Awesome GitHub RepositoriesAgent Task Assignment

Multica is an autonomous coding agent manager and LLM agent orchestration platform. It coordinates teams of autonomous agents to execute coding tasks and manage their lifecycles through a centralized dashboard. The system provides multi-tenant agent workspaces that isolate agents, settings, and project issues into distinct organizational boundaries. The platform distinguishes itself through an agent skill library that captures successful task solutions as reusable, versioned skills. These skills are shared across the agent team and pinned using content hashes to ensure consistent behavior acr

Claude Code is a command-line interface and multi-agent orchestration framework designed for autonomous software engineering. It enables AI agents to perform codebase modifications, debugging, and Git workflow management while coordinating multiple specialized agents to decompose and execute complex engineering tasks in parallel. The system distinguishes itself through a high degree of isolation and safety, utilizing Git worktrees to create independent working directories for concurrent agents and implementing a tiered permission system that combines user rules, project policies, and OS-level

YSDA course in Natural Language Processing

Bytebot is an LLM desktop automation framework and virtual Linux desktop environment. It enables AI agents to plan and execute mouse and keyboard actions on a virtual computer using natural language, allowing for autonomous desktop automation and the integration of legacy systems that lack native APIs. The system operates as an LLM API gateway and a Model Context Protocol server, routing requests across multiple language model providers with integrated load balancing and rate limiting. It provides isolated, containerized environments where agents use visual reasoning to interpret screenshots

UFO is a multi-device task orchestrator and LLM agent orchestration framework designed to decompose natural language requests into executable task graphs. It functions as a cross-platform UI automation tool capable of performing interactions on Windows and mobile devices while routing tasks to distributed agents based on their hardware and software capabilities. The system is distinguished by its RAG-enhanced agent architecture, which integrates external documentation and previous execution traces to improve decision-making. It employs a hybrid UI detection approach that combines computer vis

Jeesite is a full-stack low-code development framework designed for building enterprise administrative portals using Spring Boot, MyBatis, and Vue. It functions as a comprehensive platform for creating administrative dashboards with integrated role-based access control and organizational data permission systems. The framework distinguishes itself through a combination of automated CRUD code generation and an integrated RAG platform that connects large language models to enterprise data via vector stores. It further incorporates a BPMN-based workflow engine to automate complex business process

Boto is a Python SDK and API wrapper for Amazon Web Services. It serves as a programmatic interface for managing and automating cloud infrastructure, mapping cloud-side resources to native Python objects and methods. The library provides tools for the programmatic control and orchestration of compute, storage, networking, and database resources. It enables the automation of infrastructure deployments and the management of virtual servers, container services, and serverless functions. Capability areas include identity and access management, cloud monitoring and observability, and the administ

an ambient intelligence library

This is an Android productivity application for managing tasks and subtasks. It functions as a cross-platform task manager and synchronization tool, utilizing the CalDAV protocol to mirror task lists, tags, and reminders across multiple devices and external servers. The application is distinguished by its location-based reminder system, which uses geofencing to trigger notifications when a user enters or leaves specific geographic areas. It also features a markdown-based text editor for structuring task descriptions and a dedicated integration for Wear OS that allows task tracking and control

Taskcafe is a self-hosted task management system and collaborative work management platform. It provides a private workspace for organizing work through a variety of interfaces, including Kanban boards, hierarchical outlines, and calendars. The platform is designed for containerized deployment, orchestrating the application, database, and cache to ensure consistent environment management. It distinguishes itself by offering project portfolio dashboards for high-level monitoring and the ability to create public project boards that allow external visitors to view content without authentication.

Kimai is an open-source time tracking system that records employee working hours, manages absences, and generates professional invoices from recorded timesheets and expenses. It organizes all time records through a mandatory three-level hierarchy of customer, project, and activity, and supports project budget monitoring with configurable time and money limits. The application is extensible through a plugin system that allows adding custom features, invoice templates, reporting views, and dashboard widgets without modifying core files. It provides a RESTful JSON API for programmatic read and w

Camunda is a business process automation platform and orchestration tool used to model, deploy, and monitor automated workflows and human-centric tasks. It features a BPMN workflow engine for executing processes based on the BPMN 2.0 standard and a DMN decision engine for automating business logic and rule evaluation. The platform is designed for flexibility through an embedded workflow library that allows the engine to be integrated directly into custom applications. It supports multi-tenant workflow management, enabling the secure separation of process definitions and instance data for mult

Zeebe هو محرك سير عمل سحابي أصلي وآلة حالة موزعة مصممة لتنسيق العمليات التجارية باستخدام معايير BPMN وDMN. يعمل كمحرك سير عمل gRPC عالي الأداء ينفذ عمليات تجارية معقدة من خلال بنية تدفق أحداث مجزأة. يعمل النظام أيضاً كمنسق لوكلاء النماذج اللغوية الكبيرة، حيث ينسق تفكير الذكاء الاصطناعي واستخدام الأدوات ضمن العمليات التجارية الحتمية. يتميز المحرك بشبكة وسيطة من نظير إلى نظير ونموذج تكرار بيانات قائم على الإجماع يضمن التوافر العالي وتحمل الأخطاء. يستخدم مجموعة وسطاء مجزأة لتحقيق قابلية التوسع الأفقي ويستخدم ضغطاً عكسياً للطلب التكيفي لتنظيم تدفق الأوامر الوارد ومنع التحميل الزائد للنظام. تغطي المنصة سطحاً واسعاً من الإمكانيات التشغيلية، بما في ذلك مراقبة التنفيذ في الوقت الفعلي مع خرائط حرارة الأداء، واتخاذ القرارات التجارية المؤتمتة عبر جداول القرار، وتنفيذ المهام الموزعة من خلال نموذج عامل مهمة يعتمد على الاقتراع. كما يوفر أدوات لعزل موارد المستأجرين المتعددين، والتحكم في الوصول القائم على الهوية، وتكامل واجهات برمجة تطبيقات الويب الخارجية والدوال بدون خادم. يمكن نشر النظام عبر بيئات مختلفة، بما في ذلك Kubernetes وDocker، ويتم إدارته من خلال مزيج من واجهة سطر الأوامر وواجهة برمجة تطبيقات REST برمجية.

GAM is a command-line tool for administering Google Workspace and Cloud Identity. It translates command-line arguments into structured API calls, enabling administrators to manage users, groups, organizational units, and domain settings across a Google Workspace environment. The tool handles authentication through OAuth2 flows, service accounts, and workload identity federation, and supports multi-tenant configurations for managing multiple domains or cloud projects from a single installation. GAM distinguishes itself through its batch processing and automation capabilities. It can process la

هذا المشروع عبارة عن مستودع مناهج أكاديمية ومركز موارد تعليمية لدراسة الاحتمالات والإحصاء والتعلم الآلي. يعمل كموقع لدورة التعلم العميق ومركز للمواد التعليمية، ويوفر مجموعة مهيكلة من المحتوى المصمم لتدريس معماريات الشبكات العصبية. يتميز المستودع بدمج مورد تعليمي شامل مع أرشيف لمشاريع التعلم الآلي. يوفر مجموعة منسقة من أمثلة الأبحاث وأدلة التنفيذ لمجموعة واسعة من النماذج، بما في ذلك الشبكات العصبية متعددة الطبقات (MLP)، والشبكات التلافيفية (CNN)، ونماذج التسلسل المتكررة (RNN). يغطي المشروع مجموعة واسعة من القدرات، بما في ذلك أبحاث رؤية الكمبيوتر لاكتشاف الكائنات وتصنيف الصور، وتنفيذ نمذجة التسلسل إلى تسلسل، وتقنيات تحسين الشبكات العصبية. كما يوفر أدوات إدارية لإدارة الدورات الأكاديمية، مثل تتبع معالم المشروع وتوزيع المهام. يتم تقديم المواد التعليمية من خلال مزيج من دفاتر الملاحظات التفاعلية، وشرائح المحاضرات، وتسجيلات الفيديو.