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7,636 skillsA× 7,623B× 11C× 1D× 10 installs1,992 views
Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 00 Full Empirical Analysis Skill StatsPAIA

Use when the user asks to run a full empirical / causal analysis in Python — by default in the style of an applied economics paper (AER / QJE / JPE / ReStud / AEJ) with DID / RD / IV / SCM / DML / matching, written-out estimating equation + identifying assumption, Table 1 / Table 2 / event-study figure / robustness gauntlet — OR in epidemiology / public health style (target-trial emulation, IPTW + g-formula + TMLE triplet, Mendelian randomization, KM/AFT survival, E-value sensitivity, STROBE/...

researchpythonrust
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Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 00.1 Full Empirical Analysis Skill PythonA

Classical end-to-end empirical analysis workflow in the traditional Python econometric stack — pandas + numpy + scipy + statsmodels + linearmodels + pyfixest + rdrobust + econml + causalml + matplotlib/seaborn. **Defaults to economics empirical-paper style** (AER / QJE / AEJ) — every run produces a publication-ready output set with a multi-column regression table (M1→M6 progressive controls/FE) as the centerpiece, plus Table 1 (descriptives), mechanism / heterogeneity / robustness tables, and...

datapythonrust
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Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 00.2 Full Empirical Analysis Skill StataA

Classical end-to-end empirical analysis workflow in the traditional Stata ecosystem — native Stata + reghdfe + ivreg2 + csdid + did_imputation + eventstudyinteract + sdid + rdrobust + rddensity + synth + synth_runner + psmatch2 + teffects + ebalance + coefplot + esttab + asdoc + binscatter. **Defaults to economics empirical-paper style** (AER / QJE / AEJ) — every run produces a publication-ready output set with a multi-column regression table (M1→M6 progressive controls/FE) as the centerpiece...

datapythonrust
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Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 00.3 Full Empirical Analysis Skill RA

Classical end-to-end empirical analysis workflow in the modern tidyverse + econometrics R ecosystem — dplyr + tidyr + haven + fixest + sandwich + lmtest + clubSandwich + AER + ivreg + did + bacondecomp + HonestDiD + eventstudyr + rdrobust + rddensity + Synth + gsynth + synthdid + MatchIt + WeightIt + cobalt + ebal + grf + DoubleML + mediation + marginaleffects + modelsummary + kableExtra + gt + ggplot2 + ggpubr + cowplot + binsreg. **Defaults to economics empirical-paper style** (AER / QJE / ...

researchpythonrust
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Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 01 Lishix520 Academic Paper Skills ComposerA

<!-- ╔══════════════════════════════════════════════════════════════╗ ║ 本文件为开源 Skill 原始文档，收录仅供学习与研究参考 ║ ║ CoPaper.AI 收集整理 | https://copaper.ai ║ ╚══════════════════════════════════════════════════════════════╝

researchpythonrust
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Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 01 Lishix520 Academic Paper Skills StrategistA

<!-- ╔══════════════════════════════════════════════════════════════╗ ║ 本文件为开源 Skill 原始文档，收录仅供学习与研究参考 ║ ║ CoPaper.AI 收集整理 | https://copaper.ai ║ ╚══════════════════════════════════════════════════════════════╝

researchpythonrust
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Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 02 Luwill Research Skills Medical Imaging ReviewA

Write comprehensive literature reviews following a systematic 7-phase workflow.

researchgobash
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Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 02 Luwill Research Skills Paper Slide DeckA

Transform academic papers and content into professional slide deck images with automatic figure extraction.

businesspythongo
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Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 02 Luwill Research Skills Research ProposalA

Generate high-quality academic research proposals for PhD applications following Nature Reviews-style academic writing conventions.

researchgobash
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Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 03 K Dense AI Claude Scientific Skills Hypothesis GenerationA

<!-- ╔══════════════════════════════════════════════════════════════╗ ║ 本文件为开源 Skill 原始文档，收录仅供学习与研究参考 ║ ║ CoPaper.AI 收集整理 | https://copaper.ai ║ ╚══════════════════════════════════════════════════════════════╝

researchpythongo
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Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 03 K Dense AI Claude Scientific Skills Research GrantsA

<!-- ╔══════════════════════════════════════════════════════════════╗ ║ 本文件为开源 Skill 原始文档，收录仅供学习与研究参考 ║ ║ CoPaper.AI 收集整理 | https://copaper.ai ║ ╚══════════════════════════════════════════════════════════════╝

researchpythonrust
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Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 03 K Dense AI Claude Scientific Skills Scientific WritingA

<!-- ╔══════════════════════════════════════════════════════════════╗ ║ 本文件为开源 Skill 原始文档，收录仅供学习与研究参考 ║ ║ CoPaper.AI 收集整理 | https://copaper.ai ║ ╚══════════════════════════════════════════════════════════════╝

researchpythongo
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Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 04 K Dense AI Claude Scientific Writer Citation ManagementA

<!-- ╔══════════════════════════════════════════════════════════════╗ ║ 本文件为开源 Skill 原始文档，收录仅供学习与研究参考 ║ ║ CoPaper.AI 收集整理 | https://copaper.ai ║ ╚══════════════════════════════════════════════════════════════╝

researchpythongo
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Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 04 K Dense AI Claude Scientific Writer Hypothesis GenerationA

<!-- ╔══════════════════════════════════════════════════════════════╗ ║ 本文件为开源 Skill 原始文档，收录仅供学习与研究参考 ║ ║ CoPaper.AI 收集整理 | https://copaper.ai ║ ╚══════════════════════════════════════════════════════════════╝

researchpythongo
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Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 04 K Dense AI Claude Scientific Writer Literature ReviewA

<!-- ╔══════════════════════════════════════════════════════════════╗ ║ 本文件为开源 Skill 原始文档，收录仅供学习与研究参考 ║ ║ CoPaper.AI 收集整理 | https://copaper.ai ║ ╚══════════════════════════════════════════════════════════════╝

researchpythongo
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Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 04 K Dense AI Claude Scientific Writer Peer ReviewA

<!-- ╔══════════════════════════════════════════════════════════════╗ ║ 本文件为开源 Skill 原始文档，收录仅供学习与研究参考 ║ ║ CoPaper.AI 收集整理 | https://copaper.ai ║ ╚══════════════════════════════════════════════════════════════╝

researchpythongo
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Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 04 K Dense AI Claude Scientific Writer Research GrantsA

<!-- ╔══════════════════════════════════════════════════════════════╗ ║ 本文件为开源 Skill 原始文档，收录仅供学习与研究参考 ║ ║ CoPaper.AI 收集整理 | https://copaper.ai ║ ╚══════════════════════════════════════════════════════════════╝

researchpythonrust
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Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 04 K Dense AI Claude Scientific Writer Scholar EvaluationA

<!-- ╔══════════════════════════════════════════════════════════════╗ ║ 本文件为开源 Skill 原始文档，收录仅供学习与研究参考 ║ ║ CoPaper.AI 收集整理 | https://copaper.ai ║ ╚══════════════════════════════════════════════════════════════╝

researchpythongo
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Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 04 K Dense AI Claude Scientific Writer Scientific Critical ThinkingA

<!-- ╔══════════════════════════════════════════════════════════════╗ ║ 本文件为开源 Skill 原始文档，收录仅供学习与研究参考 ║ ║ CoPaper.AI 收集整理 | https://copaper.ai ║ ╚══════════════════════════════════════════════════════════════╝

researchpythonrust
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Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 04 K Dense AI Claude Scientific Writer Scientific WritingA

<!-- ╔══════════════════════════════════════════════════════════════╗ ║ 本文件为开源 Skill 原始文档，收录仅供学习与研究参考 ║ ║ CoPaper.AI 收集整理 | https://copaper.ai ║ ╚══════════════════════════════════════════════════════════════╝

researchpythongo
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Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 05 Kthorn Research Superpower Getting StartedA

