Write Leetcuda Book
xlite-dev/LeetCUDA
把 LeetCUDA kernels/interview 教学源码（base/sgemv/sgemm/hgemm/flashattn/ffpaattn/fp8gemm.cuh/fp4gemm.cuh）+ ffpa-attn CuTe sm120 源码（csrc/cuffpa/cute fp8/fp4，commit 861d75e）写成中文 CUDA 技术书（6 Part 38 章 + CuTe…
Draw Sebastian-Raschka-gallery-style TikZ architecture diagrams for any HuggingFace decoder-only LLM, with per-block parameter formulas and concrete numbers.
Install Hf Architecture Tikz
$ npx skills add yzlnew/infra-skills --skill hf-architecture-tikz -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install yzlnew/infra-skills hf-architecture-tikz --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/yzlnew/infra-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/hf-architecture-tikz .claude/skills/hf-architecture-tikz && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "hf-architecture-tikz" agent skill from https://github.com/yzlnew/infra-skills/tree/main/hf-architecture-tikz into .claude/skills/hf-architecture-tikz/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hf-architecture-tikz", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/yzlnew/infra-skills/tree/main/hf-architecture-tikzType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add yzlnew/infra-skills --skill hf-architecture-tikz -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install yzlnew/infra-skills hf-architecture-tikz --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/yzlnew/infra-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/hf-architecture-tikz .agents/skills/hf-architecture-tikz && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "hf-architecture-tikz" agent skill from https://github.com/yzlnew/infra-skills/tree/main/hf-architecture-tikz into .agents/skills/hf-architecture-tikz/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hf-architecture-tikz", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add yzlnew/infra-skills --skill hf-architecture-tikz -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install yzlnew/infra-skills hf-architecture-tikz --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/yzlnew/infra-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/hf-architecture-tikz .cursor/skills/hf-architecture-tikz && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "hf-architecture-tikz" agent skill from https://github.com/yzlnew/infra-skills/tree/main/hf-architecture-tikz into .cursor/skills/hf-architecture-tikz/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hf-architecture-tikz", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/yzlnew/infra-skills.git --path hf-architecture-tikz--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add yzlnew/infra-skills --skill hf-architecture-tikz -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install yzlnew/infra-skills hf-architecture-tikz --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/yzlnew/infra-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/hf-architecture-tikz .gemini/skills/hf-architecture-tikz && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "hf-architecture-tikz" agent skill from https://github.com/yzlnew/infra-skills/tree/main/hf-architecture-tikz into .gemini/skills/hf-architecture-tikz/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hf-architecture-tikz", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install yzlnew/infra-skills hf-architecture-tikzInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add yzlnew/infra-skills --skill hf-architecture-tikz -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/yzlnew/infra-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/hf-architecture-tikz .github/skills/hf-architecture-tikz && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "hf-architecture-tikz" agent skill from https://github.com/yzlnew/infra-skills/tree/main/hf-architecture-tikz into .github/skills/hf-architecture-tikz/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hf-architecture-tikz", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add yzlnew/infra-skills --skill hf-architecture-tikz -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install yzlnew/infra-skills hf-architecture-tikz --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/yzlnew/infra-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/hf-architecture-tikz .opencode/skills/hf-architecture-tikz && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "hf-architecture-tikz" agent skill from https://github.com/yzlnew/infra-skills/tree/main/hf-architecture-tikz into .opencode/skills/hf-architecture-tikz/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hf-architecture-tikz", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
hf-architecture-tikz- GitHub stars
- 149
- Token cost
- ~2k tokens
- SKILL.md length
- 783 words
- Files
- 12 (incl. scripts, references)
- Skills in repo
- 8
- Repo updated
- First seen
- Licence
- None found
At a glance
Draw Sebastian-Raschka-gallery-style TikZ architecture diagrams for any HuggingFace decoder-only LLM, with per-block parameter formulas and concrete numbers.
