ADHD — a skill for coding agents. Tree-of-thought with pruning, built on the Claude & Codex Agent SDK. Fans out parallel divergent thoughts under different cognitive frames, scores, prunes traps, deepens the survivors. The no-brainer skill for creative and interdisciplinary work.

Figures & code from the paper "Shortcut Learning in Deep Neural Networks" (Nature Machine Intelligence 2020)

ChatCell: Facilitating Single-Cell Analysis with Natural Language

Repo Trabalho Interdisciplinar: Aplicações para Cenários Reais

Repo Trabalho Interdisciplinar: Aplicações Web

Imageomics-focused guide to collaborative work, including GitHub and Hugging Face workflows.

Millie Bay GitHub

Clinical-AI Research Framework

A compilation of Next Generation Science Standards, Common Core Math & ELA, and C3 Social Studies standards, and the UN Sustainable Development Goals.

Imagine: An open-source OCR for everyone.

This package supports global planning and meta-control for AI agents tackling complex, long-horizon tasks, reducing costly strategic mistakes and blind trial-and-error search.

Special repository containing the profile directory of InPhyT.

Repo Trabalho Interdisciplinar: Aplicações Distribuídas

Open Course on Energy, Climate, and Society

A cognitive base for AI agents — structural isomorphism detection across disciplines. 跨领域认知底座，让 AI 自动发现不同学科之间的结构同构。

Template guide to collaborative work, including GitHub and Hugging Face workflows. Co-developed with the Imageomics Guide.

A cross-domain model for coherence state dynamics in biological, artificial, collective, and ecological systems.

Assignment to scrape tweets based on hashtags and then analyse them through a sociological lens.

Knowledge Flows in Interdisciplinary Research

ABC-focused guide to collaborative work, including GitHub and Hugging Face workflows.