all publishers

brycewang-stanford

@brycewang-stanford source repo

5,264 published skills · page 11 of 53

  1. ▌
    Universal Ma Codebook · brycewang-stanford
    Universal Meta-Analysis Codebook v2.2 - AI-Human collaboration for meta-analysis data extraction. 4-layer design: Identifiers, Statistics, AI Provenance, Human Verification. Integrates with C5/C6/C7 agents and Category I systematic review pipeline. Triggers: meta-analysis, codebook, data extraction, Hedges g, effect size
    1k repo stars
  2. ▌
    Cite · brycewang-stanford
    Finds a paper by title, author, or DOI, adds BibTeX to references.bib, and shows citation syntax. Use when adding a reference.
    1k repo stars
  3. ▌
    Init · brycewang-stanford
    Fills all [FILL:] placeholders across the template to initialize a new research project. Use when setting up a freshly cloned project.
    1k repo stars
  4. ▌
    Daily Coding · brycewang-stanford
    Use for everyday coding tasks that involve writing or modifying source code.
    1k repo stars
  5. ▌
    Git Workflow · brycewang-stanford bundle
    This skill should be used when the user asks to "create git commit", "manage branches", "follow git workflow", "use Conventional Commits", "handle merge conflicts", or asks about git branching strategies, version control best practices, pull request workflows. Provides comprehensive Git workflow guidance for team collaboration.
    1k repo stars
  6. ▌
    Aer Identification · brycewang-stanford bundle
    Use when selecting, implementing, or stress-testing the causal identification strategy for an empirical economics manuscript — difference-in-differences (including staggered designs), instrumental variables (including weak-IV-robust inference), regression discontinuity, synthetic control, or shift-share / Bartik. Apply before writing the introduction or results.
    1k repo stars
  7. ▌
    Aer Tables Figures · brycewang-stanford bundle
    Use when constructing or revising regression tables, descriptive statistics tables, or figures after results are estimated and before submission for an AER, AER:Insights, or AEJ manuscript. Implements AER booktabs house style, regression-table layout, and figure-note conventions.
    1k repo stars
  8. ▌
    Fair Check · brycewang-stanford
    Audit manuscript and replication package against FAIR open-science principles.
    1k repo stars
  9. ▌
    Tdd Workflow · brycewang-stanford
    Test-driven development workflow for R using testthat. Use when writing new features, fixing bugs, or refactoring code. Enforces test-first development with 80%+ coverage.
    1k repo stars
  10. ▌
    Journal Guidelines · brycewang-stanford
    Use when preparing a paper for submission to a specific journal, checking formatting requirements, parsing instructions for authors, building a submission checklist, or adapting a paper to a journal template. Fetches the journal's official guidelines via web and produces a verifiable checklist.
    1k repo stars
  11. ▌
    Tables And Figures · brycewang-stanford
    Use when generating a LaTeX results table, creating a figure for a paper, formatting descriptive statistics, preparing regression output for publication, or producing vector-quality graphics. Enforces booktabs, threeparttable, vector PDFs, and script-generated output.
    1k repo stars
  12. ▌
    Data Clean · brycewang-stanford bundle
    Produce documented data cleaning scripts that log every transformation with N before/after each step, generate a CONSORT-style exclusion flow diagram, create decision log entries for every subjective choice, compute scale reliability and composites, and write cleaned data to data/processed/. Never modifies raw data. Use when the user says "clean data," "prepare data," "apply exclusion criteria," "handle missing data," "create composites," "data preprocessing," or when /data-validate found issues to address. Triggers on "clean," "exclusion," "missing data," "preprocessing," "composites," "reverse code."
    1k repo stars
  13. ▌
    Peer Review · brycewang-stanford
    Systematic peer review toolkit. Evaluate methodology, statistics, design, reproducibility, ethics, figure integrity, reporting standards, for manuscript and grant review across disciplines.
    1k repo stars
  14. ▌
    Revise · brycewang-stanford
    R&R cycle — classify referee comments and route to appropriate agents. Replaces /respond-to-referee.
    1k repo stars
  15. ▌
    Submit · brycewang-stanford
    Submission pipeline — journal targeting, replication package, audit, and final gate. Replaces /submit, /target-journal, /audit-replication, /data-deposit.
    1k repo stars
  16. ▌
    Bug Detective · brycewang-stanford bundle
    This skill should be used when the user asks to "debug this", "fix this error", "investigate this bug", "troubleshoot this issue", "find the problem", "something is broken", "this isn't working", "why is this failing", or reports errors/exceptions/bugs. Provides systematic debugging workflow and common error patterns.
