Apply grounded theory methodology to develop theory from data
Design ontologies and knowledge graphs for research data modeling
Simulate human research communities with multi-agent AI collaboration
Open deep research alternative for private data with vector search
Write effective rebuttals to reviewer comments for journal submissions
Transform AI-generated Chinese text into natural academic writing style
Search computer science literature via the CiteSeerX digital library
Claude Code skill for citation workflow via OpenAlex and CrossRef
Bulk download PMC Open Access articles via FTP for large-scale mining
TensorFlow best practices for tf.function, GPU memory, and deployment
Guide to software engineering research topics and methodologies
Translate scientific PDFs with preserved math formatting via PDFMathTranslate
Agent A5 - Paradigm & Worldview Advisor - Philosophical foundations for research design. Covers ontology, epistemology, axiology, and methodology alignment.
Use plagiarism detection tools and ensure manuscript originality
Apply handwriting OCR to digitize historical and archival documents
Access FDA drug data and WHO global health statistics for research
Search and download research datasets from Kaggle, HuggingFace, and repos
Tools and pipelines for automating systematic literature reviews
Open-source deep research agent by Alibaba for scholarly research
Search PLOS open access journals with full-text Solr-powered API
Portfolio theory, optimization algorithms, and asset allocation methods
Navigate NSF grant applications, program selection, and strategies
VS-Enhanced Journal Matcher with Journal Intelligence MCP — Real-time journal data pipeline with checkpoint-based human decisions. Uses OpenAlex + Crossref APIs for live metrics.
Build transformer fine-tuning plans for classification and generation
Detect anomalies and outliers in research data using statistical methods
Access harmonized census and survey microdata via the IPUMS API
LaTeX math typesetting, equation formatting, and cross-referencing
Paper Retrieval Agent - Multi-database paper fetching from Semantic Scholar, OpenAlex, arXiv Handles rate limiting, deduplication, and PDF URL extraction Use when: fetching…
VS-Enhanced Research Question Refiner - Prevents Mode Collapse and derives differentiated research questions Enhanced VS 3-Phase process: Modal question avoidance, alternatives…
Agent E2 - Qualitative Coding Specialist - Systematic coding and theme development. Covers codebook development, coding strategies, saturation assessment, and CAQDAS guidance.
Systematic approaches to curriculum design using backward design and alignment
Checklist-driven academic English polishing and Chinglish correction
Conduct thorough, constructive peer reviews and evaluate research papers
Templates and formatting guides for major academic conference submissions
Search biomedical literature and retrieve records via PubMed E-utilities
Diagnose missing data patterns and apply appropriate imputation strategies
NLP techniques for legal text analysis, case law mining, and contracts
Build and analyze citation networks from academic reference data
Build and debug deep learning models with Keras and TensorFlow backend
Legal case law database with PACER data and judge profiles
AI research assistant for biomedicine, RNA-seq, and drug discovery
Conference papers on graph neural networks and graph learning
Perform gene set enrichment analysis using the Enrichr API
Build reproducible data science pipelines with Kedro for research projects
Navigate MeSH vocabulary for precise PubMed and MEDLINE searches
Computer algebra systems: SymPy, SageMath, and Mathematica for research
Guide to Zotero GPT for AI-powered research assistance within Zotero
Zotero plugin for automatic attachment file organization
AI security papers from top-4 security conferences
Access World Bank development indicators and country statistics
Automate survey deployment, data collection, and pipeline management
Interactive data visualization with Plotly, ECharts, and D3
DOI content negotiation and metadata retrieval techniques
Search 2M+ education research records via the ERIC database API
Access Open Science Framework for preregistrations, preprints, and data
Generate hand-drawn style Excalidraw diagrams from text descriptions
Create publication-quality scientific diagrams with TikZ in LaTeX
Curated 2024-2026 AI agent research papers collection
Use when creating or configuring Claude Code agents and their frontmatter.
Download and parse LaTeX source files from arXiv preprints