القائمة
Creates professional TikZ flowcharts with standardized themes, including Google Material-like and Anthropic-inspired options.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
Build figures in OpenAI's blog / research / system-card "dotcom" visual style — both (a) bar charts (monochrome bars with a darker same-hue stroke, rounded corners, a black y-axis with outward ticks and no gridlines, circle legend markers left-aligned to the y-axis, value labels above bars, angled category labels) and (b) flow / process diagrams (rounded boxes, monospace uppercase pills, pink highlights, thin open-chevron "arrow" connectors with rounded corners, dashed = negative branch). Everything uses the real OpenAI Sans font and is emitted as self-contained HTML/SVG with zero dependencies. Use this whenever the user wants a chart, pipeline/flow diagram, or figure that looks like OpenAI's website / posts / papers, asks to reproduce an OpenAI figure, or is building a deck or page in an OpenAI-flavored style. Prefer this over generic charting (matplotlib/Chart.js/Recharts) or generic diagram tools (Mermaid) when the aesthetic should match OpenAI.
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 rendering of an HF model.
Create and revise pure HTML/CSS flowcharts using an Anthropic-inspired design language. Use when Codex needs to produce process diagrams, decision trees, pipelines, or system flows that should share warm ivory backgrounds, transparent dashed grouping containers, pastel node fills, SF Pro-style sans-serif labels, smaller rounded corners, quiet orthogonal connectors, and theme-tinted text hierarchy in standalone `.html` outputs.
Create presentation slides using Material You (Material Design 3) style. Generates 1280x720 HTML slides with M3 color tokens, Roboto typography, rounded cards, flow diagrams, metric cards, code blocks, and structured layouts. Use when the user asks to create slides, presentations, or decks and wants a clean, modern Material Design 3 aesthetic.
Guide for using SLIME (LLM post-training framework for RL Scaling). Use when working with SLIME for reinforcement learning training of language models, including setup, configuration, training execution, multi-turn interactions, custom reward models, tool calling scenarios, or troubleshooting SLIME workflows. Covers GRPO, GSPO, PPO, Reinforce++, multi-agent RL, VLM training, FSDP/Megatron backends, SGLang integration, dynamic sampling, and custom generation functions.
Estimate GPU memory usage for Megatron-based MoE (Mixture of Experts) and dense models. Use when users need to (1) estimate memory from HuggingFace model configs (DeepSeek-V3, Qwen, etc.), (2) plan GPU resource allocation for training, (3) compare different parallelism strategies (TP/PP/EP/CP), (4) determine if a model fits in available GPU memory, or (5) optimize training configurations for memory efficiency.
| name | tikz-flowchart |
| description | Creates professional TikZ flowcharts with standardized themes, including Google Material-like and Anthropic-inspired options. |
This skill provides standardized templates/styles for establishing professional technical diagrams using LaTeX TikZ. It is designed for creating flowcharts, architecture diagrams, and process flows.
When asked to "create a flowchart" or "draw a diagram" in this project, first choose a single theme, then open only that theme's file as the starting point.
Before writing any \node or \draw commands, plan the layout first: decide the main flow direction, group nodes into rows/columns or lanes, and make sure related nodes are aligned so the connectors can stay orthogonal.
If you need to judge whether the generated diagram actually satisfies the user's requirements, do not rely only on your own generation pass. Spawn a subagent for an independent review and use that review to verify compliance or identify gaps.
| Theme | File |
|---|---|
| Default Material-Like | themes/material-like.md |
| Anthropic | themes/anthropic.md |
After selecting a theme, read the corresponding file for the full style guide, color definitions, node styles, and LaTeX template.
right=of Node, below=of Node, or explicit coordinates to keep the layout stable. Adjust spacing via node distance or fixed x/y gaps so nodes have enough room for labels and bends..east, .west, .north, and .south. The segment that touches a node should be perpendicular to that side: horizontal into .east/.west, vertical into .north/.south.-- lines for nodes that already share a row or column, and use -| / |- only when a bend is actually needed. Avoid diagonal lines and avoid lines that hit a node corner or graze an edge at an angle.fit library and a background-layer group style to draw lane or phase containers. For the Anthropic theme, keep containers transparent and dashed.\\ for line breaks and \scriptsize or a dedicated label macro for secondary details.