AI Skills

ingest-url

Fetch a URL and distill its content into the Obsidian wiki

jetson-diagnostic

Read-only Jetson health snapshot for identity, memory, GPU, thermal, power

jetson-headless-mode

Plan and apply safe Jetson headless-mode changes to reclaim GUI

jetson-inference-mem-tune

Pick the serving stack and per-runtime memory flags

jetson-llm-benchmark

Benchmark Jetson LLM/VLM serving performance across vLLM, llama.cpp

jetson-llm-serve

Stand up vLLM or SGLang serving on Jetson

jetson-memory-audit

Measure Jetson DRAM/NvMap usage and verify before/after memory reclamation

jetson-optimize-memory

Reclaim DRAM by disabling unused subsystems across MB1 BCT, MB2 BCT

jetson-package

Pick Jetson-compatible containers, vLLM runtime images

jetson-quick-start

Entry skill for Jetson / IGX BSP customization

laravel-best-practices

Apply this skill whenever writing, reviewing, or refactoring Laravel PHP code

launch-nemo-rl

Playbook for launching, monitoring, stopping

llm-wiki

Explain and apply the foundational LLM Wiki architecture

mcore-create-issue

Investigate a failing GitHub Actions run or job and create a GitHub issue

mcore-linting-and-formatting

Linting and formatting for Megatron-LM

mcore-run-on-slurm

How to launch distributed Megatron-LM training jobs on a SLURM cluster

mcore-split-pr

Split a PR into multiple PRs

mcore-testing

Test system for Megatron-LM

memory-bridge

Browse or compare wiki knowledge by originating AI tool

mermaid-visualizer

Transform text content into professional Mermaid diagrams for presentations

nemo-automodel-distributed-training

Guide for selecting and configuring distributed training strategies in NeMo

nemo-automodel-launcher-config

Configure NeMo AutoModel job launches for interactive runs, Slurm clusters

nemo-automodel-model-onboarding

Guide for onboarding new model architectures into NeMo AutoModel

nemo-automodel-recipe-development

Create and modify NeMo AutoModel training and evaluation recipes

nemo-data-designer-plugin

Create a dataset, generate synthetic data, or build a data generation pipeline

nemo-evaluator-plugin

Evaluate models, datasets, and agents with the NeMo Evaluator plugin

nemo-mbridge-mlm-bridge-training

Run Megatron-LM (MLM) and Megatron Bridge training with mock or real data

nemo-mbridge-multi-node-slurm

Convert single-node scripts to multi-node Slurm sbatch jobs

nemo-mbridge-perf-activation-recompute

Validate and use selective and full activation recompute in Megatron Bridge

nemo-mbridge-perf-cpu-offloading

Validate and use CPU offloading in Megatron Bridge

nemo-mbridge-perf-cuda-graphs

Validate and use CUDA graph capture in Megatron Bridge

nemo-mbridge-perf-expert-parallel-overlap

Validate and use MoE expert-parallel communication overlap in Megatron-Bridge

nemo-mbridge-perf-hierarchical-context-parallel

Operational guide

nemo-mbridge-perf-megatron-fsdp

Operational guide for enabling Megatron FSDP in Megatron-Bridge

nemo-mbridge-perf-memory-tuning

Techniques for reducing peak GPU memory in Megatron Bridge

nemo-mbridge-perf-moe-comm-overlap

MoE expert-parallel communication overlap in Megatron Bridge

nemo-mbridge-perf-moe-dispatcher-selection

Choose the right MoE token dispatcher

nemo-mbridge-perf-moe-hardware-configs

Representative, point-in-time MoE training playbooks by hardware

nemo-mbridge-perf-moe-long-context

Long-context MoE training guidance for Megatron Bridge

nemo-mbridge-perf-moe-optimization-workflow

Evidence-gated workflow for MoE performance optimization in Megatron Bridge

nemo-mbridge-perf-moe-vlm-training

Practical guidance for training MoE VLMs in Megatron Bridge

nemo-mbridge-perf-parallelism-strategies

Operational guide

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

nemo-mbridge-recipe-recommender

Recommend and customize Megatron Bridge library and benchmark recipes

nemo-mbridge-resiliency

Resiliency features in Megatron Bridge including fault tolerance

nemo-retriever

Searching, extracting, ingesting, or querying a document collection

nemo-rl-auto-research

Autonomous NeMo-RL research agent workflow

nemo-rl-brev-etiquette

Brev instance operating guidance

nemo-rl-docs

Documentation conventions for NeMo-RL