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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.

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

Daily-updated collection of autonomous AI agent papers

Run NLP and CV model inference via Hugging Face free-tier API

Build a ChatGPT-like LLM from scratch using PyTorch step by step

AI scientist framework for autonomous biological research workflows

Search and analyze clinical trials via the ClinicalTrials.gov v2 API

Design principles of form, function, sustainability in architecture

DFT, molecular simulation, and reaction prediction tools for chemists

Retrosynthetic analysis and computational reaction prediction

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

Behavioral economics in pricing strategies and consumer decisions

Access Chinese and global financial data using the AkShare Python library

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

GIS analysis and remote sensing workflows for geospatial research applications

Earthquake data analysis, seismogram processing, and seismic research

9 legal research skills. Trigger: legal research, case law analysis, regulatory compliance. Design: legal databases, citation networks, and judicial analytics tools.

Agent skills collection for legal research and automation

Legal research methods, case law analysis, and compliance tools

LLM agent for formal theorem proving in Lean 4

Computational physics methods, simulations, and research tools

Psychological research methods, experimental design, and analysis

9 paper discovery skills. Trigger: finding new relevant papers, tracking citations, staying current. Design: automated monitoring, recommendation engines, and alert setup guides.

Set up citation alerts and track new papers citing key references

Guide to Zotero arXiv Daily for personalized daily paper recommendations

Search and retrieve open access research papers via CORE aggregator

Access papers from institutional and subject repositories at scale

Access papers through interlibrary loan and document delivery services

Find free legal full-text versions of scholarly articles via Unpaywall

Understanding and calculating research impact metrics

Detect and manage duplicate items in Zotero libraries

Zotero workflow automation with custom actions and tags

Zotero plugin for automatic attachment file organization

Zotero utility plugin for keyboard shortcuts and batch editing

31 database search skills. Trigger: finding papers, search strategies, querying academic databases. Design: one skill per database/tool with API details, query syntax, and rate limits.

Using Baidu Scholar for Chinese and English academic literature search

Master Boolean operators and advanced search syntax for academic databases

Use ChatPaper to summarize and search arXiv papers with LLM assistance

Forward and backward citation chaining techniques for literature search

Search multiple academic databases simultaneously with Findpapers