A reference guide for citation verification in academic paper writing, providing verification principles and best practices.
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 →A reference guide for citation verification in academic paper writing, providing verification principles and best practices.
A post-acceptance conference preparation workflow that helps researchers efficiently complete presentations, posters, and promotional content.
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Strip AI writing patterns from academic text while preserving economics content and formal structure.
Structures and derives research formulas when the user wants to 推导公式, build a theory line, organize assumptions, turn scattered equations into a coherent derivation, or rewrite theory notes into a paper-ready formula document. Use when the derivation target is not yet fully fixed, the main object still needs to be chosen, or the user needs a coherent derivation package rather than a finished theorem proof.
Structure and derive research formulas when the user wants to 推导公式, derive a theory line, build equations from a problem statement, clarify assumptions, separate formal derivation from remarks, or turn messy theory notes into a paper-ready derivation skeleton. Use for research-style formula development, not for fully rigorous theorem proving once the claim is already fixed.
Manage vast.ai GPU instance: $ARGUMENTS
Apply EconML for causal inference combining machine learning and econometrics
Replication code and guide for Mostly Harmless Econometrics methods
Panel data analysis with fixed and random effects models
Sequential robustness checks in Stata with confounder blocks
Questionnaire and survey design with Likert scales and coding
Daily-updated collection of autonomous AI agent papers
Annotated deep learning paper implementations with code walkthroughs
Search and discover ML models, datasets, and Spaces on Hugging Face
Run NLP and CV model inference via Hugging Face free-tier API
Papers and tutorials on KAN learnable activation networks
Build a ChatGPT-like LLM from scratch using PyTorch step by step
Avoid common PyTorch mistakes and apply robust training patterns
Reinforcement learning fundamentals, algorithms, and research
AI scientist framework for autonomous biological research workflows
Search and analyze clinical trials via the ClinicalTrials.gov v2 API
Clinical trial registry database search API
Epidemiological study designs, measures of association, and public health ana...
5 business research skills. Trigger: business strategy, market analysis, competitive intelligence. Design: analytical frameworks and methods for management and innovation research.
Design principles of form, function, sustainability in architecture
Optimization and operations research methods for business and logistics
Frameworks for strategic planning, resource allocation, and organizational an...
DFT, molecular simulation, and reaction prediction tools for chemists
Retrosynthetic analysis and computational reaction prediction
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
Curated papers and resources for 3D Gaussian Splatting
Archive and retrieve source code history via Software Heritage API
9 economics skills. Trigger: economic modeling, policy analysis, macroeconomic data, FRED. Design: theory plus empirical methods with standard economics databases.
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
Behavioral economics in pricing strategies and consumer decisions
Systematic approaches to curriculum design using backward design and alignment
Analyze most-taught books and texts via Open Syllabus analytics
Access Chinese and global financial data using the AkShare Python library
Methods for acquiring, cleaning, and analyzing financial datasets for research
Portfolio theory, optimization algorithms, and asset allocation methods
Quantitative methods for financial modeling, derivatives pricing, and risk an...
GIS analysis and remote sensing workflows for geospatial research applications
Earthquake data analysis, seismogram processing, and seismic research
5 humanities skills. Trigger: textual analysis, archival research, digital humanities, philosophy. Design: digital tools and qualitative methods for humanities scholarship.