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first-principles

Here are 98 public repositories matching this topic...

quint-code

m0n0x41d / quint-code

Engineering decisions engine that know when they're stale. Frame, compare, decide — with evidence decay and parity enforcement. For Claude Code, Cursor, Gemini CLI, Codex and more.

Updated Apr 10, 2026
Go

ailev / FPF

First Principles Framework (FPF): Operating system for open-ended thought for engieering, research, and mixed human/AI teams: bounded contexts, auditable reasoning, decision records, and multi-view publication.

decision-making first-principles collective-intelligence multi-agent-systems reasoning systems-engineering ai-agents bounded-context conceptual-modeling human-ai-collaboration auditability spec-driven-development

Updated Apr 7, 2026

Z2PackDev / Z2Pack

A tool for calculating topological invariants.

python first-principles tight-binding solid-state-physics topological-numbers

Updated Feb 20, 2025
Python

geem-lab / overreact

⚛️📈 Create and analyze chemical microkinetic models built from computational chemistry data. Crafted at the @geem-lab.

python cli automation library dsl modeling first-principles computational-chemistry reactions chemical-kinetics thermochemistry overreact microkinetics in-silico quantum-tunneling rrho computational-chemistry-logfiles qrrho

Updated Mar 27, 2026
Python

saadshahd / moo.md

Structured thinking for Claude Code — ask before building, search before writing, verify before shipping

decision-making first-principles structured-thinking claude-code claude-code-plugins claude-code-plugins-marketplace claude-code-skills

Updated Mar 28, 2026

tjboudreaux / cc-thinking-skills

18 mental models and critical thinking frameworks for Claude Code - First Principles, Bayesian, Systems Thinking, OODA, Pre-Mortem, and more

decision-making first-principles problem-solving critical-thinking claude mental-models systems-thinking ai-tools anthropic claude-code

Updated Feb 5, 2026
JavaScript

BruinGrowly / Python-Code-Harmonizer

A semantic analysis tool for debugging python code

python syntax semantic static-analysis code-analysis first-principles coding code-quality python-ast semantic-debugging ice-framework anchor-point white-box-ai meaning-measurement ljpw-framework

Updated Jan 12, 2026
Python

dynajoe / tinydb

Database server written from scratch

computer-science parser database server binary-data first-principles

Updated Feb 25, 2023
Go

phonix-db / auto-kappa

Automation software for calculating anharmonic phonon properties

python automation first-principles vasp phonon high-throughput alamode phonix auto-kappa

Updated Apr 10, 2026
Python

QEF / SternheimerGW

many-body perturbation theory without empty states

physics first-principles computational-physics solid-state-physics many-body-perturbation-theory linear-response

Updated Jul 6, 2018
Fortran

tilde-lab / pycrystal

Utilities for ab initio modeling suite CRYSTAL, developed in Turin University

crystal first-principles crystallography gaussian computational-chemistry crystal-structure materials-science atomistic-simulations abinitio-simulations abinitio computational-materials crystal-ab-initio gaussian-lcao emsl

Updated Aug 28, 2025
Python

geem-lab / overreact-guide

⚛️📈 Create and analyze chemical microkinetic models built from computational chemistry data

Updated Jan 4, 2023
Jupyter Notebook

parthendo / Digit-Recognition-ANN

Training an artificial neural network using back-propagation on MNIST dataset

matlab first-principles mnist mnist-dataset backpropagation-algorithm

Updated Oct 27, 2018
MATLAB

jamezmca / backend-first-principles

✅A minimal Node.js, Express.js, and SQLite backend with JWT authentication, serving a Todo app frontend. A first-principles demo of core full-stack development concepts!

nodejs api boilerplate backend sqlite expressjs first-principles full-stack jwt-authentication nodejs-experimental

Updated Oct 18, 2024
CSS

espenfl / t4me

T4ME - Transport 4 MatErials - A code to calculate the charge transport in materials, from analytic models and ab-initio

first-principles electronic vasp transport boltzmann charge ab-initio lorenz resistivity pythtb seebeck

Updated Nov 21, 2019
Python

wanikua / thinking-skills

🧠 20 human thinking frameworks as Claude Code custom commands — Critical Thinking, First Principles, Red Team, Bayesian, and more

decision-making first-principles critical-thinking thinking prompts reasoning claude mental-models ai-tools claude-code

Updated Mar 12, 2026

KAIST-ELST / DMFTpack

first-principles dynamical-mean-field-theory condensed-matter-physics strongly-correlated-systems

Updated May 18, 2023
C++

sumleo / roast

🔥 This time, the AI interrogates YOU. Progressive Socratic questioning engine with 5 depth levels, 7 flavors, and anti-deflection system. Supports Claude Code, Codex CLI, Cursor, Kiro, OpenClaw.

ai first-principles cursor critical-thinking codex thinking pua cognitive-bias prompt-engineering socratic deep-thinking agent-skills claude-code kiro openclaw

Updated Mar 14, 2026

Ping-Group-UCSC / NonRad-ISC

This code computes the nonradiative recombination at defect centers from first-principles

first-principles recombination nonradiative

Updated Jun 7, 2025
Python

andrew-shwetzer / thinking-tools

A self-improving system of 7 AI skills that chain together to solve hard problems. Built for Claude Code.

decision-making first-principles ai-agents claude ai-tools prompt-engineering strategic-thinking claude-code self-improving-ai thinking-frameworks

Updated Mar 16, 2026

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