Projects sharing features with AICommand

kubectl-ai is a natural language cluster operator and AI command assistant that translates plain-text prompts into executable Kubernetes commands. It serves as an interface between large language models and the Kubernetes API to enable cluster management through conversational text. The project implements a Model Context Protocol server to expose cluster operations as standardized tools for external AI clients. It uses a provider-agnostic model interface to support both cloud-based and local AI backends. The system covers natural language infrastructure control and AI-assisted DevOps through

NaughtyAttributes is a collection of custom attributes for the Unity Editor inspector that allows for field validation, the exposure of non-serialized properties, and the addition of custom UI controls. It functions as an extension library to customize how fields are drawn and behave within the inspector interface without requiring the author to write custom editor scripts. The library provides tools for creating interactive elements such as buttons that execute specific methods, as well as specialized input controls like sliders and dropdowns. It enables the display of native properties and

DeepSeek-Coder is a large language model and foundational neural network architecture designed specifically for software development tasks. It functions as an artificial intelligence assistant capable of interpreting complex programming instructions to generate, transpile, and structure source code. The system distinguishes itself through its ability to perform project-level code generation, analyzing broader context and patterns across entire software projects rather than isolated files. It supports multimodal input processing, allowing for the integration of text and visual data to inform i

gptme is an autonomous AI agent server and framework designed for local system automation, software development, and code execution. It operates as a local execution engine that enables language models to run shell commands, modify local files, and interact with the operating system. The project functions as a Model Context Protocol client, integrating with external servers to expand agent capabilities with standardized tools and data sources. It features a provider-agnostic routing system to orchestrate tasks across multiple proprietary cloud APIs and local AI backends. The system includes

Claude-engineer is an autonomous software engineering agent and command-line interface for interacting with the Claude 3.5 Sonnet model. It functions as an AI code editor that writes code, manages local files, and executes terminal commands to automate technical workflows. The system features a self-evolving tool framework that allows the agent to design and implement its own functional scripts to expand its capabilities during a session. It utilizes a sandboxed Python executor to run scripts for data analysis and complex computations in a secure remote environment. The project covers a broa

xNode is a Unity editor extension that provides a visual node graph editor for designing flow-based logic and state machines. It functions as a visual logic designer, allowing for the creation and management of interconnected node networks within the Unity engine. The tool enables the construction of custom logic systems, such as branching dialogue trees and game state machine transitions. It supports the organization of complex graphs through a hierarchical grouping system that wraps related nodes into resizable visual containers. The system utilizes a graph-based data model to define data

Steel is a cloud browser automation platform that provides a REST API for launching and controlling remote Chrome browser sessions. It enables programmatic browsing and web scraping using standard automation tools like Puppeteer, Playwright, and Selenium, connecting to cloud-hosted browser instances via WebSocket and the Chrome DevTools Protocol. The platform supports both headless and headful browser sessions, with language-specific SDKs for TypeScript and Python. The service distinguishes itself through comprehensive anti-detection capabilities, including residential proxy rotation, CAPTCHA

This project is a browser automation system that connects Google's Gemini API to a web browser, enabling an AI agent to perform tasks on a user's behalf by interpreting natural language instructions. At its core, it operates through a continuous screenshot-based action loop, where the agent captures the browser's current state, sends the image to the Gemini model, and executes the model's returned commands to click, type, and navigate. The system distinguishes itself through a dual browser backend abstraction, supporting both local Playwright-controlled browsers and remote Browserbase cloud i

cc-haha is a cross-platform desktop agent and computer use framework that enables large language models to control local operating systems through screenshots, clicks, and keystrokes. It functions as an AI coding workbench and orchestration platform, allowing for the management of multi-project workflows and the coordination of multiple agents executing complex tasks in parallel. The system includes a model backend gateway to connect various artificial intelligence providers and local models to autonomous agents. It features a centralized permission gate for authorizing sensitive commands and

vibe-coding-cn is an AI software development workflow and prompt engineering framework designed to transform product ideas into functional applications using natural language. It functions as an AI agent orchestration system that coordinates specialized skills and quality gates to guide the incremental creation of software. The framework distinguishes itself through a project memory system that maintains architectural and design documentation to preserve context during long-term collaborations. It employs a prompt optimization library that utilizes recursive loops, chain-of-thought reasoning,

Shell-ai is a command-line interface tool that translates plain English text into executable shell commands using language models. It acts as a terminal assistant that bridges natural language prompts and operating system shell execution to generate, review, and run system commands. The application incorporates a model-agnostic endpoint abstraction that delegates generation requests across multiple external language model providers and API endpoints through a unified interface. It features a config-driven provider selection mechanism that maps configuration files and environment variables dyn

Forgecode is an AI agent orchestrator, shell integration tool, and terminal-based pair programmer. It enables the deployment of specialized AI roles for research, planning, and implementation, while providing a semantic code search tool to index project files for meaning-based retrieval. The system integrates as a Model Context Protocol client to extend AI capabilities via external servers and supports multi-provider model orchestration to switch between different large language model APIs. It transforms natural language into functional shell commands and allows for the execution of AI prompt

Flow-dashboard is a centralized personal productivity and knowledge management platform designed to track habits, manage tasks, and aggregate data from disparate sources. It functions as a personal analytics engine that stores records in a relational database, allowing users to visualize behavioral patterns and progress toward long-term goals through detailed charts and reports. The system distinguishes itself through a conversational interface that enables users to interact with their data using natural language commands. By integrating with external services, it synchronizes activity logs,

