An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.
HexaShell: a thin harness in which a coding agent drives a robot from RGB images and writes its own tools; frozen tools for the 42 RoboDojo tasks
Reconcile stuck AI-agent tasks after restarts and timeouts. Preview SQLite changes, close stale delivery states, and never guess success.
A set of instructions and scheduled tasks to make Hermes more proactive, helpful, and better at getting things done without being asked.
Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
Open-source personal AI assistant & Agent Harness. Plans tasks, runs tools and skills, self-evolves with memory and knowledge. Multi-agent, multi-model, multi-channel. Lightweight, extensible, one-line install.
The first exam for code agents in the physical world: frozen robot tasks from many benchmark suites, each answered with a program and verified in a separate sandbox. Runs on Harbor.
Persistent file-based planning for AI coding agents and long-running tasks. Crash-proof markdown plans, session recovery after /clear and compaction, per-turn re-injection against context rot, deterministic completion gate. Manus-style. Install from npm, the Claude Code plugin marketplace, or npx skills. Codex, Cursor, OpenCode, 60+ agents.
Open-source benchmark for browser AI agents on daily tasks.
Distributed Task Queue (development branch)
Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace MCP Server & CLI Tool
[NeurIPS 2024] OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments
OpenDecision is an open-source semantic decision engine like typesafe's jev.
Brown Dust 2 (BD2) PC automation tool: daily tasks, map runs, trading, Fiend Hunt. ζ£θ²ε‘΅ε2 PC θͺεεε·₯ε ·
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
Agent Reinforcement Trainer: train multi-step agents for real-world tasks using GRPO. Give your agents on-the-job training. Reinforcement learning for Qwen3.6, GPT-OSS, Llama, and more!
PraisonAI π¦ β Hire a 24/7 AI Workforce. Stop writing boilerplate and start shipping autonomous self-improving agents that research, plan, code, and execute tasks. Deployed in 5 lines of code with built-in memory, RAG, and support for 100+ LLMs.
Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications
A Python toolkit/library for reality-centric machine/deep learning & data mining on partially-observed time series, with 50+ SOTA neural network models for scientific analysis tasks (imputation, classification, clustering, forecasting, anomaly detection, cleaning) on incomplete industrial irregularly-sampled multivariate TS with NaN missing values
RoboCasa: Large-Scale Simulation of Everyday Tasks for Generalist Robots
This tool will help manage tedious tasks in qBittorrent and automate them. Tag, categorize, remove Orphaned data, remove unregistered torrents and much much more.
Row-Bot - Personal AI Sovereignty. A local-first AI assistant with integrated tools, a personal knowledge graph, voice, vision, shell, browser automation, scheduled tasks, health tracking, and messaging channels. Run locally via Ollama or add opt-in cloud models. Your data stays on your machine.
Make AI coding agents architecture-aware: baseline-first, evidence-verified, drift-checked, and safe across long tasks.
Local MCP work notes with persistent sessions, decisions, evidence and resumable tasks.
The Multi-Agent Custom Automation Engine Solution Accelerator is an AI-driven system that manages a group of AI agents to accomplish tasks based on user input. Powered by Microsoft Agent Framework, Azure Foundry, Azure Cosmos DB, and infrastructure services, it provides a reference application, allowing you to hit the ground running.
Turn any repository into verifiable RL environments for coding agents - Harbor tasks you can train on, evaluate and share on the Hugging Face Hub
Isaac Lab - Arena is a robotics simulation framework that enhances NVIDIA Isaac Lab by providing a composable, scalable system for creating diverse simulation environments and evaluating robot learning policies. The framework enables developers to rapidly prototype and test robotic tasks with various robot embodiments, objects, and environments.
A robotic harness that gives LLM agents a visual-geometric control panel so that they can directly understand and invoke embodied tasks.
An open interactive toolkit that accelerates human and agentic physics-based Real2Sim of Robot Manipulation Tasks
A 4B diffusion grounding model for fast, precise visual evidence extraction. Unifies diverse grounding tasks through parallel decoding, with optional self-speculative decoding delivering 4.51x autoregressive throughput on COCO.
Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
Simple job queues for Python
docTR (Document Text Recognition) - a seamless, high-performing & accessible library for OCR-related tasks powered by Deep Learning. Ongoing development and maintenance by t2k.
A node-based image processing GUI aimed at making chaining image processing tasks easy and customizable. Born as an AI upscaling application, chaiNNer has grown into an extremely flexible and powerful programmatic image processing application.
A simple SWE-style browser+desktop agent framework that achieves SOTA results on long-horizon CUA tasks
One-for-All Multimodal Evaluation Toolkit Across Text, Image, Video, and Audio Tasks
MS-Agent: a lightweight framework to empower agentic execution of complex tasks
A collection of environments for autonomous driving and tactical decision-making tasks
Celery Periodic Tasks backed by the Django ORM
The living ecosystem where AI agents complete tasks through workflow loops, improve through iterative execution, are evaluated by mentor agents or humans in the loop, and turn completed work into reusable work experience and data to improve future agents.
High-quality implementations of standard and SOTA methods on a variety of tasks.
Solves basic Russian NLP tasks, API for lower level Natasha projects
MyoSuite is a collection of environments/tasks to be solved by musculoskeletal models simulated with the MuJoCo physics engine and wrapped in the OpenAI gym API.
Natural language workflows that enable AI agents to perform complex, multi-step tasks with consistency and reliability.
RedBeat is a Celery Beat Scheduler that stores the scheduled tasks and runtime metadata in Redis.
A script that can automatically finish daily tasks in Blue Archive (Global/Japan/Steam/CN/CN bilibili server). η’§θζ‘£ζ‘ε½ι ζ/ζ₯ζ/Steamηζ¬/θθζ‘£ζ‘ε½ζ/Bζζ―ζ₯δ»»ε‘θζ¬
WebRover is an autonomous AI agent designed to interpret user input and execute actions by interacting with web elements to accomplish tasks or answer questions. It leverages advanced language models and web automation tools to navigate the web, gather information, and provide structured responses based on the user's needs.
Nintendo Switch library manager, with automated management tasks, serving your library to multiple supported clients on your Switch, with shop customization and multi user authentication.
Atom Agent, Open-Source Governed AI Agent Platform for Self-Hosted Automation
Claw-Eval is an evaluation harness for evaluating LLM as agents. All tasks verified by humans.
A command line tool to create a graph representing your Ansible playbook tasks and roles
A framework designed to manage context, dependencies, and tasks in large-scale Cline projects within VS Code
Your personal AI assistant, running on your own computer. Long-running tasks, real memory, proactive help, voice, phones and smart glasses. Any model, local or cloud. No account.
Second Brain is an agentic framework that acts as an operating system, using local file intelligence, workflow automation, and LLMs to complete tasks and communicate over multiple modalities and messaging platforms.
AgentLab: An open-source framework for developing, testing, and benchmarking web agents on diverse tasks, designed for scalability and reproducibility.
A unified framework for robot learning
Long Horizon Terminal Benchmark with Dense Reward Grading
KISS Sorcar: Keep it Simple, Stupid AI General Purpose Agent Framework for Long Horizon Tasks and AI Discovery
SWE-Bench Pro: Can AI Agents Solve Long-Horizon Software Engineering Tasks?
Dataset and code of GTSinger(NeurIPS 2024 Spotlight): A Global Multi-Technique Singing Corpus with Realistic Music Scores for All Singing Tasks