learning-sciences

学习资料 learn assets

以双向链接markdown的知识库与上下文自动构建为亮点的Learning Science Agent

Agent Teacher: an evidence-graded pedagogy knowledge library, a local teacher rehearsal on authored fraction cases, and a draft publication pipeline. Python, no model calls.

Upload, score, and visually compare multiple LLM-graded summaries simultaneously!

A curated list of Total Learning Architecture (TLA) implementations, tools, and standards

synapz is a research prototype exploring how large language models can adapt teaching content to different cognitive styles. built over a 48-hour sprint with a strict $50 api budget, this project implements a scientific framework to test whether adaptive teaching produces measurably better results than static approaches.

docs for the Laplace Platform, a social learning and scholarly crowdsourcing (i.e., a research repository) platform designed for engaging solidarity economy actors, citizens, scientists, students, and teachers that combines elements of platform cooperativism, Web 3 technologies and designs, open science, citizen science, and alternative EdTech.

Webpage for SIG Human Learning

A Skill that chunks long text into memorable macro-units using Sweller's Cognitive Load Theory, for better learning and retention.

Eleven skill dimensions per word, FSRS-6 scheduling per skill, and no mastery until you can produce the word in writing. Each mistake is sorted into one of seven error categories, and no word enters practice before it's taught. Runs in the browser from one HTML file, with no server, no account and no network requests

An R-package for metacognitive calibration analysis and visualization

The Modular Automation Engine for Academic Assessments, Powered by Learning Science.

🎓 Pedagogía, Docencia y Ciencias del Aprendizaje v2.0.0 · 300 clases en 25 partes · El programa de formación pedagógica más completo en español: aprendizaje, didáctica, inclusión, currículum, evaluación, convivencia, IA educativa y liderazgo · Evidencia declarada por clase, 14 rutas por rol, 60 actividades de aula y portal offline 🇨🇱

Open Cognitive Integrity Infrastructure — a research platform for evaluating genuine human understanding rather than fluent AI-assisted output.

Agency-preserving self-regulated learning copilot for planning, monitoring, strategy adaptation, learner choice, reflection, and prompt-burden control.

Interactive instructional environment exploring planning-before-execution through a grid-based dungeon. Learners write complete instruction sequences, observe literal execution, debug failures, and revise their plans. Designed to build anticipation, instruction precision, and reflective problem solving.

Discord curator bot for KELS research community workflows

陳奕安 個人網站 — 教育與學習科技｜知識翻新研究、自建系統與教材作品集

Open-source research project exploring how AI coding tools can support problem-solving without replacing the thinking that helps people learn.