Scientific skills

12,531 tagged Scientific, measured the same way as everything else here.

Browse within: bioinformatics 258ai-scientist 209LLM 185agents 185biology 166reasoning-language-models 165ai-scientists 164reasoning-agent 164tool-use 164agent 158data-analysis 129cancer-genomics 128computational-biology 128literature-review 120

protein-design

409

BioTender-max/ProteinClaw

Skill Claude CodeCodex

Computational protein design toolkit. Use this skill group when: (1) Designing protein binders from scratch, (2) Predicting protein structures (Chai, Boltz, Protenix), (3) Sequence design with ProteinMPNN/LigandMPNN/SolubleMPNN, (4) Quality control and filtering of protein designs, (5) Planning and managing binder…

not rated 11 6mo ago A 145 tokens

DruGUI

410

BioTender-max/DruGUI

Skill Claude CodeCodex

This skill orchestrates a complete structure-based virtual screening (SBVS) pipeline.

not rated 11 5mo ago A 0 tokens

easymeta

411

Rimagination/easymeta

Skill Codex

A workflow for systematic reviews, evidence maps, and meta-analyses in medicine, public health, and natural or environmental sciences.

not rated 11 1mo ago A 172 tokens original MIT

warp-opus-et

412

alncat/opusTomo

Skill Claude CodeCodex

Cryo-ET data processing pipeline using WARP, AreTomo2, PyTOM, and OPUS-ET. Use this skill whenever the user is processing cryo-electron tomography (cryo-ET) data, including: importing frame series or tilt series from MDOC files, CTF estimation, AreTomo2 alignment, template matching with PyTOM, exporting subtomograms…

not rated 11 9d ago A 141 tokens GPL-3.0

paper-survey-builder

413

zane-gao/paper-survey-builder

Skill Claude CodeCodex

A workflow for building a long-term Obsidian research workspace around a scientific paper topic. Obsidian is a note-taking app that links and organizes Markdown files.

not rated 11 5mo ago A 91 tokens original MIT

law-bootstrap

414

li-ch/law-skills

Skill Claude CodeCodex

Create a new academic paper repository with the correct directory structure, venue template, and agent instruction files. Use when the user asks to create a new paper, bootstrap a paper project, start a new submission, or set up a paper repo for a specific venue (NSDI, SIGCOMM, APNet, arxiv).

not rated 11 1mo ago A 67 tokens original MIT

papers-reading-skill

415

AOROM/paperreading

Skill Codex

Evidence-grounded AI research workflow for turning supplied economics, finance, management, and social-science papers or structured records into versioned PaperReading artifacts. Use when Codex must ingest text, Markdown, or a text-based PDF; separate source-grounded claims from researcher analysis; bind findings to…

not rated 11 26d ago A 115 tokens original MIT

astropy

416

magic3007/dotfiles

Skill Claude CodeCodex

Core Python library for astronomy and astrophysics workflows that need Astropy APIs, including units/quantities, coordinates, FITS I/O, tables, time systems, WCS, and cosmology. Use when implementing or debugging astronomical data analysis code with Astropy.

not rated 11 yesterday A SkillSpector: pass 56 tokens original MIT

the-thinker0/math-skill

Skill Claude CodeCodex

A routing guide for mathematical analysis in AI research and cryptography. It helps an agent choose the relevant mathematical ideas and checks for a problem.

not rated 11 17d ago A 151 tokens original MIT

black-yt/skills

Skill Claude CodeCodex

A Chinese-language guide for writing and revising artificial-intelligence research papers for academic conferences.

not rated 11 +1 18d ago A 68 tokens

WolframResearch/skills

Skill Claude CodeCodex

Use this skill when both of these are present: (1) a night or time reference — "tonight", "tomorrow", "this weekend", "Saturday night", or any specific date; (2) observing intent — stargazing, skywatching, telescope or binocular use, wanting to know what's visible or "up", asking whether a specific object (planet…

not rated 11 1mo ago A 174 tokens original MIT

chanlun-engine-skill

420

adsorgcn/chanlun-engine-skill

Skill Claude CodeCodex

A Chinese-language stock-analysis skill based on Chan theory, a method for interpreting price-chart structures such as turning points and trading ranges.

not rated 11 +2 18d ago A 128 tokens original MIT

manuscript-check

421

MarkD1Zzz/workflow-tracker

Skill Claude CodeCodex

A Chinese-language skill for checking the completeness and consistency of academic manuscripts. It traces claims to original papers, code, and experiment records, then checks related text, tables, scripts, figures, and stored memories.

