Scientific skills

12,445 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

gleaner

625

liuqiaodongdong/gleaner

Skill Claude CodeCodex

A skill and command-line workflow for collecting academic literature from CNKI, Elsevier, and international open-access sources. It provides commands for checking access, preparing searches, listing results, and downloading papers.

not rated 3 changed 8d ago A 176 tokens original MIT

metabolomics-analysis

626

Lord1Egypt/scientific-agent-toolkit

Skill Claude Code

Untargeted and targeted metabolomics data analysis using pyMZML, mzTab-M processing, and metabolite identification. Use for LC-MS/GC-MS feature detection, metabolite annotation, differential metabolite analysis, pathway mapping, and metabolic flux visualization. Covers XCMS-compatible workflows in Python.

not rated 3 +1 3mo ago A 65 tokens original MIT

channel-sim

627

TianLin0509/SuperRAN

Skill Claude CodeCodex

A workflow skill for obtaining wireless-channel simulation data and organising experiments for wireless communication algorithms.

not rated 2 changed 6d ago A 338 tokens original MIT

apple-health

628

davidmosiah/apple-health-mcp

Skill Claude CodeCodex

Unofficial Apple Health export MCP for AI agents. Prefer MCP tools if connected; otherwise the package CLI. Use when the user wants Apple Health data or actions through an agent.

not rated 2 5d ago A 39 tokens copy · 78% MIT

rctruta/sql-benchmarks-dagster

Skill Claude CodeCodex

Build and submit a scaling benchmark experiment. Use when the goal names a scale-varying investigation (e.g. how does X scale from N to M rows, is the growth linear, or at what size does Y break).

not rated 2 1mo ago A 52 tokens original Apache-2.0

hrt-pk-mcp

630

lfcypo/hrt-pk-mcp

Skill Claude CodeCodex

PK concentration modeling for HRT — log doses and query predicted estradiol/testosterone levels.

not rated 2 21d ago A 25 tokens original MIT

automodel

631

Unlayer-AI/automodel

Skill Claude CodeCodex

Guides the user in discovering a better model structure (e.g. from feature transformations in logistic regression to equation terms within PDEs to neural network layer compositions) out of data. Use when the user asks to create or improve an existing model. Uses an iterative meta/inner agent loop to explore structural…

not rated 2 1mo ago A 68 tokens original Apache-2.0

hossainlab/omics-skills

Skill Claude CodeCodex

Run differential expression analysis on bulk RNA-seq count data with DESeq2 (R). Covers DESeqDataSet construction from a count matrix, tximport (Salmon/Kallisto), featureCounts, or SummarizedExperiment; pre-filtering; design formulas (simple, batch, paired, interaction, multi-factor, LRT); result extraction by…

not rated 2 1mo ago A 141 tokens original MIT

qiskit

633

dtunai/agent-skills-for-compute

Skill Claude CodeCodex

Provides Qiskit quantum computing framework for building quantum circuits, executing on IBM Quantum hardware and simulators, using runtime primitives (Sampler, Estimator), transpiler optimization, error mitigation, quantum information science, and ecosystem tools including Qiskit Metal for quantum hardware design.…

not rated 2 6mo ago A 100 tokens original MIT

gtskevin/ob-methods-results-check

Skill Codex

Audit organizational behavior, management, HRM, and work-psychology manuscript Methods and Results evidence before submission. Use when checking full manuscripts, methods/results sections, tables, figures, appendices, field surveys, experiments, mediation, moderation, CFA, SEM, multilevel reporting, statistical…

not rated 2 3mo ago A 69 tokens original MIT

diansai-2026

635

gugugugg/diansai-2026

Skill Claude CodeCodex

A full workflow guide for control-focused electronics competitions, covering the path from understanding the problem to testing and writing the design report.

not rated 2 2mo ago A 169 tokens original MIT

ogr2ogr-recipes

636

buildmoonshot/skillpacks

Skill Claude CodeCodex

Use when converting, reprojecting, filtering, or loading vector data between formats with GDAL/OGR (ogr2ogr) — shapefile, GeoJSON, GeoPackage, PostGIS, and similar. Makes the agent use correct, safe ogr2ogr invocations instead of guessed flags, and prefer robust formats over fragile ones.

