Projects sharing features with Cookiecutter Data Science

Kilocode is an autonomous engineering platform designed to orchestrate AI agents for complex software development tasks. It functions as a comprehensive system for automating coding, testing, and repository management by integrating directly with your codebase and terminal. The platform provides a unified gateway for model orchestration, allowing for the management of agentic workflows, event-driven automation, and persistent session state across distributed development environments. The platform distinguishes itself through its federated task management and policy-based access control, which

cookiecutter-django is a template-based project generator and production-ready scaffold for Django web applications. It functions as a boilerplate that injects user-defined variables into predefined file templates to automate the creation of a standardized directory structure and initial project configuration. The project provides a production blueprint that integrates a customizable user authentication system, environment-variable configuration, and a containerized development environment. It bundles Django with databases and task queues to ensure consistency across local and production work

Kubebuilder is a framework and set of scaffolding tools used to build Kubernetes APIs and controllers. It functions as an operator framework that provides generators for custom resource definitions, admission webhooks, and RBAC manifests to extend cluster functionality. The project distinguishes itself through marker-based code generation, which parses source code comments to automatically produce Kubernetes manifests and boilerplate logic. It employs a hub-and-spoke versioning model to translate data between multiple API versions and uses a three-way merge strategy to automate project migrat

This project is an ASP.NET Core solution template and boilerplate that implements a clean architecture pattern for building enterprise applications and web API backends. It provides a standardized project scaffold designed to separate business logic from infrastructure and user interfaces to ensure high testability and low coupling. The project features a database agnostic structure that allows for switching persistence providers without altering core business logic. It includes a command line tool for enterprise application bootstrapping, enabling the automated generation of project structur

Awesome Vite is a curated collection of resources, plugins, and templates designed for the Vite build tool ecosystem. It serves as a central directory for developers looking to extend the capabilities of this high-performance frontend build pipeline and module bundler. The project highlights the core strengths of Vite, including its native ESM-based development server, instant hot module replacement, and pre-bundled dependency optimization. By aggregating community-maintained tools, it showcases how to leverage Vite’s plugin-based architecture to customize build pipelines, integrate popular f

Moon is a monorepo build system and task runner designed to orchestrate complex projects with multiple packages. It functions as a dependency graph orchestrator that executes build targets in topological order and utilizes input hashing to cache results and skip redundant work. The project features a polyglot toolchain manager that automates the installation and versioning of language runtimes and CLI tools to ensure environment consistency. It also includes a plugin framework based on WebAssembly, allowing developers to extend build logic and toolchain behavior using any supported language.

This project serves as a comprehensive educational repository and technical reference collection, documenting a wide range of software engineering practices and modern development technologies. It provides a structured learning path for developers, curating tutorials and practical examples that cover the full lifecycle of application development, from initial project scaffolding to deployment and maintenance. The repository distinguishes itself by offering deep technical insights into complex architectural patterns, including actor-based concurrency models for managing parallel tasks and cont

The Operator SDK is a framework for building, packaging, and managing custom controllers that extend the Kubernetes API. It serves as a toolset for defining new API types and implementing reconcile loops to automate the lifecycles of complex applications. The project provides specialized support for creating operators based on Helm charts or Ansible playbooks, allowing users to maintain a desired cluster state using existing automation tools. It includes a dedicated system for packaging controllers into standardized container image bundles for distribution via the Operator Lifecycle Manager.

go-blueprint is a project generator and scaffolding tool for creating Go applications. It functions as a framework orchestrator that bootstraps application skeletons by integrating web frameworks, database drivers, and directory layouts. The tool utilizes a command-line interface to collect user preferences and provides a project structure preview to visualize the architecture before files are written to disk. It supports the injection of optional components, including container configurations and automation workflows, into the generated codebase. The system handles the initial setup of Go w

This project is a comprehensive template for building enterprise-grade applications using clean architecture principles. It provides a structured foundation that decouples core business logic from infrastructure concerns, ensuring that domain entities remain independent of specific frameworks or database implementations. By utilizing a mediator-based request dispatching pattern, the system separates state-mutating commands from read-only queries, promoting a clean separation of concerns across the entire codebase. The architecture is organized into vertical slices, grouping related logic and

This project provides a set of development guidelines and architectural recommendations for building iOS applications. It focuses on structuring Swift applications to decouple business logic from the user interface to improve testability and maintenance. The project covers specific implementation standards for security, such as using keychain storage for sensitive data and TLS certificate pinning for network traffic. It also defines patterns for code quality enforcement through static analysis and compiler configurations, as well as strategies for asset and localization management. The guide

Cookiecutter is a cross-platform command-line interface tool for project scaffolding and template generation. It functions as a project templating CLI and variable orchestrator that creates standardized software project boilerplates across different operating systems and programming languages. The tool generates project directory structures from predefined templates using variable substitution. It supports the retrieval of template source code from remote Git repositories and utilizes a definition file to prompt users for configuration values to personalize the resulting files and folder stru

This project is a comprehensive productivity guide and configuration reference for the VS Code editor. It provides a curated collection of shortcuts, configuration tips, and tutorials designed to improve efficiency and optimize the daily coding workflow. The resource covers advanced AI-assisted development, including the integration of autonomous agents, custom prompt files, and AI-powered coding assistants for task automation and code generation. It also provides specialized guidance on integrated terminal management, such as configuring shell profiles and automating command execution. Addi

Hatch is a unified tool for managing Python environments, building packages, scaffolding projects, and installing Python versions. It provides a single command-line interface for automating common development workflows, including running scripts, tests, and static analysis with automatic dependency resolution and configuration. The tool manages project settings, dependencies, and build instructions through a declarative TOML configuration file, ensuring reproducibility across environments. It creates and manages isolated virtual environments across all major shells, installs and manages multi

