brycewang-stanford
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- ▌ Auto Review Loop 3 · brycewang-stanfordAutonomous multi-round research review loop. Repeatedly reviews using Gemini via gemini-review MCP, implements fixes, and re-reviews until positive assessment or max rounds reached. Use when user says "auto review loop", "review until it passes", or wants autonomous iterative improvement.
- ▌ Auto Paper Improvement Loop 2 · brycewang-stanfordAutonomously improve a generated paper via Gemini review through gemini-review MCP → implement fixes → recompile, for 2 rounds. Use when user says "改论文", "improve paper", "论文润色循环", "auto improve", or wants to iteratively polish a generated paper.
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- ▌ Replicate · brycewang-stanfordBuild and verify replication packages — routes to reproducibility-auditor agent
- ▌ Auto Review Loop LLM 2 · brycewang-stanfordAutonomous research review loop using any OpenAI-compatible LLM API. Configure via llm-chat MCP server or environment variables. Trigger with "auto review loop llm" or "llm review".
- ▌ Policy Brief Writing · brycewang-stanford bundleCreate concise policy briefs that translate research into actionable recommendations for policymakers and stakeholders.
- ▌ Research Paper Writing · brycewang-stanford bundlePlan, draft and refine research papers with reproducible analysis and publication-ready manuscripts.
- ▌ Many Ppt Skills 2 · brycewang-stanfordPick an AI slide-deck skill and a concrete visual style from a curated registry, filtering on the requirements that decide it — editable in PowerPoint, speaker notes, a mandated corporate template, offline, PDF — with sample imagery and the style ids each project actually uses. Use when the user wants to make a presentation, deck or slides and has not already chosen a tool; asks which slide skill to use or what the difference between them is; wants to know what a style looks like before committing; or names a style id such as soft-editorial or swiss-grid. This skill routes to the skill that makes the deck — it does not make decks itself.
- ▌ Paper Workflow · brycewang-stanford bundle经管 / 社科实证论文全流程 meta-orchestrator：把选题、设计、数据、估计、方法闸门、 表图、写作、去 AI 味、质量门、修订、投稿与复盘编排成 Stage 0–9 可断点续跑流水线。 本 skill 不重复实现子能力，而是按阶段调用既有 skill 或并行 subagent，并在 Stage 3–4 路由 Python/StatsPAI、Stata、R 三种分析后端，Stage 9 交付**一份含正文+表+图+参考文献的 Word 全文定稿**（`09_submission/main.docx`，另可出 `.tex`）。触发：/paper-workflow、 帮我写一篇实证论文、从选题到投稿、端到端 empirical paper、从数据到 docx 论文全文、 出一份 Word 版全文、已有 proposal/数据/初稿要推进到投稿，或明确要求用 Stata / R/fixest / Python-StatsPAI 完整复现。 Parent-invoked with any trigger above: jump straight to Stage 0 Setup without re-asking.
- ▌ Stata Code · brycewang-stanford bundleUse this skill whenever the user asks to run Stata code, debug a `.do` file, work with a Stata-backed Jupyter notebook, repair a Stata error, interpret `r()` / `e()` results, or write/plan a Stata analysis — and the `stata-code` MCP server is available (or, when it is not, to generate self-contained do-files). The skill teaches Claude the v1.0 RunResult schema, the 21 MCP tools, token-economy defaults, the typed-error repair loop, and a routing table into an on-demand Stata reference library (syntax, data management, econometrics, causal inference, panel/time series, graphics, tables, error codes, defensive coding, and key packages).
- ▌ Many Ppt Skills · brycewang-stanford bundlePick an AI slide-deck skill and a concrete visual style from a curated registry, filtering on the requirements that decide it — editable in PowerPoint, speaker notes, a mandated corporate template, offline, PDF — with sample imagery and the style ids each project actually uses. Use when the user wants to make a presentation, deck or slides and has not already chosen a tool; asks which slide skill to use or what the difference between them is; wants to know what a style looks like before committing; or names a style id such as soft-editorial or swiss-grid. This skill routes to the skill that makes the deck — it does not make decks itself.
