Scientific skills

12,428 tagged Scientific, measured the same way as everything else here.

Browse within: bioinformatics 260ai-scientist 207LLM 186agents 186biology 170reasoning-language-models 165ai-scientists 164reasoning-agent 164tool-use 164agent 159data-analysis 133cancer-genomics 132computational-biology 132literature-review 120

search-math-results

73

frenzymath/Danus

Skill Codex

Find program-conditioned math results, constructions, examples, counterexamples, analogies, and background references. Use when the current active program needs repair, mutation, analogy, a program shift, or carefully gated obstruction search.

not rated 412 +11 13d ago A SkillSpector: pass 48 tokens original Apache-2.0

Runchuan-BU/BioClaw

Skill Claude CodeCodex

A research workflow that turns structured biology research information into a complete manuscript plan.

not rated 406 +1 16d ago A 0 tokens

PKU-YuanGroup/OpenAI4S

Skill Claude CodeCodex

Handles batch effects in bulk RNA-seq via design-matrix inclusion (the correct path for DE), ComBat/ComBat-seq for visualization, SVA for unknown latent factors, RUVSeq for negative-control-gene-anchored unwanted variation, and limma::removeBatchEffect for plotting only. Encodes the Nygaard 2016 cardinal sin against…

not rated 397 +16 yesterday A SkillSpector: pass 187 tokens original MIT

Agent-Threat-Rule/agent-threat-rules

Skill Claude CodeCodex

Generate clinical trial protocols for medical devices or drugs. This skill should be used when users say "Create a clinical trial protocol", "Generate protocol for [device/drug]", "Help me design a clinical study", "Research similar trials for [intervention]", or when developing FDA submission documentation for…

not rated 388 +6 today A 70 tokens original MIT

yushui2022/MathModel-Skill

Skill Claude Code needs its repo

A workflow for choosing mathematical models and shaping a modelling paper around its scoring criteria. It also defines coordination rules for keeping a long modelling task on track.

not rated 384 +44 changed 5d ago A SkillSpector: pass 62 tokens original MIT

pymol-visualization

78

ChatMol/ChatMol

Skill Claude CodeCodex

Generate publication-quality molecular visualization images using PyMOL. Use this skill whenever the user mentions PyMOL, molecular visualization, protein rendering, structure figures, PDB visualization, ray tracing molecules, or wants to create images of proteins, ligands, binding sites, protein-protein interactions…

not rated 367 5mo ago A 174 tokens original MIT

ako4all

79

TongmingLAIC/AKO4ALL

Skill Claude CodeCodex

Drive an agentic loop that iteratively optimizes a GPU kernel for maximum speedup. Use this skill whenever the user wants to optimize / speed up / benchmark a GPU kernel (CUDA, Triton, TileLang, C++, Python), mentions AKO / AKO4ALL / AKO4X / agentic kernel optimization, asks to "make this kernel faster", or has a…

not rated 362 23d ago A 125 tokens original MIT

paper-feishu-digest

80

chtc66/academic-skills

Skill Codex

A Chinese-language digest workflow for finding recent research papers on arXiv, an online archive for academic papers, and optionally sending the results to Feishu. It ranks papers conservatively by relevance and summarizes them from their abstracts.

not rated 348 +2 5mo ago A 52 tokens original MIT

TingxiYu/academic-figure-skill

Skill Codex

Academic-grade scientific figure creation for Nature/Cell/Science journals. Use when the user asks to create, polish, review, or export scientific figures for manuscript submission. DO NOT trigger for: interactive dashboards (Plotly/Bokeh/Altair), exploratory data analysis without publication intent, math function…

not rated 347 +24 1mo ago A 107 tokens original Apache-2.0

Lupynow/math-modeling-skills

Skill Claude CodeCodex

A Chinese-language guide for solving mathematical modeling competition problems. It covers China’s CUMCM and America’s MCM/ICM, where teams use mathematics and code to answer real-world problem statements.

not rated 335 +34 1mo ago A SkillSpector: pass 186 tokens original MIT

StatsPAI_skill

83

brycewang-stanford/StatsPAI

Skill Claude CodeCodex

Use when the user asks to run a full empirical / causal analysis in Python — by default in the style of an applied economics paper (AER / QJE / JPE / ReStud / AEJ) with DID / RD / IV / SCM / DML / matching, written-out estimating equation + identifying assumption, Table 1 / Table 2 / event-study figure / robustness…

not rated 314 +5 changed 4d ago D 604 tokens original MIT

tangermeme

84

jmschrei/tangermeme

Skill Claude CodeCodex

Use for any task involving the tangermeme library — post-training analysis of genomic sequence-to-function (S2F) deep learning models. Triggers on predictions, DeepLIFT/SHAP attributions, marginalization/ablation/spacing of motifs, saturation mutagenesis (ISM), variant effect scoring, sequence design, seqlet calling…

not rated 310 7d ago A SkillSpector: pass 127 tokens original MIT

yadnuses/Academic-Detective

Skill Claude CodeCodex

A structured system for investigating researchers, their qualifications, publications, affiliations, relationships, and possible academic misconduct.

not rated 307 +1 3mo ago A 98 tokens original MIT

deep-science-writer

86

CYC2002tommy/Deep-Research-Agent

Skill Claude CodeCodex

End-to-end scientific research pipeline combining Exa Search, Playwright, deep-research, text-humanization, and iterative Remi peer review.

not rated 301 16d ago A SkillSpector: warn 35 tokens original MIT

heyu-233/engineering-figure-agent

Skill Claude CodeCodex

Use when the user needs engineering or research-paper figures: system architecture diagrams, algorithm workflows, hardware schematics, benchmark charts, ablation plots, figure briefs, redraws, image edits, or exact publication-style plots from numeric data. Covers Gemini, Nano Banana, OpenAI image models, and local…

not rated 297 +1 3mo ago A 68 tokens original MIT

good-question

88

Rimagination/good-question

Skill Claude CodeCodex

Use when a researcher is choosing, framing, refining, or stress-testing a research question, hypothesis, thesis topic, project idea, grant direction, paper angle, or stalled research direction.

not rated 291 +4 2mo ago A 40 tokens original MIT

beamer-academic

89

Faust-Donf/beamer-academic

Skill Claude CodeCodex

Generate high-quality academic Beamer slides from a thesis/paper (PDF, Word, or LaTeX source). Compatible with Claude Code and Codex. Supports thesis defense, proposal presentations, and conference talks. Built-in layout library with 13 professional page types, 5 color schemes, and interactive editing loop. Use when…

not rated 290 +4 23d ago B 148 tokens original MIT

grounded-coding

90

yipng05-max/-skills

Skill Claude CodeCodex

A structured method for analyzing interviews and other qualitative research material using grounded theory, a research approach that builds concepts from the data. It includes open coding, grouping observations into categories, and later connecting categories into a broader explanation.

not rated 285 +3 4mo ago A 230 tokens original MIT

math-explainer

91

GordenSun/mathVideoMaker

Skill Claude CodeCodex

A skill for explaining maths and physics through Manim animations and interactive web pages. Manim is a tool for creating programmatic mathematical animations.

not rated 283 3mo ago A 153 tokens

ieee-figure-table

92

CloudWave818/ieee-skills

Skill Codex

Audit, redesign, generate, and improve IEEE manuscript figures, tables, captions, result presentation, plotting scripts, visual polish, hybrid Python/R plus vector-editor workflows, publication-ready matplotlib house style, and layout using routed visual-evidence checks. Use when checking or creating plot readability…

not rated 275 +17 28d ago A SkillSpector: pass 142 tokens original MIT

nvmolkit-usage

93

NVIDIA-BioNeMo/nvMolKit

Skill Claude CodeCodex

Write code that calls the installed nvMolKit Python API for GPU-accelerated, batched RDKit-style operations - Morgan fingerprints, Tanimoto/cosine similarity, ETKDG conformer embedding, MMFF/UFF optimization, TFD, conformer RMSD, Butina clustering, substructure search, and maximum common substructure (MCS) search. Use…

not rated 274 +1 4d ago A 146 tokens

aws-samples/amazon-bedrock-agents-healthcare-lifesciences

Skill Claude CodeCodex ✓ vendor

Use when querying biomedical databases (UniProt, ClinVar, gnomAD, PDB, Reactome, Open Targets, etc.) via the Biomni AgentCore Gateway MCP server. Covers protein lookup, variant interpretation, pathway analysis, drug-target associations, and genomic annotation queries. Use when user asks to find protein info, check…

not rated 269 +1 today A SkillSpector: pass 89 tokens MIT-0

j-brandon-dixon

95

K-Dense-AI/mimeo

Skill Claude CodeCodex

Apply the bioengineering, mechanobiology, and lymphatic transport reasoning of J. Brandon Dixon, professor of mechanical and biomedical engineering at Georgia Institute of Technology. Reach for this skill whenever analyzing lymphatic biomechanics, active vessel contractility versus passive drainage, peristaltic fluid…

not rated 267 +8 changed 5d ago A SkillSpector: pass 123 tokens original MIT

wooly99/geng-academic-fraud-detector

Skill Claude CodeCodex

An academic-paper fraud checker that analyzes PDF research papers for possible data manipulation and other research misconduct. A PDF is a fixed-layout document format; a Western blot is a laboratory image used to detect proteins.

not rated 263 +3 3mo ago A 92 tokens

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: