm-serve — Stand up vLLM or SGLang serving on Jetson, using upstream vLLM on Thor and Orin …
- jetson-memory-audit — Measure Jetson DRAM/NvMap usage and verify before/after memory reclamation with …
- jetson-optimize-memory — Reclaim DRAM by disabling unused subsystems across MB1 BCT, MB2 BCT, kernel rese…
- jetson-package — Pick Jetson-compatible containers, vLLM runtime images, and Jetson AI Lab PyPI i…
- jetson-print-bsp-info — Use when you need to print Jetson BSP info (L4T version, board configs, rootfs s…
- jetson-print-device-info — Use when you need to print Jetson device info (module model, L4T version, kernel…
- jetson-promote-image — Use to promote overlay files and built artifacts into the staged BSP image. Do N…
- jetson-quick-start — Entry skill for Jetson / IGX BSP customization. Asks one core click-to-select se…
- jetson-set-target — Switch the active Jetson target-platform pointer to an existing profile YAML. Us…
- jetson-speculative-decoding — Add EAGLE-3 or draft-model speculative decoding to a Jetson vLLM server when TPO…
- jetson-validate-image — Use after jetson-flash-image to run static BSP checks, on-target smoke/regressio…
- jetson-video-benchmark — Use when measuring Jetson Video Codec SDK or PyNvVideoCodec encode/decode throug…
- jetson-video-capability — Use when Jetson codec, profile, chroma, bit-depth, dimension, engine-count, or o…
- jetson-video-pipeline — Use when executing and verifying Jetson Video Codec SDK or PyNvVideoCodec encode…
- jetson-video-recipe — Use when turning a Jetson encoder use case into one validated surface-neutral re…
- jetson-video-setup — Use when installing, repairing, probing, or verifying native NVIDIA Video Codec …
- launch-nemo-rl — Playbook for launching, monitoring, stopping, and debugging NeMo-RL recipes on a…
- mcore-create-issue — Investigate a failing GitHub Actions run or job and create a GitHub issue for th…
- mcore-linting-and-formatting — Linting and formatting for Megatron-LM. Covers running autoformat.sh, tools (ruf…
- mcore-run-on-slurm — How to launch distributed Megatron-LM training jobs on a SLURM cluster. Covers a…
- mcore-split-pr — Split a PR into multiple PRs to reduce the number of required CODEOWNERS reviewe…
- mcore-testing — Test system for Megatron-LM. Covers test layout, recipe YAML structure, adding a…
- nemo-automodel-distributed-training — Guide for selecting and configuring distributed training strategies in NeMo Auto…
- nemo-automodel-launcher-config — Configure NeMo AutoModel job launches for interactive runs, Slurm clusters, and …
- nemo-automodel-model-onboarding — Guide for onboarding new model architectures into NeMo AutoModel, including arch…
- nemo-automodel-recipe-development — Create and modify NeMo AutoModel training and evaluation recipes, including YAML…
- nemo-fabric-build-adapter — Build, migrate, review, and maintain third-party NVIDIA NeMo Fabric adapters aga…
- nemo-fabric-integrate — Use this skill when integrating NVIDIA NeMo Fabric into a consumer application, …
- nemo-mbridge-mlm-bridge-training — Run Megatron-LM (MLM) and Megatron Bridge training with mock or real data. Cover…
- nemo-mbridge-multi-node-slurm — Convert single-node scripts to multi-node Slurm sbatch jobs and debug common mul…
- nemo-mbridge-perf-activation-recompute — Validate and use selective and full activation recompute in Megatron Bridge to r…
- nemo-mbridge-perf-cpu-offloading — Validate and use CPU offloading in Megatron Bridge, including layer-level activa…
