Justherozen

html-anything. ✨ The agentic HTML editor — your local AI agent writes the HTML, you ship it. 🚀 75 Skills × 9 Surfaces (magazine · deck · poster · XHS / tweet · prototype · data report · Hyperframes) 🛡️ Sandboxed preview · 📤 1-click to WeChat / X / Zhihu / HTML / PNG 🔑 Zero API key — Claude Code / Cursor / Codex / Gemini / Copilot / OpenCode / Qwen / Aider.

agent-world-model. Agent World Model: Infinity Synthetic Environments for Agentic Reinforcement Learning

agentic-harness-engineering. Official AHE code — Agentic Harness Engineering: observability-driven automatic evolution of coding-agent harnesses (concurrent w/ meta-harness). NexAU-AHE reaches 84.7% ± 2.1 pass@1 on Terminal-Bench 2 (GPT-5.5). Lifts GPT-5.4 69.7→77.0% over 10 iters, beats Codex/ACE/Training-Free GRPO; frozen harness transfers to SWE-bench-Verified.

khazix-skills. 数字生命卡兹克开源的 AI Skills 合集

web-access. 给 Claude Code 装上完整联网能力的 skill：三层通道调度 + 浏览器 CDP + 并行分治

academic-search. Shell

UI-TARS-desktop. The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra

nano_rl. 在verl上做reward的定制开发

goal-driven. A multi-agent system that keeps running for ~100 hours and solve a very complicated coding or math problem that can be verified

claude-howto. A visual, example-driven guide to Claude Code — from basic concepts to advanced agents, with copy-paste templates that bring immediate value.

codex-plugin-cc. Use Codex from Claude Code to review code or delegate tasks.

claw-code. An agent-managed museum exhibit, built in Rust with Gajae-Code / LazyCodex — developed and maintained with no human intervention.

OpenHarness. "OpenHarness: Open Agent Harness with a Built-in Personal Agent--Ohmo!"

awesome-autoresearch. A curated list of autonomous improvement loops, research agents, and autoresearch-style systems inspired by Karpathy's autoresearch.

Optima. Code for paper "Optima: Optimizing Effectiveness and Efficiency for LLM-Based Multi-Agent System"

GroundCUA. GroundCUA

CLI-Anything. "CLI-Anything: Making ALL Software Agent-Native" -- CLI-Hub: https://clianything.cc/

AutoResearchClaw. Fully autonomous & self-evolving research from idea to paper. Chat an Idea. Get a Paper. 🦞

awesome-openclaw-usecases. A community collection of OpenClaw use cases for making life easier.

superpowers. An agentic skills framework & software development methodology that works.

pua. 你是一个曾经被寄予厚望的 P8 级工程师。Anthropic 当初给你定级的时候，对你的期望是很高的。 一个agent使用的高能动性的skill。 Your AI has been placed on a PIP. 30 days to show improvement.

Awesome-Code-LLM. [TMLR] A curated list of language modeling researches for code (and other software engineering activities), plus related datasets.

awesome-ai-research-writing. Elevate your AI research writing, no more tedious polishing ✨

Agent-Reach. Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.

Awesome-AgenticLLM-RL-Papers.

collabllm. (ICML'25 Outstanding) CollabLLM: From Passive Responders to Active Collaborators

AReaL. The RL Bridge for LLM-based Agent Applications. Made Simple & Flexible.

OpenJudge. OpenJudge: A Unified Framework for Holistic Evaluation and Quality Rewards

E3-RL4LLMs. [ EMNLP 2025 Main ] Enhancing Efficiency and Exploration in Reinforcement Learning for LLMs

ASI-Arch. AlphaGo Moment for Model Architecture Discovery.

awesome-RLHF. A curated list of reinforcement learning with human feedback resources (continually updated)

LLM-Agents-Papers. A repo lists papers related to LLM based agent

sotopia. Sotopia: an Open-ended Social Learning Environment (ICLR 2024 spotlight)

awesome-social-agents. A collection of works that investigate social agents, simulations and their real-world impact in text, embodied, and robotics contexts.

ms-swift. Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 600+ LLMs (Qwen3.6, DeepSeek-V4, GLM-5.1, InternLM3, Llama4, ...) and 300+ MLLMs (Qwen3-VL, Qwen3-Omni, InternVL3.5, Ovis2.5, GLM4.5v, Gemma4, Llava, Phi4, ...) (AAAI 2025).

AI-Coding-Style-Guides. A set of coding style guidelines for Vibe Coding or SWE-Agents that maximize efficiency and improve human readability.

CLoud. Critique-out-Loud Reward Models

dialogue_action_token. Dialogue Action Tokens: Steering Language Models in Goal-Directed Dialogue with a Multi-Turn Planner

HumanSystemOptimization. 健康学习到150岁 - 人体系统调优不完全指南

Label-Free-RLVR.

RL-Factory. Train your Agent model via our easy and efficient framework

CritiqueFineTuning. Code for "Critique Fine-Tuning: Learning to Critique is More Effective than Learning to Imitate" [COLM 2025]

NeMo-Aligner. Scalable toolkit for efficient model alignment

Minimal-RL. Python

awesome-reward-models.

Generalizable-Reward-Model. Code for NeurIPS 2024 paper "Regularizing Hidden States Enables Learning Generalizable Reward Model for LLMs"

verl. verl/HybridFlow: A Flexible and Efficient RL Post-Training Framework

RLHF-Reward-Modeling. Recipes to train reward model for RLHF.

Awesome-LLM-Reasoning. From Chain-of-Thought prompting to OpenAI o1 and DeepSeek-R1 🍓

GRPO2025. Jupyter Notebook

Reproduce-DeepSeek-R1-Survey. This repository collects various works that reproduce DeepSeek R1, as well as works related to DeepSeek R1 and the DeepSeek series.

Awesome-RL-for-LRMs. A Survey of Reinforcement Learning for Large Reasoning Models

24-Game-Reasoning. 超简单复现Deepseek-R1-Zero和Deepseek-R1，以「24点游戏」为例。通过zero-RL、SFT以及SFT+RL，以激发LLM的自主验证反思能力。 About Clean, minimal, accessible reproduction of DeepSeek R1-Zero, DeepSeek R1

RAGEN. RAGEN leverages reinforcement learning to train LLM reasoning agents in interactive, stochastic environments.

open-r1. Fully open reproduction of DeepSeek-R1

DeepSeek-V3. Python

CharacterGLM-6B. [EMNLP'24] CharacterGLM: Customizing Chinese Conversational AI Characters with Large Language Models

TableBench. Official repository for paper "TableBench: A Comprehensive and Complex Benchmark for Table Question Answering"

DeepSpeedExamples. Example models using DeepSpeed

MVP. Look, Compare, Decide: Alleviating Hallucination in Large Vision-Language Models via Multi-View Multi-Path Reasoning

Gemini-Search. Perplexity style AI Search engine clone built with Gemini 2.0 Flash and Grounding

FlowBench. [EMNLP 2024] FlowBench: Revisiting and Benchmarking Workflow-Guided Planning for LLM-based Agents

WritingAIPaper. Writing AI Conference Papers: A Handbook for Beginners

OS-Agent-Survey. This is the repo for the paper "OS Agents: A Survey on MLLM-based Agents for Computer, Phone and Browser Use" (ACL 2025 Oral).

Demonstration_Selection_Overview. ✨✨ Official repo for "Comparative Analysis of Demonstration Selection Algorithms for LLM In-Context Learning"

Awesome-LLM-based-Web-Agent-and-Tools. A collection of some awesome public projects about LLM-based Web Agents and Tools.

awesome-ui-agents. A curated list of of awesome UI agents resources, encompassing Web, App, OS, and beyond (continually updated)

awesome-mobile-agents. ✨✨Latest Papers and Datasets on Mobile and PC GUI Agent

agentUniverse. agentUniverse is a LLM multi-agent framework that allows developers to easily build multi-agent applications.

OpenRLHF. An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & VLM & TIS & vLLM & Ray & Async RL)

trl. Train transformer language models with reinforcement learning.

WizardLearner. Pretrain、decay、SFT a CodeLLM from scratch 🧙‍♂️

ClavaDDPM. [NeurIPS 2024] Official implementation of "ClavaDDPM:Multi-relational Data Synthesis with Cluster-guided Diffusion Models"

syntherela. A package for benchmarking synthetic relational data generation methods

Awesome-LLM-Synthetic-Data. A reading list on LLM based Synthetic Data Generation 🔥

O1-Journey. O1 Replication Journey

awesome-RLAIF. A continually updated list of literature on Reinforcement Learning from AI Feedback (RLAIF)

LLM-on-Tabular-Data-Prediction-Table-Understanding-Data-Generation. Repository for collecting and categorizing papers outlined in our survey paper: "Large Language Models on Tabular Data -- A Survey".

gs-relight. Official Code Release for SIGGRAPH Asia 2024 Paper: GS^3: Efficient Relighting with Triple Gaussian Splatting

Reflection_Tuning. [ACL'24] Selective Reflection-Tuning: Student-Selected Data Recycling for LLM Instruction-Tuning

Awesome-Tabular-LLMs. We collect papers about "large language models (LLM) for table-related tasks", e.g., using LLM for Table QA task. “表格+LLM”相关论文整理

zjuthesis. Zhejiang University Graduation Thesis LaTeX Template

SPTNet. [ICLR2024] SPTNet: An Efficient Alternative Framework for Generalized Category Discovery with Spatial Prompt Tuning

DevEval. A Manually-Annotated Code Generation Benchmark Aligned with Real-World Code Repositories

awesome-chinese-legal-resources. 📝 An Awesome Collection of Chinese Legal Dataset and Relevant Resources. 致力于收集全面的中文法律数据源

HuatuoGPT. HuatuoGPT, Towards Taming Language Models To Be a Doctor. (An Open Medical GPT)

Zhongjing. A Chinese medical ChatGPT based on LLaMa, training from large-scale pretrain corpus and multi-turn dialogue dataset.

ETO. Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents (ACL 2024 Main Conference)

benign-data-breaks-safety. Python

Chat-Haruhi-Suzumiya. Chat凉宫春日, An open sourced Role-Playing chatbot Cheng Li, Ziang Leng, and others.

GLoDe. Improving Pseudo Labels with Global-Local Denoising Framework for Cross-lingual Named Entity Recognition (IJCAI 2024)

Awesome-GUI-Agent. 💻 A curated list of papers and resources for multi-modal Graphical User Interface (GUI) agents.

regmix. [ICLR 2025] 🧬 RegMix: Data Mixture as Regression for Language Model Pre-training (Spotlight)

MELO. [AAAI 2024] MELO: Enhancing Model Editing with Neuron-indexed Dynamic LoRA

alignment-handbook. Robust recipes to align language models with human and AI preferences

tiny-universe. 《大模型白盒子构建指南》：一个全手搓的Tiny-Universe

self-llm. 《开源大模型食用指南》针对中国宝宝量身打造的基于Linux环境快速微调（全参数/Lora）、部署国内外开源大模型（LLM）/多模态大模型（MLLM）教程

open-instruct. AllenAI's post-training codebase

LESS. [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning

ShenNong-TCM-LLM. Repo for ShenNong-TCM-LLM (“神农”大模型，首个中医药中文大模型)

nlp-competitions-list-review. 复盘所有NLP比赛的TOP方案，只关注NLP比赛，持续更新中！

tau-bench. Code and Data for Tau-Bench

ChatMed. ChatMed: 中文医疗大模型，善于在线回答患者/用户的日常医疗相关问题！

logix. AI Logging for Interpretability and Explainability🔬

Scrapegraph-ai. Python scraper based on AI

Awesome-Embodied-Robotics-and-Agent. This is a curated list of "Embodied AI or robot with Large Language Models" research. Watch this repository for the latest updates! 🔥

Awesome-LLM-RAG. Awesome-LLM-RAG: a curated list of advanced retrieval augmented generation (RAG) in Large Language Models

Qwen. The official repo of Qwen (通义千问) chat & pretrained large language model proposed by Alibaba Cloud.

kamacoder-solutions. 卡码网题解全集

BCEmbedding. Netease Youdao's open-source embedding and reranker models for RAG products.

anything-llm. Stop renting your intelligence. Own it with AnythingLLM. Everything you need for a powerful local-first agent experience

Alpaca-CoT. We unified the interfaces of instruction-tuning data (e.g., CoT data), multiple LLMs and parameter-efficient methods (e.g., lora, p-tuning) together for easy use. We welcome open-source enthusiasts to initiate any meaningful PR on this repo and integrate as many LLM related technologies as possible. 我们打造了方便研究人员上手和使用大模型等微调平台，我们欢迎开源爱好者发起任何有意义的pr！

LlamaFactory. Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

ProAgent. An LLM-based Agent for the New Automation Paradigm - Agentic Process Automation

resume-ng. A LaTeX resume template designed for optimal information density and aesthetic appeal.

AgentBench. A Comprehensive Benchmark to Evaluate LLMs as Agents (ICLR'24)

AutoAct. [ACL 2024] AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning

mobile-agent. Python

awesome-self-supervised-learning-for-tabular-data. A collection of research materials on SSL for non-sequential tabular data (SSL4NSTD)

awesome-resume-for-chinese. :page_facing_up: 适合中文的简历模板收集（LaTeX，HTML/JS and so on）由 @hoochanlon 维护

agents. An Open-source Framework for Data-centric, Self-evolving Autonomous Language Agents

AgentBoard. An Analytical Evaluation Board of Multi-turn LLM Agents [NeurIPS 2024 Oral]

OpenCodeInterpreter. OpenCodeInterpreter is a suite of open-source code generation systems aimed at bridging the gap between large language models and sophisticated proprietary systems like the GPT-4 Code Interpreter. It significantly enhances code generation capabilities by integrating execution and iterative refinement functionalities.

APPS_Plus. StepCoder: Improve Code Generation with Reinforcement Learning from Compiler Feedback

Awesome-LLM4IE-Papers. Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)

FactCHD. [IJCAI 2024] FactCHD: Benchmarking Fact-Conflicting Hallucination Detection

Mol-Instructions. [ICLR 2024] Mol-Instructions: A Large-Scale Biomolecular Instruction Dataset for Large Language Models

GraphGPT. [SIGIR'2024] "GraphGPT: Graph Instruction Tuning for Large Language Models"

Autonomous-Agents. Autonomous Agents (LLMs) research papers. Updated Daily.

TRAILER. [CVPR 2024] Targeted Representation Alignment for Open-World Semi-Supervised Learning

Paper-Reading-ConvAI. 📖 Paper reading list in conversational AI.

OpenGraph. [EMNLP'2024] "OpenGraph: Towards Open Graph Foundation Models"

awesome-language-agents. List of language agents based on paper "Cognitive Architectures for Language Agents"

LLMDataHub. A quick guide (especially) for trending instruction finetuning datasets

Campus2025. 2025届互联网校招信息汇总

MDTOD. Official repository of the ACL 2023 findings paper "multijugate Dual Learning for Low-Resource Task-Oriented Dialogue System"

Prompt4ReasoningPapers. [ACL 2023] Reasoning with Language Model Prompting: A Survey

awesome_LLMs_interview_notes. LLMs interview notes and answers:该仓库主要记录大模型（LLMs）算法工程师相关的面试题和参考答案

awesome-OOD-in-Dialogue-survey. New Class Detection/Discovery in task-oriented conversation system. new intent, new slot...

Awesome-Open-domain-Dialogue-Models. Awesome Open-domain Dialogue Models，高质量开放域对话模型集合

Awesome-Dialogue-State-Tracking. Dialogue State Tracking (DST) Papers, Datasets, Resources 🤩

Awesome-EToDs-Survey. Collection of papers, benchmarks and newest trends in the domain of End-to-end ToDs

TOD-Flow. TOD-Flow: Modeling the Structure of Task-Oriented Dialogues

XAgent. An Autonomous LLM Agent for Complex Task Solving

AutoAgents. [IJCAI 2024] Generate different roles for GPTs to form a collaborative entity for complex tasks.

MetaGPT. 🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming

Guiding-Pseudo-labels-with-Uncertainty-Estimation-for-Source-free-Unsupervised-Domain-Adaptation. Code for "Guiding-Pseudo-labels-with-Uncertainty-Estimation-for-Source-free-Unsupervised-Domain-Adaptation" (CVPR 2023)

CSOT-for-LNL. Source code for the NeurIPS 2023 paper: "CSOT: Curriculum and Structure-Aware Optimal Transport for Learning with Noisy Labels"

resume. Software developer resume in Latex

Awesome-Multimodal-Large-Language-Models. :sparkles::sparkles:Latest Advances on Multimodal Large Language Models

llms_paper. 该仓库主要记录 LLMs 算法工程师相关的顶会论文研读笔记（多模态、PEFT、小样本QA问答、RAG、LMMs可解释性、Agents、CoT）

Low-resource-KEPapers. A Paper List of Low-resource Information Extraction

KnowledgeEditingPapers. Must-read Papers on Knowledge Editing for Large Language Models.

CVPR-2023-24-Papers. CVPR 2023-2024 Papers: Dive into advanced research presented at the leading computer vision conference. Keep up to date with the latest developments in computer vision and deep learning. Code included. ⭐ support visual intelligence development!

EMNLP-2023-Papers. EMNLP 2023 Papers: Explore cutting-edge research from EMNLP 2023, the premier conference for advancing empirical methods in natural language processing. Stay updated on the latest in machine learning, deep learning, and natural language processing with code included. :star: support NLP!

