10 computer science skills. Trigger: algorithms, systems research, software engineering, security papers. Design: theory, complexity analysis, code-centric research, and security methods.
Skills in this repository
brycewang-stanford/Auto-Empirical-Research-Skills - Page 20
SkillsMP has collected 1,111 skills from brycewang-stanford/Auto-Empirical-Research-Skills. Open a skill to review its source and details.
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Guide to software engineering research topics and methodologies
Archive and retrieve source code history via Software Heritage API
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
5 ecology & environmental science skills. Trigger: biodiversity surveys, species data, environmental monitoring. Design: field data collection, spatial analysis, and conservation biology workflows.
Species distribution modeling with MaxEnt, SDM methods, and GBIF data
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
9 economics skills. Trigger: economic modeling, policy analysis, macroeconomic data, FRED. Design: theory plus empirical methods with standard economics databases.
Access World Bank development indicators and country statistics
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
7 education research skills. Trigger: pedagogical research, course design, learning analytics, assessment. Design: evidence-based teaching methods and educational measurement tools.
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
Quantitative methods for financial modeling, derivatives pricing, and risk an...
Financial risk modeling including VaR, stress testing, and credit risk
8 finance skills. Trigger: financial modeling, market data, risk analysis, quantitative finance. Design: data sources, quantitative methods, and regulatory frameworks.
STATA code patterns for empirical accounting and finance research
Climate simulation, modeling tools, and climate data analysis methods
Climate data analysis, modeling workflows, and carbon neutrality research met...
GIS analysis and remote sensing workflows for geospatial research applications
Access earth and environmental science datasets via PANGAEA API