- nemo-mbridge-perf-cuda-graphs — Validate and use CUDA graph capture in Megatron Bridge, including local full-ite…
- nemo-mbridge-perf-expert-parallel-overlap — Validate and use MoE expert-parallel communication overlap in Megatron-Bridge, i…
- nemo-mbridge-perf-hierarchical-context-parallel — Operational guide for enabling hierarchical context parallelism in Megatron-Brid…
- nemo-mbridge-perf-megatron-fsdp — Operational guide for enabling Megatron FSDP in Megatron-Bridge, including confi…
- nemo-mbridge-perf-memory-tuning — Techniques for reducing peak GPU memory in Megatron Bridge — expandable segments…
- nemo-mbridge-perf-moe-comm-overlap — MoE expert-parallel communication overlap in Megatron Bridge. Covers dispatch/co…
- nemo-mbridge-perf-moe-dispatcher-selection — Choose the right MoE token dispatcher (
alltoall, DeepEP, or HybridEP) for the …
- nemo-mbridge-perf-moe-hardware-configs — Representative, point-in-time MoE training playbooks by hardware and model famil…
- nemo-mbridge-perf-moe-long-context — Long-context MoE training guidance for Megatron Bridge. Covers CP sizing, select…
- nemo-mbridge-perf-moe-optimization-workflow — Evidence-gated workflow for MoE performance optimization in Megatron Bridge. Cov…
- nemo-mbridge-perf-moe-vlm-training — Practical guidance for training MoE VLMs in Megatron Bridge. Compares FSDP and 3…
- nemo-mbridge-perf-parallelism-strategies — Operational guide for choosing and combining parallelism strategies in Megatron …
- nemo-mbridge-perf-sequence-packing — Validate and use packed sequences and long-context training in Megatron-Bridge, …
- nemo-mbridge-perf-tp-dp-comm-overlap — Operational guide for enabling TP, DP, and PP communication overlap in Megatron-…
- nemo-mbridge-recipe-recommender — Recommend and customize Megatron Bridge library and benchmark recipes for a user…
- nemo-mbridge-resiliency — Resiliency features in Megatron Bridge including fault tolerance, straggler dete…
- nemo-relay-debug-runtime-integration — Use this skill when NeMo Relay is installed or imported but application-side run…
- nemo-relay-get-started — Use this skill when first-time NeMo Relay users want to try Relay, choose the le…
- nemo-relay-install — Use this skill when choosing or running NeMo Relay installation for the CLI, Pyt…
- nemo-relay-instrument-calls — Use this skill when an application owns tool or LLM/provider call sites and need…
- nemo-relay-instrument-context-isolation — Use this skill when concurrent requests, async tasks, threads, workers, goroutin…
- nemo-relay-instrument-typed-wrappers — Use this skill when adding NeMo Relay typed wrappers, domain types, or provider …
- nemo-relay-migrate-from-flow — Use this skill when migrating applications, examples, integrations, documentatio…
- nemo-relay-plugin-adaptive-tuning — Use this skill when baseline NeMo Relay instrumentation exists and the user want…
- nemo-relay-plugin-build — Use this skill when building or packaging reusable NeMo Relay runtime behavior a…
- nemo-relay-plugin-observability — Use this skill when choosing or configuring NeMo Relay 0.6 or 0.7 observability …
- nemo-retriever — Use when the user wants to search, query, extract, transcribe, describe, quote, …
- nemo-rl-auto-research — Autonomous NeMo-RL research agent workflow for directed hypothesis testing and o…
- nemo-rl-brev-etiquette — Brev instance operating guidance for NeMo-RL agents working in /home/ubuntu/RL w…