- ▌ Stata 2 · brycewang-stanford bundleComprehensive Stata reference for writing correct .do files, data management, econometrics, causal inference, graphics, Mata programming, and 20 community packages (reghdfe, estout, did, rdrobust, etc.). Covers syntax, options, gotchas, and idiomatic patterns. Use this skill whenever the user asks you to write, debug, or explain Stata code.
- ▌ Novelty Check 2 · brycewang-stanfordVerify research idea novelty against recent literature. Use when user says "查新", "novelty check", "有没有人做过", "check novelty", or wants to verify a research idea is novel before implementing.
- ▌ Formula Derivation 2 · brycewang-stanfordStructures and derives research formulas when the user wants to 推导公式, build a theory line, organize assumptions, turn scattered equations into a coherent derivation, or rewrite theory notes into a paper-ready formula document. Use when the derivation target is not yet fully fixed, the main object still needs to be chosen, or the user needs a coherent derivation package rather than a finished theorem proof.
- ▌ Paper Writing 2 · brycewang-stanford bundleUse when drafting, rewriting, reviewing, or auditing prose for any section of an empirical academic paper (Abstract, Introduction, Methods, Data, Results, Discussion, Conclusion) or specialized output (job market paper, grant proposal, policy brief, referee response).
- ▌ Rebuttal 2 · brycewang-stanfordWorkflow 4: Submission rebuttal pipeline. Parses external reviews, enforces coverage and grounding, drafts a safe text-only rebuttal under venue limits, and manages follow-up rounds.
- ▌ Analyze 2 · brycewang-stanfordEnd-to-end data analysis dispatching Coder and Data-engineer for implementation, coder-critic for review. Supports R, Stata, Python, Julia. Replaces /data-analysis.
- ▌ Obsidian Bases · brycewang-stanford bundleCreate and edit Obsidian Bases (.base files) with views, filters, formulas, and summaries. Use when working with .base files, creating database-like views of notes, or when the user mentions Bases, table views, card views, filters, or formulas in Obsidian.
- ▌ Run Experiment 2 · brycewang-stanfordDeploy and run ML experiments on local or remote GPU servers. Use when user says "run experiment", "deploy to server", "跑实验", or needs to launch training jobs.
- ▌ Submit 2 · brycewang-stanfordFinal submission verification gate for the sewage-house-prices paper. Runs full paper excellence review, replication audit, enforces score gates, and generates cover letter draft and submission checklist. This skill should be used when asked to "submit", "prepare for submission", or "submission checklist".
- ▌ Mermaid Diagram 2 · brycewang-stanfordGenerate Mermaid diagrams from user requirements. Save .mmd and .md files to figures/ with syntax verification. Supports flowcharts, sequence diagrams, class diagrams, ER diagrams, Gantt charts, and many more diagram types.
- ▌ Uv Package Manager · brycewang-stanfordMaster the uv package manager for fast Python dependency management, virtual environments, and modern Python project workflows. Use when setting up Python projects, managing dependencies, or optimizing Python development workflows with uv.
- ▌ Literature Review 2 · brycewang-stanford bundleConduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.). This skill should be used when conducting systematic literature reviews, meta-analyses, research synthesis, or comprehensive literature searches across biomedical, scientific, and technical domains. Creates professionally formatted markdown documents and PDFs with verified citations in multiple citation styles (APA, Nature, Vancouver, etc.).
- ▌ Literature Review 3 · brycewang-stanfordConduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.). This skill should be used when conducting systematic literature reviews, meta-analyses, research synthesis, or comprehensive literature searches across biomedical, scientific, and technical domains. Creates professionally formatted markdown documents and PDFs with verified citations in multiple citation styles (APA, Nature, Vancouver, etc.).
- ▌ Literature Review 4 · brycewang-stanfordBuild or audit a literature review: evidence map, gaps, synthesis plan.
- ▌ Review R 2 · brycewang-stanfordRun 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 analysis script", "code review", "review-r", or when the user has an existing .R file and wants quality feedback rather than new code.
- ▌ Proofread 2 · brycewang-stanfordProofread the sewage-house-prices manuscript. Checks 6 categories — structure, claims-evidence alignment, identification fidelity, writing quality, grammar, and compilation. Produces a scored report without editing files. This skill should be used when asked to "proofread", "review the paper", "check the manuscript", or "quality check".
- ▌ Monitor Experiment 2 · brycewang-stanfordMonitor running experiments, check progress, collect results. Use when user says "check results", "is it done", "monitor", or wants experiment output.
- ▌ Citation Management 2 · brycewang-stanfordComprehensive citation management for academic research. Search Google Scholar and PubMed for papers, extract accurate metadata, validate citations, and generate properly formatted BibTeX entries. This skill should be used when you need to find papers, verify citation information, convert DOIs to BibTeX, or ensure reference accuracy in scientific writing.
- ▌ Proofread 3 · brycewang-stanfordRun 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", "proofread before I send this", or when the user wants a clean-up pass rather than feedback on arguments or methods.
- ▌ Lit Review 2 · brycewang-stanfordStructured literature search and synthesis for the sewage-house-prices project. Searches top-5 journals, field journals (JEEM, JUE, JREFE, EE), NBER/SSRN, and citation chains. Produces annotated bibliography with proximity scores, gap identification, and BibTeX entries. This skill should be used when asked to "review the literature", "find papers on X", or "lit review".
- ▌ Lit Review 3 · brycewang-stanfordStructured 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 cite", "who has written about this", "survey the literature", "find prior work on", or any request to locate and summarize academic publications on a topic.
- ▌ Code Review Excellence · brycewang-stanford bundleThis skill should be used when the user asks to review a diff or pull request, write review comments, audit code quality, establish review standards, or improve how a team performs code review.
- ▌ New Project 2 · brycewang-stanfordStart 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 identification strategy should I use", "write up my project idea", or when the user describes a topic they want to turn into a paper.
- ▌ Review Paper 2 · brycewang-stanfordSimulated peer review of the sewage-house-prices manuscript. Dispatches 2 independent referee reviews (parallel) and an editorial decision (sequential). Produces referee reports and accept/revise/reject recommendation. This skill should be used when asked to "review the paper", "get feedback", "simulate peer review", or "what would referees say".
- ▌ Commit 2 · brycewang-stanfordStage, commit, create PR, and merge to main. Use for the standard commit-PR-merge cycle.
- ▌ Review Paper 3 · brycewang-stanfordComprehensive 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 manuscript", "critique my paper", "will this pass review", or any request for deep critique of academic writing beyond typos and grammar.
- ▌ Validate Bib 2 · brycewang-stanfordValidate 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", or after adding new references from a lit review or before submission.
- ▌ Referee Response 2 · brycewang-stanfordDrafts a point-by-point response letter to referee comments with suggested edits. Use after a revise-and-resubmit.
- ▌ Data Analysis 2 · brycewang-stanfordEnd-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 model", "produce a table", "make a figure", "explore my data", or any request involving a dataset path or empirical estimation.
- ▌ Review R 3 · brycewang-stanfordRun the R code review protocol on R scripts. Checks code quality, reproducibility, domain correctness, and professional standards. Produces a report without editing files.
- ▌ Causal Inference 2 · brycewang-stanford bundleProduction-grade Bayesian causal inference with PyMC, CausalPy, and DoWhy. Enforces DAG-first thinking, mandatory user checkpoints for assumptions, design-specific refutation, and defensible reporting with causal language guardrails. Trigger on: causal inference, causal effect estimation, treatment effects, counterfactuals, difference-in-differences (DiD), synthetic control, regression discontinuity (RDD), interrupted time series (ITS), instrumental variables (IV), propensity scores, DAGs, causal graphs, confounders, backdoor criterion, do-calculus, interventional distributions, pm.do(), pm.observe(), CausalPy, DoWhy, mediation analysis, refutation, sensitivity analysis, parallel trends, placebo tests, or any question of the form "does X cause Y" or "what is the effect of X on Y."
