Browse Skills

Causal Inference Mixtape provides code templates for 10 causal inference identification strategies in Python, R, and Stata. Use it to implement DiD, event studies, IV, RDD, synthetic control, matching, and robustness checks.

Check Citations verifies academic citations against CrossRef, Semantic Scholar, and OpenAlex to detect AI-hallucinated references, chimeric citations, and suspicious patterns. Use it before submitting papers or when auditing bibliographies.

De-AIGC Academic Rewriting removes AI-generated writing signatures from empirical papers in economics, management, and the social sciences, in both English and Chinese. Use it to lower AIGC scores before journal submission or AI detector checks, while preserving every number, coefficient, and citation.

Deslop removes AI writing patterns from prose so text sounds like a specific human wrote it. Use it when drafting, editing, reviewing, or revising any substantial prose—including scientific writing—to eliminate predictable AI tells, slop, and formulaic patterns.

Empirical Research Navigator routes agents to the correct empirical research skill by goal, method, and language across a library of 1,052 skills. Use it before starting an empirical pipeline, paper, or replication package to select Python, Stata, or R workflows and linked AER skills.

Full Empirical Analysis provides a complete end-to-end workflow for applied empirical research in Python, covering data cleaning, variable construction, descriptive statistics, econometric modeling, robustness checks, and publication-ready tables and figures. It also includes specialized modes for target-trial emulation and ML causal inference, with explicit library choices and diagnostic steps.

Full Empirical Analysis R runs a complete 8-step empirical research pipeline in R using tidyverse and econometrics packages, generating publication-ready regression tables, descriptive statistics, robustness checks, and figures for applied economics, epidemiology, and ML causal inference.

Game Theory Paper Writer generates, revises, and stress-tests game theory research papers, covering topic selection, economic modeling, equilibrium analysis, numerical simulation, and literature-grounded adaptation. Use it when a user provides a game theory topic, draft, model idea, anchor paper, or reviewer comments and needs a rigorous manuscript or revision memo.

Humanize Chinese detects and rewrites AI-generated Chinese text, using 20+ rule categories, 8 statistical features, and scene-aware logistic regression fusion for general, academic, and longform text. It offers 8 style transforms, best-of-N humanization, and academic AIGC reduction for CNKI/VIP/Wanfang.

Humanizer Academic edits academic medical manuscripts to detect and rewrite AI-generated writing patterns, such as inflated significance claims, vague attributions, and promotional language, so they read as natural professional prose. Use it when reviewing or revising medical papers for submission.

LaTeX Document creates, compiles, and converts LaTeX documents to professional PDFs with PNG previews. Use it for resumes, reports, theses, slides, posters, cheat sheets, mail merge, PDF conversion, forms, and more.

Literature Review guides users through writing high-quality academic literature reviews, from topic selection and literature search to critical evaluation, structuring, and final writing. Use it when writing a standalone literature review paper or the literature review section of a research paper.