brycewang-stanford/auto-empirical-research-skills

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auto-empirical-research-skills

brycewang-stanford/auto-empirical-research-skills

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chinese-de-aigc 面向中文学术论文的降 AIGC 检测率 Skill。针对知网、万方、维普、Turnitin 中文版的检测机制，识别并消除中文大语言模型的 1…

brycewang-stanford/auto-empirical-research-skills

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stata-accounting-research STATA code pattern library for empirical archival accounting research. Provides tested syntax from 126 peer-reviewed …

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Full-empirical-analysis-skill-Stata Classical end-to-end empirical analysis workflow in the traditional Stata ecosystem — native Stata + reghdfe + ivreg2…

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causal-inference-mixtape This skill should be used when the user asks to "implement a DiD regression", "write a causal inference pipeline", "s…

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Full-empirical-analysis-skill Classical end-to-end empirical analysis workflow in the traditional Python econometric stack — pandas + numpy + scipy…

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literature-review 帮助用户撰写高质量的文献综述类论文。提供从选题、文献检索、评估筛选、结构规划到最终写作的全流程指导。适用于需要撰写独…

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python-econ-computing Use when writing Python code for DSGE models, HANK models, numerical economic computation, causal inference, or quant…

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avoid-ai-writing Audit and rewrite content to remove AI writing patterns ("AI-isms"). Use this skill when asked to "remove AI-isms," "…

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latex-document Universal LaTeX document skill: create, compile, and convert any document to professional PDF with PNG previews. Supp…

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marginaleffects Manual for the marginaleffects R and Python package, and guide to the book "Model to Meaning". Use when users ask abo…

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stop-slop Remove AI writing patterns from prose. Use when drafting, editing, or reviewing text to eliminate predictable AI tell…

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deslop Remove AI writing patterns from prose. Use this skill when writing, drafting, editing, reviewing, or revising any tex…

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Full-empirical-analysis-skill-R

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humanizer_academic Remove signs of AI-generated writing from academic medical papers. Use when editing or reviewing manuscripts to make …

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humanize-chinese Detect and humanize AI-generated Chinese text. 20+ rule detection categories plus statistical features (sentence-leng…

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StatsPAI_skill Use when the user asks to run a full empirical / causal analysis in Python — by default in the style of an applied ec…

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ml-paper-writing Write publication-ready ML/AI/Systems papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM, OSDI, NSDI, ASPLOS, SOSP. Use …

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test-skill A brief description of what this skill does

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academic-paper Academic paper writing skill with 12-agent pipeline. v2.5: Style Calibration (learn author's writing voice from past …

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academic-paper-reviewer Multi-perspective academic paper review with dynamic reviewer personas. Simulates 5 independent reviewers (EIC + 3 pe…

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academic-paper-verify Thoroughly verify all code, tables, figures, modeling decisions, and quantitative claims in an academic paper against…

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academic-writing Activate when the user is drafting any academic economics content from scratch (e.g., outlines, abstracts, introducti…

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anti-hallucination ALWAYS activate this skill. Apply these rules to every task regardless of domain. This skill governs how Claude Code …

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causal-inference This skill covers causal inference methods in observational and quasi-experimental settings. Use when the user is imp…

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academic-pipeline Orchestrator for the full academic research pipeline: research -> write -> integrity check -> review -> revise -> re-…

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deep-research Universal deep research agent team. 13-agent pipeline for rigorous academic research on any topic. 7 modes: full rese…

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econ-abstract-writing Guide for writing the abstract of an academic economics paper. Use this skill whenever the user asks for help writing…

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econ-intro-writing Guide for writing the introduction to an academic economics paper. Use this skill whenever the user asks for help wri…

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event-study Use this skill whenever the user wants to conduct an event study, create event study plots, test for parallel trends,…

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thematic-analysis Conduct rigorous thematic analysis (TA) of qualitative data following Braun and Clarke's (2006) six-phase framework. …

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check-citations Verify academic citations against CrossRef, Semantic Scholar, and OpenAlex. Detects AI-hallucinated references, chime…

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slr-prisma Guide users through writing a systematic literature review (SLR) following the PRISMA 2020 framework. Use this skill …

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bayesian-workflow Opinionated Bayesian modeling workflow with PyMC and ArviZ. Contains critical guardrails (nutpie sampler, prior/poste…

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dowhy Causal inference framework for answering "does X cause Y?" beyond correlation. DoWhy (Microsoft Research) provides th…

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econ-audit Audit economic analysis outputs (fiscal briefings, macro briefings, market research, longlists, and other quantitativ…

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econ-write Expert economics paper writing assistant synthesizing advice from 50+ top guides by Cochrane, McCloskey, Shapiro, Hea…

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openalex Use when the user asks about academic literature, research papers, scholarly works, authors, citations, institutions,…

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briefing-note Structured policy briefing note (1-2 pages). Issue, background, analysis, options, recommendation. UK GES, Australian…

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cost-benefit Cost-benefit analysis. Produces economic NPV and financial NPV side by side, with BCR, optimism bias (with mitigation…

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fiscal-briefing Public finances briefing. Supports UK, US, and Australia. Produces a single compact briefing on borrowing, debt, rece…

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lifelines Complete survival analysis library in Python. Handles right-censored data, Kaplan-Meier curves, and Cox regression. S…

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longlist Brainstorm a longlist of benefits and costs for a project. Outputs two clean tables (benefits and costs), each with m…

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macro-briefing Macroeconomic monitor. Supports UK, US, Euro area, and Australia. Pulls GDP, inflation, employment, wages, rates, tra…

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market-research Industry and market research. Market sizing, structure, competition, regulation, supply chains, pricing, M&A. Produce…

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grillme 苏格拉底诘问式研究选题Skill。通过连续追问帮你厘清研究思路、聚焦研究子领域、明确研究问题(RQ)，识别出未被研究过的新意选…

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game-theory-paper-writer Generate, continue, revise, polish, and stress-test game theory research papers. Use when the user provides a game th…

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latex-table LaTeX回归表格生成Skill。辅助生成符合AER/QJE等顶刊格式的三线表，包括标准误聚类标注、显著性星标、固定效应标注。触发词：…

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R-optimizer R语言实证分析优化Skill。优化R代码效率、处理大规模面板数据、加速回归计算（并行化、向量化、向量化）。触发词：R语言优化/…

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citation-fidelity 学术引用核查Skill。要求每条引用必须定位到PDF原页，区分直接引用/间接引用，找不到原文则标注"待核"。触发词：引用核查/检…

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