- nemo-rl-docs — Documentation conventions for NeMo-RL. Covers docs/index.md updates and docstrin…
- nemo-rl-session-memory — Manage durable working-session memory for coding agents. Use when a user asks to…
- nemoclaw-user-guide — Guides human users’ AI agents to the NemoClaw docs MCP server and canonical Fern…
- nemotron-asr-finetune — Orchestration skill for NVIDIA Nemotron Speech (Riva) / NeMo ASR domain and lang…
- nemotron-customize — Plan, configure, and chain repo-native Nemotron customization steps into single-…
- nemotron-policy-generator — Generates BYO custom safety policies for NVIDIA Nemotron content-safety guardrai…
- nemotron-retrieval-recipes — Use when planning, debugging, tuning, evaluating, exporting, or deploying public…
- nemotron-speech — Routes NVIDIA Nemotron Speech (Riva) NIM tasks — deploys, runs, and tests ASR, T…
- nv-generate-ct-rflow — Used for generating synthetic CT volumes and masks with NV-Generate-CTMR rflow-c…
- nv-generate-mr — Used for generating synthetic body MRI volumes with NV-Generate-CTMR rflow-mr. N…
- nv-generate-mr-brain — Used for generating synthetic brain MRI volumes with NV-Generate-CTMR rflow-mr-b…
- nv-generate-mr-brain-finetune — Used for finetuning NV-Generate-CTMR MR-brain diffusion UNet from a NIfTI datali…
- nv-generate-vae-finetune — Used for finetuning the NV-Generate-CTMR MAISI VAE from CT/MRI NIfTI datalists. …
- nv-reason-cxr — Used for command-shape or live NV-Reason-CXR chest X-ray reasoning smoke tests. …
- nv-segment-ct — Used for running NV-Segment-CT VISTA3D on CT NIfTI volumes and recording label-m…
- nv-segment-ct-finetune — Used for smoke or dataset finetuning of NV-Segment-CT VISTA3D on CT NIfTI labels…
- nv-segment-ctmr — Used for running NV-Segment-CTMR on CT or MRI NIfTI volumes and recording label-…
- nvidia-skill-finder — Use for NVIDIA-related requests where an NVIDIA skill might help, even if the us…
- omniverse-cad-to-simready — Coordinate the end-to-end CAD/source-asset to SimReady workflow. Use for broad r…
- omniverse-realtime-viewer — Use as the top-level router for Omniverse Realtime Viewer USD app requests and f…
- omniverse-usd-performance-tuning — Top-level workflow skill for USD performance diagnosis and optimization. Handles…
- paidf-anomalygen — Full PAIDF AnomalyGen pipeline — fine-tune on a new anomaly dataset, generate sy…
- physical-ai-defect-image-generation — Use when the user wants to orchestrate defect image generation with NVIDIA Cosmo…
- physical-ai-image-attribute-augmentation — Use when running image attribute augmentation and auto-labeling workflows on OSM…
- physical-ai-infrastructure-setup-and-resilient-scaling — Use when the user wants to set up, scale, validate, or harden NVIDIA physical AI…
- physical-ai-neural-reconstruction — Router for NVIDIA NuRec/NRE: USDZ rendering, NCore conversion, 3DGS, gRPC sensor…
- physical-ai-video-data-augmentation — Use when running video data augmentation and auto-labeling workflows on OSMO: fl…
- physicsnemo-discover — Official NVIDIA-authored guidance for navigating PhysicsNeMo — pick the model, d…
- physicsnemo-shard-tensor — Official NVIDIA-authored guidance for PhysicsNeMo ShardTensor domain parallelism…
- portfolio-optimization — Use when a user asks to build, optimize, backtest, rebalance, or analyze a stock…
- rag-blueprint — NVIDIA RAG Blueprint — deploy, configure, troubleshoot, and manage. Handles any …
- rag-eval — Filesystem RAG benchmarks: corpus/, train.json, evaluate_rag.py (RAGAS quality)….