This project is an AI agent workflow framework and development toolkit designed for AI-driven software engineering. It provides a system of modular instructions, prompt libraries, and standardized routines to orchestrate complex engineering sequences and automate the decomposition of plans into technical tasks. The system differentiates itself through advanced context management and prompt engineering, using state compression and handoff documents to preserve conversation history between different AI sessions. It employs a structured library of prompt skills and high-signal trigger words to e

Jasper Client is a voice computing client and extensible speech framework designed to translate natural language speech into hardware actions and service requests. It functions as a voice command interface that manages the end-to-end process of audio capture, transcription, and action execution. The system features a modular architecture that allows for the integration of custom plugins, various speech recognition engines, and synthesis providers. This plugin-based approach supports the addition of new speakers and regional language capabilities without altering the core logic. The client in

escrcpy is an Android device mirroring tool and ADB device manager that enables the display and control of Android screens on a computer via USB or network connections. It functions as a multi-device screen orchestrator, providing a visual interface to arrange and control several mirrored device windows in parallel layouts. The project distinguishes itself as an automation controller that utilizes large language models to translate natural language instructions into actionable device commands. It further differentiates its capabilities by acting as a reverse tethering client, allowing a compu

Firecrawl is a headless browser automation tool and web crawling engine designed to extract structured data from the web. It functions as an API that transforms raw website content and documents into clean markdown and JSON formats to serve as context for large language models. The project distinguishes itself by using natural language prompts to translate human instructions into targeted data extraction tasks and browser actions. It can execute interactive page navigation, such as clicking and scrolling, and perform automated web research to retrieve structured data without manual interventi

Page-agent is an LLM browser automation agent and JavaScript in-page GUI controller. It translates natural language instructions into direct browser interface actions to automate web-based tasks and manipulate web page elements through a programmable interface. The system coordinates complex sequences of actions across multiple browser tabs and different websites. It functions as a remote browser control server, providing an interface that allows external clients to operate a browser and manage page interactions. Its capabilities include natural language intent decoding and action mapping, D

UnityLibrary is a game engine asset library providing a collection of reusable scripts, shaders, and templates for development within the Unity engine. It functions as a boilerplate template set and an editor extension suite designed to automate common tasks and reduce repetitive setup. The project includes a collection of pre-built material shaders and visual effects that can be applied to surfaces without writing custom shader code. It also provides utility scripts and editor tools to enhance the native development workflow. The library covers project bootstrapping through the use of prede

my-git is a comprehensive framework and reference guide for Git version control administration, repository governance, and software release management. It provides a structured approach to managing the software development lifecycle, from initial feature branching to final production deployment. The project distinguishes itself through a specialized AI-assisted development framework. This includes workflows for managing AI-generated code via automated diff reviews, intent-based commit splitting, and governance models for multi-agent coordination and session isolation using worktrees. The cod

01 is a voice-to-code agent and language model voice interface framework that enables natural language control of computers and devices. It functions as a real-time audio streaming server and a cross-platform voice client, translating spoken instructions into executable code to automate software, manage files, and browse the web. The system supports both local and cloud-based language models, alongside local or hosted speech-to-text and text-to-speech engines. It is designed for custom hardware integration, providing the means to build embedded AI voice controllers using microcontrollers like

CodeCompanion is a Neovim plugin that brings large language model capabilities directly into the editor, enabling turn-based conversations with AI models in a dedicated chat buffer. It provides a comprehensive interface for interacting with LLMs, supporting multiple providers through a flexible adapter system that can route requests to various hosted or local language model services. The plugin distinguishes itself through its extensive context-sharing capabilities, allowing users to send buffer contents, visual selections, git diffs, LSP diagnostics, terminal output, quickfix lists, and view

Puerts is a TypeScript runtime embedder and game engine scripting framework designed to integrate dynamic languages into low-level host applications. It functions as a high-performance cross-language API bridge, allowing developers to execute gameplay logic and editor scripts using TypeScript and JavaScript within a compiled host environment. The project distinguishes itself through a unified bridging API that supports pluggable scripting backends, enabling the selection or hot-swapping of different language engines to balance execution speed against binary size. It provides automated type de

CopilotForXcode is an AI-powered coding assistant integrated directly into Xcode as a source editor extension. It functions as an agent that can automate multi-step project tasks, such as editing files, running terminal commands, and searching across the entire codebase, all while understanding the full context of the current Xcode project. The assistant provides a context-aware chat interface that answers coding questions based on open files, symbols, and recent edits. It also offers diff-based code review, analyzing changes to provide feedback on code quality and potential issues before mer

This project is an AI software architecture library and reference framework for building applications powered by large language models. It provides a collection of reusable structural templates and modular code samples designed to organize complex artificial intelligence workflows. The framework emphasizes code-first documentation, using executable source code and verified reference implementations as the primary means of explaining feature implementation. It includes interactive prototyping playgrounds for testing prompts and configurations before they are integrated into a production codeba

esProc is a distributed ETL framework and embedded data computation engine. It provides a structured data language for the Java Virtual Machine designed for relational queries, complex data computation, and structured data analysis. The system features a natural language data query interface that leverages large language models to translate requests into executable queries against structured datasets. It employs a domain-specific query language with a concise syntax to establish table relationships and retrieve information. The platform covers data integration across disparate relational and

This project is an Android RPA framework designed for automating user interfaces and system tasks on rooted Android devices using Python and ADB. It provides a suite of tools for rooted device management, allowing for programmatic control of system settings, application lifecycles, and shell command execution via a remote API. The framework distinguishes itself through a combination of dynamic instrumentation and AI integration. It can inject scripts into running processes to hook Java interfaces and modifies application behavior in real time. Additionally, it supports large language model in