Development skills

Browse reusable Agent Skills, each with a clear purpose and practical guidance.

new-model-integration

Add a new image or video generative model to the Draw Things app / CLI with a compile-first, end-to-end workflow across SwiftDiffusion, tokenizer plumbing, text encoder, fixed encoder, UNet / DiT runtime, VAE, converter and quantizer tooling, and CLI validation.

518 repo starsObserved in 1 repos
Development

Optimize PyTorch Training Memory Usage

Optimizes memory consumption during PyTorch model training by implementing mixed precision training, gradient accumulation, and efficient data loading strategies to fit within hardware constraints.

518 repo starsObserved in 1 repos
Development

Plot CatBoost Feature Importance with Custom Styling

Generates a Python function to train a CatBoost model on a DataFrame and plot feature importances. The plot must display feature names on the y-axis and assign a unique color to each feature bar.

518 repo starsObserved in 1 repos
Development

Python 2.7 SVN状态检查函数

实现一个Python 2.7函数,通过`svn status`命令检查路径状态,不预先检查文件存在性,并返回特定的状态码(0, 1, 2, -1)。

518 repo starsObserved in 1 repos
Development

Python Factorial String Generator

Creates a Python program with a `factorial` function that calculates the factorial of an integer and returns a string showing the calculation steps (e.g., '4x3x2x1 = 24'). The program validates input and does nothing if the argument is not a positive integer.

518 repo starsObserved in 1 repos
Development

python_kline_chart_dark_theme

使用mplfinance生成黑色背景的专业K线图,支持白灰涨跌配色、数据自动处理及预测信号叠加。

518 repo starsObserved in 1 repos
Development

Python Lexer in Rust with Indentation Handling

Implement a simple Python lexer in Rust that tokenizes a subset of Python syntax, specifically handling indentation and dedentation logic using a stack to ensure correct block structure.

518 repo starsObserved in 1 repos
Development