    1k repo stars
  17. ▌
    UI UX Pro Max · brycewang-stanford bundle
    This skill should be used when the user asks to design or review a UI, create a landing page or dashboard, choose colors or typography, improve accessibility, or implement polished frontend interfaces with a clear design system.
    1k repo stars
  18. ▌
    Auto Review Loop Minimax · brycewang-stanford
    Autonomous multi-round research review loop using MiniMax API. Use when you want to use MiniMax instead of Codex MCP for external review. Trigger with "auto review loop minimax" or "minimax review".
    1k repo stars
  19. ▌
    Research Refine Pipeline · brycewang-stanford
    Run an end-to-end workflow that chains `research-refine` and `experiment-plan`. Use when the user wants a one-shot pipeline from vague research direction to focused final proposal plus detailed experiment roadmap, or asks to "串起来", build a pipeline, do it end-to-end, or generate both the method and experiment plan together.
    1k repo stars
  20. ▌
    Aer Preregistration · brycewang-stanford bundle
    Use when the project collects primary data or runs a field, lab, or survey experiment, before the intervention begins — write the pre-analysis plan, size the sample from a power calculation, and register with the AEA RCT Registry. Apply after the design is chosen in aer-identification and before any outcome data are seen.
    1k repo stars
  21. ▌
    Aer Topic Selection · brycewang-stanford bundle
    Use when evaluating whether a research idea clears the AER top-5 bar, when routing between AER, AER:Insights, and the AEJ family, or when sharpening a fuzzy contribution sentence into one publishable claim. Apply before any writing begins.
    1k repo stars
  22. ▌
    R Performance · brycewang-stanford
    R performance best practices including profiling, benchmarking, vctrs, and optimization strategies. Use when optimizing R code.
    1k repo stars
  23. ▌
    R Style Guide · brycewang-stanford
    R style guide covering naming conventions, spacing, layout, and function design best practices. Use when writing R code.
    1k repo stars
  24. ▌
    Citation Management · brycewang-stanford
    Use when adding citations to a .bib file, importing references by DOI, cleaning a bibliography, detecting duplicate entries, or normalizing citation keys. Uses direct .bib manipulation with CrossRef API for metadata resolution — no external tool dependencies.
    1k repo stars
  25. ▌
    Game Theory · brycewang-stanford bundle
    This skill covers game-theoretic methods in structural econometrics and industrial organization. Use when the user is working with strategic interactions, equilibrium analysis, or game-theoretic structural models — including entry games, conduct testing, auction models with strategic bidding, bargaining, or matching markets. Triggers on "Nash equilibrium", "subgame perfect", "best response", "strategic interaction", "entry game", "conduct testing", "auction", "mechanism design", "matching market", "bargaining", "BNE", "Bayesian Nash", "static game", "dynamic game", "repeated game", "multiple equilibria", "equilibrium selection", "discrete game", "oligopoly", "game-theoretic", "player", "payoff", "strategy", "dominant strategy", "Bresnahan-Reiss", "Ciliberto-Tamer", "partial identification", "set identification", or markup test.
    1k repo stars
  26. ▌
    Deep Research · brycewang-stanford bundle
    Universal deep research agent team. 13-agent pipeline for rigorous academic research on any topic. 7 modes: full research, quick brief, paper review, lit-review, fact-check, Socratic guided research dialogue, and systematic review with optional meta-analysis. Covers research question formulation, Socratic mentoring, methodology design, systematic literature search, source verification, cross-source synthesis, risk of bias assessment, meta-analysis, APA 7.0 report compilation, editorial review, devil's advocate challenges, ethics review, and post-research literature monitoring. Triggers on: research, deep research, literature review, systematic review, meta-analysis, PRISMA, evidence synthesis, fact-check, guide my research, help me think through, 研究, 深度研究, 文獻回顧, 文獻探討, 系統性回顧, 後設分析, 事實查核, 引導我的研究, 幫我釐清, 幫我想想, 我不確定要研究什麼, 研究方向, 研究主題.
    1k repo stars
  27. ▌
    Kaggle Learner · brycewang-stanford bundle
    This skill should be used when the user asks to "learn from Kaggle", "study Kaggle solutions", "analyze Kaggle competitions", or mentions Kaggle competition URLs. Provides access to extracted knowledge from winning Kaggle solutions across NLP, CV, time series, tabular, and multimodal domains.
    1k repo stars
  28. ▌
    Results Report · brycewang-stanford bundle
    This skill should be used when the user asks to "write an experiment report", "summarize experimental results", "do experiment retrospection", "write a results report", "写实验总结报告", "写实验复盘", or mentions turning completed experiment artifacts into a structured, decision-oriented research report. It assumes strict analysis should come from `results-analysis` first.
    1k repo stars
  29. ▌
    Skill Improver · brycewang-stanford bundle
    This skill should be used when the user asks to "apply skill improvements", "update skill from plan", "execute improvement plan", "fix skill issues", "implement skill recommendations", or mentions applying improvements from quality review reports. Reads improvement-plan-{name}.md files generated by skill-quality-reviewer and intelligently merges and executes the suggested changes to improve Claude Skills quality.
    1k repo stars
  30. ▌
    Rlang Patterns · brycewang-stanford
    rlang metaprogramming patterns for data-masking, injection operators, and dynamic dots. Use when writing functions that use tidy evaluation.
    1k repo stars
  31. ▌
    Statistical Modeling · brycewang-stanford bundle
    Use when estimating a statistical or econometric model, running a regression, specifying an identification strategy, testing a hypothesis, or fitting any model to empirical data. Guides the process (assumptions, estimation, reporting, diagnostics) without forcing a fixed method list.
    1k repo stars
  32. ▌
    Data Profile · brycewang-stanford bundle
    Generate a complete, manuscript-ready data profile: demographics summary table, scale identification with reliability (alpha, omega, CFA), comprehensive codebook, sample characteristics, and measurement documentation — all following current best practices at the time of execution. Searches for the latest reporting standards (JARS, TOP, APA) before generating output. Produces everything a Methods section needs to describe the data. Use when the user says "describe my data for the manuscript," "demographics table," "what scales are in here," "codebook," "Methods section data," "sample characteristics," or any time they need data documented for publication. Triggers on "profile," "demographics," "scales," "codebook," "sample description," "Methods section."
    1k repo stars
  33. ▌
    Chinese Quote Converter · brycewang-stanford bundle
    Convert English straight quotation marks ("...") to Chinese curved quotation marks ("..." U+201C/D). Use when processing Chinese text documents, markdown files, or any content that needs proper Chinese typography with directional quotes. Triggers on keywords like "转换引号", "中文引号", "英文引号转中文", "quote conversion", "convert quotes".
    1k repo stars
  34. ▌
    Discover · brycewang-stanford
    Discovery phase combining research interviews, literature search, data discovery, and ideation. Routes to appropriate agents based on arguments. Replaces /interview-me, /lit-review, /find-data, /research-ideation.
    1k repo stars
  35. ▌
    Academic Paper · brycewang-stanford bundle
    Academic paper writing skill with 12-agent pipeline. v2.5: Style Calibration (learn author's writing voice from past papers) + Writing Quality Check (writing quality checklist for natural prose). Supports IMRaD, literature review, theoretical, case study, policy brief, and conference paper structures. APA 7.0 (default), Chicago, MLA, IEEE, Vancouver citation formats. Bilingual abstracts (zh-TW + EN). Multi-format output (LaTeX, DOCX, PDF, Markdown). Triggers on: write paper, academic paper, paper outline, write abstract, revise paper, check citations, convert to LaTeX, guide my paper, parse reviews, revision roadmap, 寫論文, 學術論文, 論文大綱, 寫摘要, 修改論文, 檢查引用, 引導我寫論文, 帶我規劃論文, 逐章規劃, 論文架構, 審查意見, 修訂路線圖.
    1k repo stars
  36. ▌
    Execute · brycewang-stanford
    Executes all registered notebooks, strips noisy cell metadata, and syncs Jupytext pairs. Use when asked to re-run notebooks or refresh outputs.
    1k repo stars
  37. ▌
    Handoff · brycewang-stanford
    Writes a session handoff report to handoffs/ with project state, work done, decisions, and next steps. Use at session end or after significant work.
    1k repo stars
  38. ▌
    Doc Coauthoring · brycewang-stanford bundle
    This skill should be used when the user asks to co-author documentation, draft a proposal, write a technical spec, create a decision doc or RFC, or structure a substantial document through iterative collaboration and reader testing.
    1k repo stars
  39. ▌
    Post Acceptance · brycewang-stanford bundle
    This skill should be used when the user asks to "prepare conference presentation", "create presentation slides", "design poster", "make academic poster", "write promotion content", "create Twitter thread", or mentions post-acceptance conference preparation. Provides comprehensive workflow for presentation, poster, and promotion content creation.
    1k repo stars
  40. ▌
    Review Response · brycewang-stanford bundle
    Systematic review response workflow from comment analysis to professional rebuttal writing. Use when the user asks to "write rebuttal", "respond to reviewers", "draft review response", or "analyze review comments". Improves paper acceptance rates.
    1k repo stars
  41. ▌
    Writing Anti AI · brycewang-stanford bundle
    This skill should be used when the user asks to "remove AI writing patterns", "humanize this text", "make this sound more natural", "remove AI-generated traces", "fix robotic writing", or needs to eliminate AI writing patterns from prose. Supports both English and Chinese text. Based on Wikipedia's "Signs of AI writing" guide, detects and fixes inflated symbolism, promotional language, superficial -ing analyses, vague attributions, AI vocabulary, negative parallelisms, and excessive conjunctive phrases.
    1k repo stars
  42. ▌
    Economist Data Skill · brycewang-stanford
    Guide economists to authoritative data sources with explicit, confirmed data specifications before retrieval; interfaces with Playwright MCP to navigate portals and extract real data, not articles about data.
    1k repo stars
  43. ▌
    Survey Design · brycewang-stanford
    Design survey instruments: questions, scales, flow, social desirability.
    1k repo stars
  44. ▌
    Data Validate · brycewang-stanford bundle
    Run declarative data quality checks and generate a codebook. Checks completeness, distributions, impossible values, duplicates, outliers, encoding issues, attention check failures, and manipulation check results. Produces a pointblank/pandera validation report and an auto-generated codebook. Use when the user says "validate data," "check data quality," "generate codebook," "what's wrong with my data," "data audit," "check my dataset," or when /research-intake identifies missing validation. Triggers on "validate," "data quality," "codebook," "check my data."
    1k repo stars
  45. ▌
    Process Model · brycewang-stanford bundle
    Implement Hayes PROCESS mediation and moderation models transparently via lavaan and bruceR, with bootstrap CIs, index of moderated mediation, Johnson-Neyman regions of significance, and APA-formatted output that matches familiar PROCESS tables. Maps model numbers (1-24) to inspectable lavaan syntax instead of black-box macros. Use when the user says "PROCESS model," "mediation," "moderated mediation," "conditional indirect effect," "Hayes model," "indirect effect," "moderation," or when /analyze encounters a mediation/moderation hypothesis. Triggers on "PROCESS," "mediation," "moderation," "indirect effect," "Hayes."
    1k repo stars
  46. ▌
    Research Init · brycewang-stanford bundle
    Scaffold a new research project with full reproducibility infrastructure in R and/or Python. Creates directory structure, pipeline stubs (targets/Snakemake), environment lockfiles (renv/uv), documentation templates (codebook, decision log, pre-registration, Cornell README), Quarto manuscript template, and proper .gitignore. Can wrap existing data in gold-standard structure. Use when the user says "new project," "scaffold," "start a study," "set up a project," "I have data and need to organize it," or when /research-intake recommends scaffolding.
    1k repo stars
  47. ▌
    Latex Table · brycewang-stanford
    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:LaTeX表格/回归表/三线表/table制作/latex table
    1k repo stars
  48. ▌
    R Optimizer · brycewang-stanford
    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/R加速/R性能优化/大规模数据处理/R optimization
    1k repo stars
  49. ▌
    Abstract · brycewang-stanford
    Reads the manuscript and notebooks to generate a structured abstract. Use when writing or updating the abstract.
    1k repo stars
  50. ▌
    Codebook · brycewang-stanford
    Auto-generates a Markdown codebook from a dataset (CSV, DTA, Excel, Parquet) with types and summary statistics. Use when documenting variables.
    1k repo stars
  51. ▌
    Sync Tex · brycewang-stanford
    Transfers prose edits from latex/index.tex (Overleaf) back into index.qmd. Use after pulling LaTeX edits from a collaborator.
    1k repo stars
  52. ▌
    Agent Identifier · brycewang-stanford bundle
    Use when creating or configuring Claude Code agents and their frontmatter.
    1k repo stars
  53. ▌
    Jams Literature Positioning · brycewang-stanford
    Use when staking a Journal of the Academy of Marketing Science (JAMS) manuscript's contribution against the marketing literature — locating it in the right stream, defending against "incremental / new-context," and citing the substantive canon the editor and reviewers expect. Positions the contribution; it does not state it in one sentence (jams-contribution-framing) or build the theory (jams-theory-development).
