Use when formatting references and applying the MIND house style to a Mind article. Mind provides a MIND Stylesheet and requires accepted papers to be prepared in its house style;…
Use when targeting ACM MobiSys (MobiSys) or deciding whether a computer-science manuscript fits this venue.
Use when building the central art-historical argument of an Art Bulletin article — the thesis, its stakes, and the chain from visual and documentary evidence to interpretation.
Use when orienting and sequencing a full manuscript lifecycle for the Journal of Economic Growth (JEG) — a specialist Springer Nature outlet for economic growth and dynamic…
Guide for writing the introduction to an academic economics paper. Use this skill whenever the user asks for help writing, drafting, revising, or structuring an introduction to an…
Comprehensive Stata reference for writing correct .do files, data management, econometrics, causal inference, graphics, Mata programming, and 17+ community packages (reghdfe,…
Remove AI writing patterns from prose. Use this skill when writing, drafting, editing, reviewing, or revising any text to eliminate predictable AI tells, slop, and formulaic…
This skill should be used when the user asks to "learn from Kaggle", "study Kaggle solutions", "analyze Kaggle competitions", or mentions Kaggle competition URLs.
This skill should be used when the user asks to "prepare conference presentation", "create presentation slides", "design poster", "make academic poster", "write promotion…
STATA code pattern library for empirical archival accounting research. Provides tested syntax from 126 peer-reviewed JAR (Journal of Accounting Research) replication files…
Use this skill when the user discusses experiment design, ablations, training runs, evaluation, baselines, metrics, failures, or result interpretation that should be logged into…
Use when organizing the exposition and structure of a pure-mathematics manuscript for Annals of Mathematics — sectioning, notation, statements-before-proofs, commutative diagrams,…
Use when deciding whether a problem fits Environmental Science & Technology (ES&T) and which article type to target.
Use this skill when papers are collected in Zotero but the user wants detailed reading notes, project-linked literature synthesis, collection-wide paper-note coverage checks, and…
Use when planning data and code sharing for a Games and Economic Behavior (GEB) manuscript. GEB encourages but does NOT mandate a replication archive — unlike AER/Econometrica/JAE…
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 to choose and read the objects a Critical Inquiry (CI) essay analyzes — texts, images, artworks, films, performances, events, or cases.
This skill should be used when the user asks to "analyze skill quality", "evaluate this skill", "review skill quality", "check my skill", or "generate quality report".
Use when stress-testing the LOGIC of an Academy of Management Review (AMR) theory manuscript — checking logical coherence, running thought experiments and counterfactuals,…
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…
This skill should be used when the user asks to "implement a DiD regression", "write a causal inference pipeline", "set up an event study", "implement instrumental variables",…
This skill should be used when the user asks to maintain an Obsidian knowledge base for a research project, import an existing research repository into Obsidian, keep project…
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 "write an experiment report", "summarize experimental results", "do experiment retrospection", "write a results report", "写实验总结报告",…
Use this skill when generating higher-level synthesis notes such as literature reviews, comparison matrices, project summaries, or other cross-note summaries inside the project…
This skill should be used when the user asks to start a new research project, import an existing code-plus-Markdown repository into Obsidian, or bind the current repository to a…
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…
ALWAYS activate this skill. Apply these rules to every task regardless of domain. This skill governs how Claude Code verifies information, writes code, references documentation,…
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…
Use this skill when the user wants to repair or strengthen Obsidian wikilinks among existing canonical project notes, especially across papers, knowledge notes, experiments,…
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.
Use when making the inferential backbone of a Review of Economic Dynamics (RED) manuscript credible, adapting to the paper type.
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,…
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…
Use when controlling the length of a pure-mathematics manuscript for Annals of Mathematics — math papers may be long, but every section must be necessary; this skill cuts bloat…
This skill should be used when the user asks to "analyze experimental results", "run strict statistical analysis", "compare model performance", "generate scientific figures",…
Integrate AI tools into economic research, teaching, and policy analysis with attention to privacy and reproducibility.
Analyze citation networks, impact metrics, and bibliometric patterns
Expert panel data regression analysis with fixed effects and GMM
Search PubChem for chemical compounds, structures, and bioassay data
Search computer science literature via the CiteSeerX digital library
Manage references and search Mendeley's catalog via REST API
Guide to Plotly.py for interactive scientific visualizations in Python
Search and discover ML models, datasets, and Spaces on Hugging Face
Query open citation data and reference networks via OpenCitations
Guide to Metabase for open-source research data analytics and dashboards
Evidence-based study techniques for academic learning and retention
Access papers from institutional and subject repositories at scale
Review and polish LaTeX research papers for clarity and style
Build transformer fine-tuning plans for classification and generation
Process and analyze arXiv papers systematically for research workflows
Survey of LLM agents for biomedical scientific discovery
Set up LaTeX templates for PhD and Master's thesis documents
Benchmark AI models across 60+ academic evaluation suites and metrics
Search NSF awards and grants with free public API, no auth required
Biodiversity data access, species occurrence, and ecological tools
Access World Bank development indicators and country statistics
Structure and write comprehensive literature reviews for any field
Access harmonized census and survey microdata via the IPUMS API