not rated 2 2mo ago A 73 tokens original MIT

song-analysis

637

PerIPan/music-workflow-skills

Skill Claude CodeCodex

Use when analyzing a song recording — extracting tempo/downbeats/key, separating stems, transcribing bass to MIDI, identifying chords per bar, timing lyrics, reading drum patterns, or producing a chord+lyric chart for a band. Covers madmom, demucs (htdemucsft), CREPE, basic-pitch, chroma chord proposal, and Whisper…

not rated 2 18d ago A 78 tokens

ccc-skill

639

Agents365-ai/ccc-skill

Skill Claude CodeCodex

Domain expertise for cell-cell communication (CCC) analysis. Intent-to-tool routing, workflow patterns, code templates, and pitfall warnings for LIANA+, CellPhoneDB, CellChat, NicheNet, COMMOT, Squidpy, MEBOCOST, DIALOGUE, and 10+ additional tools across scRNA-seq and spatial transcriptomics data.

not rated 2 4mo ago A 78 tokens

paper-webpage-builder

640

OpenRaiser/paper-webpage-builder

Skill Claude CodeCodex

Build a polished single-page academic project webpage from a paper directory or paper source, including content extraction, figure selection/conversion, module planning, visual design, tables, assets, and validation. Use when asked to create or update webpages for papers, benchmarks, arXiv-style projects, OpenRaiser…

not rated 2 2mo ago A 78 tokens

paper-language-pass

641

unbias38/my-claude-skills

Skill Claude CodeCodex

Multi-agent staged language polish for English-language academic manuscripts whose science is already settled (post peer-review). Runs eight parallel specialist subagents — consistency, tense, hedging, prose, coherence, abstract, manuscript hygiene (reviewer-talk, sycophancy, implementation leakage), and AI-authorship…

not rated 2 18d ago A 276 tokens original MIT

economic-editor

642

lancegui/economic-editor-skills

Skill Claude CodeCodex

Edit and refactor LaTeX manuscripts for economics research into polished, submission-ready prose. Use when asked to edit, review, improve, tighten, refactor, or polish academic economics writing: introductions, abstracts, empirics, results, mechanisms, figure/table notes, appendices. Optimized for applied micro (DiD…

not rated 2 3mo ago A 153 tokens

yomitoki

643

kkur0same/yomitoki

Skill Claude CodeCodex

Turn a research paper into a faithful, technical, code-augmented HTML reading note.

not rated 2 3mo ago A 22 tokens original MIT

Lab Report Writer

644

dxkjuanjuan/lab-report-writer

Skill Claude CodeCodex

Generate professional lab reports for university courses, scientific research, engineering tests, and medical/material experiments. Supports three input modes (topic/raw data/draft improvement), auto-research with WebSearch, data tables & chart generation, error analysis, and output as docx/markdown. Use when writing…

not rated 2 1mo ago A 100 tokens original MIT

esm2

645

naity/FM4Life

Skill Claude CodeCodex

Skill for working with ESM2 protein language models from Meta FAIR. Use this skill whenever the user wants to generate protein embeddings or representations, score variant effects or predict mutation fitness, run contact prediction, or use ESMFold for structure prediction. Also trigger when the user mentions ESM2…

not rated 2 5mo ago A 86 tokens original MIT

eat-to-live

646

ineomu/eat-to-live

Skill Claude CodeCodex

A Chinese-language guide for using food choices to assess and improve health. It covers meal balance, possible links between food and symptoms, diet misconceptions, and dietary reviews for several chronic conditions.

not rated 2 18d ago A 629 tokens

jayjeo/econometrics-phd-level-skill

Skill Claude CodeCodex

A guide to econometrics, the use of statistics to study relationships in data, based on a 12-part Korean lecture series. It routes questions to explanations of topics such as regression, panel data, instrumental variables, and causal comparisons.

not rated 2 4mo ago A 201 tokens original MIT

geometry-dsl

648

shand001/geometry-dsl

Skill Claude CodeCodex

Draw math geometry diagrams as PNG or SVG images using the Geometry DSL compiler. Use when the user asks to draw, shade, label, illustrate, or visually explain geometry, recreate a reference diagram, produce or repair Geometry DSL, or diagnose a diagram that looks wrong. Write DSL source, validate it with the bundled…

not rated 2 1mo ago A 82 tokens original MIT

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: