NVIDIA DGX Spark (GB10) environment operations. Use when setting up, preflighting, or debugging ML workloads on DGX Spark or aarch64 Blackwell hardware — CUDA-13 wheel/ABI checks, unified-memory OOM ladders, thermal monitoring.
Plugin dgx-spark-ops from marketplace claude-code-workflows in shotcowboystyle/ag-skills. Commands read from the repo's manifest — 11 days ago.
spark-environment-setupSet up a working ML training/inference environment on NVIDIA DGX Spark (GB10, aarch64, CUDA 13). Use when installing PyTorch/Unsloth/TRL/vLLM on DGX Spark, hitting libcudart or wheel-ABI errors on aarch64, or choosing between NGC containers and bare pip installs.
spark-memory-thermal-opsManage unified memory and thermals during long-running ML jobs on NVIDIA DGX Spark. Use when planning memory headroom for a training run on GB10, when a job OOMs on unified memory, or when monitoring temperature and power during multi-hour training.
spark-training-gotchasPreflight and diagnose the ten known failure modes for ML training on NVIDIA DGX Spark. Use when a training run on DGX Spark fails to start, OOMs below the 128GB limit, slows down mid-run, or before any multi-hour training job on GB10.
/dgx-spark-ops:spark-preflightPreflight a DGX Spark system for an ML training or inference workload and emit env-report.json
dgx-spark-ops-engineerNVIDIA DGX Spark environment doctor for GB10/aarch64/CUDA-13 systems. Diagnoses and fixes ML stack setup, unified-memory, and thermal issues. Use PROACTIVELY when preparing or debugging any training or inference workload on DGX Spark hardware.
UX/UI design ops — briefs, tokens, components, screens and pages graded against live Awwwards and Mobbin references, plus Material 3/Compose, React Native, and web component design. Absorbs the former ui-design plugin.
47 skills · 39 commands · 4 agents
Image editing, batch operations, format conversion (WebP, AVIF, JPEG XL, PDF), metadata, and library organization — bucket by resolution, aspect ratio, orientation, format, capture time, and camera; dedupe near-duplicates.
28 skills · 19 commands
Drive an AI-generated video project end to end — brief, model selection, characters, script, storyboard, generation pipelines (text-to-image, image-to-video, voice, lip-sync), GPU-aware assembly, ComfyUI import/export, budgets, export — plus a curated index of agent-callable video and audio tooling.
13 skills · 11 commands · 7 agents · 3 MCP servers
Chain-of-custody evidence handling — hash, timestamp, inspect metadata, append to an immutable custody register, package as BagIt, verify, and sync to WORM or S3 Object Lock storage.
14 skills · 12 commands
Modern Python development with Python 3.12+, Django, FastAPI, async patterns, and production best practices
16 skills · 1 command · 3 agents
Work out the real baggage allowance for every segment of an itinerary, inventory what is carried by weight, solve the pack against the binding limit, price excess-baggage options, rank a leave-behind list, and render a counter card and packing list with Typst.
9 skills · 10 commands
Eval-gated LLM fine-tuning lifecycle (LoRA/QLoRA, DPO, GRPO/RLVR, vision SFT, quantized export). Use when fine-tuning an open-weights model end-to-end: building the eval harness first, selecting method and model, preparing data, training with Unsloth or TRL, gating checkpoints, and exporting GGUF/FP8.
10 skills · 2 commands · 3 agents
Multi-agent orchestration with AI SDK v5 - handoffs, routing, and coordination for any AI provider (OpenAI, Anthropic, Google)
1 skill · 3 commands · 1 agent
LLM application development, prompt engineering, and AI assistant optimization
5 skills · 3 commands · 2 agents
LLM application development, prompt engineering, and AI assistant optimization
5 skills · 3 commands · 2 agents
LLM application development, prompt engineering, and AI assistant optimization
4 skills · 3 commands · 2 agents
AI & Agents bundle — 388 curated skills (agents, ai-ml, prompt-engineering) for Claude Code, Codex & Antigravity.
200 skills
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