wheresryan22 / anatomy
An agent skill for creating detailed, interactive isometric illustrations of real-world machines and complex systems. Generates polished SVGs with optional WebGL shaders and 3D effects.
wheresryan22 / anatomy
rohitg00 / agentmemory
#1 Persistent memory for AI coding agents based on real-world benchmarks
uclanlp / OpenVLHarness
Official Code for OpenVLHarness: Real-World Visual Agentic Tool‑Use with Multimodal Memory
FreeCAD / FreeCAD
Open-source parametric 3D CAD modeler for designing real-world objects, built on OpenCASCADE and Coin3D.
AlephAITech / WorkBuddyGuide
A practical, open-source guide to mastering WorkBuddy through real-world workflows.开源的 WorkBuddy 实战蓝皮书：教程、真实工作流、Skills、MCP、自动化与多智能体实践。
SII-LiuLab / manimux
Extensible Real-world Manipulation Harness
patchy631 / ai-engineering-hub
In-depth tutorials on LLMs, RAGs and real-world AI agent applications.
e2b-dev / E2B
Open-source, secure environment with real-world tools for enterprise-grade agents.
microsoft / mcp-for-beginners
A beginner curriculum teaching the Model Context Protocol (MCP) with hands-on code examples in C#, Java, JavaScript, Rust, Python, and TypeScript.
threathunterX / underground-slang-lexicon
A continuously updated lexicon of underground slang in the online fraud and gray-market economy: definitions, supply-chain roles, sanitized real-world usage and false-positive warnings. Chinese-dominant, with Brazilian Portuguese, English, Indonesian, Tagalog and Vietnamese entries. Maintained by the Threat Hunter research team.
TIGER-AI-Lab / ClawBench
Open-source benchmark for browser AI agents on daily tasks.
M-China / mcd-developer-innovation-challenge
Build innovative Skills with McDonald’s MCP, solve real-world problems, and compete for exclusive 1024 Programmers’ Day prizes.
Simreal-AI / future-prediction-bench
[Public alpha] Probability forecasting protocols, delayed-reward agent rollouts, and verifiable real-world task environments.
sierra-research / tau2-bench
τ-Bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains
camel-ai / owl
🦉 OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation
vllm-project / guidellm
Evaluate and Enhance Your LLM Deployments for Real-World Inference Needs
sunblaze-ucb / exploitgym
ExploitGym is a large-scale, realistic benchmark built from real-world vulnerabilities designed to evaluate AI agents' ability to develop exploits.
axxx503 / PS5-Ultimate-Home-Console-Guide
A comprehensive PS5 homebrew and emulation guide covering jailbreak setup, USB storage, emulator installation, troubleshooting, and real-world tested solutions.
OpenPipe / 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!
awslabs / agentcore-samples
Amazon Bedrock Agentcore accelerates AI agents into production with the scale, reliability, and security, critical to real-world deployment.
open-telemetry / opentelemetry-demo
This repository contains the OpenTelemetry Astronomy Shop, a microservice-based distributed system intended to illustrate the implementation of OpenTelemetry in a near real-world environment.
DataWithBaraa / sql-ultimate-course
The most comprehensive SQL guide from a real-world expert! Learn everything from basics to advanced queries, optimizations, and real-world SQL
Commando-X / vuln-bank
A deliberately vulnerable banking application designed for practicing Security Testing of Web App, APIs, AI integrated App and secure code reviews. Features common vulnerabilities found in real-world applications, making it an ideal platform for security professionals, developers, and enthusiasts to learn pentesting and secure coding practices.
S3N4T0R-0X0 / BEAR-C2
BEAR-C2 is an adversary simulation and emulation framework built around real-world TTPs inspired by Russian, Chinese, North Korean, and Iranian APT groups.
xai-org / xai-cookbook
A collection of pragmatic, real-world examples guiding you from basic to advanced use of xAI's Grok APIs.
useLexora / Lexora
A self-evolved, sovereign desktop AI agent built for real-world action — beyond model wrappers and coding copilots. / 真实实践中自我演化的独立桌面 AI Agent。
NVlabs / ENPIRE
ENPIRE is an agentic framework that allows AI coding agents to autonomously self-improve real-world robot policies through closed-loop physical trial, error, and evolution
ThisTakou / UserAgent-list
Automated User-Agent database for 100+ browsers on 100+ operating systems. Updated every 5 minutes via GitHub Actions. Weighted by real-world popularity, grouped by OS and browser, with a cumulative ALL/ folder of unique agents.
review-bench / ReviewBench
ReviewBench is an open, reproducible benchmark for evaluating AI code review systems on real-world pull requests.
andrew--r / frontend-case-studies
💼 A curated list of talks and articles about real world frontend development
cypress-io / cypress-realworld-app
A payment application to demonstrate real-world usage of Cypress testing methods, patterns, and workflows.
FISCO-BCOS / FISCO-BCOS
FISCO BCOS（发音为/ˈfɪskl bi:ˈkɒz/）是一个稳定、高效、安全的许可区块链平台，已被广泛应用于现实的行业应用。截至目前，已拥有5000多家企事业单位，400多个产业数字化标杆应用，涵盖文化版权、司法服务、政府服务、物联网、金融、智慧社区、房地产建设、社区治理、乡村振兴等领域。FISCO BCOS (pronounced /ˈfɪskl bi:ˈkɒz/) is a stable, efficient, and secure permissioned blockchain platform that has been widely used in real-world industry applications.
RezaSi / go-interview-practice
Interactive Go Interview Platform - 30+ coding challenges with instant feedback, AI interview simulation, competitive leaderboards, and automated testing. From beginner to advanced levels with real-world scenarios.
Ismaestro / angular-example-app
Angular Example App is a beginner-friendly, production-ready web application built with Angular 21. It serves as a real-world example showcasing core Angular features such as CRUD operations, authentication, i18n, lazy loading, and signals.
alecmuffett / real-world-onion-sites
This is a list of substantial, commercial-or-social-good mainstream websites which provide onion services.
trickest / wordlists
Real-world infosec wordlists, updated regularly
onestardao / WFGY
WFGY is heading toward WFGY 5.0 Polaris Protocol, a major open-source release for AI reasoning, RAG, agents, and real-world workflows. Includes Problem Map, Global Debug Card, WFGY 4.0, and the CFV Easter Egg.
ray-r-ren / agent-apprenticeship
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.
tilo / smarter_csv
Fastest end-to-end CSV ingestion for Ruby (with C acceleration). SmarterCSV auto-detects formats, applies smart defaults, and returns Rails-ready hashes for seamless use with ActiveRecord, Sidekiq, parallel jobs, and S3 pipelines — even for messy user-uploaded real-world data.
Manoj-engineer / k8squest
K8sQuest — A local, hands-on Kubernetes learning game with real-world troubleshooting challenges. Practice Pods, Deployments, Services, networking, storage, and debugging using kubectl on a local cluster (kind/k3d). No cloud required.
simpler-env / SimplerEnv
Evaluating and reproducing real-world robot manipulation policies (e.g., RT-1, RT-1-X, Octo) in simulation under common setups (e.g., Google Robot, WidowX+Bridge) (CoRL 2024)
microsoft / TimeCraft
Official code for TimeCraft: A Time Series Generation Framework for Real-World Applications
StanfordVL / GibsonEnv
Gibson Environments: Real-World Perception for Embodied Agents
xeokit / xeokit-sdk
3D BIM IFC Viewer SDK for AEC engineering applications. Open Source JavaScript Toolkit based on pure WebGL for top performance, real-world coordinates and full double precision
cdxiaodong / cain-agent
Real-world AI penetration testing engineer for authorized assessments — built-in cloud module covering AWS/Azure/GCP + Aliyun/Tencent/Huawei clouds. Built on Claude Agent SDK
jeremyipark / vision-demos
Fun real-world computer vision demos!
MINT-SJTU / Evo-RL
We release Evo-RL, the opensource real-world offline RL on So-101 and AgileX PiPER for easier reproduction.
nvidia-cosmos / cosmos-transfer1
Cosmos-Transfer1 is a world-to-world transfer model designed to bridge the perceptual divide between simulated and real-world environments.
antoinevastel / fpscanner
Self-hosted browser fingerprinting and bot detection with real-world constraints in mind.
iAmMccc / SmartCodable
SmartCodable is a data parsing library built on Swift’s Codable, designed for simple usage and strong real-world compatibility. It gracefully handles missing fields, default values, and evolving JSON structures. SmartCodable 是基于 Swift Codable 的数据解析库，主打简单易用与真实业务场景下的强兼容性，能够优雅应对不断变化的 JSON 数据。
stacksimplify / terraform-on-aws-eks
Terraform on AWS EKS Kubernetes IaC SRE- 50 Real-World Demos
usail-hkust / LLM-MM-Agent
🔥🔥🔥 [NeurIPS2025] MM-Agent: LLM as Agents for Real-world Mathematical Modeling Problem
cporter202 / vibe-coding-for-dummies
A beginner-friendly guide to building real software using vibe coding. Learn how to ship apps without traditional coding by using Firebase Studio, GitHub, and Cursor. No gatekeeping. No fluff. Just building. 👉 For daily lessons and real-world builds, join the Vibe Coding with Chris skool community.
cfgranda / ps4ds
Probability and Statistics for Data Science: A self-contained introduction to probability and statistics for data science, including a free pdf, 103 Python notebooks using 23 real-world datasets, 118 videos with slides, and solutions to 200 exercises
XYZ-AI-Lab / axrl
AxisRL is an agentic RL post-training framework built on SGLang rollout, Megatron training, and real-world agent workflows.
techiescamp / kubernetes-projects
Practical real-world hands-on projects to practice and learn Kubernetes implementations
facebookresearch / meta-agents-research-environments
Meta Agents Research Environments is a comprehensive platform designed to evaluate AI agents in dynamic, realistic scenarios. Unlike static benchmarks, this platform introduces evolving environments where agents must adapt their strategies as new information becomes available, mirroring real-world challenges.
steveclarke / real-world-rails
200+ production open source Rails apps & engines in one repo. Search across real codebases with AI agents to research architectural patterns.
harryho / react-crm
A reusable CRM project for real-world business based on React, Redux & Material-UI
jinzijian / EvoTrace
Compile real-world Claude Code and Codex trajectories into verified, tradable post-training assets.