Scientific instructions files

508 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

FlowRegSuite/flowreg-agent-skills

Instructions file Claude CodeCodexOpenCode

AGENTS.md instructions for FlowRegSuite/flowreg-agent-skills, covering what this repository is, hard rules, layout and before you finish.

not rated 2 1mo ago A 1,172 tokens original MIT

ami-mcp CLAUDE.md

292

kratsg/ami-mcp

Instructions file Claude Code

Claude Code instructions for kratsg/ami-mcp, covering ami-mcp — contributor guide, architecture, project layout, tool registration pattern and tools/mymodule.py.

not rated 2 8d ago A 3,405 tokens original Apache-2.0

manna CLAUDE.md

293

NSF-Simons-CosmicAI-Institute/manna

Instructions file Claude Code

Claude Code instructions for NSF-Simons-CosmicAI-Institute/manna, covering manna — claude code context, commands, architecture, gotchas (real things that bit us — don't repeat) and reliability contracts (don't break).

not rated 2 23d ago C 3,236 tokens original MIT

timesfm-mcp AGENTS.md

294

chokukil/timesfm-mcp

Instructions file CodexOpenCode

AGENTS.md instructions for chokukil/timesfm-mcp: Read README.md before using or modifying this repository.

not rated 2 2mo ago A 150 tokens original Apache-2.0

VibeMath AGENTS.md

295

cyanseek/VibeMath

Instructions file CodexOpenCode

AGENTS.md instructions for cyanseek/VibeMath: VibeMath maps the live frontier of AI mathematics for people and agents. The public name, Skill, CLI, and MCP server remain VibeMath / vibemath.

not rated 2 19d ago A 285 tokens original MIT

tufantunc/axiom-advanced-math-mcp

Instructions file CodexOpenCode

AGENTS.md instructions for tufantunc/axiom-advanced-math-mcp, covering axiom advanced math mcp — agent instructions, run first, build & run, tests and architecture notes.

not rated 2 +1 yesterday A 1,272 tokens GPL-3.0

AURORA-NEURO/aurora-agent

Instructions file Claude CodeCodexOpenCode

AGENTS.md instructions for AURORA-NEURO/aurora-agent, covering aurora agent, what we can never compromise on, 1. honest labelling is the product, 2. invariants belong in the type system, not in comments and 3. determinism, byte for byte.

not rated 1 2d ago A 2,081 tokens original Apache-2.0

ashwinvis/scb-opendata-mcp

Instructions file CodexOpenCode

AGENTS.md instructions for ashwinvis/scb-opendata-mcp, covering plan, pxwebapi v2, nytt i pxwebapi v2, främsta skillnaderna mot pxwebapi v1 and konvertera pxwebapi v1 till pxwebapi v2.

not rated 1 5mo ago A 750 tokens original MIT

cyanheads/calculator-mcp-server

Instructions file Claude CodeCodexOpenCode

AGENTS.md instructions for cyanheads/calculator-mcp-server, covering agent protocol, mcp surface, security model, what's next? and core rules.

not rated 1 14d ago A 6,330 tokens copy · 83% Apache-2.0

cyanheads/bls-labor-mcp-server

Instructions file CodexOpenCode

AGENTS.md instructions for cyanheads/bls-labor-mcp-server, covering agent protocol, what's next?, domain: bureau of labor statistics, planned tool surface and core rules.

not rated 1 5d ago A 5,575 tokens

cyanheads/chembl-mcp-server

Instructions file Claude CodeCodexOpenCode

AGENTS.md instructions for cyanheads/chembl-mcp-server, covering developer protocol, server surface, core rules, patterns and tool.

not rated 1 11d ago A 7,121 tokens copy · 77% Apache-2.0

hea-bench AGENTS.md

303

dfieser/hea-bench

Instructions file CodexOpenCode

AGENTS.md instructions for dfieser/hea-bench, covering agents.md, what this is, install and import, the one mental model you need and descriptors (pure functions, exact units).

not rated 1 11d ago A 6,825 tokens original MIT

gregario/3dprint-oracle

Instructions file Claude Code

Claude Code instructions for gregario/3dprint-oracle, covering 3dprint-oracle, stack profiles, architecture, data source and data file.

not rated 1 4mo ago A 280 tokens original MIT

racehooks/racehooks-mcp

Instructions file CodexOpenCode

AGENTS.md instructions for racehooks/racehooks-mcp, covering agents.md — racehooks mcp server, install (end user), what it exposes, security model and contributing to this repo.

not rated 1 1mo ago A 792 tokens original MIT

torchcell CLAUDE.md

306

Mjvolk3/torchcell

Instructions file Claude Code

Claude Code instructions for Mjvolk3/torchcell, covering vision -- the virtual cell (north star), for local configs, git worktrees, programming guide and provenance & reproducibility.

not rated 1 changed yesterday A 12,957 tokens

arxiv-wiki AGENTS.md

308

synabreu/arxiv-wiki

Instructions file CodexOpenCode

AGENTS.md instructions for synabreu/arxiv-wiki, covering agents.md, project goal and rules.

not rated 1 yesterday A 121 tokens original MIT

saruca GEMINI.md

309

mdfranz/saruca

Instructions file Gemini CLI

Gemini CLI instructions for mdfranz/saruca, covering core instructions for python, python coding style, instructions for marimo, marimo fundamentals and code requirements.

not rated 1 6mo ago A 2,538 tokens original Apache-2.0

ltspiceMCP GEMINI.md

310

luc-me/ltspiceMCP

Instructions file Gemini CLI

Gemini CLI instructions for luc-me/ltspiceMCP, covering sistema: ltspice (mcp), herramientas disponibles, flujo de trabajo obligatorio, reglas de sintaxis (.cir) and instrucciones de visualización.

not rated 1 21d ago A 981 tokens

riccardovietri/thermal-mcp-server

Instructions file Claude Code

Claude Code instructions for riccardovietri/thermal-mcp-server, covering claude.md — thermal-mcp-server, what this is, architecture in 30 seconds, physics: what the model does and does not do and physics change protocol.

not rated 1 20d ago A 1,826 tokens original MIT

marfago/arxiv-sync-mcp-server

Instructions file Claude Code

Claude Code instructions for marfago/arxiv-sync-mcp-server, covering claude.md, development commands, environment setup, create and activate virtual environment and install with test dependencies.

not rated 1 1mo ago A 571 tokens original Apache-2.0