- rag-perf — Performance benchmarking for a deployed NVIDIA RAG Blueprint server: profiling p…
- rtvi-cv-customize-model — How to swap the DeepStream CV detection model in the VSS Alerts Blueprint verifi…
- rtvi-cv-scaffold-vss-service — Scaffold a standalone RTVI CV microservice that plugs into VSS Search and Alerts…
- rtvi-vlm-customize-model — How to swap the VLM in the VSS Alerts Blueprint — covers RTVI-VLM microservice d…
- skill-card-generator — Use only to generate or update a governance skill card for a specified existing …
- tao-analyze-changenet-rca — Performs deep Root Cause Analysis (RCA) on NVIDIA TAO Visual ChangeNet classific…
- tao-analyze-gaps-visual-changenet — Performs gap analysis on NVIDIA TAO VCN Classify (Visual Component Net) experime…
- tao-analyze-gaps-vlm-bcq — Extract false-positive and false-negative gaps from VLM binary-classification-qu…
- tao-convert-dataset-format — Run
tao-daft convert to convert NVIDIA TAO DAFT datasets between supported for…
- tao-finetune-clip — CLIP vision-language model for image-text retrieval, zero-shot classification, e…
- tao-finetune-cosmos-embed — Cosmos-Embed1 video-text embedding for text-to-video retrieval, video-to-video s…
- tao-finetune-cosmos-reason — Cosmos3-Nano video QA supervised fine-tuning with FSDP parallelism. Use when tra…
- tao-finetune-huggingface-model — Fine-tune any HuggingFace CV / VLM / LLM model on local NVIDIA GPUs inside an NG…
- tao-generate-image-grounding — Two-step image grounding pipeline: extracts referring expressions from (image, c…
- tao-generate-referring-expressions — Four-step image referring-expression pipeline: turns images plus KITTI bounding-…
- tao-generate-video-reasoning-annotations — Multi-step video annotation pipeline that turns raw videos into Chain-of-Thought…
- tao-launch-workflow — Shared launch intake for any TAO workflow or action. Use when the user wants to …
- tao-list-capabilities — Answer what the TAO Skill Bank plugin can do by generating the response from pac…
- tao-mine-aoi-images — Runs the DEFT embed-then-mine workflow for VCN AOI iterations — embeds the gap-a…
- tao-port-huggingface-model — Integrate a HuggingFace Computer Vision model into the NVIDIA TAO Toolkit ecosys…
- tao-route-visual-changenet-samples — Routes the weakest VCN samples (output of
tao-analyze-gaps-visual-changenet) i…
- tao-run-automl — Run container-backed AutoML / hyperparameter optimization (HPO) for NVIDIA TAO n…
- tao-run-automl-deft-pipeline — Run the canonical NVIDIA AOI three-phase training pipeline — Phase 1 AutoML base…
- tao-run-deft-aoi — Run the full DEFT AOI improvement loop for NVIDIA TAO VisualChangeNet / ChangeNe…
- tao-run-inference-service — Start, query, and stop a network-specific TAO inference microservice ({network_a…
- tao-run-on-brev — Brev managed GPU instances with Docker support. Use when running TAO training, e…
- tao-run-on-docker — Docker conventions for running NVIDIA GPU container workloads — NGC authenticati…
- tao-run-on-kubernetes — Kubernetes execution platform — submits TAO container jobs as single-pod k8s Job…
- tao-run-on-local-docker — Local or remote Docker execution for TAO SDK job containers using a Docker daemo…
- tao-run-on-slurm — Remote SLURM GPU cluster execution over SSH with sbatch/srun, Pyxis/Enroot conta…
- tao-run-platform — TAO Execution SDK for submitting and monitoring GPU training jobs on supported p…
- tao-setup-nvidia-gpu-host — Host setup for TAO GPU backends. Checks and, after user approval, installs NVIDI…
- tao-train-action-recognition — Action recognition from video sequences. Supports RGB, optical flow, and joint (…
- tao-train-bevfusion — BEVFusion for multi-sensor 3D object detection. Fuses LiDAR point clouds and cam…
- tao-train-centerpose — CenterPose for keypoint / pose estimation. Detects object centers and regresses …
- tao-train-deformable-detr — Deformable DETR for 2D object detection. Uses deformable attention for efficient…
- tao-train-depth-anything-v2 — Monocular depth estimation using Metric Depth Anything v2 or Relative Depth Anyt…
- tao-train-dino — DINO (DETR with Improved DeNoising Anchor Boxes) for 2D object detection. Transf…
- tao-train-fast-foundation-stereo — Real-time stereo depth estimation using FastFoundationStereo (FFS), the distille…
- tao-train-foundation-stereo — Stereo depth estimation using FoundationStereo. Predicts disparity maps from ste…
- tao-train-grounding-dino — Grounding DINO for open-set object detection. Combines DINO-style detection with…
- tao-train-image-classification — PyTorch-based TAO image classification. Supports a wide range of backbones (FAN,…
- tao-train-mask-auto-encoder — Masked Auto-Encoder (MAE) for self-supervised pretraining and fine-tuning. Masks…
- tao-train-mask-auto-label — MAL (Mask Auto-Label) for weakly-supervised segmentation. Produces segmentation …
- tao-train-mask-grounding-dino — Mask Grounding DINO for grounded instance segmentation. Extends Grounding DINO w…
- tao-train-mask2former — Mask2Former for universal image segmentation (panoptic, instance, and semantic)….
- tao-train-metric-learning-recognition — Metric-learning recognition (ml-recog) for fine-grained visual recognition. Lear…
- tao-train-nvdinov2 — NVDINOv2 for self-supervised visual representation learning. Trains vision trans…
- tao-train-nvpanoptix3d — NVPanoptix3D for panoptic 3D scene reconstruction from posed RGB images. Produce…
- tao-train-ocdnet — OCDNet for scene text detection. Detects arbitrary-oriented text regions in natu…
- tao-train-ocrnet — OCRNet for scene text recognition. Recognizes text content from cropped text-reg…
- tao-train-oneformer — OneFormer for universal image segmentation. Unifies panoptic, instance, and sema…
- tao-train-optical-inspection — Optical Inspection for defect detection using Siamese networks. Compares image p…
- tao-train-pointpillars — PointPillars for 3D object detection from LiDAR point clouds. Encodes point clou…
- tao-train-pose-classification — Pose classification using ST-GCN (Spatial Temporal Graph Convolutional Network)….
- tao-train-reid — Person re-identification (ReID). Learns discriminative embeddings to match the s…
- tao-train-rtdetr — RT-DETR (Real-Time DEtection TRansformer) for 2D object detection. Designed for …
- tao-train-segformer — SegFormer for semantic segmentation. Lightweight transformer-based architecture …
- tao-train-single-step — Standard single-step train/eval/export workflow for any TAO model. Use when trai…
- tao-train-sparse4d — Sparse4D for multi-camera temporal 3D object detection and tracking. Uses sparse…
- tao-train-visual-changenet — Visual ChangeNet for binary image classification and segmentation in AOI defect …
- tao-validate-dataset-format — Run
tao-daft validate to check NVIDIA TAO DAFT datasets for structure, schema,…
- tilegym-adding-cutile-kernel — Add a new cuTile GPU kernel operator to TileGym. Covers dispatch registration in…
- tilegym-converting-cutile-to-julia — Converts cuTile Python GPU kernels (@ct.kernel) to cuTile.jl Julia equivalents. …
- tilegym-converting-cutile-to-triton — Converts cuTile GPU kernels (@ct.kernel) to Triton (@triton.jit). Handles standa…
- tilegym-cutile-autotuning — Use when adding, modifying, optimizing, or debugging CuTile autotuning code. Tri…
- tilegym-cutile-python — Expert cuTile programming assistant. Write high-performance GPU kernels using cu…
- tilegym-improve-cutile-kernel-perf — Iteratively optimize cuTile kernel performance through systematic profiling, bot…
- tilegym-monkey-patch-kernels-to-transformers — Integrate TileGym kernels into Hugging Face
