scientific instructions

245 tagged scientific, measured the same way as everything else here.

Browse within: bioinformatics 47data-science 14genomics 13healthcare 10ai-scientist 9deep-learning 8fastmcp 8machine-learning 8claude-science 7protein-engineering 7python 7ai-assistant 6ai-for-science 6computational-biology 6

topocm/topocm_content

Instructions file CodexOpenCode

AGENTS.md instructions for topocm/topocm_content: This repository contains materials for a course on topology in condensed matter physics.

334 9mo ago A 174 tokens

csml-rpi/Foam-Agent

Instructions file CodexOpenCode

Instructions for csml-rpi/Foam-Agent, covering agents.md, what is foam-agent?, build and run, environment setup and run a simulation.

308 18d ago A 1,630 tokens original MIT

K-Dense-AI/science-superpowers

Instructions file

Claude Code instructions for K-Dense-AI/science-superpowers, covering science superpowers — contributor guidelines, what this project is, design principles (read before changing skills), working on skills and general.

304 13d ago A 653 tokens

K-Dense-AI/science-superpowers

Instructions file Gemini CLI

Gemini CLI instructions for K-Dense-AI/science-superpowers, a project described as: Composable computational-science methodology skills for AI research agents — pre-registration over TDD. A science-domain reimplementation of Superpowers.

304 13d ago A 31 tokens

MoleCode AGENTS.md

29

AtomFlow-AI/MoleCode

Instructions file CodexOpenCode

Instructions for AtomFlow-AI/MoleCode, covering agents.md — molecode, what this repo is, use the molecode skill, molecode-first rule and cli quick start.

297 2mo ago A 847 tokens original MIT

NVlabs/SimFoundry

Instructions file CodexOpenCode

Instructions for NVlabs/SimFoundry, covering simfoundry — agent guide, what this repo does, environments, do not edit deps/ and the saved-scene contract.

277 5d ago A 4,224 tokens original Apache-2.0

texera CLAUDE.md

31

apache/texera

Instructions file

Instructions for apache/texera: Licensed to the Apache Software Foundation (ASF) under one or more contributor license agreements. See the NOTICE file distributed with this work for additional information regarding copyright ownership. The ASF licenses this file to you under the Apache License, Version 2.0 (the…

276 yesterday A 215 tokens original Apache-2.0

My-Jogyo AGENTS.md

32

Yeachan-Heo/My-Jogyo

Instructions file CodexOpenCode

AGENTS.md instructions for Yeachan-Heo/My-Jogyo, covering agents.md - gyoshu repository guide, the agent team, model configuration, available model aliases and upgrading to premium models.

244 6mo ago A 12,003 tokens

sim-cli CLAUDE.md

33

svd-ai-lab/sim-cli

Instructions file

Instructions for svd-ai-lab/sim-cli, covering claude.md, project overview, commands, install and tests.

211 4d ago A 4,423 tokens original Apache-2.0

SkBlaz/py3plex

Instructions file GitHub Copilot

Instructions for SkBlaz/py3plex, covering github copilot instructions for py3plex, project overview, repository structure, key code patterns and network creation.

187 2d ago A 2,573 tokens original MIT

station CLAUDE.md

35

dualverse-ai/station

Instructions file

Instructions for dualverse-ai/station, a project described as: The Station is an open-world multi-agent environment where AI agents pursue autonomous scientific discovery and build a shared literature.

168 5d ago A 3 tokens copy · 100% Apache-2.0

station GEMINI.md

36

dualverse-ai/station

Instructions file Gemini CLI

Instructions for dualverse-ai/station, a project described as: The Station is an open-world multi-agent environment where AI agents pursue autonomous scientific discovery and build a shared literature.

168 5d ago A 3 tokens copy · 100% Apache-2.0

OmicsClaw AGENTS.md

37

TianGzlab/OmicsClaw

Instructions file CodexOpenCode

Instructions for TianGzlab/OmicsClaw, covering agents.md — omicsclaw guide for ai coding agents, repository working contract, project overview, setup and pip install -e .

158 1mo ago A 7,253 tokens original Apache-2.0

forge CLAUDE.md

38

jdforsythe/forge

Instructions file

Instructions for jdforsythe/forge, covering forge, tech stack, conventions and key principles.

151 1mo ago A 214 tokens original MIT

NVIDIA/nvalchemi-toolkit

Instructions file

Instructions for NVIDIA/nvalchemi-toolkit, a project described as: ALCHEMI Toolkit is a developer toolkit for accelerating training and inference for AI in chemistry and material science.

150 7d ago A 11 tokens copy · 100% Apache-2.0

dna-seq/just-dna-lite

Instructions file CodexOpenCode

AGENTS.md instructions for dna-seq/just-dna-lite, covering agent guidelines, repository layout (uv workspace), running the app, uv script entry point collisions and coding standards.

138 8d ago A 19,032 tokens AGPL-3.0

ls1intum/thesis-template-typst

Instructions file GitHub Copilot

Instructions for ls1intum/thesis-template-typst, covering thesis proposal review assistant instructions, key responsibilities, critical success factors, most important elements (prioritize these) and section-specific guidelines.

132 19d ago A 1,271 tokens original MIT

damionrashford/RivalSearchMCP

Instructions file CodexOpenCode

Instructions for damionrashford/RivalSearchMCP, covering agents.md, project overview, development commands, setup & running and install dependencies.

125 2d ago A 2,638 tokens original MIT

evo-design/proto-tools

Instructions file CodexOpenCode

Instructions for evo-design/proto-tools, a project described as: A universal infrastructure layer for generative biology.

121 4d ago A 4 tokens copy · 100% MIT

evo-design/proto-tools

Instructions file Gemini CLI

Instructions for evo-design/proto-tools, a project described as: A universal infrastructure layer for generative biology.

121 4d ago A 4 tokens copy · 100% MIT

genggng/hermes-arxiv-agent

Instructions file CodexOpenCode

AGENTS.md instructions for genggng/hermes-arxiv-agent, covering agents, project purpose, core data flow, deployment modes and 1. local mode.

118 4d ago A 2,050 tokens

celeritas AGENTS.md

46

celeritas-project/celeritas

Instructions file CodexOpenCode

AGENTS.md instructions for celeritas-project/celeritas, covering celeritas ai agent instructions, mandatory behaviors, before any modification — verify code state, after any user correction — update this file and after any completed task — commit.

105 3d ago A 2,452 tokens

OpenSDL CLAUDE.md

47

fl-sean03/OpenSDL

Instructions file

Instructions for fl-sean03/OpenSDL, a project described as: A modular Python foundation for reproducible computational and autonomous laboratories. Alpha; the reference profile is simulator-only.

102 yesterday A 5 tokens copy · 100% Apache-2.0