not rated 10 2mo ago A 124 tokens original MIT

Galaxy-Dawn/publication-chart-skill

Skill Claude CodeCodex

This skill should be used when the user asks for a publication-quality scientific figure or table, wants help choosing the right chart for results, needs a paper-ready pubfig>=0.3.0 CLI or pubtab workflow, wants a figure + companion table for a results section, wants an Excel sheet turned into publication-ready LaTeX…

not rated 10 4mo ago A 84 tokens

paper-workshop

423

tjhavranek/paper-workshop

Skill Claude CodeCodex

CRUCIBLE: a Claude-only adversarial expert workshop that stress-tests a scientific paper and then, opt-in, rebuilds it. ACT I (TRIBUNAL): from the paper PDF (plus a few public cited works it fetches), a topic-adapted fleet of expert referee subagents (every contested claim argued from at least two COMPETING…

not rated 10 1mo ago A 524 tokens

ampl-callbacks

424

marcos-dv/ampl-agents

Skill Claude CodeCodex needs its repo

Expert in AMPL solver callbacks via ampls (AMPL Solver Libraries): amplpygurobi, amplpycplex, amplpyxpress, amplpycopt. Use for GenericCallback, lazy constraints, user cuts, subtour elimination, Benders cuts added to the solver matrix, heuristic solution injection, custom stopping criteria, and solve monitoring. Knows…

not rated 10 21d ago A SkillSpector: pass 105 tokens original MIT

creating-figures

425

isomoes/skills

Skill Claude CodeCodex

Creates publication-quality scientific figures for academic papers using TikZ. Use when creating block diagrams, system architectures, flowcharts, or technical illustrations for papers and theses. Always render a temporary PNG/JPG preview and self-verify visual quality before finalizing figure files.

not rated 10 4mo ago A 57 tokens original MIT

zeroplot

426

blackblue-labs/zeroplot

Skill Claude CodeCodex

Create editable charts, diagrams, figures, posters, or slides from intent, data, or references.

not rated 10 1mo ago A 24 tokens original MIT

Shoko-official/Claude-Science-System-Prompts

Skill Claude CodeCodex

Conduct rigorous, reproducible multi-step scientific work with literature, databases, local files, Python, R, shell, artifacts, reviewers, and approved compute. Use for evidence synthesis, data or statistical analysis, machine learning, simulation, study design, scientific figures or manuscripts, reproduction audits…

not rated 10 1mo ago A 99 tokens original Apache-2.0

plaxis

428

Sompote/plaxisMCP

Skill Claude CodeCodex

Drive PLAXIS 2D V20 via the MCP server in this repo — connect, build geometry/materials/boreholes, set BCs, mesh, configure phases (K0/Plastic/Safety), calculate, and read results. Use when the user asks anything about PLAXIS, embankments, soft clay, factor of safety, settlement, soil materials, boreholes, staged…

not rated 10 4mo ago A 159 tokens

optimize-report

429

TaoELi/FermiLink

Skill Claude CodeCodex

Generate a Sphinx-ready report bundle (plots, RST, contract, per-accepted-commit pages) from a completed fermilink optimize workspace. Use when the user asks to visualize, export, or publish optimization results from a .fermilink-optimize directory, or wants to prepare material for the Project Optimization website.

not rated 10 9d ago A 73 tokens AGPL-3.0

wind-sim

430

NanxiiChen/wind-simulation-GPU

Skill Claude CodeCodex

Stochastic wind field simulation library (JAX / PyTorch / NumPy) with stationary and nonstationary support. Use this skill whenever working in this repository — it covers both usage (running simulations, benchmarks, validation) and development (architecture, adding backends, modifying the algorithm, config system).…

not rated 10 1mo ago A 98 tokens GPL-3.0

research-mentor

431

zjgxuzhou-prog/Claude-Research-Menntor

Skill Claude CodeCodex

A Chinese-language research mentor for PhD students working in deep learning and artificial intelligence. It covers research from choosing a topic and designing experiments through writing papers and responding to reviews.

not rated 10 4mo ago A 379 tokens

mxl-driver-dftbplus

432

TaoELi/MaxwellLink

Skill Claude CodeCodex

This skill should be used when users want to couple MaxwellLink to the MaxwellLink-aware DFTB+ fork via the MaxwellLinkSocket block, including real-time Ehrenfest dynamics, VelocityVerlet Born-Oppenheimer MD, dipole-derivative choices, build/install, and TCP/UNIX socket connection patterns.

not rated 10 7d ago A 75 tokens GPL-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: