ai-engineering

AI-Engineering-Lab

Jupyter Notebook

75

A free, self-paced 24-week AI engineering course: Python, machine learning, LLMs, RAG, fine-tuning, agents and MCP, Azure and Vertex and Bedrock, and Databricks. 43 runnable notebooks, one continuous case study. MIT licensed, no signup. By Zorost Intelligence AI Lab.

loop-engineering

TypeScript

100

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.

ratel

TypeScript

77

Context engineering for AI agents. ~80% fewer tokens. Fix tool overload. Skills and memory with in-process BM25 and semantic retrieval. Progressive Disclosure. No vector DB.

sample-specship

Shell

63

Spec-driven autonomous engineering workflow for AI coding agents: recon → plan → build → validate → ship — with TDD, adversarial validation, and anti-slop quality gates. Packaged as a Kiro Power.

langchain

Python

100

The agent engineering platform.

harness-engineering

Python

75

🐎 Ryan Lopopolo’s anthology, field guide, and agent context bundle for harness engineering

generative-ai-for-beginners

Jupyter Notebook

100

21 Lessons, Get Started Building with Generative AI

better-harness

JavaScript

95

An open-source Harness Engineering platform for coding agents—define harnesses as code, run controlled experiments, inspect evidence, and compare outcomes.

JavaGuide

JavaScript

100

Java 面试 & 后端通用面试指南，覆盖计算机基础、数据库、分布式、高并发、系统设计与 AI 应用开发

unlazy

JavaScript

95

Anti-laziness skill for AI agents. Core: the Depth Tree method, which splits a task N layers deep and gives every leaf the full time budget of the whole task, so effort multiplies with depth. Grounded in 2025-2026 research on model laziness, underthinking and premature completion.

dao-code

TypeScript

82

Open-source TypeScript terminal coding agent for DeepSeek-V4 — builds on DeepSeek's strong price-performance and ultra-cheap cache pricing, engineering byte-stable prefixes and cache-reusing forks so cross-session memory and a continuous self-correction layer add almost no token cost; 1M context, Skills/MCP/Hooks, Claude Code config compatible.

loop.js

TypeScript

58

A loop engineering framework — state a Goal; Rounds run until a skeptical, read-only Verify agent settles it.

loopy

JavaScript

85

A library of practical AI-agent loops and an installable skill for finding, adapting, and designing repeatable agent workflows.

loop-library

JavaScript

85

A library of practical AI-agent loops and an installable skill for finding, adapting, and designing repeatable agent workflows.

ponytail

JavaScript

100

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

agent-rules-books

72

AGENTS.md rules / skills for AI coding agents: Codex, Cursor & Claude Code. Inspired by Clean Code, Refactoring, DDD, Clean Architecture and DDIA programming books.

skills

Python

75

Codebase harness + loop engineer

halofy

TypeScript

72

Halofy is the open access and governance layer for AI agents across your organization. Identity, policy, provenance, audit, and signed erasure.

waggle

Rust

67

Attributed, resolvable artifact references for agent handoffs — a ~30-byte token instead of pasted context. MCP-native; the reference layer for the agent-harness world.

spec-kit

Python

100

💫 Toolkit to help you get started with Spec-Driven Development

autoprompt-skill

JavaScript

72

Autoprompt is a coding-agent skill that cuts failures by 45% on agentic coding tasks.

drunk-claude

TeX

68

Intensity slider from tipsy (0.1) to blackout (1.0). 5 moods, 8 creative techniques. Lowers inhibition, not intelligence. Unfiltered genius for Claude Code.

improve

85

Use your most capable model to audit your codebase and write plans for cheaper models to execute.

trueforge

TypeScript

90

The open-source agent harness - the runtime layer that turns an LLM into a working agent.

ORG2

TypeScript

90

System of record for how agents build software: Built-in rust harness & 20+ CLIs.

skills

Shell

95

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

ragflow

Go

95

RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs

Jixu

TypeScript

68

Durable single-Agent Harness for TypeScript: recoverable Threads, context continuity, explicit side effects, and a native TUI.

system-prompts-and-models-of-ai-tools

100

FULL Augment Code, Claude Code, Cluely, CodeBuddy, Comet, Cursor, Devin AI, Junie, Kiro, Leap.new, Lovable, Manus, NotionAI, Orchids.app, Perplexity, Poke, Qoder, Replit, Same.dev, Trae, Traycer AI, VSCode Agent, Warp.dev, Windsurf, Xcode, Z.ai Code, Dia & v0. (And other Open Sourced) System Prompts, Internal Tools & AI Models

ai-copywriter

Python

77

An AI copywriter that uses real copywriting skills + real marketing knowledge with human tone.

ai-data-extractor

Python

80

Free open-source extractor for AI coding assistant chat histories. Supports Claude Code, Cursor, Windsurf, Aider, Cline/Roo Code, and more.

ai-trains-ai

Python

67

RL-training an AI agent to RL-train AI agents.

ai-sdk

Go

68

Grafana AI SDK for Go — streaming, tool-calling AI backends that speak fluent @ai-sdk/react

openclaw

TypeScript

95

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

n8n

TypeScript

100

Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.

dify

TypeScript

100

Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams move from prototype to production without rebuilding the stack.

langflow

Python

100

Langflow is a powerful tool for building and deploying AI-powered agents and workflows.

open-webui

Python

100

User-friendly AI Interface (Supports Ollama, OpenAI API, ...)

awesome-llm-apps

Python

100

100+ AI Agents, Agent Skills and RAG Apps - Free and Open Source.

MoneyPrinterTurbo

Python

100

利用 AI 大模型和自动化工作流，根据主题或关键词一键生成高清短视频。Generate HD short videos from a topic or keyword with an automated AI workflow.

browser-use

Python

100

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

supabase

TypeScript

100

The Postgres development platform. Supabase gives you a dedicated Postgres database to build your web, mobile, and AI applications.

gemini-cli

TypeScript

100

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

pi

TypeScript

100

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

claude-mem

JavaScript

100

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

worldmonitor

TypeScript

100

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

LocalAI

Go

100

LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required.

deepseek-reasonix

Go

95

DeepSeek-native AI coding agent for your terminal. Engineered around prefix-cache stability — leave it running.