Research, academic papers, education, and exam prep (4.4K skills)
Organize paper or report submissions with stage-specific checklists and templates. Link checks to actual files, prepare cover letters, and track each reviewer comment alongside the response, revision, and location of the change.
Investigate web topics through repeated searches, page visits, link following, and evidence checks. Produce a structured report with source records, working notes, and an action log that lets readers review how findings were reached.
Search UniProt for proteins by name, gene, or organism and retrieve sequences and functional annotations. Supports FASTA, a text format for sequences, identifier conversion between databases, batch retrieval, and downloads of large result sets through its REST API.
Prepare journal papers, conference submissions, and research posters using venue-specific LaTeX templates, a document typesetting format. Customize author details and check requirements such as page limits, margins, fonts, and anonymous review formatting.
Build research and technical reports with clear summaries, reproducible methods, results, and discussion. Connect conclusions to supporting figures or calculations, apply consistent figure standards, and prepare Markdown, HTML, or PDF deliverables.
Draft research funding proposals for NSF, NIH, DOE, DARPA, and Taiwan NSTC. Organize research aims, methods, budgets, timelines, and societal benefits around each agency’s application format and review criteria.
Explore research ideas through conversation, question existing assumptions, and connect methods across disciplines. The skill helps identify research gaps, compare ways to combine papers, and summarize promising directions with practical next steps.
Automates computational chemistry through Rowan's Python API, including molecular property prediction, structure optimization, and protein–ligand binding predictions. Submits cloud calculations, handles batches of molecules, tracks workflow status, and retrieves results without a local compute cluster.
Find academic papers, statistics, and technical documentation with citations for writing and fact checking. The skill selects a search or reasoning model based on the question, supporting both straightforward lookups and comparisons across studies.
Review papers, research proposals, and literature reviews with the ScholarEval framework. Assess research questions, methods, analysis, writing, and references, then produce evidence-based feedback with prioritized improvements and optional scores for each relevant dimension.
Manage Zotero reference libraries through Python: search, create, update, and delete records, organize collections and tags, upload PDF attachments, and export citation data for research workflows.
Prepare a complete scholarly publication package, from manuscript sources and submission attachments to reviewer responses and final files. Organize journal or conference requirements, figure specifications, revision tracking, and repeatable build steps around one authoritative manuscript source.
Evaluate scientific papers and claims by examining study design, statistics, bias, and the strength of supporting evidence. Helps distinguish supported conclusions from overstatements and provides constructive recommendations for improving research methods and interpretation.
Work with crystal structures and materials calculations in Python. Convert structure files, examine symmetry and stability, analyze electronic properties, prepare calculation inputs, and retrieve computed materials data from Materials Project using pymatgen and its supporting tools.
Turn academic papers in LaTeX or PDF format into interactive research websites, narrated presentation videos, and print-ready conference posters. Use existing paper content and figures to prepare materials for conferences, lab websites, and research outreach.
Analyze propositional formulas and arguments using truth tables, deduction rules, and branching proof trees. Classify formulas as always true, always false, or dependent on their inputs, and check whether an argument follows from its premises.
Search biomedical literature in PubMed using combined conditions and MeSH, its standardized subject terms. Build search strategies, retrieve abstracts and citation records through the REST API, and export results for reference management or analysis.
Search scholarly literature in OpenAlex by topic, author, or institution. Explore citation counts and publication trends, find freely accessible papers, and export research records to CSV for further analysis.
Analyze Neuropixels neural recordings from raw data through quality review. Supports preprocessing, motion correction, spike sorting to separate signals by neuron, quality metrics, visual inspection, reports, and exports for further review or data sharing.
Screen compound collections for drug discovery using established drug-likeness rules, structural warnings, and molecular complexity measures. Detect relevant chemical groups, apply property limits, and generate filtering results to support compound selection and prioritization.
Provides a starting structure for work on formal logic and mathematical foundations, with source checks and a review of unresolved gaps. The material is a legacy template awaiting research and validation.
Perform arithmetic, algebra, calculus, matrix operations, number theory, and statistics with SymPy, a symbolic mathematics library. Return exact expressions, numerical values, and LaTeX notation for checking calculations or using results in other work.
Write structured reviews of scientific manuscripts and grant proposals. Assess methods, statistics, reproducibility, ethics, and reporting completeness, then organize strengths, major concerns, minor issues, and specific suggestions into constructive feedback.
Choose a mathematical approach for a problem you do not yet know how to model. Guided questions clarify change, uncertainty, optimization goals, and required precision, leading to a recommended framework, starting equations, tools, and related skills.