Claude Skills by brycewang-stanford

PNNL cheminformatics LLM agent for molecular analysis

Query computational catalysis reaction data via Catalysis Hub GraphQL

Multi-agent system for chemical literature information extraction

Automate molecular simulations with the ChemGraph agentic framework

DFT, molecular simulation, and reaction prediction tools for chemists

Molecular dynamics simulation setup, execution, and trajectory analysis

Search PubChem for chemical compounds, structures, and bioassay data

Retrosynthetic analysis and computational reaction prediction

Spectral data analysis for NMR, IR, mass spectrometry, and UV-Vis

10 computer science skills. Trigger: algorithms, systems research, software engineering, security papers. Design: theory, complexity analysis, code-centric research, and security methods.

AI security papers from top-4 security conferences

Analyze algorithm complexity and computational efficiency for research

Survey and paper collection on LLMs for code generation

Search computer science publications, authors, and venues via DBLP

Distributed systems design patterns and analysis for CS research

Formal methods, theorem proving, and model checking for CS research

Curated papers and resources for 3D Gaussian Splatting

Papers on LLMs for IT operations and AIOps research

Guide to software engineering research topics and methodologies

Archive and retrieve source code history via Software Heritage API

5 ecology & environmental science skills. Trigger: biodiversity surveys, species data, environmental monitoring. Design: field data collection, spatial analysis, and conservation biology workflows.

Biodiversity data access, species occurrence, and ecological tools

Apply conservation biology methods, databases, and assessment tools

Global biodiversity data API for species occurrences and datasets

Citizen science platform API for biodiversity observations

Species distribution modeling with MaxEnt, SDM methods, and GBIF data

9 economics skills. Trigger: economic modeling, policy analysis, macroeconomic data, FRED. Design: theory plus empirical methods with standard economics databases.

Behavioral economics research methods and key frameworks

Apply development economics research methods and data sources

Federal Reserve Economic Data API for US economic indicators

Retrieve IMF economic indicators, exchange rates, and country data

Access NBER working papers and economic research datasets

Post-labor economies with automation, UBI, and wealth distribution

Behavioral economics in pricing strategies and consumer decisions

Access 4M+ economics working papers and articles via RePEc API

Access World Bank development indicators and country statistics

7 education research skills. Trigger: pedagogical research, course design, learning analytics, assessment. Design: evidence-based teaching methods and educational measurement tools.

Evidence-based study techniques for academic learning and retention

Psychometrics and educational assessment design for researchers

Systematic approaches to curriculum design using backward design and alignment

Quantitative and qualitative research methods for education studies

Evidence-based learning science principles for educational research and practice

Analyzing MOOC data, learning analytics, and online education metrics

Analyze most-taught books and texts via Open Syllabus analytics

8 finance skills. Trigger: financial modeling, market data, risk analysis, quantitative finance. Design: data sources, quantitative methods, and regulatory frameworks.

Access Chinese and global financial data using the AkShare Python library

Methods for acquiring, cleaning, and analyzing financial datasets for research

Deep financial research with the FinSight multi-agent system

AI agent for options pricing, Greeks, and strategy analysis

Portfolio theory, optimization algorithms, and asset allocation methods