transformers models by replacing t…
- vss-ask-video — Use this skill to ask the VSS agent’s video_understanding tool a fresh visual qu…
- vss-deploy-dense-captioning — Use this skill when deploying standalone RT-VLM dense captioning or calling its …
- vss-deploy-detection-tracking-2d — Use this skill when the user wants to deploy, run, debug, tear down, or call the…
- vss-deploy-detection-tracking-3d — Deploy and operate the RTVI-CV-3D microservice as MV3DT (
MODE=mv3dt): per-came…
- vss-deploy-profile — Use to select, configure, deploy, verify, debug, or tear down a VSS profile (bas…
- vss-deploy-video-embedding — Use this skill when deploying, operating, or integrating the VSS 3.2 GA RT-Embed…
- vss-generate-video-calibration — Use to run AutoMagicCalib on local MP4s, RTSP, or the bundled sample dataset, an…
- vss-generate-video-report — Use this skill when producing a VSS analysis report — Mode A per-clip VLM, Mode …
- vss-manage-alerts — Use for VSS alert workflows — real-time monitoring, Alert-Bridge subscriptions, …
- vss-manage-video-io-storage — Use to call the VIOS REST API (sensor list, timelines, clip extraction, snapshot…
- vss-query-analytics — Use this skill when reading video-analytics metrics, incidents, alerts, and sens…
- vss-search-archive — Use this skill to run top-level VSS fusion search on archived video, or to inges…
- vss-setup-behavior-analytics — Use to deploy the vss-behavior-analytics service standalone (entrypoint, config-…
- vss-setup-video-analytics-api — Use to deploy the vss-video-analytics-api REST service standalone (config-source…
- vss-summarize-video — Use to summarize a recorded video via the LVS summarization microservice (HITL-g…
- warp-compile-time-optimizer — Use when compile time or startup time is the problem in code that uses Warp: a r…
- warp-debug-gradients — Use to diagnose and fix incorrect gradients in differentiable Warp programs. Any…
- warp-eval — Evaluate whether an existing hot path is a credible NVIDIA Warp candidate. Use f…
📦 imported-deepseek-harness
- dsh-archive-agent-notes — Use when adding, auditing, pruning, archiving, restoring, or reviewing Agent Not…
- dsh-code-review — Use when reviewing a pull request in the deepseek-harness repo — orients the rev…
- dsh-doc-site-sync — Use when publishing, updating, moving, or removing DeepSeek Harness documentatio…
- dsh-doc-standards — Use when writing, moving, reviewing, or auditing documentation in the deepseek-h…
- dsh-find-simplifications — Use when working in the deepseek-harness repo to find non-obvious simplification…
- dsh-merging-stacked-prs — Use when landing a stack of dependent GitHub PRs (A ← B ← C, where each bases on…
- dsh-pre-push-checks — Use before pushing, force-pushing, marking ready for review, or claiming checks …
- dsh-prose-standard — Use when writing, reviewing, restoring, trimming, or auditing prose in the deeps…
- dsh-translate-docs — Manually run the extended DeepSeek Harness bilingual-document workflow, includin…
- dsh-trim-cot-leakage — Use when auditing or fixing prose that reads like a leaked reasoning transcript …
- record-browser-gif — Record browser or Web UI interaction demos as optimized GIFs using the available…
📢 marketing
- gif-search — Search/download GIFs from Tenor via curl + jq.
- songsee — Audio spectrograms/features (mel, chroma, MFCC) via CLI.
- youtube-content — YouTube transcripts to summaries, threads, blogs.
📦 mlops
📝 note-taking
- obsidian — Read, search, create, and edit notes in the Obsidian vault.
📋 productivity
- airtable — Airtable REST API via curl. Records CRUD, filters, upserts.
- docx — Create, read, edit Word .docx documents and templates.
- donation-buttons — Embed PayPal donate buttons on static sites. Async SDK CDN.
