apple-aiml-research / ml-rsi-inference-bench

A Long-Horizon Benchmark for Self-Improving Inference Systems

bytedance / deer-flow

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.

baidu / Unlimited-OCR

Unlimited OCR Works: Welcome the Era of One-shot Long-horizon Parsing.

cocoindex-io / cocoindex

Incremental engine for long horizon agents 🌟 Star if you like it!

zai-org / GLM-5

GLM-5: From Vibe Coding to Agentic Engineering

loopx-project / loopx

Local-first control plane and research workbench for long-horizon agents and teams. Durable goals, governed collaboration, and cited trajectory analysis.

microsoft / CUAWright

A simple SWE-style browser+desktop agent framework that achieves SOTA results on long-horizon CUA tasks

Tiger3807861189 / J-Space-Cognition-Suite

J-Space Cognition Suite — a model-agnostic inference-time control suite for deep reasoning, long-horizon work, verification, and recovery. Based on Anthropic's J-space global workspace research.

SkyworkAI / Matrix-Game

Matrix-Game 4.0: Streaming Neural Rendering for Playable Games

jd-opensource / JoyAI-Echo

JoyAI-Echo-1.5: Long-Horizon Audio-Visual Generation for Persistent Stories and Interactive Worlds

AMAP-ML / LongHorizon-Harness

The long-horizon computer-use harness. Run AI agents across desktop apps and the CLI for extended periods while preserving task state and making reliable progress on complex workflows. Features fresh-context execution, durable verified state, independent auditing, recoverable progress, and native Claude Code / Codex / OpenClaw integration.

amap-cvlab / ABot-Recon

Streaming 3D reconstruction from only video input: Revisiting Local Context for Long-Horizon Streaming 3D Reconstruction

Accio-org / CommerceAgentBench

CommerceAgentBench: Benchmarking Long-Horizon Agents in High-Fidelity, Stateful, and Reproducible Replicas of Real Online Services

XYZ-AI-Lab / AxisAgentic

AxisAgentic: An Extensible Runtime and Trajectory-Collection Framework for Long-Horizon Agents.

cayu-dev / cayu

Cayu is an open-source Python framework for building and running domain-specific long-horizon agents, with a durable runtime built in.

AlayaLab / Evoke

Official implementation of EVOKE: Endless Interactive World with Bounded State and Long-Horizon Supervision. A three-step, CFG-free interactive world model. SOTA on WBench.

RUC-NLPIR / Awesome-Long-Horizon-Agents

The roadmap of long-horizon agents

AlayaLab / AlayaWorld

Full-stack open-source interactive long-horizon world model.

SAIL-Research-Lab / cheetahclaws

CheetahClaws: A Fast and Easy-to-Use Agent Harness Infrastructure for Long-Horizon, Multi-Model, and Tool-Using AI Systems

Junchao-cs / SolarWM

Open data and scalable training for long-horizon video world models.

verl-project / uni-agent

Uni-Agent is a framework for training long-horizon agents.

lucienhuangfu / eLLM

eLLM: Run Long-Horizon Inference Faster on CPUs Than on GPUs

Omni-Interaction-Gander / Omni-Interaction-Agent

Open-source end-to-end omni interaction agent for natural full-duplex voice collaboration, continuous audio-visual perception, and asynchronous long-horizon agentic execution.

zli12321 / LHTB

Long Horizon Terminal Benchmark with Dense Reward Grading

scaleapi / SWE-bench_Pro-os

SWE-Bench Pro: Can AI Agents Solve Long-Horizon Software Engineering Tasks?

PV-Bhat / vibe-check-mcp-server

Vibe Check is a tool that provides mentor-like feedback to AI Agents, preventing tunnel-vision, over-engineering and reasoning lock-in for complex and long-horizon agent workflows. KISS your over-eager AI Agents goodbye! Effective for: Coding, Ambiguous Tasks, High-Risk tasks

yangheng95 / opencorvus

DIY your own agent team harness for long-horizon agent work

mikamikasuki / forest

FOREST is a research agent for long-horizon science, where evidence gets lost, errors compound, and goals drift. It explores ideas, reads literature, forms hypotheses, runs real experiments, analyzes results, revises paths, and builds a full paper—all in an editable graph you can inspect, branch, redirect, with claims and figures linked to evidence

Yaxin9Luo / AutoDesign

The open-source design agent and harness, better than Claude Design on academic communication artifacts production. This DesignHarness can also be used with any coding harness you like ( Codex/Claude Code/Kimi Code/Pi/OpenCode etc..) and any agentic model you want.

Gen-Verse / Recuris

Recursive Experiential–Working Memory Evolution for Long-Horizon Agent Harnesses

aiming-lab / RSI-Exam

RSI-Exam: Measuring Recursive Self-Improvement on Long-Horizon, Executable Research Tasks · Discord https://discord.gg/FBzhepyE

KaiWU5 / Awesome-AI4AI

Updated weekly — until humanity achieves AI4AI. AI4AI Survey: can AI reliably improve AI? 223 papers on long-horizon agents, benchmarks, harness design, and recursive self-improvement.

KhanCold / merchantbench

MerchantBench is a 365-day, order-level benchmark for evaluating the long-term coherence of LLM agents in seller-side e-commerce operations.

microsoft / ArgusAgent

A persistent, reviewed multi-agent runtime for long-horizon research and engineering.

Coral-Protocol / AgentRadio

AgentRadio: Passive Awareness for Long-Horizon Multi-Agent Collaboration

xjywhu / Awesome-Long-Horizon-SE-Agents

A curated collection and T0–T3 task-horizon taxonomy of papers, benchmarks, and methods for long-horizon software engineering agents.

YuyaoGe / doc2harness

Official Code for the paper "Doc2Harness: Benchmarking LLMs on Long-Horizon Harness Engineering of Coding Agents "

QwenLM / E-CommerceBench

Long-horizon benchmark where 18 LLM agents got ¥100,000 each and ran simulated online stores for 365 days on real market data: negotiating with suppliers, pricing, managing inventory, keeping cash flow alive.

DAGroup-PKU / ViGAR

Rethinking World-Action Model for Compositional and In-context Robotic Manipulation

cchen1436 / JarvisBench

Benchmark for allocating scarce user attention during long-horizon agent work

google-deepmind / amplio

Amplio: A Lightweight Agent Harness for Robust and Long-Horizon Runs

OpenBMB / SimpleMemVLA

Native-video memory for vision-language-action models, using timestamped visual history and exact streaming inference for long-horizon robot manipulation.

Accio-org / BusinessArena

Long-horizon arena for end-to-end business agents

Andy-611 / dairy-bench

DairyBench: A Long-Horizon Multi-Agent Benchmark for Business Decision-Making

nguyenvuthientrang / cliffcompaction

CliffCompaction — autocompaction for long-horizon coding agents

AI-Safety-Institute / transect

Transcript analysis for long-horizon agent evaluations

leeruibin / avatarforever

Real-time, long-horizon audio-driven avatar generation via decoupled parallel training.

zhifeichen097 / ReWorld

ReWorld: An Interactive World Model with Long-Horizon Memory

Xiangyue-Zhang / StreamTalk

🔥 [ECCV 2026] StreamTalk: Streaming Co-Speech Gesture Generation with Key-Pose Anchoring

SNU-ADR / Odyssey

A Closed-Loop Benchmark for Long-Horizon Real-World Driving with Explicit Navigation Routes

lixiaochuan2020 / agentic-context-management

This is the official repository for the paper "ACM: Agentic Context Management for Long-Horizon Tasks" [https://arxiv.org/abs/2607.23809]

Gen-Verse / Skill-Entropy-RL

[NeurIPS 2026] Toward Skill-Native LLMs: Skill Entropy for Benchmarking and Training Long-Horizon Reasoning

zju3dv / geometry-as-address

[ARXIV 2026] Geometry as Address: Routing Attention to Visual Memory for Long-Horizon Camera-Controlled Video Generation

wbopan / tastebench

Taste-Bench: measuring the long-horizon judgment of LLM agents at real decision forks

jaz-lang / jaz-evals

Reproduction package for "Harness as a Language: A Minimalist Agent Framework With Maximal Expressivity" — ten agent arms across AppWorld and StuLife

hcipengm / cogneva

Distributed AI multi-agent autonomous system — digital employees for long-horizon tasks, running 24×7 — Meta-bootstrapping · Real-autonomous · Omni-evolution

luoyu100 / PoS

An inference-time framework for long-horizon LLM agents with explicit belief states, consistency validation, and trapping-aware recovery.

YinBo0927 / FrameMorrow

The official code of FrameMorrow: Future-Guided Frame Selection with Prospective Tokens for Long-Horizon Video Generation.

evolvent-ai / VibeLifeBench

🗓️ The hardest life-admin benchmark for agents — lawsuits, escrow shortfalls, apartment hunts, exams. 20 long-horizon tasks × 20–30 stages across 10 domains and 21 services, scored by 1247 atomic checks that read backend state, not prose. Bilingual zh/en. Current 20 tasks are relatively easy.

robot-hint / HINT

HINT: Human-Intent Inception for Long-Horizon Robot Manipulation