Visualize networks, graphs, citation maps, and relational data
Skills（SKILL.md）は、AIエージェント（Claude Code、Cursor、Codexなど）に特定の能力を追加するための設定ファイルです。
詳しく見る →Visualize networks, graphs, citation maps, and relational data
Guide to Plotly.py for interactive scientific visualizations in Python
Publication-quality data visualization with matplotlib, seaborn, and plotly
Guide to Redash for SQL-driven research data dashboards and sharing
Causal inference methods including DiD, IV, RDD, and synthetic control
Learn causal inference with Python using the Brave and True handbook
Stata workflows for publication-ready sociology and social science research
Comprehensive Stata reference covering syntax, econometrics, and 20+ packages
Detect anomalies and outliers in research data using statistical methods
Conduct systematic meta-analyses with effect size pooling and heterogeneity
Strategic statistical modeling, experimentation, and causal inference
Sample size calculation and statistical power analysis guide
Structural equation modeling with latent variables guide
Load, explore, clean, and analyze CSV data with statistical summaries
Systematic data cleaning workflows for research datasets
Upload messy CSVs with minimal prompting for deep automated analysis
Clean, transform, and validate messy research data using Stata
End-to-end data analysis AI agent with Streamlit UI
Clean, recode, and prepare survey response data for analysis
Apply NLP and text mining techniques to research text data
Apply computer vision research methods, models, and evaluation tools
Curated guide to generative AI covering LLMs and diffusion models
Build and deploy reproducible production ML pipelines for research
All-in-one Python library for NLP, agents, and knowledge graphs
Guide to Transformer architectures for NLP and computer vision
Query AlphaFold protein structure predictions by UniProt accession
Workflows for RNA-seq, GWAS, and variant calling in genomic research
Access FDA drug data and WHO global health statistics for research
Medical image analysis with deep learning for research applications
Access genomes, genes, and taxonomy data via NCBI Datasets v2 API
Query computational catalysis reaction data via Catalysis Hub GraphQL
Automate molecular simulations with the ChemGraph agentic framework
Papers on LLMs for IT operations and AIOps research
Citizen science platform API for biodiversity observations
Access 4M+ economics working papers and articles via RePEc API
Access World Bank development indicators and country statistics
Evidence-based learning science principles for educational research and practice
AI agent for options pricing, Greeks, and strategy analysis
6 geoscience & climate skills. Trigger: earth science data, GIS, remote sensing, climate modeling. Design: geospatial tools, satellite data processing, and environmental models.
Climate simulation, modeling tools, and climate data analysis methods
Climate data analysis, modeling workflows, and carbon neutrality research met...
Access earth and environmental science datasets via PANGAEA API
Query 360+ years of US case law via the Harvard Caselaw Access Project
NLP techniques for legal text analysis, case law mining, and contracts
6 mathematics skills. Trigger: mathematical proofs, theorem proving, numerical methods, linear algebra. Design: formal verification tools and computational mathematics guides.
On-Line Encyclopedia of Integer Sequences API
Computer algebra systems: SymPy, SageMath, and Mathematica for research
Topological data analysis: persistent homology, Mapper, and TDA tools
6 pharmaceutical research skills. Trigger: drug discovery, pharmacology, clinical trial design, regulatory filing. Design: end-to-end pipeline from target identification to clinical trials.
Clinical trial methodology, biostatistics, and study design guidance