A post-acceptance conference preparation workflow that helps researchers efficiently complete presentations, posters, and promotional content.

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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

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

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

Behavioral economics in pricing strategies and consumer decisions

Systematic approaches to curriculum design using backward design and alignment

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.

Computational methods for humanities research including text mining and netwo...

Research methods and analytical frameworks for philosophical inquiry and scho...

Agent skills collection for legal research and automation

Legal research methods, case law analysis, and compliance tools

Patent search, classification, landscape analysis, and prior art mining

Regulatory text mining, compliance research, and policy analysis tools