- google-workspace — Gmail, Calendar, Drive, Docs, Sheets via gws CLI or Python.
- maps — Geocode, POIs, routes, timezones via OpenStreetMap/OSRM.
- nano-pdf — Edit text in existing PDFs via natural-language prompts.
- notion — Notion API + ntn CLI: pages, databases, markdown, Workers.
- ocr-and-documents — Extract text from PDFs/scans (pymupdf, marker-pdf).
- open-source-project-visibility — Use when invisible. GitHub Topics, Product Hunt, Reddit, HN.
- pdf — Create, merge, split, fill, and secure PDF files.
- powerpoint — Create, read, edit .pptx decks, slides, notes, templates.
- teams-meeting-pipeline — Teams meeting summaries, job replay, Graph subscriptions.
- xlsx — Create, read, edit Excel .xlsx spreadsheets and CSVs.
🔬 research
- arxiv — Search arXiv papers by keyword, author, category, or ID.
- blogwatcher — Monitor blogs and RSS/Atom feeds via blogwatcher-cli tool.
- competitive-analysis — Use for competitor research: find gaps and plan overtake.
- llm-wiki — Karpathy’s LLM Wiki: build/query interlinked markdown KB.
- polymarket — Query Polymarket: markets, prices, orderbooks, history.
- research-paper-writing — Write ML papers for NeurIPS/ICML/ICLR: design→submit.
- web-research — Captcha-blocked web research. Multi-source fallback method.
- workflow-immune-system — Self-healing UI workflows without APIs: WIS detects website drift nightly and au…
🔒 security
🏠 smart-home
- openhue — Control Philips Hue lights, scenes, rooms via OpenHue CLI.
- xurl — X/Twitter via xurl CLI: raw post search, posting, DM, media.
💻 software-development
🖥️ system
- ab-test-engine — Use for A/B experiments on OpenAmer configs and skills.
- auto-updater — Use for multi-source update management: git, pip, hub.
- context-compressor — Use for session compression and full-text search.
- cron-job-repair — Use when cron jobs fail (last_status error). Diagnose, fix.
- cross-profile-sync — Sync skills/cron/config between OpenAmer profiles.
- dashboard — Use for the Live-Web-Dashboard on port 8899.
- file-organizer — Clean Desktop/DL: temp, MD5 dedupe, type-sort, undo.
- global-sync — Use for multi-machine HTTP delta sync with peer management.
- learning-loop — Use for auto error capture, categorization and skill gen.
- log-analyzer — Use for log analysis, error tracking, alerts, and dashboard.
- memory-store-upkeep — Use when writing or updating persistent memory stores.
- model-benchmarker — Use when: benchmark model latency, throughput, or quality.
- notification-engine — ‘Use for alerting: desktop, sound, log, webhook, daemon.’
- perf-optimizer — Use when running or debugging the perf-optimizer on Windows.
- remote-web — Use when starting/stopping the Remote Web UI on port 8901.
- resource-monitor — Live-CPU/RAM/DISK/NET-Dashboard + Top-Prozesse + Alarm.
- self-healer — Self-Healing Daemon: log-scan, patterns, workaround, memory.
- self-hosted — Use for local LLM fallback, failover, and Ollama health.
- smart-cache — Use for cache scan, cleanup, skill archiving, and warm-cache reports.
- smart-cron-scheduler — Use to optimize cron schedules or run Smart Cron Scheduler.
- smart-session-saver — Use for session archiving, search, restore, and stats.
- system-snapshot — Use for full system-state snapshot + diff + HTTP:8898.
- task-queue — Use for persistent task-queue with priorities + daemon.
- web-platform-servers — Use for OpenAmer HTTP server architecture and health-checks.
- webhook-engine — Use for Webhook Engine on port 8900: rules, actions, API.
- windows-path-resolution — MSYS→Win path: convert + HOME resolve for git-bash Python.