theskumar / python-dotenv

Reads key-value pairs from a .env file and can set them as environment variables. It helps in developing applications following the 12-factor principles.

OpenSenseNova / SenseNova-U1

SenseNova-U series: Native Unified Paradigm with NEO-unify from the First Principles

ModelEngine-Group / nexent

Nexent is a zero-code platform for auto-generating production-grade AI agents using Harness Engineering principles — unified tools, skills, memory, and orchestration with built-in constraints, feedback loops, and control planes.

GanyuanRan / Aegis

Make AI coding agents architecture-aware: baseline-first, evidence-verified, drift-checked, and safe across long tasks.

echris6 / motion-video-kit

Claude Code skill kit for premium AI-assisted business videos: independent critic loop, motion principles from 28 launch films, quality bar, sound design, business offers, Three.js patterns, scripts

matrix-nio / matrix-nio

A Python Matrix client library, designed according to sans I/O (http://sans-io.readthedocs.io/) principles

TrenTorch / TrenTorch

Don't memorize ML. Understand it from first principles including Inference, Cuda, Deep Learning, Data Science and Reinforcement Learning

IsuruMaduranga / harness-engineering-101

Harness Engineering 101 — building AI agents from first principles. The LLM is the brain; the harness is the body.

OpenLucasKaka / bareloop

A transparent, OpenAI-compatible agent runtime built from first principles.

kyegomez / open-jev

an open-source, from-first-principles reconstruction of the ideas behind TypeSafe AI's Jev, written in pytorch

LiQiiiii / Jeva

Jeva: System One Models from First Principles

harshdhamaniya / android-security-handbook

Android security and penetration testing, from first principles to senior practitioner. 81 chapters, ~327 labs, measured rather than recited.

obelisk79 / FreeCAD-Nxt

An modern interpretation of the FreeCAD interface using QtQuick/QML based on UI/UX principles.

newbanser / pristine-skill

Perhaps the only agent skill you need: if memory loss is the root, let every AI agent rebirth follow the First-Time Principle. That's all.

decodingai-magazine / llm-wiki-workshop

Learn to design an LLM wiki from first principles. Used as agent memory. Workshop with 3 exercises, open-source code, video, and slides. No coding skills required.

tradertanmay / ai-agents-zero-to-hero

Learn AI agents from first principles to production. Zero mandatory dependencies, pure standard Python 3.11+, and no magic frameworks.