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Create detailed documentation in TYPST covering the architecture and experiments conduceted in the current subproject.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
Create/start/stop/delete a RunPod GPU Pod using ONLY GPU type `XXX` + the existing template named `GIANT-container`. Includes Spot (Secure Cloud) via interruptible Pods.
Provides guidance for writing and benchmarking optimized CUDA kernels for NVIDIA GPUs (H100, A100, T4) targeting HuggingFace diffusers and transformers libraries. Supports models like LTX-Video, Stable Diffusion, LLaMA, Mistral, and Qwen. Includes integration with HuggingFace Kernels Hub (get_kernel) for loading pre-compiled kernels. Includes benchmarking scripts to compare kernel performance against baseline implementations.
Read an arXiv paper from TeX source and write a repo-focused summary. Use when the user references a arXiv url for a paper.
Run commands or JAX scripts on the remote CUDA GPU box via ssh root@gpu-box when execution needs a GPU/CUDA backend or the user asks to run on the GPU box/remote container.
Use s5cmd for S3 listing, move, copy, and sync tasks.
| name | typst-experiment-documentation |
| description | Create detailed documentation in TYPST covering the architecture and experiments conduceted in the current subproject. |
When you are asked by the user to create experiment docs at the end of the session, you should create a detailed TYPST document covering the architecture of the model and how it works, what experiments were conduceted in detail with charts and final findings and insights. You should compile it always to check for errors and use TYPST native features.
</t#set page(width: 210mm, height: 297mm, margin: 18mm) #set text(size: 11pt)
== Rendering with the codelst package:
#import "@preview/codelst:2.0.2": sourcecode
#box(width: 50%, inset: 0pt)[ #sourcecode[
from dataclasses import dataclass
@dataclass
class Point:
x: float
y: float
p = Point(1.0, 2.0)
print(p)
]]
#import "@preview/fletcher:0.5.8"Example diagrams with it
#diagram(cell-size: 15mm, $
G edge(f, ->) edge("d", pi, ->>) & im(f)
G slash ker(f) edge("ur", tilde(f), "hook-->")
$)
#let blob(pos, label, tint: white, ..args) = node( pos, align(center, label), width: 28mm, fill: tint.lighten(60%), stroke: 1pt + tint.darken(20%), corner-radius: 5pt, ..args, )
#diagram( spacing: 8pt, cell-size: (8mm, 10mm), edge-stroke: 1pt, edge-corner-radius: 5pt, mark-scale: 70%,
blob((0,1), [Add & Norm], tint: yellow, shape: hexagon),
edge(),
blob((0,2), [Multi-Head\ Attention], tint: orange),
blob((0,4), [Input], shape: house.with(angle: 30deg),
width: auto, tint: red),
for x in (-.3, -.1, +.1, +.3) {
edge((0,2.8), (x,2.8), (x,2), "-|>")
},
edge((0,2.8), (0,4)),
edge((0,3), "l,uu,r", "--|>"),
edge((0,1), (0, 0.35), "r", (1,3), "r,u", "-|>"),
edge((1,2), "d,rr,uu,l", "--|>"),
blob((2,0), [Softmax], tint: green),
edge("<|-"),
blob((2,1), [Add & Norm], tint: yellow, shape: hexagon),
edge(),
blob((2,2), [Feed\ Forward], tint: blue),
)
2. Example of documentation alwready created at:
typst compile <file>.typ. If there are errors, fix them. (point the resulting compiled pdf to next to the .typ file)<PROJECT_ROOT>/your-coding-agent-skills/skill/.