Clone any .pptx into your own deck — OpenAI gpt-image-2 mimics the layout, you supply the content. 10 bundled styles. | 把任何 .pptx 模板"抄"成你的 PPT：gpt-image-2 仿版式、你换内容，另含 10 套精选风格。Claude Code / OpenCla…

The official codebase for our paper, FLEX: Continuous Agent Evolution via Forward Learning from Experience.

Evaluating the ability of LLM Agents to conduct research: the core focus is — what exactly are the gaps between AI Agents and real human researchers?

Papers about agentic AI and AI agents for spatio-temporal data.

Benchmarking Agents on Real-World Terminal Tasks

The official repository of "Position: Agentic Evolution is the Path to Evolving LLMs".

EvoSkill — An open-source framework that automatically discovers and synthesizes reusable agent skills from failed trajectories to improve coding agent performance.

Official codebase of the paper -- Trace2Skill: Distill Trajectory-Local Lessons into Transferable Agent Skills

SkillGrad: Optimizing Agent Skills Like Gradient Descent

SkillOpt is a text-space optimizer that trains reusable natural-language skills for frozen LLM agents through trajectory-driven edits, validation-gated updates, and deployable best_skill.md artifacts.

🚀 EvoAgentX: Building a Self-Evolving Ecosystem of AI Agents

LLM-agents benchmark set of geospatial tasks requiring multi-step tool use; and LLM-as-Judge based evaluation framework.

A curated list of awesome in-context segmentation (ICS) papers, benchmarks, datasets, and resources.

MTRefSeg: An Open-Source Benchmark and Baseline for Multi-temporal Referring Segmentation

[AAAI26 Oral] "SM3Det: A Unified Model for Multi-Modal Remote Sensing Object Detection" and [ICML 26] "Unifying Heterogeneous Multi-Modal Remote Sensing Detection Via Language-Pivoted Pretraining"

OpenEarthAgent is a unified framework for tool-augmented geospatial agents.

[CVPR 2026 🔥] ThinkGeo is a Comprehensive Benchmark to evaluate Tool-Augmented Agents for Remote Sensing Tasks

[ICML'26] Agent0 Series: Self-Evolving Agents from Zero Data

A Survey of Self-Evolving Agents | A curated list of resources (surveys, papers, benchmarks, and opensource projects) on Self-Evolving Agents.

[ICLR 2026] The official implementation of the paper “Earth-Agent: Unlocking the Full Landscape of Earth Observation with Agents”

Reusable CVPR 2026 poster planning skill for Codex and Claude Code.

[NeurIPS 2025] ARGenSeg: Image Segmentation with Autoregressive Image Generation Model

[Survey] A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems

A curated list of awesome resources for Vision-Language Navigation (VLN) in Unmanned Aerial Vehicles (UAVs) / Aerial Robotics.

AI-assisted academic posters.

[NeurIPS 2025] Open-source Multi-agent Poster Generation from Papers

OlmoEarth projects

Harness Engineering 学习指南 — 从概念理解到独立实践的深度学习档案