    1k repo stars
  54. ▌
    Jais Topic Selection · brycewang-stanford
    Use when deciding whether a question fits the Journal of the Association for Information Systems (JAIS) and which of its seven manuscript categories to target. Locks the IS phenomenon, the unit of analysis, and the category before theory work begins; it does not build the theory (jais-theory-development) or invent citations.
    1k repo stars
  55. ▌
    Msom Theory Development · brycewang-stanford
    Use when building the analytical model or operational mechanism at the core of a Manufacturing & Service Operations Management (M&SOM) manuscript — formulating the decision, objective, and uncertainty; deriving structural results; or specifying the operational mechanism behind an empirical hypothesis. Adapts theory work to M&SOM's dominant analytical/stochastic-modeling tradition.
    1k repo stars
  56. ▌
    Ppsych Proposal And Commissioning · brycewang-stanford
    Use when shaping a proposal for a Perspectives on Psychological Science (PoPS) contribution — the proposal route (required for cooperative and miscellaneous pieces, optional for stand-alone), what a proposal contains, and how invited/special-issue work differs. Frames the pitch; it does not gather the literature (ppsych-literature-synthesis) or run the submission preflight (ppsych-submission).
    1k repo stars
  57. ▌
    International Economics And Trade Research · brycewang-stanford
    Use when targeting 《国际经贸探索》(International Economics and Trade Research — 广东外语外贸大学主办的月刊, CN 44-1302/F) or deciding whether a Chinese trade/open-economy/business manuscript fits this venue. Encodes the journal's fit, 顺序编码制 house style, 粤港澳/开放经济 落点, official re-check, and desk-reject heuristics.
    1k repo stars
  58. ▌
    Science And Technology Progress And Policy · brycewang-stanford
    Use when targeting 《科技进步与对策》(Science and Technology Progress and Policy — 湖北省科技信息研究院主办的科技创新政策半月刊, 1984 年创刊, 官网 kjjb.org 唯一在线投稿) or deciding whether a Chinese innovation-policy manuscript fits this venue. Encodes the journal's fit, framing, online-only submission house style, official-submission re-check, and desk-reject heuristics.
    1k repo stars
  59. ▌
    Aaai Acm Conference On AI Ethics And Society · brycewang-stanford
    Use when targeting AAAI/ACM Conference on AI, Ethics, and Society (AIES) or deciding whether a computer-science manuscript fits this venue. Encodes conference fit, framing, evidence bar, submission-cycle checks, rebuttal posture, and desk-reject risks for AI ethics and society.
    1k repo stars
  60. ▌
    European Conference On Information Retrieval · brycewang-stanford
    Use when targeting European Conference on Information Retrieval (ECIR) or deciding whether a computer-science manuscript fits this venue. Encodes conference fit, framing, evidence bar, submission-cycle checks, rebuttal posture, and desk-reject risks for information retrieval.
    1k repo stars
  61. ▌
    Ieee International Conference On Data Mining · brycewang-stanford
    Use when targeting IEEE International Conference on Data Mining (ICDM) or deciding whether a computer-science manuscript fits this venue. Encodes conference fit, framing, evidence bar, submission-cycle checks, rebuttal posture, and desk-reject risks for data mining.
    1k repo stars
  62. ▌
    International Conference On Machine Learning · brycewang-stanford
    Use when targeting International Conference on Machine Learning (ICML) or deciding whether a computer-science manuscript fits this venue. Encodes conference fit, framing, evidence bar, submission-cycle checks, rebuttal posture, and desk-reject risks for AI/ML flagship.
    1k repo stars
  63. ▌
    International Symposium On Robotics Research · brycewang-stanford
    Use when targeting International Symposium on Robotics Research (ISRR) or deciding whether a computer-science manuscript fits this venue. Encodes conference fit, framing, evidence bar, submission-cycle checks, rebuttal posture, and desk-reject risks for robotics research.
    1k repo stars
  64. ▌
    Siam International Conference On Data Mining · brycewang-stanford
    Use when targeting SIAM International Conference on Data Mining (SDM) or deciding whether a computer-science manuscript fits this venue. Encodes conference fit, framing, evidence bar, submission-cycle checks, rebuttal posture, and desk-reject risks for data mining.
    1k repo stars
  65. ▌
    Sigdial Conference On Discourse And Dialogue · brycewang-stanford
    Use when targeting SIGDIAL Conference on Discourse and Dialogue (SIGDIAL) or deciding whether a computer-science manuscript fits this venue. Encodes conference fit, framing, evidence bar, submission-cycle checks, rebuttal posture, and desk-reject risks for dialogue systems.