- Works in 5 steps: Acquire config. extract_arch.py tries… → Detect architecture family. Pure… → Compute parameter counts. Closed-form… → …
- The user asks to visualize / diagram / illustrate a transformer
- SKILL.md covers When to use, Quick start, Workflow and Architecture family detection, plus 5 more sections
- Runs Python and Shell scripts from its folder; calls uv and bash
What it does
Hf Architecture Tikz is an agent skill from yzlnew/infra-skills. Draw Sebastian-Raschka-gallery-style TikZ architecture diagrams for any HuggingFace decoder-only LLM, with per-block parameter formulas and concrete numbers. Supports MHA, GQA, MLA, DeepSeek-V4-Flash (Hyper-Connections + Sparse Attention with learned indexer), dense and MoE FFNs (incl. hash routing), and MTP heads. Use when the user asks to visualize / diagram / illustrate a transformer or LLM architecture (DeepSeek, Qwen, Llama, Mistral, gpt-oss, etc.), wants a Raschka-style figure, or wants a TikZ/LaTeX…
Its SKILL.md is about 2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 16 other files, including scripts and reference files (for example `examples/deepseek-v4-flash/arch.json`, `references/architecture_families.md` and `references/param_formulas.md`).
It sits in Documents & Office, covering Diagrams, Model hubs and datasets and LaTeX. It works with DeepSeek, Hugging Face, Mistral AI and Qwen. The repository describes itself as: A collection of specialized agent skills for AI infrastructure development, enabling Claude Code to write, optimize, and debug high-performance systems.
When your agent uses it
- The user asks to visualize / diagram / illustrate a transformer
- LLM architecture (DeepSeek
- Wants a Raschka-style figure
- Wants a TikZ/LaTeX rendering of an HF model
Example prompts
- “/hf-architecture-tikz”
Requirements
- Python 3
- A Bash shell
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Acquire config. extract_arch.py tries transformers.AutoConfig first; if the installed transformers doesn't recognize the model_type (e.g…
- Detect architecture family. Pure config-field rules — see references/architecture_families.md. The script labels the model with a family…
- Compute parameter counts. Closed-form formulas keyed by family — see references/param_formulas.md. The script (not Claude) does the…
- Assemble TikZ. render_tikz.py reads arch.json plus templates/anthropic.tex.j2 (Jinja2 template — all block macros are inlined for shared…
- Compile. bash scripts/compile.sh out.tex runs xelatex ×2 (TikZ fit/positioning needs a second pass) then pdftocairo -png -r 300…
What it can do on your machine
Read from SKILL.md and the folder at commit f3a8d7d. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships 3 files in scripts/ (Python and Shell), which the agent can run.
Shell commands in SKILL.md call:
uvbash
From the folder's file list and the shell code blocks in SKILL.md.
Network
Links to these hosts (documentation or services it may open):
sebastianraschka.com
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Hf Architecture Tikz loads about 2k tokens when it runs, and up to ~6.1k if it reads all its reference files. Until then it costs about 139 tokens; SKILL.md has 783 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 783 words (~1,992 tokens).
“Generate a publication-quality vertical architecture diagram (in the style of Sebastian Raschka's LLM Architecture Gallery) for any HuggingFace decoder-only LLM. The diagram annotates every sub-block with its parameter-count formula and the concrete number for the loaded config.”
- name
- hf-architecture-tikz
Files
SKILL.md and 11 other files (scripts, references) in hf-architecture-tikz of yzlnew/infra-skills.
- SKILL.md
- examples/deepseek-v4-flash/arch.json
- examples/deepseek-v4-flash/deepseek-v4-flash.pdf
- examples/deepseek-v4-flash/deepseek-v4-flash.png
- examples/deepseek-v4-flash/deepseek-v4-flash.tex
- references/architecture_families.md
- references/param_formulas.md
- references/raschka_style_guide.md
- scripts/compile.sh
- scripts/extract_arch.py
- scripts/render_tikz.py
- templates/anthropic.tex.j2
Open the folder on GitHubat commit f3a8d7d
Compare with similar skills
Hf Architecture Tikz next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Hf Architecture Tikz this skillyzlnew/infra-skills | 149 | — | ~2k | Automated safety check: Pass | None | |
| Write Leetcuda Bookxlite-dev/LeetCUDA | 12k | — | ~2.1k | Automated safety check: Pass | GPL-3.0 | |
| Add Modelguoqingbao/xinfer | 334 | — | ~4.2k | Automated safety check: Notes | MIT | |
| Setup Benchmark Inputsmlc-ai/pith-train | 355 | — | ~399 | Automated safety check: Pass | Apache-2.0 | |
| Quark Torch Ptqamd/Quark | 182 | — | ~2.3k | Automated safety check: Pass | MIT | |
| Tikz Diagrams Guidewentorai/research-plugins | 298 | 1 repos | ~1.4k | Automated safety check: Pass | MIT |
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Categories
Questions about Hf Architecture Tikz
What does Hf Architecture Tikz do?
Draw Sebastian-Raschka-gallery-style TikZ architecture diagrams for any HuggingFace decoder-only LLM, with per-block parameter formulas and concrete numbers. Hf Architecture Tikz is an agent skill from yzlnew/infra-skills. Draw Sebastian-Raschka-gallery-style TikZ architecture diagrams for any HuggingFace decoder-only LLM, with per-block parameter formulas and concrete numbers.
When should I use Hf Architecture Tikz?
Hf Architecture Tikz fits situations like: the user asks to visualize / diagram / illustrate a transformer; LLM architecture (DeepSeek; wants a Raschka-style figure; wants a TikZ/LaTeX rendering of an HF model.
How do I install Hf Architecture Tikz in Claude Code?
Run `npx skills add yzlnew/infra-skills --skill hf-architecture-tikz -a claude-code`. Or copy the skill folder (hf-architecture-tikz in yzlnew/infra-skills) into .claude/skills/hf-architecture-tikz in your project. Claude Code loads it when a task matches its description.
How do I install Hf Architecture Tikz in Codex?
Run `npx skills add yzlnew/infra-skills --skill hf-architecture-tikz -a codex`. Or copy the skill folder (hf-architecture-tikz in yzlnew/infra-skills) into .agents/skills/hf-architecture-tikz in your project. Codex loads it when a task matches its description.
Can I use Hf Architecture Tikz in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add yzlnew/infra-skills --skill hf-architecture-tikz -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/hf-architecture-tikz, .gemini/skills/hf-architecture-tikz, .github/skills/hf-architecture-tikz and .opencode/skills/hf-architecture-tikz in your project.
What does Hf Architecture Tikz need to run?
Going by SKILL.md and its folder, Hf Architecture Tikz needs Python and a shell for the scripts in its folder and the command-line tools its instructions call (uv and bash). Our summary lists: Python 3; A Bash shell.
Does Hf Architecture Tikz access the network?
SKILL.md names 1 domain. As links in the text: sebastianraschka.com. This is read from the text; nothing was executed.
Is Hf Architecture Tikz safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Hf Architecture Tikz use?
No licence was found for Hf Architecture Tikz or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Hf Architecture Tikz use?
About 2k tokens (SKILL.md is roughly 8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 4.1k tokens, read only when the agent opens those files.
What are the alternatives to Hf Architecture Tikz?
Skills that share tags, products or a category with Hf Architecture Tikz: Write Leetcuda Book (xlite-dev/LeetCUDA, 12k stars), Add Model (guoqingbao/xinfer, 334 stars), Setup Benchmark Inputs (mlc-ai/pith-train, 355 stars) and Quark Torch Ptq (amd/Quark, 182 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Hf Architecture Tikz?
yzlnew (a GitHub user) maintains it in yzlnew/infra-skills, which has 149 GitHub stars. The repository holds 8 skills in this directory. The repository was last updated on July 9, 2026.
Source: yzlnew/infra-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.