Tianle Cai

psgd_torch. Pytorch implementation of preconditioned stochastic gradient descent (Kron and affine preconditioner, low-rank approximation preconditioner and more)

weco-cli. Production-Grade Autoresearch. Ideal for GPU kernels, ML model development, feature engineering, prompt engineering, and other optimizable code.

batch-2. TeX

dynamic-conv1d. Triton kernels for dynamic causal short convolutions.

amuse. AMUSE optimizer implementation

pi. AI agent toolkit: unified LLM API, agent loop, TUI, coding agent CLI

ziwei-doushu. 紫微斗数开源排盘引擎 — 基于倪海夏《天纪》体系，含完整排盘算法、四化系统、格局知识库、古籍原文数据

ZeroOmega. Manage and switch between multiple proxies quickly & easily.

wterm. A terminal emulator for the web

clearwing. Python

meta-harness. Reference code for the Meta-Harness paper.

opennews-mcp. News Aggregation · AI Ratings · Trading Signals · Real-time Updates

gstack. Use Garry Tan's exact Claude Code setup: 23 opinionated tools that serve as CEO, Designer, Eng Manager, Release Manager, Doc Engineer, and QA

longbridge-terminal. AI-native CLI for the Longbridge trading platform with real-time market data, portfolio, and trading...

auth2api. Lightweight Claude OAuth to OpenAI-compatible API proxy

finance-skills. A collection of skills for AI financial analysis.

shannon. Shannon is an autonomous, white-box AI pentester for web applications and APIs. It analyzes your source code, identifies attack vectors, and executes real exploits to prove vulnerabilities before they reach production.

hermes-agent. The agent that grows with you

In-Place-TTT. Python

multica. The open-source managed agents platform. Turn coding agents into real teammates — assign tasks, track progress, compound skills.

openagents. OpenAgents - AI Agent Networks for Open Collaboration

open-agent-sdk-typescript. Agent-SDK without CLI dependencies, as an alternative to claude-agent-sdk, completely open source

pretext. Fast, accurate & comprehensive text measurement & layout

claude-code-router. Use Claude Code as the foundation for coding infrastructure, allowing you to decide how to interact with the model while enjoying updates from Anthropic.

last30days-skill. AI agent skill that researches any topic across Reddit, X, YouTube, HN, Polymarket, and the web - then synthesizes a grounded summary

dexter. An autonomous agent for deep financial research

OpenCLI. Make Any Website into CLI & Use your logged-in browser by AI agent.

grok-bridge. 🌉 Turn SuperGrok into a REST API — Safari browser automation bridge for AI agents

PolyWorld. Real-time Polymarket prediction market visualization dashboard with an interactive world map.

agent-browser. Browser automation CLI for AI agents

parameter-golf. Train the smallest LM you can that fits in 16MB. Best model wins!

hive. Python

slowrun. 100M tokens. Infinite compute. Lowest val loss wins.

lm-engine. LM engine is a library for pretraining/finetuning LLMs

context-hub. JavaScript

xiaohongshu-cli. A CLI for Xiaohongshu (小红书) — search, read, interact via reverse-engineered API

autoresearch. AI agents running research on single-GPU nanochat training automatically

flash-kmeans. Fast and memory-efficient exact kmeans

nanoclaw. A lightweight alternative to OpenClaw that runs in containers for security. Connects to WhatsApp, Telegram, Slack, Discord, Gmail and other messaging apps,, has memory, scheduled jobs, and runs directly on Anthropic's Agents SDK

twitter-cli. A CLI for Twitter/X — feed, bookmarks, and user timeline in terminal

symphony. Symphony turns project work into isolated, autonomous implementation runs, allowing teams to manage work instead of supervising coding agents.

rtk. CLI proxy that reduces LLM token consumption by 60-90% on common dev commands. Single Rust binary, zero dependencies

cli. Google Workspace CLI — one command-line tool for Drive, Gmail, Calendar, Sheets, Docs, Chat, Admin, and more. Dynamically built from Google Discovery Service. Includes AI agent skills.

openclaw-security-practice-guide. This guide is designed for OpenClaw itself (Agent-facing), not as a traditional human-only hardening checklist.

boxlite. The micro-VM for AI agents — light enough to embed on your laptop, elastic enough to power an agentic cloud.

RuView. π RuView turns commodity WiFi signals into real-time spatial intelligence, vital sign monitoring, and presence detection — all without a single pixel of video.

agent-client-protocol. A protocol for connecting any editor to any agent

acpx. Headless CLI client for stateful Agent Client Protocol (ACP) sessions

darwinian_evolver. Framework for evolving code and prompts inspired by Darwinian evolution

polymarket-cli. Rust

reverso. Python

worldmonitor. Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface

prediction-market-analysis. A framework for collecting and analyzing prediction market data, including the largest publicly available dataset of Polymarket and Kalshi market and trade data.

LOCA-bench. Benchmarking Language Agents Under Controllable and Extreme Context Growth

tvscreener. TradingView Screener API - Stock, Crypto, Forex, Bond, Futures, Coin

poker_solver. A no-limit Texas hold'em river solver using CFR variants

claude-code-tools. Practical productivity tools for Claude Code, Codex-CLI, and similar CLI coding agents.

clawdbot-feishu. TypeScript

optimizationproblems. A collection of optimization problems in mathematics

openclaw. Your own personal AI assistant. Any OS. Any Platform. The lobster way. 🦞

nautilus_trader. Production-grade Rust-native trading engine with deterministic event-driven architecture

original_performance_takehome. Anthropic's original performance take-home, now open for you to try!

x-algorithm. Algorithm powering the For You feed on X

ralph. Ralph is an autonomous AI agent loop that runs repeatedly until all PRD items are complete.

Emerging-Optimizers. Python

humanize. From Automated Idea Factory to Realization

planning-with-files. Persistent file-based planning for AI coding agents and long-running agentic tasks. Crash-proof markdown plans that survive context loss and /clear, plus a deterministic completion gate and multi-agent shared state on disk. Manus-style. Works with Claude Code, Codex CLI, Cursor, Kiro, OpenCode and 60+ agents via the SKILL.md standard.

Kronos. Kronos: A Foundation Model for the Language of Financial Markets

FinceptTerminal. FinceptTerminal is a modern finance application offering advanced market analytics, investment research, and economic data tools, designed for interactive exploration and data-driven decision-making in a user-friendly environment.

opencode. The open source coding agent.

oh-my-openagent. omo/lazycodex: The coding agent for tokenmaxxers;the one and only agent harness for complex codebases. For your Codex, for your OpenCode

E2B. Open-source, secure environment with real-world tools for enterprise-grade agents.

changedetection.io. Best and simplest tool for website change detection, web page monitoring, and website change alerts. Perfect for tracking content changes, price drops, restock alerts, and website defacement monitoring—all for free or enjoy our SaaS plan!

Folo. 🧡 Folo is the AI RSS Reader

firecrawl. The API to search, scrape, and interact with the web at scale. 🔥

RSSHub. 🧡 Everything is RSSible

newsnow. Elegant reading of real-time and hottest news

TrendRadar. ⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载，你的 AI 舆情监控助手与热点筛选工具！聚合多平台热点 + RSS 订阅，支持关键词精准筛选。AI 智能筛选新闻 + AI 翻译 + AI 分析简报直推手机，也支持接入 MCP 架构，赋能 AI 自然语言对话分析、情感洞察与趋势预测等。支持 Docker ，数据本地/云端自持。集成微信/飞书/钉钉/Telegram/邮件/ntfy/bark/slack 等渠道智能推送。

opensqt_market_maker. OpenSQT 是一个高性能、低延迟的加密货币做市商系统，专注于永续合约市场的做多网格交易策略。系统采用 Go 语言开发，基于 WebSocket 实时数据流驱动，旨在为 Binance、Bitget、Gate.io 等主流交易所提供稳定的流动性支持。

RAG-DS-Serve. [AAAI26]: DS SERVE: The Largest Open Vector Store over Pretain Data; A Framework for Efficient and Scalable Neural Retrieval

cwm. Research code artifacts for Code World Model (CWM) including inference tools, reproducibility, and documentation.

claude-agent-sdk-python. Python

autocomp. Autocomp: Optimize any AI kernel, anywhere.

below. A time traveling resource monitor for modern Linux systems

pplx-garden. Perplexity open source garden for inference technology

skills. Public repository for Agent Skills

RamTorch. RAM is all you need

PainlessInferenceAcceleration. Accelerate inference without tears

DeepResearch. Tongyi Deep Research, the Leading Open-source Deep Research Agent

arc-lang-public. Python

wikirace-llms. TypeScript

Laser. [ICLR2026] Laser: Learn to Reason Efficiently with Adaptive Length-based Reward Shaping

openai-agents-python. A lightweight, powerful framework for multi-agent workflows

UI-TARS. Pioneering Automated GUI Interaction with Native Agents

agentscope. Build and run agents you can see, understand and trust.

MiroThinker. MiroThinker is a deep research agent optimized for complex research and prediction tasks. Our latest models, MiroThinker-1.7, achieves 74.0 and 75.3 on the BrowseComp and BrowseComp Zh, respectively.

LibMTL. A PyTorch Library for Multi-Task Learning

SpecForge. Train speculative decoding models effortlessly and port them smoothly to SGLang serving.

context7. Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors

API_Sword. NSFOCUS API_Sword：A Burp Suite extension, Automatically recursively collect API endpoints from any response

refact. AI Agent that handles engineering tasks end-to-end: integrates with developers’ tools, plans, executes, and iterates until it achieves a successful result.

trae-agent. Trae Agent is an LLM-based agent for general purpose software engineering tasks.

midday. Invoicing, Time tracking, File reconciliation, Storage, Financial Overview & your own Assistant made for Freelancers

RLEP. RL with Experience Replay

Newclid. Automatic solver for plane geometry problems.

firejail. Linux namespaces and seccomp-bpf sandbox

KlearReasoner. Klear-Reasoner: Advancing Reasoning Capability via Gradient-Preserving Clipping Policy Optimization

ROLL. An Efficient and User-Friendly Scaling Library for Reinforcement Learning with Large Language Models

DFT. [ICLR 2026] On the Generalization of SFT: A Reinforcement Learning Perspective with Reward Rectification.

openevolve. Open-source implementation of AlphaEvolve

avataRL. rl from zero pretrain, can it be done? yes.

sotopia-rl. Sotopia-RL: Reward Design for Social Intelligence

flex-nano-vllm. FlexAttention based, minimal vllm-style inference engine for fast Gemma 2 inference.

ART. 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!

gpt-oss-reverse-engineering. Jupyter Notebook

harmony. Renderer for the harmony response format to be used with gpt-oss

mbridge. Bridge Megatron-Core to Hugging Face/Reinforcement Learning

gem. A Gym for Agentic LLMs

LiYing. LiYing is an automated photo processing program designed for automating the post-processing workflow of ID photos in general photo studios. | LiYing 是一套适用于自动化 完成一般照相馆后期证件照处理流程的照片自动处理的程序。

verifiers. Our library for RL environments + evals

commit0. Commit0: Library Generation from Scratch

OpenHands. 🙌 OpenHands: AI-Driven Development

siiRL. siiRL: Shanghai Innovation Institute RL Framework for Advanced LLMs and Multi-Agent Systems

SandboxFusion. Python

terminal-bench. A benchmark for LLMs on complicated tasks in the terminal

slime. slime is an LLM post-training framework for RL Scaling.

rStar. Python

cyaron. CYaRon: Yet Another Random Olympic-iNformatics test data generator

mini-swe-agent. The 100 line AI agent that solves GitHub issues or helps you in your command line. Radically simple, no huge configs, no giant monorepo—but scores >74% on SWE-bench verified!

jericho. A learning environment for man-made Interactive Fiction games.

MegaScience. [COLM 2026] MegaScience: Pushing the Frontiers of Post-Training Datasets for Science Reasoning

VeOmni. VeOmni: Scaling Any Modality Model Training with Model-Centric Distributed Recipe Zoo

learn-claude-code. Bash is all you need - A nano claude code–like 「agent harness」, built from 0 to 1

vllm-ascend. Community maintained hardware plugin for vLLM on Ascend

SkyRL. SkyRL: A Modular Full-stack RL Library for LLMs

gemini-cli. An open-source AI agent that brings the power of Gemini directly into your terminal.

POLARIS. Scaling RL on advanced reasoning models

cosmos-reason1. Cosmos-Reason1 models understand the physical common sense and generate appropriate embodied decisions in natural language through long chain-of-thought reasoning processes.

omega. Python

RLT. Training teachers with reinforcement learning able to make LLMs learn how to reason for test time scaling.

DeepTheorem. Python

nano-vllm. Nano vLLM

splus. Python

open-thoughts. Fully open data curation for reasoning models

evalchemy. Automatic evals for LLMs

zoology. Understand and test language model architectures on synthetic tasks.

massive-serve. Python package for serving a local search engine. One command to download and serve a datastore---that's it 😎.

dgm. Darwin Gödel Machine: Open-Ended Evolution of Self-Improving Agents

sober-reasoning. A Sober Look at Language Model Reasoning

LaCT. Code release for paper "Test-Time Training Done Right"

LongBench. LongBench v2 and LongBench (ACL 25'&24')

Tensor-Slayer. Tensor-Slayer : Manipulate weights and tensors of LLMs to achieve performance upgrades and introduce a novel inferenceless mechanistic interpretability

reverse-engineering-gemma-3n. Reverse Engineering Gemma 3n: Google's New Edge-Optimized Language Model

RL-Tango. [NeurIPS 2025] RL Tango: Reinforcing Generator and Verifier Together for Language Reasoning

Samba. [ICLR 2025] Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling

Seed-Coder. Seed-Coder is a family of lightweight open-source code LLMs comprising base, instruct and reasoning models, developed by ByteDance Seed.

lightning-thunder. PyTorch compiler that accelerates training and inference. Get built-in optimizations for performance, memory, parallelism, and easily write your own.

litData. Speed up model training by fixing data loading.

MoBA. MoBA: Mixture of Block Attention for Long-Context LLMs

VACE. [ICCV 2025] Official implementations for paper: VACE: All-in-One Video Creation and Editing

aops. Python

reasoning-gym. [NeurIPS 2025 Spotlight] Reasoning Environments for Reinforcement Learning with Verifiable Rewards

atropos. Atropos is a Language Model Reinforcement Learning Environments framework for collecting and evaluating LLM trajectories through diverse environments

Qwen3. Qwen3 is the large language model series developed by Qwen team, Alibaba Cloud.

SWELancer-Benchmark. This repo contains the dataset and code for the paper "SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?"

simple-evals. Python

multi-attempt. Python

SWE-smith. [NeurIPS 2025 D&B Spotlight] Scaling Data for SWE-agents

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

MAGI-1. MAGI-1: Autoregressive Video Generation at Scale

training-hot-swap. Pytorch script hot swap: Change code without unloading your LLM from VRAM

flame. 🔥 A minimal training framework for scaling FLA models

VideoX-Fun. 📹 A more flexible framework that can generate videos at any resolution and creates videos from images.

video-ttt-release. Test-Time Training on Video Streams

SageAttention. [ICLR2025, ICML2025, NeurIPS2025 Spotlight] Quantized Attention achieves speedup of 2-5x compared to FlashAttention, without losing end-to-end metrics across language, image, and video models.

Wan2GP. A fast AI Video Generator for the GPU Poor. Supports Wan 2.1/2.2, LTX-2, Qwen Image, Hunyuan Video, LTX Video and Flux.

FramePack. Lets make video diffusion practical!

Pusa-VidGen. Pusa: Thousands Timesteps Video Diffusion Model

ml-tic-lm. Repository for the paper: "TiC-LM: A Web-Scale Benchmark for Time-Continual LLM Pretraining" ACL Oral 2025

Seed-Thinking-v1.5.

frontier-evals. OpenAI Frontier Evals

ember. Python

matrix. Python

ttt-tk. Cuda

FastVideo. A unified inference and post-training framework for accelerated video generation.

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

titans-pytorch. Unofficial implementation of Titans, SOTA memory for transformers, in Pytorch

accelerated-scan. Accelerated First Order Parallel Associative Scan

marc. Public repository for "The Surprising Effectiveness of Test-Time Training for Abstract Reasoning"

simpleRL-reason. Simple RL training for reasoning

BoLT. Code for "Reasoning to Learn from Latent Thoughts"

Medusa. Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads

Agent-S. Agent S: an open agentic framework that uses computers like a human

imm. Official implementation of Inductive Moment Matching

ai-hedge-fund. An AI Hedge Fund Team

browser-use. 🌐 Make websites accessible for AI agents. Automate tasks online with ease.

servers. Model Context Protocol Servers

awesome-mcp-servers. A collection of MCP servers.

blt. Code for BLT research paper

Open-Reasoner-Zero. Official Repo for Open-Reasoner-Zero