franklee16/academic-research-skills
Instructions file
Claude Code instructions for franklee16/academic-research-skills, covering claude.md, repository purpose, skill architecture, common skill patterns and skill categories.
franklee16/academic-research-skills
Skill Claude CodeCodex
Structured hypothesis formulation from observations. Use when you have experimental observations or data and need to formulate testable hypotheses with predictions, propose mechanisms, and design experiments to test them. Follows scientific method framework. For open-ended ideation use scientific-brainstorming; for…
franklee16/academic-research-skills
Skill Claude CodeCodex
Transforms raw user requests into structured, outcome-focused prompts for Claude Cowork. Use when the user wants to optimize or rewrite a prompt for Cowork, needs help structuring a multi-step task for autonomous execution, or says things like "optimize this Cowork prompt", "rewrite for Cowork", or "make this a Cowork…
franklee16/academic-research-skills
Skill Claude CodeCodex
This skill should be used when the user asks to "brainstorm research ideas", "use 5W1H framework", "identify research gaps", "conduct gap analysis", "start research project", "conduct literature review", "define research question", "select research method", "plan research", or mentions research project initiation…
franklee16/academic-research-skills
Skill Claude CodeCodex
Creative research ideation and exploration. Use for open-ended brainstorming sessions, exploring interdisciplinary connections, challenging assumptions, or identifying research gaps. Best for early-stage research planning when you do not have specific observations yet. For formulating testable hypotheses from data use…
franklee16/academic-research-skills
Skill Claude CodeCodex
Comprehensive citation management for academic research. Search Google Scholar and PubMed for papers, extract accurate metadata, validate citations, and generate properly formatted BibTeX entries. This skill should be used when you need to find papers, verify citation information, convert DOIs to BibTeX, or ensure…
franklee16/academic-research-skills
Skill Claude CodeCodex
Match a pasted list of academic references against the Crossref REST API and produce a four-column markdown table (original, matched, confidence, flags) with canonical APA citations and DOIs. Use whenever the user pastes a bibliography or reference list and wants to verify, clean up, canonicalize, or find DOIs for…
franklee16/academic-research-skills
Skill Claude CodeCodex
Agent-native one-stop toolkit for the full empirical data-analysis pipeline in Python (v1.6+). 900+ functions, one import (import statspai as sp), unified API. Covers the complete loop after data cleaning — descriptive stats & EDA (sp.sumstats, sp.balancetable, sp.balancepanel), estimand-first research-question DSL…
franklee16/academic-research-skills
Skill Claude CodeCodex
Analyzes CSV files, generates summary stats, and plots quick visualizations using Python and pandas.
franklee16/academic-research-skills
Skill Claude CodeCodex
End-to-end R data analysis workflow from exploration through regression to publication-ready tables and figures.
franklee16/academic-research-skills
Skill Claude CodeCodex
Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats. This skill should be used when analyzing any scientific data file to understand its structure, content, quality, and characteristics. Automatically detects file type and generates detailed markdown reports with…
franklee16/academic-research-skills
Skill Claude CodeCodex
Panel data analysis with Python using linearmodels and pandas.
franklee16/academic-research-skills
Skill Claude CodeCodex
R statistical analysis for publication-ready sociology research. Guides you through phased workflows for DiD, IV, matching, panel methods, and more. Use when doing quantitative analysis in R for academic papers.
franklee16/academic-research-skills
Skill Claude CodeCodex
Run IV, DiD, and RDD analyses in R with proper diagnostics.
franklee16/academic-research-skills
Skill Claude CodeCodex
Analyzes events through sociological lens using social structures, institutions, stratification, culture, norms, collective behavior, and multiple theoretical perspectives (functionalist, conflict, symbolic interactionist). Provides insights on social patterns, group dynamics, inequality, socialization, social change…
franklee16/academic-research-skills
Skill Claude CodeCodex
STATA code pattern library for empirical archival accounting research. Provides tested syntax from 126 peer-reviewed JAR (Journal of Accounting Research) replication files (2017-2025). Use when the user asks procedural questions like "How do I implement [method]?" or "Show me code for [technique]" — including: entropy…
franklee16/academic-research-skills
Skill Claude CodeCodex
Stata statistical analysis for publication-ready sociology research. Guides you through phased workflows for DiD, IV, matching, panel methods, and more. Use when doing quantitative analysis in Stata for academic papers.
franklee16/academic-research-skills
Skill Claude CodeCodex
Clean and transform messy data in Stata with reproducible workflows.
franklee16/academic-research-skills
Skill Claude CodeCodex
Run regression analyses in Stata with publication-ready output tables.
franklee16/academic-research-skills
Skill Claude CodeCodex
Use when writing, running, or debugging Stata code, do files, ado files, packages, or Mata programs in this environment. Use when loading Stata datasets, running regressions, managing data, developing Stata commands or packages, or working with Stata/Mata syntax.
franklee16/academic-research-skills
Skill Claude CodeCodex
Comprehensive Stata reference for writing correct .do files, data management, econometrics, causal inference, graphics, Mata programming, and 17+ community packages (reghdfe, estout, did, rdrobust, etc.). Covers syntax, options, gotchas, and idiomatic patterns. Use this skill whenever the user asks you to write…
franklee16/academic-research-skills
Skill Claude CodeCodex
Fetch economic data from FRED, World Bank, and other APIs.
franklee16/academic-research-skills
Skill Claude CodeCodex
Query FRED (Federal Reserve Economic Data) API for 800,000+ economic time series from 100+ sources. Access GDP, unemployment, inflation, interest rates, exchange rates, housing, and regional data. Use for macroeconomic analysis, financial research, policy studies, economic forecasting, and academic research requiring…
franklee16/academic-research-skills
Skill Claude CodeCodex
Skill for accessing, downloading, and parsing financial filings from the SEC EDGAR database. Helps users retrieve 10-K, 10-Q, 8-K, and other forms using the SEC's JSON API.