This project is a comprehensive set of architectural and coding standards for organizing and maintaining high-quality JavaScript applications. It provides a framework for JavaScript project best practices across the full software development lifecycle, establishing unified guidelines for project organization and development. The guidelines cover specific standards for REST API design, utilizing resource-oriented interfaces and standardized HTTP methods. It also includes a web accessibility standard focused on semantic HTML and automated audits, alongside a defined Git workflow standard for br

Marimo is a reactive Python notebook environment and data science integrated development environment. It functions as a scripting tool that maintains state consistency by automatically tracking variable dependencies and re-executing downstream code blocks whenever upstream inputs are modified. The platform distinguishes itself by storing notebooks as standard, portable Python scripts rather than proprietary formats, ensuring compatibility with version control systems. It integrates artificial intelligence to assist with code generation and debugging based on the current execution context, whi

Figaro is a configuration manager for Ruby on Rails applications that loads key-value pairs from YAML files and injects them into environment variables. It functions as a configuration validator, raising errors during startup if mandatory configuration keys are missing from the environment to prevent runtime crashes. The project includes a command-line utility for synchronizing local environment settings to remote hosting platforms and production servers. This allows for the generation of remote configuration files based on local source data. The system supports environment-specific settings

This is an open-source automation tool for the game Wuthering Waves that uses image recognition to control gameplay without modifying game memory or files. It runs automation tasks while the game window is minimized or obscured, freeing the computer for other use, and accepts command-line arguments to start specific tasks and optionally exit after completion. The tool automatically detects playable characters through screen analysis and adapts actions without manual skill configuration. It supports all common 16:9 resolutions up to 4K as well as some ultrawide formats, with a minimum required

This project is a set of software engineering standards and architectural patterns for writing maintainable and refactorable TypeScript code. It provides a comprehensive guide for implementing clean code principles, focusing on the application of SOLID design and structural patterns to build decoupled systems. The framework prioritizes composition over inheritance and utilizes dependency inversion to reduce system coupling. It establishes standards for strict static typing and the use of read-only modifiers to ensure type safety and eliminate runtime errors. The guidance covers a broad range

Positron is a data science integrated development environment and AI-powered code editor designed for polyglot development, specifically supporting Python and R. It functions as a remote compute workspace that separates the user interface from the execution kernel via SSH or container integration. The environment features a deep integration of large language models that provide context-aware suggestions and automated data analysis by accessing real-time interpreter state, in-memory objects, and plot outputs. It distinguishes itself through a polyglot runtime bridge that enables cross-language

This project is a project scaffolding engine and template-based code generator. It provides a modular project template library and a command-line tool designed to generate standardized directory structures and configuration files from reusable skeletons. The system uses variable injection and custom delimiters to render project skeletons into concrete files. It includes a mechanism for synchronizing shared template collections via version control repositories and a utility for uploading generated files and secrets to remote hosts using secure shell protocols. The tool covers automated projec

Metalsmith is a Node.js static site generator and static content processor that transforms source files into websites, eBooks, or technical documentation. It functions as a file-to-object transformer, converting directory trees into plain JavaScript objects that can be programmatically manipulated in memory. The project is built around a pluggable build pipeline where files are passed through a sequence of custom functions to transform content and metadata incrementally. This architecture allows users to extend functionality by writing their own plugins or using third-party modules to define

North is a responsive web design methodology and Sass-based CSS architecture framework. It provides a system for building mobile-first user interfaces using fluid grids and progressive enhancement techniques to ensure a consistent experience across different browser capabilities and screen sizes. The project features a standardized CSS naming system that uses Sass mixins to programmatically generate class names, distinguishing between components, layouts, and states. It also functions as a frontend project scaffolding tool, providing a generator to bootstrap new environments with pre-configur

Assemble is a static site generator and build pipeline system that compiles markdown, templates, and data into static HTML files. It functions as a markdown-to-HTML converter and a data format transformer capable of moving content between JSON, YAML, XML, PLIST, and CSV formats. The project features a pipeline-based build process where users can define ordered sequences of data transformations and file processing steps. It includes project scaffolding tools to bootstrap directory structures and configuration files from predefined boilerplates. The system manages content through collection-ba

ZenML is an extensible machine learning orchestration framework designed to manage the end-to-end lifecycle of data pipelines and AI agent workflows. It functions as a durable orchestrator that executes machine learning tasks as directed acyclic graphs, ensuring that every step is containerized for consistent performance across local, cloud, and hybrid infrastructure. By decoupling pipeline code from underlying compute and storage backends, the platform allows developers to define infrastructure-agnostic stacks that remain portable across diverse environments. The project distinguishes itself

Maven is a Java build automation tool and software build orchestrator. It functions as a project lifecycle manager and dependency management system, using a standardized project object model to compile, test, and package Java projects. The project distinguishes itself through a phase-based build lifecycle and a plugin-based extension model, allowing users to bind custom goals to specific build stages. It coordinates complex software through multi-module project orchestration and ensures a reproducible build workflow by neutralizing environmental variables and controlling toolchain versions.

This project provides a standardized development environment and infrastructure for creating, testing, and publishing JavaScript and TypeScript libraries. It serves as a comprehensive toolkit for managing the entire software lifecycle, from initial project scaffolding to the final distribution of production-ready code. The project distinguishes itself by integrating automated release pipelines and continuous integration workflows directly into the development process. It enforces strict quality standards through pre-configured hooks that handle linting, formatting, and commit message validati