Use when deciding whether a problem fits Environmental Science & Technology (ES&T) and which article type to target.
Audit and rewrite content to remove AI writing patterns ("AI-isms"). Use this skill when asked to "remove AI-isms," "clean up AI writing," "edit writing for AI patterns," "audit…
Thoroughly verify all code, tables, figures, modeling decisions, and quantitative claims in an academic paper against its source R scripts and output files.
This skill should be used when the user asks to "analyze experimental results", "run strict statistical analysis", "compare model performance", "generate scientific figures",…
Use to architect a Critical Inquiry (CI) essay — the order in which intervention, objects, and theory unfold so a reader from another field can follow an ambitious argument.
Use this skill when the user is discussing daily research work, TODOs, plans, standups, meetings, milestones, or general project progress that should be reflected in Obsidian…
Comprehensive Stata reference for writing correct .do files, data management, econometrics, causal inference, graphics, Mata programming, and 17+ community packages (reghdfe,…
Use to choose and deploy the theoretical framework and critical method of a Critical Inquiry (CI) essay so theory does real analytic work on objects.
This skill should be used when the user asks to "review paper quality", "check paper completeness", "validate paper structure", "self-review before submission", or mentions…
This skill should be used when the user asks to "write an experiment report", "summarize experimental results", "do experiment retrospection", "write a results report", "写实验总结报告",…
Use when the user asks to "generate daily paper", "search arXiv for EEG papers", "find EEG decoding papers", "review brain-computer interface papers", or wants to create paper…
Pick an AI slide-deck skill and a concrete visual style from a curated registry, filtering on the requirements that decide it — editable in PowerPoint, speaker notes, a mandated…
Use to choose and read the objects a Critical Inquiry (CI) essay analyzes — texts, images, artworks, films, performances, events, or cases.
Use this skill when the user wants to detach, archive, purge, or otherwise change the lifecycle state of an Obsidian project knowledge base.
Use this skill when the user keeps paper notes inside an Obsidian project knowledge base and wants filesystem-first literature review, explicit agent-first Zotero ingestion,…
Use when deciding how code, computations, or data attach to a SODA (ACM-SIAM Symposium on Discrete Algorithms) paper — SODA itself runs no artifact track, so this skill covers…
Integrate AI tools into economic research, teaching, and policy analysis with attention to privacy and reproducibility.
Access papers through interlibrary loan and document delivery services
Batch search and report generation from arXiv preprint repository
Zotero workflow automation with custom actions and tags
Historical research from primary sources to scholarly analysis
Write competitive research proposals with clear objectives and budgets
Sync Zotero references and annotations to Notion databases
Industrial anomaly detection methods and benchmark papers
Query Wikidata SPARQL for scholarly metadata, authors, and entities
Manage academic citations across BibTeX, APA, MLA, and Chicago formats
AI security papers from top-4 security conferences
Comprehensive collection of domain adaptation research papers
Visualize networks, graphs, citation maps, and relational data
Reference management library and collections API
Computational physics methods, simulations, and research tools
AI research assistant for biomedicine, RNA-seq, and drug discovery
Search and analyze clinical trials via the ClinicalTrials.gov v2 API
Generate diagrams from text via Kroki's multi-format rendering API
Guide to creating academic presentations with LaTeX Beamer
Manage references with BibLaTeX, natbib, and LaTeX bibliography styles
LaTeX template for arXiv preprints in NIPS/NeurIPS style format
Resolve DOIs and retrieve publication metadata from CrossRef registry
Guide to Better BibTeX for Zotero for LaTeX and BibTeX workflows
Guide to altmetrics and research impact beyond traditional citations
Psychological research methods, experimental design, and analysis
Reinforcement learning fundamentals, algorithms, and research
Data cleaning, transformation, and exploratory analysis with pandas
PNNL cheminformatics LLM agent for molecular analysis
Templates, formatting rules, and strategies for thesis and dissertation writing
Ant Group knowledge graph engine with SPG and KAG framework
Comprehensive guide to LaTeX editors, packages, and typesetting workflows
Sample size calculation and statistical power analysis guide
Save papers with metadata to Zotero via its API programmatically
Create SVG graphical abstracts for journal paper submissions
Design clinical studies and report using CONSORT, STROBE guidelines
Perform gene set enrichment analysis using the Enrichr API
DOI content negotiation and metadata retrieval techniques
Deposit and discover research datasets via Harvard Dataverse API
Scoping review methodology for broad evidence mapping
Biodiversity data access, species occurrence, and ecological tools
Regulatory text mining, compliance research, and policy analysis tools
Feature-rich Zotero plugin for UI customization and styling
Legal case law database with PACER data and judge profiles
Best practices for computational research notebooks with reproducible workflows