Research Superpowers gives Claude Code systematic workflows for **literature searching and review**. **Focus:** Finding, screening, and extracting data from published papers. NOT for analyzing experimental data or designing experiments.

researchgobash
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Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 05 Kthorn Research Superpower Research Answering Research QuestionsA

<!-- ╔══════════════════════════════════════════════════════════════╗ ║ 本文件为开源 Skill 原始文档，收录仅供学习与研究参考 ║ ║ CoPaper.AI 收集整理 | https://copaper.ai ║ ╚══════════════════════════════════════════════════════════════╝

researchpythongo
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Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 05 Kthorn Research Superpower Research Building Screening RubricsA

<!-- ╔══════════════════════════════════════════════════════════════╗ ║ 本文件为开源 Skill 原始文档，收录仅供学习与研究参考 ║ ║ CoPaper.AI 收集整理 | https://copaper.ai ║ ╚══════════════════════════════════════════════════════════════╝

documentationpythongo
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Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 05 Kthorn Research Superpower Research Checking ChemblA

<!-- ╔══════════════════════════════════════════════════════════════╗ ║ 本文件为开源 Skill 原始文档，收录仅供学习与研究参考 ║ ║ CoPaper.AI 收集整理 | https://copaper.ai ║ ╚══════════════════════════════════════════════════════════════╝

researchpythongo
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Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 05 Kthorn Research Superpower Research Cleaning Up Research SessionsA

<!-- ╔══════════════════════════════════════════════════════════════╗ ║ 本文件为开源 Skill 原始文档，收录仅供学习与研究参考 ║ ║ CoPaper.AI 收集整理 | https://copaper.ai ║ ╚══════════════════════════════════════════════════════════════╝

documentationpythongo
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Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 05 Kthorn Research Superpower Research Evaluating Paper RelevanceA

<!-- ╔══════════════════════════════════════════════════════════════╗ ║ 本文件为开源 Skill 原始文档，收录仅供学习与研究参考 ║ ║ CoPaper.AI 收集整理 | https://copaper.ai ║ ╚══════════════════════════════════════════════════════════════╝

researchpythongo
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Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 05 Kthorn Research Superpower Research Finding Open Access PapersA

<!-- ╔══════════════════════════════════════════════════════════════╗ ║ 本文件为开源 Skill 原始文档，收录仅供学习与研究参考 ║ ║ CoPaper.AI 收集整理 | https://copaper.ai ║ ╚══════════════════════════════════════════════════════════════╝

researchpythongo
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Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 05 Kthorn Research Superpower Research Searching LiteratureA

<!-- ╔══════════════════════════════════════════════════════════════╗ ║ 本文件为开源 Skill 原始文档，收录仅供学习与研究参考 ║ ║ CoPaper.AI 收集整理 | https://copaper.ai ║ ╚══════════════════════════════════════════════════════════════╝

researchgobash
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Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 05 Kthorn Research Superpower Research Subagent Driven ReviewA

<!-- ╔══════════════════════════════════════════════════════════════╗ ║ 本文件为开源 Skill 原始文档，收录仅供学习与研究参考 ║ ║ CoPaper.AI 收集整理 | https://copaper.ai ║ ╚══════════════════════════════════════════════════════════════╝

researchpythonrust
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Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 05 Kthorn Research Superpower Research Traversing CitationsA

<!-- ╔══════════════════════════════════════════════════════════════╗ ║ 本文件为开源 Skill 原始文档，收录仅供学习与研究参考 ║ ║ CoPaper.AI 收集整理 | https://copaper.ai ║ ╚══════════════════════════════════════════════════════════════╝

researchpythongo
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Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 06 Fuhaoda Stats Paper Writing Stat WritingA

This is a single "workbench" skill for statistical manuscripts written in LaTeX. Guidance is split into focused references under `references/`. Deterministic checks live in `scripts/`. Ready-to-use templates live in `assets/`.

ai-agentspythongit
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Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 07 Orchestra Research AI Research SKILLs Academic PlottingA

Generate publication-quality figures for ML/AI conference papers. Two distinct workflows: 1. **Diagram figures** (architecture, system design, workflows, pipelines) — AI image generation via Gemini 2. **Data figures** (line charts, bar charts, scatter plots, heatmaps, ablations) — matplotlib/seaborn

documentationpythongo
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Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 07 Orchestra Research AI Research SKILLs Autoresearch SkillA

Autonomous research orchestration for AI coding agents. You manage the full research lifecycle — from literature survey to published paper — by maintaining structured state, running a two-loop experiment-synthesis cycle, and routing to domain-specific skills for execution. You are a research project manager, not a domain expert. You orchestrate; the domain skills execute. **This runs fully autonomously.** Do not ask the user for permission or confirmation — use your best judgment and keep mov...

researchrustgo
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Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 13 Scunning1975 MixtapeTools Skills CompiledeckA

Create and compile beautiful Beamer presentations following the Rhetoric of Decks philosophy. Use when making slides, creating decks, or compiling .tex presentation files.

researchpythongo
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Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 13 Scunning1975 MixtapeTools Skills FletcherA

Defamiliarization audit for empirical output. Systematically interrogates every feature of a figure, table, or set of results — not just the main finding. Named for Jason Fletcher, who asked about the spike at t=1 when everyone else was looking at t=2. Use when you have output and are about to interpret or report it.

researchgobash
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Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 13 Scunning1975 MixtapeTools Skills NewprojectA

Scaffold a new research project with standard directory structure, CLAUDE.md template, and documented README. Use this at the start of every new project to ensure consistent organization.

documentationpythonbash
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Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 13 Scunning1975 MixtapeTools Skills Referee2A

Systematic audit and review by Referee 2. Two modes — "deck" reviews slide presentations for rhetoric, visual quality, and compile cleanliness; "code" performs cross-language replication and econometric audit of empirical pipelines. Use when reviewing slides, auditing code, or verifying replication.

toolspythongo
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Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 13 Scunning1975 MixtapeTools Skills Split PdfA

Download, split, and deeply read academic PDFs. Use when asked to read, review, or summarize an academic paper. Splits PDFs into 4-page chunks, reads them in small batches, and produces structured reading notes — avoiding context window crashes and shallow comprehension.

researchpythongo
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Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 15 Felpix Studios Social Science Research Skills Data AnalysisA

End-to-end data analysis workflow in R or Python — from exploration through regression to publication-ready tables and figures. Make sure to use this skill whenever the user wants to run any empirical analysis, write analysis code, or produce output from data. Triggers include: "analyze this data", "run a regression", "write R code for this", "write Python code for this", "I have a dataset", "help me with this regression", "run a DiD", "run an RDD", "event study", "IV regression", "fit a mode...

datapythongo
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Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 15 Felpix Studios Social Science Research Skills Data FinderA

Find and assess datasets for a research question. Dispatches Explorer agents to search across data source categories, then Explorer-Critic to stress-test each candidate. Produces a ranked list with feasibility grades. Make sure to use this skill whenever the user wants to identify or evaluate data sources — not to search for papers or run analysis. Triggers include: "find data", "what data should I use", "find a dataset for this", "where can I get data on X", "assess datasets", "what datasets...

researchgoapi
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Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 15 Felpix Studios Social Science Research Skills Deep AuditA

Deep consistency audit of the entire repository — launches 4 parallel specialist agents to find factual errors, code bugs, broken references, count mismatches, and cross-document inconsistencies, then fixes all issues and loops until clean. Make sure to use this skill whenever the user wants a comprehensive repository-wide check — not a targeted review of a single file. Triggers include: "audit", "deep audit", "find inconsistencies", "check everything", "run a full audit", "are there any brok...

documentationpythongo
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Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 15 Felpix Studios Social Science Research Skills Lit ReviewA

