Improve scientific collaboration in AI-assisted research. Citation validation, claim verification, cross-file consistency.

A personal learning environment that helps you find your unknown unknowns by grilling you against the consensus research on a particular topic or question.

Pressure-test research claims with falsifiable evidence plans, adversarial checks, frozen verifiers, and proof ledgers.

This repository contains a solutions for the exercises in the "Math Concepts For Developers" course at SoftUni .

Structured observation management for research agents

97 reasoning patterns from history's greatest minds — as Claude Code agents. Curie to Toulmin. Engineering to humanities. Every claim cites its source. Every commit is checked. The only agent system where "I don't know" is a feature.

MCP server for Claude Desktop that applies Popperian falsifiability to verify claims from social media, news and blogs — with real academic sources, not opinions.

FlatEarthers unite, organise and produce. Document your proofs and help make an archive that anyone can reference at any time. We want FEU in every country, thus all languages. Lets bridge the gap between those that know Earth's measured flat & those that simply believe what they've been taught.

Scientific TDD for AI coding agents: pre-registration before data, claims audit before submission, external novelty gate, reproducibility. Claude Code + 4 platforms.

ASRP (AI Scientific Research Platform) Desktop — Multi-Agent collaborative scientific research platform

Desktop app built with Flutter to simulate solar PV array energy assessment using the OSM-MEPS model at fixed tilt-azimuth orientations (check the releases sidebar/tab).

A conservation-honest diagnostic framework for auditing early-universe models and separating physical dynamics from descriptive bookkeeping.

Please fork and criticize!

Prediction-error optimization. The agent guesses before each experiment. Wrong predictions are the learning signal. One file, zero dependencies. pip install theorist

Introduction in the scientific method using the Hertzsprung-Russel-Diagram

Axiomatic Inference Engine — controlled experiments validating two separable mechanisms: structural depth (TOPO) and immune-driven edge density (Q). | Axiomatikus következtető motor — kontroll-kísérletek két szétválasztott mechanizmus megerősítésére: TOPO ← struktúra, Q ← immunrendszer.

Notes for the Anleitung zum wissenschaftlichen Arbeiten (scientific writing) course at HdM Stuttgart.

What if the AI agent guessed first? 251 experiments. The predicting agent adapted to a 5x compute shift on try one. The reflecting agent took 7. The searching agent never caught up.

railroad industry and manufacturing

科研工作流 Claude 技能：覆盖选题、文献、方法、实验、写作、自审、Rebuttal、投稿九大阶段，支持 mentor / reviewer / mixed 三种模式（触发词含 reviewer mode、审查模式、mixed mode、混合模式），充当贴身导师与挑刺审稿人。