By joshzyj

Turn unstructured text into validated, structured variables at corpus scale with LLMs: codebook design, dev/gold-set construction, DSPy prompt optimization, a hard reliability gate (Cohen κ ≥ 0.70)…

joshzyj/open-scholar-skill

Stable, deterministic social-science research-paper pipeline from idea or data to verified manuscript, citations, replication package, and final md/docx/tex/pdf outputs.

joshzyj/open-scholar-skill

Build and query a local vector database + GraphRAG over your entire reference library (Zotero or a PDF folder) for literature review.

joshzyj/open-scholar-skill

Comprehensive causal inference toolkit for social science research.

joshzyj/open-scholar-skill

Comprehensive open data directory (100+ datasets across 14 categories) with auto-fetch capability, plus data collection instrument design, variable dictionaries, data management, IRB materials, and…

joshzyj/open-scholar-skill

Conduct exploratory data analysis (EDA) before hypothesis testing.

joshzyj/open-scholar-skill

Explore broad social science ideas and convert them into formal, researchable questions.

joshzyj/open-scholar-skill

Design and analyze studies in sociolinguistics, language variation, acoustic phonetics, discourse analysis, language contact, and computational linguistics.

joshzyj/open-scholar-skill

Conduct a systematic literature review that maps the current landscape of a research question.

joshzyj/open-scholar-skill

Conduct a systematic literature review AND develop theory and hypotheses in one integrated workflow.

joshzyj/open-scholar-skill

Generate research questions from existing materials — codebooks, survey questionnaires, datasets, or published papers/abstracts.

joshzyj/open-scholar-skill

Multi-author research collaboration management. An agent skill from joshzyj/open-scholar-skill.

joshzyj/open-scholar-skill

Run LLM-powered social simulations at scale: silicon sampling, generative ABM, survey/vignette/conjoint experiments, opinion dynamics.

joshzyj/open-scholar-skill

Run data analytics and produce publication-quality tables and visualizations for social science research.

joshzyj/open-scholar-skill

Automatic quality auditor and continuous improvement engine for the scholar-skill suite.

joshzyj/open-scholar-skill

Systematic multi-agent code review of all analysis scripts produced in a project.

joshzyj/open-scholar-skill

Design and execute computational social science analyses across 11 modules: text-as-data/NLP (STM, BERTopic, Wordfish, BERT, conText embedding regression, LLM annotation + DSL bias correction…

joshzyj/open-scholar-skill

Build original theoretical frameworks and produce publication-quality conceptual diagrams for social science research.

joshzyj/open-scholar-skill

Research ethics toolkit for social scientists. An agent skill from joshzyj/open-scholar-skill.

joshzyj/open-scholar-skill

Develop theoretically grounded hypotheses and draft publication-ready Theory sections.

joshzyj/open-scholar-skill

Format, select, and prepare a manuscript for journal submission.

joshzyj/open-scholar-skill

Implement open science practices for a social science study.

joshzyj/open-scholar-skill

External review via OpenAI Codex CLI agents. An agent skill from joshzyj/open-scholar-skill.

joshzyj/open-scholar-skill

Build, document, test, and validate a journal-ready replication package for social science research.

joshzyj/open-scholar-skill

Real-time data privacy and leakage protection layer for AI-assisted research.

joshzyj/open-scholar-skill

Two-stage verification of analysis-to-manuscript consistency using a 4-agent panel.

joshzyj/open-scholar-skill

Synchronize content across presentation slides, speaker script, and manuscript/paper.

joshzyj/open-scholar-skill

Initialize a new research project directory for open-scholar-skill.

joshzyj/open-scholar-skill

Personalize and refine academic manuscript writing style by injecting distinctive authorial micro-patterns (tiny topos).

joshzyj/open-scholar-skill

Qualitative research methods toolkit for social sciences. An agent skill from joshzyj/open-scholar-skill.

joshzyj/open-scholar-skill