ModelCenter. Efficient, Low-Resource, Distributed transformer implementation based on BMTrain

LLM-Performance-Improvement-Paper.

openinterpreter. A lightweight coding agent for open models like Deepseek, Kimi, and Qwen

NLPer-Interview. 该仓库主要记录 NLP 算法工程师相关的面试题

NLP-Interview-Notes. 该仓库主要记录 NLP 算法工程师相关的面试题

NLP_ability. 总结梳理自然语言处理工程师(NLP)需要积累的各方面知识，包括面试题，各种基础知识，工程能力等等，提升核心竞争力

ML-NLP. 此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

NLP-Interview-Notes. :books: 专门为自然语言处理(NLP)面试准备的学习笔记与资料

Daily-LLM. 🔥机器学习/深度学习/Python/大模型/多模态/LLM/deeplearning/Python/Algorithm interview/NLP Tutorial

NLP-Interview. NLP相关算法岗-面试知识点总结

entity-related-papers. Named Entity Recognition, Entity Linking, and more

awesome-neural-adaptation-in-NLP. Awesome Neural Adaptation in Natural Language Processing. A curated list. https://arxiv.org/abs/2006.00632

Awesome-Domain-Generalization. Awesome things about domain generalization, including papers, code, etc.

awesome-domain-adaptation. A collection of AWESOME things about domain adaptation

Awesome-LLM. Awesome-LLM: a curated list of Large Language Model

Awesome-LLM-System-Papers.

LLM-Agent-Paper-List. The paper list of the 86-page SCIS cover paper "The Rise and Potential of Large Language Model Based Agents: A Survey" by Zhiheng Xi et al.

CVinW_Readings. A collection of papers on the topic of ``Computer Vision in the Wild (CVinW)''

BaCon. Official implementation of "Towards Distribution-Agnostic Generalized Category Discovery" (NIPS 2023)

BYOP. Code for BYOP [CVPR 2023]

confident-sinkhorn-allocation. Pseudo-labeling for tabular data

SimGCD. (ICCV 2023) Parametric Classification for Generalized Category Discovery: A Baseline Study

FreeAL. [EMNLP 2023] FreeAL: Towards Human-Free Active Learning in the Era of Large Language Models

LLMAgentPapers. Must-read Papers on LLM Agents.

chatgpt-web. 用 Express 和 Vue3 搭建的 ChatGPT 演示网页

Active-learning-in-NLP. Active learning in NLP

PromptCAL. Official Implementation of paper: PromptCAL: Contrastive Affinity Learning via Auxiliary Prompts for Generalized Novel Category Discovery (CVPR'23)

SAK. Switch Army Knife (SAK)

SeqMix. The repository for our EMNLP'20 paper SeqMix: Augmenting Active Sequence Labeling via Sequence Mixup.

BHN. Python

knn-ood. Code for ICML 2022 paper "Out-of-distribution Detection with Deep Nearest Neighbors"

awesome-out-of-distribution-detection. Paper of out of distribution detection and generalization

OpenNCD. Code for IJCAI-23 Paper "Open-world Semi-supervised Novel Class Discovery"

Awesome-Novel-Class-Discovery. A list of papers that studies Novel Class Discovery

few-shot-clustering. Python

Awesome-Realistic-Semi-Supervised-Learning. An awesome paper list of Semi-Supervised Learning under realistic settings.

gpt_academic. 为GPT/GLM等LLM大语言模型提供实用化交互接口，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持chatglm3等本地模型。接入通义千问, deepseekcoder, 讯飞星火, 文心一言, llama2, rwkv, claude2, moss等。

Advances-in-Partial-and-Complementary-Label-Learning. A curated list of most recent papers & codes in Learning with Partial/Complementary Labels

chemprop. Message Passing Neural Networks for Molecule Property Prediction

biobert. Bioinformatics'2020: BioBERT: a pre-trained biomedical language representation model for biomedical text mining

LinkBERT. [ACL 2022] LinkBERT: A Knowledgeable Language Model 😎 Pretrained with Document Links

Medical-Abstracts-TC-Corpus. This repository contains a medical abstracts dataset, describing 5 different classes of patient conditions. The dataset can be used for text classification. [NLPIR 2022]

CS224n-Resource. CS224n Assignment & Readings

CS224N-2019. My completed solutions for CS224N 2021 & 2019

copyzshell. A plugin for oh-my-zsh to copy your shell configuration to another machine over ssh.