Scientific skills

12,537 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

less-sdk

385

jianboqi/less-skill

Skill Claude Code

Guide for using the LESS radiative transfer model via pyLessSDK. Use when the user asks to create, configure, or run LESS simulations, set up scenes with vegetation/terrain, configure sensors (orthographic, perspective, fisheye, LiDAR, TRAC, photon tracing), define optical properties, or post-process simulation…

not rated 12 +1 5mo ago A 71 tokens

six-sigma-r

386

robustagile/six-sigma-in-r-skill

Skill Claude CodeCodex

Generates R implementations for Six Sigma / statistical-process-control tasks — control charts (X-bar R, I-MR, P, NP, C, U), process capability (Cp/Cpk/Pp/Ppk), DPMO and sigma level, Pareto and run charts, histograms, box plots, scatter/regression, correlation, hypothesis tests (1- and 2-sample t, proportion…

not rated 12 4mo ago A 339 tokens original Apache-2.0

rh-inf-extract

387

reason-healthcare/rh-skills

Skill Claude CodeCodex

Reviewer-gated extraction skill for deriving L2 structured artifacts from ingested normalized sources. Runs MCP terminology enrichment, presents batch proposals for human review, records decisions via concept review CLI, and writes finalized topics/ /structured/concepts/concepts.yaml plus an extract plan that includes…

not rated 12 2mo ago A 96 tokens

melodie-develop

388

ABM4ALL/melodie-skills

Skill Claude Code

A Chinese-language assistant for turning a Melodie agent-based model design into code, test data, and documentation. Melodie is a framework for building simulations whose individual entities interact over time.

not rated 12 +1 4mo ago A 31 tokens original MIT

ai-research

389

Toadoum/ai-research-skill

Skill Claude CodeCodex

Move fast AND rigorously through the full AI/ML research loop: framing a testable hypothesis, reviewing the literature, reproducing a baseline, designing leak-free experiments, tracking runs, analyzing results honestly, and writing up. Use this whenever the user is doing machine-learning or AI research — reading or…

not rated 12 2mo ago A 144 tokens original MIT

paper-writing

390

EvoClaw/amplify

Skill Claude CodeCodex

Use when and ONLY when the user explicitly requests paper writing and G4 (write-ready) gate has passed — handles LaTeX structure, senior-level writing, reference verification, and iterative refinement.

not rated 12 6mo ago A 41 tokens original MIT

MadScientistA1C/PaperSKILL

Skill Claude CodeCodex

Central hub for academic paper writing with selectable author styles. Use when the user asks to write, revise, evaluate, or distill any section of an academic paper.

not rated 12 4mo ago A 38 tokens

LeiGao0203/R-Medical-Statistics-Skills

Skill Claude CodeCodex

A workflow for exploratory factor analysis (EFA), a method for discovering hidden dimensions behind measurements such as questionnaire items. It includes factor extraction, rotation, interpretation, and Cronbach’s alpha reliability analysis.

not rated 12 1mo ago A 136 tokens

maris205/open-rosalind

Skill Claude CodeCodex

Analyze DNA/RNA/protein sequences and optionally probe UniProt for homology. Use when user provides FASTA format or raw sequence.

not rated 12 15d ago A 31 tokens

13muyoung-crypto/acaflow-review-generator

Skill Claude CodeCodex

A workflow for producing a Chinese scientific review article from mapped and retrieved research literature. It uses acaflow to map papers and QingHydrogen to search for references for each topic branch.

not rated 12 2mo ago A 199 tokens

yangqirui2020/PNG-to-SVG-

Skill Codex

An image-to-editable-SVG tool for research figures, method diagrams, architecture diagrams, and flowcharts. SVG is a vector image format whose parts can be edited individually in tools such as Figma.

not rated 12 3mo ago A 114 tokens

thrml

396

extropic-ai/thrml-skill

Skill Claude CodeCodex

Write correct, idiomatic THRML code, centered on Ising machines and how they are trained. THRML is Extropic's JAX-based GPU simulator for the block Gibbs sampling programs that run natively on Extropic's probabilistic computing hardware. Use this skill whenever the user mentions THRML, Extropic, probabilistic…

not rated 12 +1 3mo ago A 174 tokens

academic-figure

397

XYD-GIS/paper-toolkits

Skill Claude Code

A Chinese-language toolkit for making and checking academic charts, diagrams, flowcharts, and graphical abstracts. A graphical abstract is a visual summary of a research paper, while a flowchart shows the steps or decisions in a process.