Structured literature review using a parallel fleet of Librarian agents. Searches top journals, working paper repositories (NBER, SSRN, IZA), and traces citation chains from key papers. Make sure to use this skill whenever the user wants to survey existing research on a topic — not to find datasets or write a paper. Triggers include: "review the literature", "find related papers", "what's been done on X", "search for papers on", "do a lit review", "find papers about", "what papers should I ci...

researchgoapi
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Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 15 Felpix Studios Social Science Research Skills New ProjectA

Start a new research project by conducting a structured interview to formalize a research idea, then generates research questions with identification strategies and a project spec. Make sure to use this skill whenever the user wants to develop or document a new research idea — not to search for literature or data. Triggers include: "new project", "start research", "I have an idea", "help me develop this", "I want to study X", "help me formalize this idea", "what's my research question", "what...

researchgo
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Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 15 Felpix Studios Social Science Research Skills ProofreadA

Run the proofreading protocol on academic writing — papers or manuscripts. Checks grammar, typos, layout issues, consistency, and academic writing quality. Produces a report without editing files. Make sure to use this skill whenever the user wants surface-level writing errors found — not substantive academic critique. Triggers include: "proofread", "check for typos", "grammar check", "look for errors in my draft", "proofread all", "polish this", "check my writing", "are there any mistakes", ...

researchgo
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Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 15 Felpix Studios Social Science Research Skills Quality GateA

Verify that every quantitative claim in the paper is traceable to an analysis output file, and that no important output was omitted. Make sure to use this skill whenever the user wants to check that the paper and analysis are consistent before submission. Triggers include: "run the quality gate", "check the paper matches the analysis", "verify consistency", "does the paper match my results", "check my numbers", "are my tables right", "quality check before submission", "verify my claims", "mak...

research
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Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 15 Felpix Studios Social Science Research Skills Research SetupA

Interactive setup wizard that configures a new project for the social-science-research plugin. Asks the user questions about their field, institution, journals, datasets, key researchers, and R color palette, then writes the answers into references/domain-profile.md and CLAUDE.md. Make sure to use this skill first whenever a user is starting fresh or wants to configure the plugin. Triggers include: "set up my project", "configure the plugin", "run setup", "initialize this project", "I just in...

researchgo
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Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 15 Felpix Studios Social Science Research Skills Review PaperA

Comprehensive manuscript review covering argument structure, econometric specification, citation completeness, and potential referee objections. Make sure to use this skill whenever the user wants substantive academic feedback on a paper — not just surface edits. Triggers include: "review my paper", "give me feedback on this draft", "what would a referee say", "anticipate referee objections", "act as a referee", "check my identification strategy", "is my argument convincing", "review this man...

researchgoaws
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Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 15 Felpix Studios Social Science Research Skills Review RA

Run the R code review protocol on R scripts. Checks code quality, reproducibility, domain correctness, and professional standards. Produces a report without editing files. Make sure to use this skill whenever the user wants their existing R code evaluated or audited — not when they want new analysis written. Triggers include: "review my R script", "check my R code", "is my code replication-ready", "audit this R file", "does this code follow conventions", "will this reproduce", "check my analy...

code-quality
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Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 15 Felpix Studios Social Science Research Skills Validate BibA

Validate bibliography entries against citations in all source files. Find missing entries and unused references. Make sure to use this skill whenever the user has any concern about bibliography completeness or citation keys. Triggers include: "validate my bib", "check my citations", "find missing references", "I'm getting undefined citation errors", "are all my citations in the bib file", "check for unused references", "my bibliography is broken", "missing bib entries", "citation not found", ...

research
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Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 15 Felpix Studios Social Science Research Skills Write PaperA

Draft a full academic paper manuscript from analysis outputs, project spec, and lit review. Make sure to use this skill whenever the user wants to turn completed analysis into a written paper — not to run analysis or review existing writing. Triggers include: "write the paper", "draft the manuscript", "write up the results", "start the paper", "turn my results into a paper", "write the introduction", "draft the empirics section", "I have my results, now write the paper", "help me write this u...

researchgo
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