    1k repo stars
  66. ▌
    Progress In Energy And Combustion Science · brycewang-stanford
    Use when targeting Progress in Energy and Combustion Science or deciding whether an energy/combustion review manuscript fits this venue. Encodes the journal's review-only fit, the critical-synthesis-and-authority bar, comprehensiveness rigor, house style, the review-vs-primary-research routing, official-submission re-check, and desk-reject heuristics.
    1k repo stars
  67. ▌
    Journal Of The American Musicological Society · brycewang-stanford
    Use when targeting the Journal of the American Musicological Society or deciding whether a historical-musicology manuscript fits this venue. Encodes the journal's fit, its argument and music-analytic evidence bar, archival/critical and notational expectations, house style and review norms, official-submission re-check, and desk-reject heuristics.
    1k repo stars
  68. ▌
    Journal Of International Money And Finance · brycewang-stanford
    Use when targeting Journal of International Money and Finance (JIMF) or deciding whether an international-finance manuscript fits this venue. Encodes the journal's fit, framing, method-and-evidence bar, house style, official-submission re-check, and desk-reject heuristics.
    1k repo stars
  69. ▌
    Jbes Identification Strategy · brycewang-stanford
    Use when the methodological core of a Journal of Business & Economic Statistics (JBES) paper is the bottleneck — assumptions, regularity conditions, asymptotic theory, and Monte Carlo design for a new estimator, test, or algorithm. Stress-tests the method's validity, not a causal design.
    1k repo stars
  70. ▌
    Jedpsych Open Science And Transparency · brycewang-stanford
    Use when meeting the Journal of Educational Psychology's open-science requirements — the Transparency and Openness subsection stating data/materials/analysis-code availability with persistent identifiers, JARS-compliant reporting, preregistration disclosure (encouraged, not mandatory), and Open Science Badges. Prepares compliance for masked review; it does not waive requirements.
    1k repo stars
  71. ▌
    Jfqa Contribution Framing · brycewang-stanford
    Use when framing the contribution of a Journal of Financial and Quantitative Analysis (JFQA) paper — write the strict one-paragraph abstract of no more than 100 words and an introduction that states what is new in finance terms, so the quantitative contribution lands within JFQA's tight abstract cap and high selectivity.
    1k repo stars
  72. ▌
    Jpsp Literature Positioning · brycewang-stanford
    Use when positioning a Journal of Personality and Social Psychology (JPSP) manuscript against the literatures its section's readers expect, building the long-format introduction and literature review that precede the multi-study package. Sharpens the gap and contribution; it does not write the literature review for you.
    1k repo stars
  73. ▌
    Jpart Data Analysis · brycewang-stanford
    Use when executing and reporting the analysis for a Journal of Public Administration Research and Theory (JPART) manuscript so it survives expert, double-blind review and the journal's mandatory data-and-code release. Covers honest uncertainty, robustness, and the PA-specific traps (common-method bias, selection). Guides analysis norms; it does not fabricate results.
    1k repo stars
  74. ▌
    Jpart Writing Style · brycewang-stanford
    Use when drafting or polishing a Journal of Public Administration Research and Theory (JPART) manuscript so it reads as theory-plus-rigor, follows OUP author-date style, and fits the ~12,000-word cap that includes the abstract, tables, and references. Tightens prose and format; it does not invent content.
    1k repo stars
  75. ▌
    Jqte Topic Selection · brycewang-stanford
    Use to sharpen a topic for 《数量经济技术经济研究》 (JQTE) — turning a vague empirical idea into a measurement / forecasting / method-application question with a clear quantitative object, a method-side novelty, and value for China's planning or technology decisions. Use before drafting, when the contribution shape is still fuzzy.
    1k repo stars
  76. ▌
    Jeea Literature Positioning · brycewang-stanford
    Use when the contribution of a Journal of the European Economic Association (JEEA) manuscript relative to the frontier is fuzzy, oversold, or undersold. Stakes the marginal contribution for a general-interest readership; it does not fix identification, the model, or prose.
    1k repo stars
  77. ▌
    Prai Artifact Evaluation · brycewang-stanford
    在为《模式识别与人工智能》(Pattern Recognition and Artificial Intelligence, PR&AI) 处理代码与数据可用性、撰写可用性声明时调用。本刊作为中文期刊是否设立独立的制品评审徽章(artifact badge)制度目前待核实——本技能讲清现状与稳妥做法:如何写诚实的代码/数据可用性声明、如何组织可供外审核验的复现仓库、如何在不可公开时说明原因与替代验证途径、如何与审稿匿名要求(是否双盲待核实)协调。用于让模式识别/机器学习论文的制品支撑而非拖累评审,避免可用性声明与实际提供的材料不一致。
    1k repo stars
  78. ▌
    Revedres Transparency And Reproducibility · brycewang-stanford
    Use when settling coding reliability, open materials, PRISMA/MARS reporting, and a reproducible meta-analysis for a Review of Educational Research (RER) manuscript. Makes the review auditable and re-runnable; it does not run the substantive robustness analyses (revedres-comprehensiveness-and-balance) or design the exhibits (revedres-tables-figures).
    1k repo stars
  79. ▌
    Acm Conference On Intelligent User Interfaces · brycewang-stanford
    Use when targeting ACM Conference on Intelligent User Interfaces (IUI) or deciding whether a computer-science manuscript fits this venue. Encodes conference fit, framing, evidence bar, submission-cycle checks, rebuttal posture, and desk-reject risks for intelligent interfaces.
    1k repo stars
  80. ▌
    Acm Symposium On Operating Systems Principles · brycewang-stanford
    Use when targeting ACM Symposium on Operating Systems Principles (SOSP) or deciding whether a computer-science manuscript fits this venue. Encodes conference fit, framing, evidence bar, submission-cycle checks, rebuttal posture, and desk-reject risks for systems flagship.
    1k repo stars
  81. ▌
    International Conference On Discovery Science · brycewang-stanford
    Use when targeting International Conference on Discovery Science (Discovery Science) or deciding whether a computer-science manuscript fits this venue. Encodes conference fit, framing, evidence bar, submission-cycle checks, rebuttal posture, and desk-reject risks for discovery science.
    1k repo stars
  82. ▌
    International Conference On Knowledge Capture · brycewang-stanford
    Use when targeting International Conference on Knowledge Capture (K-CAP) or deciding whether a computer-science manuscript fits this venue. Encodes conference fit, framing, evidence bar, submission-cycle checks, rebuttal posture, and desk-reject risks for knowledge capture.
    1k repo stars
  83. ▌
    Starsem Conference On Computational Semantics · brycewang-stanford
    Use when targeting StarSem Conference on Computational Semantics (*SEM) or deciding whether a computer-science manuscript fits this venue. Encodes conference fit, framing, evidence bar, submission-cycle checks, rebuttal posture, and desk-reject risks for computational semantics.
    1k repo stars
  84. ▌
    Journal Of Business And Economic Statistics · brycewang-stanford
    Use when targeting Journal of Business and Economic Statistics (JBES) or deciding whether a manuscript at the statistics/econometrics interface fits this venue. Encodes the journal's fit, framing, method-and-evidence bar, house style, official-submission re-check, and desk-reject heuristics.
    1k repo stars
  85. ▌
    Journal Of The Academy Of Marketing Science · brycewang-stanford
    Use when targeting Journal of the Academy of Marketing Science (JAMS) or deciding whether a marketing manuscript fits this venue. Encodes the journal's fit, framing, method-and-evidence bar, house style, official-submission re-check, and desk-reject heuristics.
    1k repo stars
  86. ▌
    Jebo Literature Positioning · brycewang-stanford
    Use when staking a Journal of Economic Behavior & Organization (JEBO) manuscript's contribution against the behavioral, experimental, and organizational literatures. Builds the "what we knew / what was missing / what this adds" frame and a replication/extension stance; it does not invent citations.
    1k repo stars
  87. ▌
    Jpart Review Process · brycewang-stanford
    Use to understand how the Journal of Public Administration Research and Theory (JPART) evaluates a manuscript — double-blind review, desk screening on theory and fit, the reject / R&R / accept decision categories, and the PMRA/OUP editorial context. Sets expectations and shapes the paper to survive review; it does not contact editors.
    1k repo stars
  88. ▌
    Jpart Tables Figures · brycewang-stanford
    Use when building tables and figures for a Journal of Public Administration Research and Theory (JPART) manuscript so exhibits are self-contained, accessible, and fit the 12,000-word budget that counts tables and references. JPART rewards exhibits that show mechanism and magnitude, not stars. Designs exhibits; it does not run the analysis.
    1k repo stars
  89. ▌
    Jaar Structure And Exposition · brycewang-stanford
    Use when organizing a Journal of the American Academy of Religion (JAAR) article so a method-conscious argument unfolds clearly within the ~8,000-12,000-word range (including references and footnotes). Builds the essay's architecture; it does not generate content.
    1k repo stars
  90. ▌
    Msom Contribution Framing · brycewang-stanford
    Use when turning analytical or empirical results into an explicit operations contribution for a Manufacturing & Service Operations Management (M&SOM) manuscript — stating the managerial implication, the new operational insight, and why an operations decision is central, including the structured-abstract framing M&SOM requires.
    1k repo stars
  91. ▌
    Annual Review Of Environment And Resources · brycewang-stanford
    Use when targeting the Annual Review of Environment and Resources or deciding whether an environment-and-resources synthesis fits this invited-review venue. Encodes the journal's invited-review fit, the authoritative-synthesis bar, structure expectations, official-submission re-check, and desk-reject heuristics.
    1k repo stars
  92. ▌
    Journal Of Clinical Endocrinology And Metabolism · brycewang-stanford
    Use when targeting the Journal of Clinical Endocrinology and Metabolism or deciding whether a clinical-endocrinology or metabolism study fits this venue. Encodes the journal's broad endocrine-organ fit, the clinical-evidence and methodological bar, reporting-guideline and registration requirements, Endocrine Society/OUP house style, official-submission re-check, and desk-reject heuristics. Venue-fit aid only, not clinical advice.
    1k repo stars
  93. ▌
    Acm Ieee Joint Conference On Digital Libraries · brycewang-stanford
    Use when targeting ACM/IEEE Joint Conference on Digital Libraries (JCDL) or deciding whether a computer-science manuscript fits this venue. Encodes conference fit, framing, evidence bar, submission-cycle checks, rebuttal posture, and desk-reject risks for digital libraries.
    1k repo stars
  94. ▌
    European Conference On Artificial Intelligence · brycewang-stanford
    Use when targeting European Conference on Artificial Intelligence (ECAI) or deciding whether a computer-science manuscript fits this venue. Encodes conference fit, framing, evidence bar, submission-cycle checks, rebuttal posture, and desk-reject risks for AI/ML regional flagship.
    1k repo stars
  95. ▌
    Ieee Transactions On Biomedical Engineering · brycewang-stanford
    Use when targeting IEEE Transactions on Biomedical Engineering (TBME) or deciding whether a biomedical-engineering methods manuscript fits this venue. Encodes the journal's fit, the engineering-method-validated-on-biological-or-clinical-data bar, validation rigor, the TBME-vs-NBME-vs-TMI routing, house style, official-submission re-check, and desk-reject heuristics.
    1k repo stars
  96. ▌
    Ieee Transactions On Industrial Electronics · brycewang-stanford
    Use when targeting IEEE Transactions on Industrial Electronics (TIE) or deciding whether an industrial-application electronics, drives, or control manuscript fits this venue. Encodes the journal's fit, the experimentally-validated industrial-application bar, hardware-evidence rigor, house style, official-submission re-check, and desk-reject heuristics.
    1k repo stars
  97. ▌
    Annual Review Of Astronomy And Astrophysics · brycewang-stanford
    Use when targeting Annual Review of Astronomy and Astrophysics (ARA&A) or deciding whether a review proposal fits this invited, comprehensive, very-high-impact venue. Encodes the journal's fit, framing, evidence bar, house style, official-submission re-check, and desk-reject heuristics.
    1k repo stars
  98. ▌
    Journal Of The European Economic Association · brycewang-stanford
    Use when targeting Journal of the European Economic Association (JEEA) or deciding whether a general-interest economics manuscript fits this venue. Encodes the journal's fit, framing, method-and-evidence bar, house style, official-submission re-check, and desk-reject heuristics.
    1k repo stars
  99. ▌
    Jeem Replication Package · brycewang-stanford
    Use when assembling the data and code deposit for a Journal of Environmental Economics and Management (JEEM) manuscript — meeting JEEM's data-availability/replication expectation, documenting monitoring/satellite/admin/restricted environmental data, and writing a README that reproduces every exhibit. Builds the package; it does not run the analysis or invent data.
    1k repo stars
  100. ▌
    Jfqa Literature Positioning · brycewang-stanford
    Use when positioning a Journal of Financial and Quantitative Analysis (JFQA) manuscript against the finance frontier — corporate finance, investments, asset pricing, market microstructure, and financial institutions. Use to stake a precise contribution against the relevant literature without a standalone survey, so the paper reads as new to a quantitative-finance audience.
    1k repo stars