AI Skills

statistical-analysis

Guided statistical analysis for research data

statistical-power

Calculates sample sizes and statistical power for study planning

statsmodels

Fits and diagnoses Python statistical models including OLS, GLM

sympy

Performs exact symbolic mathematics

tiledbvcf

Stores and retrieves genomic variant calls with TileDB-VCF

timesfm-forecasting

Performs zero-shot time-series forecasting

torch-geometric

Supports PyTorch Geometric (PyG) graph neural networks

torchdrug

Builds and troubleshoots TorchDrug 0.2.1 workflows for molecular graphs

transformers

Hugging Face Transformers for loading Hub models, running pipeline inference

treatment-plans

Formats and structurally validates local treatment-plan documentation after

umap-learn

Applies UMAP-learn to nonlinear dimensionality reduction, 2D/3D embeddings

usfiscaldata

Queries the U.S. Treasury Fiscal Data REST API for federal financial data

vaex

Processes large tabular scientific datasets

what-if-oracle

Supports structured what-if scenario analysis for research planning

xlsx

Creates, edits, analyzes, or converts Excel spreadsheets

zarr-python

Stores and queries chunked N-D scientific arrays

hindsight-docs

Complete Hindsight documentation for AI agents

slidev

Create and present web-based slidedecks for developers using Slidev

Diagram Design

by Cathryn Lavery

dnanexus-integration

Builds and operates reproducible genomics workloads on DNAnexus

protocolsio-integration

Reads, validates, and safely exports protocols.io data

pylabrobot

Develops and reviews PyLabRobot lab-automation resources, liquid-handling plans

nature-academic-search

Search literature across sources, verify or manage citations

nature-citation

Find and verify Nature/CNS-family literature supporting manuscript claims

nature-data

Draft or audit manuscript Data/Code Availability statements

nature-downloader

Lawful academic full text, CNKI institutional access, English OA retrieval

nature-figure

Create, revise, audit, and export manuscript scientific figures in Python or R

nature-image2ppt

Reconstruct slide images, screenshots, scanned PDFs

nature-literature-pipeline

Complete automated literature discovery pipeline: multi-source search →

nature-paper-card

Build a structured deep-reading Paper Card for one scientific paper

nature-paper-to-patent

Turn research papers or inventor materials into evidence-grounded Chinese

nature-paper2ppt

Create or improve a Chinese academic PPTX

nature-polishing

Polish, translate, or tighten existing academic prose while preserving facts

nature-reader

Create source-grounded Chinese-English paper readers

nature-response

Draft, audit, or revise responses to peer review, revision cover letters

nature-reviewer

Provide evidence-grounded mock peer review of scientific manuscripts or

nature-shared

Internal shared-reference support package for installed Nature Skills

nature-statistics

Audit or improve manuscript statistical reporting, including experimental units

nature-writing

Draft or restructure scientific manuscript arguments, sections

researchwrite

Compose, revise, or audit research proposals, opening reports

playwright-cli

Browser automation with 40+ commands for navigation, interaction, form filling

gitnexus-debugging

Debugging a bug, tracing an error, or asking why something fails

gitnexus-exploring

How code works, wants to understand architecture, trace execution flows

gitnexus-impact-analysis

Know what will break if they change something

gitnexus-refactoring

Rename, extract, split, move, or restructure code safely

3d-web-experience

Expert in building 3D experiences for the web

agent-memory-systems

Design tenant-scoped memory, retrieval and retention for agents

ai-agents-architect

Expert in designing and building autonomous AI agents

ai-engineer

Build production-ready LLM applications, advanced RAG systems

api-documentation-generator

Generate comprehensive, developer-friendly API documentation from code