Scientific instructions files

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

Browse within: bioinformatics 24genomics 10machine-learning 9ai-scientist 8cyanheads 7drug-discovery 7model-context-protocol 7LaTeX 5academic-writing 5ai-for-science 5chemistry 5claude-plugin 5codex-cli 5codex-skill 5

Ayueh0102/Ronnier-skill

Instructions file CodexOpenCode

Project instructions for Ronnier-skill, a colour-science knowledge base. They explain what material is available, which document to consult for each question and rules for checking printed errors before writing code.

not rated 87 9d ago A 2,042 tokens

jmrplens/TFG-TFM_EPS

Instructions file GitHub Copilot

Instructions for jmrplens/TFG-TFM_EPS, covering reglas críticas, estructura del proyecto, configuración del documento, titulaciones disponibles and regla de idioma.

not rated 84 8d ago A 3,487 tokens original MIT

arc AGENTS.md

75

tririver/arc

Instructions file CodexOpenCode

AGENTS.md instructions for tririver/arc, covering arc development guidance, governing philosophy: infrastructure for model-led science, navigation, research principles and local robustness.

not rated 82 2d ago A 3,116 tokens original MIT

zxyasfas/paper_format_agent

Instructions file CodexOpenCode

Instructions for zxyasfas/paper_format_agent, covering agent instructions, commands, guardrails and high-value pr areas.

not rated 79 1mo ago A 210 tokens original MIT

Apex AGENTS.md

77

AMD-AGI/Apex

Instructions file CodexOpenCode

Instructions for AMD-AGI/Apex, covering agents.md, project overview, environment (always set first), critical: read-only codebase and gpu cleanup (only if needed).

not rated 76 7d ago A 9,941 tokens original MIT

yorkeccak/scientific-skills

Instructions file

Instructions for yorkeccak/scientific-skills, a project described as: Natural language scientific literature search skills with semantic search over PubMed, arXiv, ChEMBL, DrugBank, bioRxiv, medRxiv, clinical trials, and more with zero API complexity.

not rated 61 7mo ago A 78 tokens original MIT

Alexander-M-Dickerson/ai-asset-pricing

Instructions file

Instructions for Alexander-M-Dickerson/ai-asset-pricing, covering project scope, local environment, shared python package, or without uv: -m pip install --no-compile -e and pybondlab.

not rated 59 4mo ago A 1,678 tokens original MIT

Score-CAM CLAUDE.md

80

tabayashi0117/Score-CAM

Instructions file

Instructions for tabayashi0117/Score-CAM, covering claude.md, what this repository is, layout, non-negotiable rules and paper fidelity.

not rated 58 14d ago A 1,091 tokens original MIT

cherimoya CLAUDE.md

82

jmschrei/cherimoya

Instructions file

Instructions for jmschrei/cherimoya, covering cherimoya, layout, commands, conventions and gotchas (non-obvious).

not rated 58 +1 21d ago A 1,098 tokens original MIT

FaST-LMM AGENTS.md

83

fastlmm/FaST-LMM

Instructions file CodexOpenCode

Instructions for fastlmm/FaST-LMM, covering coding notes for agents, general policies, cross-repository release coordination, numerical correctness and error handling.

not rated 55 25d ago A 1,535 tokens original Apache-2.0

vlasenkoalexey/tpu_performance_autoresearch_wiki

Instructions file Gemini CLI

Instructions for vlasenkoalexey/tpu_performance_autoresearch_wiki, covering gemini/antigravity operating rules, platform adaptation (claude code → gemini/antigravity), 1. skills — native, no emulation, 2. never-stop hook & retrospectives and 3. session and transcript resolution.

not rated 54 8d ago A 986 tokens original MIT

whanyu1212/QuantRL-Lab

Instructions file

Instructions for whanyu1212/QuantRL-Lab, covering claude.md, essential commands, package management, testing and code quality.

not rated 53 4mo ago A 2,870 tokens original MIT

PhD-Zero AGENTS.md

87

TenureAI/PhD-Zero

Instructions file CodexOpenCode

Instructions for TenureAI/PhD-Zero, covering ai r&d workspace, self-check before every reply, default operating rules, persistent optimization guardrails and goal and done guardrails.

not rated 52 5mo ago A 3,031 tokens original MIT

clefru/ocrmypdf-paddleocr

Instructions file

Instructions for clefru/ocrmypdf-paddleocr, covering ocrmypdf-paddleocr bounding box fixes, fix 1: native word-level bounding boxes, implementation, extract word-level data and token merging.

not rated 51 6mo ago A 2,132 tokens original MPL-2.0

FastPLMs AGENTS.md

89

Synthyra/FastPLMs

Instructions file CodexOpenCode

AGENTS.md instructions for Synthyra/FastPLMs, covering fastplms, purpose, sources of truth, repository boundaries and architectural invariants.

not rated 51 8d ago B 2,010 tokens

hpcguard AGENTS.md

90

ALBDNDJ/hpcguard

Instructions file CodexOpenCode

Instructions for ALBDNDJ/hpcguard, covering ai agent operational rules for hpc clusters, 1. login node awareness, 2. command interception, 3. slurm array best practices and 4. job failure diagnostics.

not rated 64 +7 15d ago A 509 tokens original MIT

autozyme CLAUDE.md

91

ElliotXie/autozyme

Instructions file

Instructions for ElliotXie/autozyme, covering autozyme, layout, how to use, environment and cli quick reference.

not rated 49 19d ago A 289 tokens original MIT

cqframework/clinical-reasoning

Instructions file CodexOpenCode

AGENTS.md instructions for cqframework/clinical-reasoning, covering agents.md, project overview, build and test commands, building the project and full build with tests.

not rated 49 today A 927 tokens original Apache-2.0

agjs/gb10-clock-cap

Instructions file CodexOpenCode

Instructions for agjs/gb10-clock-cap, covering agent contract, one-command path, inputs you must resolve before running, preflight gates and measurement rules.

not rated 48 1mo ago B 1,319 tokens original MIT

AbhiRawat4841/mathematica-mcp

Instructions file CodexOpenCode

Instructions for AbhiRawat4841/mathematica-mcp, covering mathematica mcp - agent instructions, key concept, rules, routing (lean profile, default) and typical workflow.

not rated 48 2mo ago A 533 tokens original MIT

jiegec/waveform-mcp

Instructions file

Instructions for jiegec/waveform-mcp, covering claude's notes for waveform-mcp, project overview, architecture, mcp tools (8 total) and key dependencies.

not rated 47 1mo ago A 958 tokens original MIT