not rated 12 +1 3mo ago A 215 tokens original MIT

math-modeling

398

Hjdd14/math-modeling

Skill Claude CodeCodex

A multi-stage workflow for mathematical modelling competitions and similar problems using documents and spreadsheet data. It covers problem review, model selection, code, charts, validation, reproducibility, and writing handoff materials.

not rated 12 +2 changed 2d ago A 114 tokens original MIT

ysyecust/write-reader-first-papers

Skill Codex

Rewrite, restructure, translate, or audit academic manuscripts so first-time readers can identify the problem, contribution, evidence, value, and limitations without decoding internal jargon or formulaic prose. Use for English or Chinese papers, abstracts, introductions, methods, results, conclusions, highlights…

not rated 12 +2 16d ago A 147 tokens original MIT

cass-2003/local-workflow-skill

Skill Claude Code

A guide to using AI when drafting and improving scientific papers, while keeping the research question, evidence, and conclusions under the researcher's control.

not rated 12 2mo ago A 45 tokens original MIT

LivXue/paper-search-with-citation

Skill Claude CodeCodex

Use when working with the Academic Paper Search and BibTeX Generation API, including searching papers, retrieving BibTeX citations, and monitoring API manager statistics.

not rated 11 1mo ago A 36 tokens

opensci-skill

402

HughYau/opensci-skill

Skill Claude CodeCodex

Help an agent familiarize itself with any scientific Python library or codebase so it can write a high-quality opensci skill for that library. Use when creating, auditing, or refactoring opensci skills for published packages, source-only repositories, namespace packages, or mixed-layout projects. Content is optimized…

not rated 11 6mo ago A 0 tokens

michael-writing

403

michaelrizvi/claude-config

Skill Claude CodeCodex

Apply Michael's academic writing style when drafting or editing text. Use when writing LaTeX prose, paper sections, abstracts, or any academic text for Michael.

not rated 11 5mo ago A 36 tokens

ultrasearch

404

zevtos/agentpipe

Skill Claude CodeCodex

A research workflow for systematic literature reviews, which collect and assess published studies on a defined topic. It searches several academic databases, downloads open-access papers, and builds a searchable local collection.

not rated 11 3mo ago A 183 tokens original MIT

dynamo-preprocess

405

aristoteleo/awesome-skill-generate

Skill Claude CodeCodex

Run or adapt dynamo preprocessing with dynamo.preprocessing.Preprocessor, including the recipe branches monocle, seurat, sctransform, pearsonresiduals, and monoclepearsonresiduals. Use when converting or reproducing docs/tutorials/notebooks/100tutorialpreprocess.ipynb, preprocessing an AnnData object for downstream…

not rated 11 5mo ago A 109 tokens original BSD-2-Clause

research-to-package

406

odinokov/research-to-package

Skill Claude CodeCodex

Use when the user wants to "productionize", "port", "package", "harden", "clean up", or "make installable" research, academic, or prototype code — loose scripts, notebooks, or a one-off repo — turn scripts/notebooks into a real library, get something pip/uv-installable, or build an HPC/SLURM-friendly tool that runs…

not rated 11 5d ago A 132 tokens original Unlicense

paper-orchestra

407

sunjongos/paper-orchestra-for-claude-code

Skill Claude Code

An end-to-end workflow for writing SCI research papers, which are scientific papers intended for journals indexed by the Science Citation Index. It supports brainstorming, novelty checks, paper structure, reviews, bilingual writing, and final document files.

not rated 11 5mo ago A 131 tokens

ShangBioLab/SpatialClaw

Skill Claude CodeCodex

Identify tissue regions and spatial niches from preprocessed spatial transcriptomics data using Leiden, Louvain, SpaGCN, STAGATE, GraphST, or BANKSY.

not rated 11 3mo ago A 40 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: