Scientific instructions files

527 tagged Scientific, measured the same way as everything else here.

Browse within: bioinformatics 28model-context-protocol 15machine-learning 13cyanheads 12genomics 11drug-discovery 9Cheminformatics 7academic-writing 7ai-tools 7LaTeX 6astronomy 6claude-plugin 6ai-research 5calculator 5

AiAgentKarl/aviation-mcp-server

Instructions file

Instructions for AiAgentKarl/aviation-mcp-server, covering aviation mcp server — projektanweisungen, projektübersicht, tech stack, konventionen and architektur.

not rated 3 5mo ago A 273 tokens original MIT

gregario/astronomy-oracle

Instructions file

Claude Code instructions for gregario/astronomy-oracle, covering astronomy oracle, stack, commands, architecture and testing.

not rated 3 4d ago A 250 tokens original MIT

zachswift615/audio-analysis-mcp

Instructions file

Claude Code instructions for zachswift615/audio-analysis-mcp, covering audio analysis mcp tool, when to use, tool signature, quick reference and interpreting results.

not rated 3 8mo ago A 685 tokens

puran-water/water-chemistry-mcp

Instructions file

Instructions for puran-water/water-chemistry-mcp, covering water chemistry mcp server system prompt, server: waterchemistrymcp, scientific integrity & engineering efficiency, core tools and 1. calculatesolutionspeciation.

not rated 3 5mo ago A 5,898 tokens original MIT archived

S2mon123/FEP-Agent-Hub

Instructions file CodexOpenCode

Instructions for S2mon123/FEP-Agent-Hub, a project described as: Evidence-first FreeCAD, Elmer FEM, and ParaView MCP automation stack with verified CAE workflows and Codex Skill.

not rated 3 22d ago A 221 tokens original MIT

HighScientist/drug-designer-skill

Instructions file CodexOpenCode

AGENTS.md instructions for HighScientist/drug-designer-skill, covering agents.md — codex adapter for drug-designer, when to load the skill, how to use the skill, what not to do and merge guidance.

not rated 3 +1 4mo ago A 600 tokens

valenZW/cst-sim-agent

Instructions file CodexOpenCode

A repository guide in AGENTS.md for cst-sim-agent, a tool that lets an AI assistant control CST Studio Suite for electromagnetic simulations. It explains the project layout and how its tools connect to the simulation software.

not rated 3 +1 10d ago A 2,419 tokens original Apache-2.0

wei-ai-lab/clinical-trial-design

Instructions file CodexOpenCode

Instructions for wei-ai-lab/clinical-trial-design, covering agents.md — codebase tour for ai agent contributors, what clinical-trial-design is, repo layout, the four layers and how to add a design wrapper.

not rated 2 4mo ago A 4,731 tokens original Apache-2.0

taehojo/alphagenome-mcp

Instructions file

Instructions for taehojo/alphagenome-mcp, covering claude.md, project overview, development commands, building and testing and install dependencies.

not rated 2 6mo ago A 952 tokens original MIT

Eureka GEMINI.md

276

jeonnoin-alt/Eureka

Instructions file Gemini CLI

Instructions for jeonnoin-alt/Eureka, a project described as: Scientific TDD for AI coding agents: pre-registration before data, claims audit before submission, external novelty gate, reproducibility. Claude Code + 4 platforms.

not rated 2 4mo ago A 27 tokens original MIT

Sliky1/lagrangian-skills

Instructions file

Instructions for Sliky1/lagrangian-skills, covering claude.md, version, skill entrypoint, development rules and lightweight validation.

not rated 2 3mo ago A 236 tokens original MIT

Stephen-studying/tech-route-maker

Instructions file CodexOpenCode

Instructions for Stephen-studying/tech-route-maker, covering agents.md, project overview, required behavior, common commands and safety.

not rated 2 1mo ago A 558 tokens original MIT

lancegui/causal-powers

Instructions file CodexOpenCode

Instructions for lancegui/causal-powers, a project described as: Economist's discipline for data analysis, causal inference, and econometrics — reduced-form and structural. A Claude Code plugin whose name is a homage to superpowers; it makes the silent failures of data work loud.

not rated 2 12d ago A 4 tokens original MIT

Dariolex/pubmed-search-agent

Instructions file

Instructions for Dariolex/pubmed-search-agent, covering pubmed nl search agent — claude.md, 1. obiettivo del progetto, 2. stato del progetto, 3. architettura and 4. api pubmed (ncbi e-utilities) — riferimento tecnico.

not rated 2 1mo ago A 3,580 tokens original MIT

genome-mcp CLAUDE.md

281

gqy20/genome-mcp

Instructions file

Project instructions for Genome MCP, a server that lets coding agents query gene information, compare related genes across species, and study evolution using public biology databases. MCP is a standard way for tools and agents to exchange information.

not rated 2 9mo ago A 2,957 tokens original MIT

trainer CLAUDE.md

282

Joe-Heffer/trainer

Instructions file

Instructions for Joe-Heffer/trainer, covering claude.md, project overview, technology stack, commands and development setup.

not rated 2 7mo ago A 1,005 tokens original MIT

ORBIT-Q AGENTS.md

283

sxzgroup/ORBIT-Q

Instructions file CodexOpenCode

Instructions for sxzgroup/ORBIT-Q, covering agents.md, quick bootstrap, framework image strategy, run a challenge with codex or claude code and verifier-only candidate check.

not rated 2 1mo ago B 4,070 tokens original Apache-2.0

Eklavya-San/CTQ-extraction

Instructions file Gemini CLI

Gemini CLI instructions for Eklavya-San/CTQ-extraction, a project described as: AI agent skill for extracting Critical-To-Quality (CTQ) parameters, GD&T feature control frames, and verbatim tolerances from engineering drawings & CAD files into structured JSON.

not rated 2 28d ago A 113 tokens

daily-arxiv AGENTS.md

285

RintaroMasaoka/daily-arxiv

Instructions file CodexOpenCode

Project instructions for creating a daily digest of research papers from arXiv, a website where researchers share scientific papers. They describe how to fetch and read the paper data and how it is structured in JSON.

not rated 2 today A 2,027 tokens

zjgao-spin/Autoresearch_MRsequence

Instructions file CodexOpenCode

Instructions for zjgao-spin/Autoresearch_MRsequence, covering agents.md — mri sequence optimization agent, background, what you will do, rules (critical) and calling evaluate().

not rated 2 4mo ago A 2,279 tokens original MIT

core AGENTS.md

288

epicurrents/core

Instructions file CodexOpenCode

Instructions for epicurrents/core, covering version compliance, or simply, core concepts, key concepts and globals.

not rated 2 12d ago C 11,991 tokens original Apache-2.0

At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: