skills.rest
yzlnewyzlnewCommunity·5 Agent Skills Included

infra-skills

GPU kernels, training memory estimates, and technical diagrams

Writes high-performance GPU kernels with TileLang, estimates Megatron training memory for MoE and dense models, and configures SLIME reinforcement learning pipelines. Generates publication-quality TikZ architecture diagrams, flowcharts, and Material Design slides without manual layout work. Eliminates guesswork in GPU capacity planning and speeds up infrastructure documentation for engineering teams.
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npx skills add yzlnew/infra-skills --all -g -y

All Skills in This Repository (5)

Pure Emerald Level Indicators
📦 In Repo
yzlnewyzlnew

material-you-slides

Generate self-contained 1280x720 HTML slide decks with Material You styling.

Community
Advanced
📦 In Repo
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tilelang-developer

Develop, optimize, and debug TileLang GPU kernels for AI workloads.

Community
Advanced
📦 In Repo
yzlnewyzlnew

megatron-memory-estimator

Estimate GPU memory usage for Megatron dense and MoE models from HuggingFace configs.

Community
Advanced
📦 In Repo
yzlnewyzlnew

slime-user

Automate end-to-end RL training workflows for language models with SLIME.

Community
Advanced
📦 In Repo
yzlnewyzlnew

tikz-flowchart

Automates creation of standardized TikZ flowcharts for LaTeX documents.

Community
Intermediate

Frequently Asked Questions

FAQPage Schema
How to install infra-skills?▼

Run `npx skills add yzlnew/infra-skills --all -g -y` in your terminal to install all skills in this collection globally.

How to estimate GPU memory for Megatron training?▼

The megatron-memory-estimator skill calculates memory usage directly from HuggingFace configs and compares parallelism strategies like TP, PP, and EP to find a setup that fits your GPUs.

Can it write custom GPU kernels?▼

Yes. The tilelang-developer skill generates optimized TileLang kernels for GEMM, FlashAttention, and DeepSeek MLA on NVIDIA, AMD, and Ascend hardware.

How to create LLM architecture diagrams?▼

The hf-architecture-tikz skill turns any HuggingFace model config into a publication-quality TikZ diagram with parameter formulas and concrete numbers for every block.

Does infra-skills work with Claude Code?▼

Yes. All skills follow the standard SKILL.md format and activate automatically in Claude Code and compatible coding environments when relevant tasks are detected.

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