Scientific skills

13,288 tagged Scientific, measured the same way as everything else here.

Browse within: bioinformatics 357LLM 278ai-scientist 271literature-review 243agents 208academic-research 207ai-scientists 193reasoning-agent 193reasoning-language-models 193tool-use 193agent 182biology 176computational-biology 142data-analysis 135

math-modeling

25

XiaoMaColtAI/math-modeling-skill

Skill Claude CodeCodex

A workflow for mathematical modelling, where real-world questions are represented with mathematics and solved with code or analysis.

not rated 1.9k +10 changed 1mo ago A 83 tokens

rdkit

26

benchflow-ai/skillsbench

Skill Claude CodeCodex

Cheminformatics toolkit for fine-grained molecular control. SMILES/SDF parsing, descriptors (MW, LogP, TPSA), fingerprints, substructure search, 2D/3D generation, similarity, reactions. For standard workflows with simpler interface, use datamol (wrapper around RDKit). Use rdkit for advanced control, custom…

not rated 1.9k +15 9d ago A SkillSpector: pass 80 tokens original Apache-2.0

VisActor/VChart

Skill Codex

A workflow for choosing and producing data visualisations from supplied data. It focuses on selecting a chart that answers the stated question, preserving units and limits, and delivering a viewable HTML file with the chart.

not rated 1.9k +5 changed 2d ago A 66 tokens original MIT

petrinaut

28

hashintel/hash

Skill Claude CodeCodex

Using the Petrinaut tools and writing net code. Use before the first net change, before writing lambda, kernel, dynamics, visualizer, metric or scenario code, before drafting or creating an experiment, and when the USER asks how something in the Petrinaut UI works.

not rated 1.7k +9 today A 61 tokens

review-paper

29

pedrohcgs/claude-code-my-workflow

Skill Claude Code needs its repo

Comprehensive manuscript review with three modes: single-pass (default), --adversarial critic-fixer loop, and --peer [journal] simulated peer-review pipeline (editor + 2 dispositioned referees + editorial decision, calibrated to a target journal). R&R continuation via --peer --r2/--r3; hostile-editor stress test via…

not rated 1.7k +6 changed 24d ago A SkillSpector: warn 0 tokens original MIT

paper2code

30

PrathamLearnsToCode/paper2code

Skill Claude CodeCodex

Converts an arxiv paper into a minimal, citation-anchored Python implementation. Trigger when user runs /paper2code with an arxiv URL or paper ID, says "implement this paper", or pastes an arxiv link asking for implementation. Flags all ambiguities honestly. Never invents implementation details not stated in the paper.

not rated 1.5k +4 6mo ago A Socket: warnSnyk: warnSkillSpector: pass 72 tokens original MIT

icebird1998/drawio-scientific-illustrator

Skill Codex

Recreate, trace, revise, inspect, or export static scientific figures and schematic illustrations live inside the visible draw.io desktop canvas through draw.io's own graph API. Use when the user wants to watch an MCP draw a reference figure step by step in draw.io, explicitly rejects XML-first generation or…

not rated 1.5k +7 2mo ago A SkillSpector: pass 118 tokens original MIT

lishix520/academic-paper-skills

Skill Claude CodeCodex

Systematic writing framework for philosophy and interdisciplinary academic papers from optimized outline to submission-ready manuscript. Use when users want to: (1) write a paper from a detailed outline, (2) ensure quality control during writing, (3) maintain consistency across chapters, (4) prepare a submission-ready…

not rated 1.4k +18 9mo ago A 135 tokens original MIT

OpenRaiser/NanoResearch

Skill Claude CodeCodex

Draft a LaTeX research paper from all previous stage outputs.

not rated 1.3k +2 13d ago A SkillSpector: pass 17 tokens original MIT

matlab/simulink-agentic-toolkit

Skill Claude CodeCodex

Building or editing Simulink (.slx) models that stream signals in frames using DSP System Toolbox — audio, vibration, radar, comms. Use when the prompt names a Simulink block (Discrete FIR Filter, Buffer, Unbuffer, Rate Transition, Downsample, Upsample, Sample-Rate Converter, FIR Decimation, Time Scope, Spectrum…

not rated 1.3k +19 today A SkillSpector: pass 159 tokens

GPTomics/bioSkills

Skill Claude CodeCodex

Test whether two or more traits share a causal variant at a locus using Bayesian colocalization (coloc.abf, coloc.susie, HyPrColoc, moloc, eCAVIAR, SMR/HEIDI, PWCoCo, SharePro). Use when integrating GWAS with eQTL/sQTL/pQTL/mQTL, distinguishing shared causal variants from LD-driven coincidence, handling allelic…

not rated 1.2k +4 2mo ago A 132 tokens original MIT archived

adithya-s-k/manim_skill

Skill Claude CodeCodex

Trigger when: (1) User mentions "manimgl" or "ManimGL" or "3b1b manim", (2) Code contains from manimlib import , (3) User runs manimgl CLI commands, (4) Working with InteractiveScene, self.frame, self.embed(), ShowCreation(), or ManimGL-specific patterns. Best practices for ManimGL (Grant Sanderson's 3Blue1Brown…

not rated 1.2k +25 9mo ago A Socket: passSnyk: pass 167 tokens original MIT

PharMolix/OpenBioMed

Skill Claude CodeCodex

Generate diverse lead compounds for a specific protein target using structure-based drug design with MolCraft. Use this skill when: (1) Designing drug candidates for a known protein target (PDB ID or disease name), (2) Generating structurally diverse molecules with optimized binding affinity, (3) Filtering candidates…

not rated 1.1k +1 3mo ago A SkillSpector: warn 99 tokens original MIT

fenics-fem

39

Cai-aa/CAE-Agent-Hub

Skill Claude CodeCodex

Use this Skill to solve PDEs with the finite element method using FEniCS/dolfinx: weak form formulation, mesh generation with gmsh, Poisson/elasticity problems, boundary conditions, and paraview export.

not rated 1.1k +44 7d ago A SkillSpector: warn 53 tokens original MIT

wu-yc/LabClaw

Skill Claude CodeCodex

Production-ready genomics and epigenomics data processing for BixBench questions. Handles methylation array analysis (CpG filtering, differential methylation, age-related CpG detection, chromosome-level density), ChIP-seq peak analysis (peak calling, motif enrichment, coverage stats), ATAC-seq chromatin accessibility…

not rated 1.1k +2 7mo ago A 205 tokens

latex-posters

41

beita6969/ScienceClaw

Skill Claude Code needs its repo

Create professional research posters in LaTeX using beamerposter, tikzposter, or baposter. Support for conference presentations, academic posters, and scientific communication. Includes layout design, color schemes, multi-column formats, figure integration, and poster-specific best practices for visual communication.

not rated 1.0k +19 5d ago A SkillSpector: pass 60 tokens original MIT

scientific-writing

42

LeonChaoX/qinyan-academic-skills

Skill Claude Code needs its repo

Core skill for the deep research and writing tool. Write scientific manuscripts in full paragraphs (never bullet points). Use two-stage process with (1) section outlines with key points using research-lookup then (2) convert to flowing prose. IMRAD structure, citations (APA/AMA/Vancouver), figures/tables, reporting…

not rated 969 +13 3mo ago A SkillSpector: warn 87 tokens original MIT

icebird1998/scientific-illustrator

Skill Codex

Review and score an existing scientific illustration in visible draw.io, Microsoft PowerPoint, or WPS Presentation without hiding defects through flattening. Use for reference-fidelity checks, layout cleanup, connector review, text-fit checks, deep editability and raster-atomicity inspection, local-region gates, or…

not rated 954 +22 1mo ago A SkillSpector: warn 80 tokens original MIT

spectre

44

Arcadia-1/virtuoso-bridge-lite

Skill Claude CodeCodex

Run Cadence Spectre simulations remotely via virtuoso-bridge: upload netlists, execute, parse PSF results. TRIGGER when the user wants to run a SPICE/Spectre simulation from a netlist file, do transient/AC/PSS/pnoise analysis outside Virtuoso GUI, parse PSF waveform data, run multiple simulations in parallel across…

not rated 919 +44 changed 9d ago A SkillSpector: warn 135 tokens original MIT

labarba/sciwrite

Skill Claude CodeCodex

Use this skill when asked to review, edit, or improve the writing quality of a scientific or engineering manuscript. Triggers include: "review my writing," "check my manuscript," "improve clarity," "clean up the prose," "edit for journal submission," "writing review," or any request to evaluate sentence-level quality…

not rated 861 +5 2mo ago A 124 tokens

bioMate-AI/biomate-bioconductor-kb

Skill Claude Code

The ability to efficiently represent and manipulate genomic annotations and alignments is playing a central role when it comes to analyzing high-throughput sequencing data (a.k.a. NGS data). The GenomicRanges package defines general purpose.

not rated 797 4mo ago A 51 tokens

biomate

47

bioMate-AI/biomate-connector

Skill Claude CodeCodex

Run real bioinformatics, drug-discovery, and clinical workflows on BioMate's BioMate cloud infrastructure. Use whenever the user asks to screen compounds (ADMET, docking), analyze sequencing data (RNA-seq, WGS, variant calling), reconstruct cryo-EM, model PK/PBPK, predict protein structure, or generate IND / CRO…

not rated 772 12d ago A 116 tokens

yolo-master-agent

48

Tencent/YOLO-Master

Skill Claude CodeCodex ✓ vendor

Use when the user wants to run a YOLO-Master task (train/val/predict/track/export/benchmark) or use the Agent Skill dispatcher.

not rated 768 +10 changed 1mo ago A SkillSpector: warn 37 tokens AGPL-3.0

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: