Wind

rig. ⚙️🦀 Build modular and scalable LLM Applications in Rust

Trellis. The best agent harness.

skills. Skills for Real Engineers. Straight from my .agents directory.

native. Toolkit for building native desktop apps

speech-to-speech. Build local voice agents with open-source models

Bonsai-demo. Bonsai Demo

audio.cpp. An all-in-one, pure C++ inference engine for audio models, powered by ggml. Supports TTS, STT, VAD, voice conversion, music generation, and more, with highly optimized performance. No Python dependency.

rust-genai. Rust multiprovider generative AI client (Ollama, OpenAi, Anthropic, Gemini, DeepSeek, xAI/Grok, Groq,Cohere, ...)

colibri. Run GLM-5.2 (744B MoE) on a 25GB-RAM consumer machine — pure C, zero deps, experts streamed from disk. Tiny engine, immense model. 🐦

loop-engineering. Practical patterns, starters & CLI tools for loop engineering with AI coding agents. Design systems that prompt and orchestrate agents (inspired by Addy Osmani and Boris Cherny). Includes loop-audit, loop-init, loop-cost.

fjall. 🗻 Log-structured, embeddable key-value storage engine written in Rust

financial-services. Python

sqlx. 🧰 The Rust SQL Toolkit. An async, pure Rust SQL crate featuring compile-time checked queries without a DSL. Supports PostgreSQL, MySQL, and SQLite.

cube. 📊 Cube Core is open-source semantic layer for AI, BI and embedded analytics

goose. an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM

robustmq. Communication infrastructure for the AI era — one binary, one broker, one storage layer, any protocol

ntex-mqtt. MQTT Client/Server framework for v5 and v3.1.1 protocols

redb. An embedded key-value database in pure Rust

codegraph. Pre-indexed code knowledge graph, auto syncs on code changes, for Claude Code, Codex, Gemini, Cursor, OpenCode, AntiGravity, Kiro, and Hermes Agent — fewer tokens, fewer tool calls, 100% local

OpenMontage. World's first open-source, agentic video production system. 12 production pipelines, 100+ tools, 700+ agent skill and production-knowledge files. Turn your AI coding assistant into a full video production studio.

Flowise. Build AI Agents, Visually

jcode. The most RAM effiecent harness

wails. Create beautiful applications using Go

headroom. Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.

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.

ponytail. Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.

gemma.cpp. lightweight, standalone C++ inference engine for Google's Gemma models.

HRM-Text. HRM-Text is a 1B text generation model based on the HRM architecture, strengthened by task completion and latent space reasoning.

sia. SIA is a Self Improving AI framework to autonomously improve the performance of any AI system (Model / Agent) on a benchmark task.

adk-rust. Rust Agent Development Kit (ADK-Rust): Build AI agents in Rust with modular components for models, tools, memory, realtime voice, and more. ADK-Rust is a flexible framework for developing AI agents with simplicity and power. Model-agnostic, deployment-agnostic, optimized for frontier AI models. Includes support for real-time voice agents.

burr. Build applications that make decisions (chatbots, agents, simulations, etc...). Monitor, trace, persist, and execute on your own infrastructure.

trpc-agent-go. A Go framework for building production agent systems with graph workflows, tools, memory, A2A, AG-UI, MCP, evaluation, and observability.

AgenticGoKit. Open-source Agentic AI framework in Go for building, orchestrating, and deploying intelligent agents. LLM-agnostic, event-driven, with multi-agent workflows, MCP tool discovery, and production-grade observability.

CosyVoice. Multi-lingual large voice generation model, providing inference, training and deployment full-stack ability.

FunASR. Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization pipelines, and OpenAI-compatible/MCP serving.

paseo. Orchestrate multiple coding agents from desktop and mobile

Lean. Lean Algorithmic Trading Engine by QuantConnect (Python, C#)

MOSS-TTS-Nano. MOSS-TTS-Nano is an open-source multilingual tiny speech generation model from MOSI.AI and the OpenMOSS team. With only 0.1B parameters, it is designed for realtime speech generation, can run directly on CPU without a GPU, and keeps the deployment stack simple enough for local demos, web serving, and lightweight product integration.

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

every-embodied. 仅需Python基础，从0构建自己的具身智能机器人；从0逐步构建VLA/OpenVLA/SmolVLA/Pi0， 深入理解具身智能

pipecat. Open Source framework for voice and multimodal conversational AI

text-to-cad. A collection of agent skills for CAD, robotics and hardware design

ziti. The parent project for OpenZiti. Here you will find the executables for a fully zero-trust, programmable network @OpenZiti

perry. A native TypeScript compiler written in Rust. Compiles TypeScript directly to executables using SWC and LLVM.

caveman. 🪨 why use many token when few token do trick — Claude Code skill that cuts 65% of tokens by talking like caveman

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

GenericAgent. Self-evolving agent: grows skill tree from 3.3K-line seed, achieving full system control with 6x less token consumption

OpenMythos. A theoretical reconstruction of the Claude Mythos architecture, built from first principles using the available research literature.

oh-my-codex. OmX - Oh My codeX: Your codex is not alone. Add hooks, agent teams, HUDs, and so much more.

Archon. The first open-source harness builder for AI coding. Make AI coding deterministic and repeatable.

lobehub. 🤯 LobeHub is your Chief Agent Operator, organizing your agents into 7×24 operations by hiring, scheduling, and reporting on your entire AI team.

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

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

hive. Multi-Agent Harness for Production AI

harness-books. 📚 Two books on harness engineering — the design philosophies behind Claude Code & Codex: constraints, query loops, context governance, multi-agent verification. harness-books.agentway.dev

claude-code-book. 《御舆：解码 Agent Harness》42万字拆解 AI Agent 的Harness骨架与神经 —— Claude Code 架构深度剖析，15 章从对话循环到构建你自己的 Agent Harness。在线阅读网站：

claude-code-best-practice. from vibe coding to agentic engineering - practice makes claude perfect

awesome-harness-engineering. 🛠️ Awesome tools & guides for harness engineering.

GoSQLX. High-performance SQL parser, formatter, linter & security scanner for Go - 1.5M+ ops/sec, multi-dialect, zero-copy, race-free

ClaudeCode-Source-Analysis. Claude Code 源码解析报告 - 基于2026年3月31日npm source map泄漏事件的完整技术分析

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

claude-reviews-claude. Claude reads its own source code — 17-chapter architectural deep-dive into Claude Code v2.1.88. EN/ZH bilingual.

chai. Modern embedded SQL database

learn-coding-agent. Research on Coding Agents

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

compound-engineering-plugin. Official Compound Engineering plugin for Claude Code, Codex, Cursor, and more

OpenSpace. "OpenSpace: The Skill Management Layer for AI Agents" -- https://open-space.cloud/

deepagents. The batteries-included agent harness.

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.

tailscale. The easiest, most secure way to use WireGuard and 2FA.

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

superpowers-zh. 🦸 AI 编程超能力 · 中文增强版 — superpowers（116k+ ⭐）完整汉化 + 6 个中国原创 skills，让 Claude Code / Copilot CLI / Hermes Agent / Cursor / Windsurf / Kiro / Gemini CLI 等 16 款 AI 编程工具真正会干活

noVNC. VNC client web application

Second-Me. Train your AI self, amplify you, bridge the world

Understand-Anything. Graphs that teach > graphs that impress. Turn any code into an interactive knowledge graph you can explore, search, and ask questions about. Works with Claude Code, Codex, Cursor, Copilot, Gemini CLI, and more.

kubo. An IPFS implementation in Go

claude-mem. Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More

berty. Berty is a secure peer-to-peer messaging app that works with or without internet access, cellular data or trust in the network

filestash. :file_folder: Universal File Storage Client

get-shit-done. A light-weight and powerful meta-prompting, context engineering and spec-driven development system for Claude Code by TÂCHES.

cortexdb. A pure-Go, single-file AI memory and knowledge graph library and plugin.

go-libp2p. libp2p implementation in Go

go-ethereum. Go implementation of the Ethereum protocol

OpenViking. Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills.

agency-agents. A complete AI agency at your fingertips - From frontend wizards to Reddit community ninjas, from whimsy injectors to reality checkers. Each agent is a specialized expert with personality, processes, and proven deliverables.

pinchtab. High-performance browser automation bridge and multi-instance orchestrator with advanced stealth injection and real-time dashboard.

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

ui-ux-pro-max-skill. An AI SKILL that provide design intelligence for building professional UI/UX multiple platforms

Vision-Agents. Open Vision Agents by Stream. Build voice and vision agents quickly with any model or video provider. Uses Stream's edge network for ultra-low latency.

moondream. tiny vision language model

MiroFish. A Simple and Universal Swarm Intelligence Engine, Predicting Anything. 简洁通用的群体智能引擎，预测万物

chroma. Search infrastructure for AI

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

headscale. An open source, self-hosted implementation of the Tailscale control server

tailscale-android. Tailscale Android Client

agent-browser. Browser automation CLI for AI agents

openfang. Open-source Agent Operating System

opencode-sdk-go. Go

anthropic-sdk-go. Access to Anthropic's safety-first language model APIs via Go