- ▌ Proofread 4 · brycewang-stanfordRun the proofreading protocol on lecture files. Checks grammar, typos, overflow, consistency, and academic writing quality. Produces a report without editing files.
- ▌ Lit Review 4 · brycewang-stanfordStructured literature search and synthesis with citation extraction and gap identification
- ▌ Research Ideation 2 · brycewang-stanfordGenerate structured research questions, hypotheses, and empirical strategies from a topic or dataset within the sewage/environmental economics space. This skill should be used when asked to "brainstorm research questions", "what else can we do with this data", "research ideas", or "ideation".
- ▌ Stata 3 · brycewang-stanford bundleComprehensive Stata reference for writing correct .do files, data management, econometrics, causal inference, graphics, Mata programming, and 17+ community packages (reghdfe, estout, did, rdrobust, etc.). Covers syntax, options, gotchas, and idiomatic patterns. Use this skill whenever the user asks you to write, debug, or explain Stata code.
- ▌ Review Paper 4 · brycewang-stanfordComprehensive manuscript review covering argument structure, econometric specification, citation completeness, and potential referee objections
- ▌ Validate Bib 3 · brycewang-stanfordValidate bibliography entries against citations in all lecture files. Find missing entries and unused references.
- ▌ Commit 3 · brycewang-stanfordStage, commit, create PR, and merge to main. Use for the standard commit-PR-merge cycle.
- ▌ Compile Latex 2 · brycewang-stanfordCompile a Beamer LaTeX slide deck with XeLaTeX (3 passes + bibtex). Use when compiling lecture slides.
- ▌ Data Analysis 3 · brycewang-stanfordEnd-to-end R data analysis workflow from exploration through regression to publication-ready tables and figures
- ▌ Context Status 2 · brycewang-stanfordShow current context status and session health. Use to check how much context has been used, whether auto-compact is approaching, and what state will be preserved.
- ▌ Review R 4 · brycewang-stanfordRun the R code review protocol on R scripts. Checks code quality, reproducibility, domain correctness, and professional standards. Produces a report without editing files.
- ▌ Proofread 5 · brycewang-stanfordRun the proofreading protocol on manuscript files. Checks grammar, typos, overflow, consistency, and academic writing quality. Produces a report without editing files.
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- ▌ Slide Excellence 2 · brycewang-stanfordMulti-agent slide review (visual, pedagogy, proofreading). Use for comprehensive quality check before milestones.
- ▌ Lit Review 5 · brycewang-stanfordStructured literature search and synthesis with citation extraction and gap identification.
- ▌ Research Ideation 4 · brycewang-stanfordGenerate structured research questions, testable hypotheses, and empirical strategies from a topic or dataset
- ▌ Ml Paper Writing 3 · brycewang-stanfordWrite ML/AI research papers targeting NeurIPS, ICML, and ICLR venues
- ▌ Interview Me 2 · brycewang-stanfordInteractive interview to formalize a research idea into a structured specification with hypotheses and empirical strategy.
- ▌ Review Paper 5 · brycewang-stanfordComprehensive manuscript review covering argument structure, identification strategy, econometric specification, citation completeness, and potential referee objections.
- ▌ Validate Bib 4 · brycewang-stanfordValidate bibliography entries against citations in all manuscript files. Find missing entries and unused references.
- ▌ Compile Latex 3 · brycewang-stanfordCompile a LaTeX manuscript with pdflatex (3 passes + bibtex). Use when compiling the research paper.
- ▌ Data Analysis 4 · brycewang-stanfordEnd-to-end R data analysis workflow from exploration through regression to publication-ready tables and figures.
- ▌ Stata Data Cleaning 2 · brycewang-stanfordClean, transform, and validate messy research data using Stata
- ▌ Robustness Checks 2 · brycewang-stanfordSequential robustness checks in Stata with confounder blocks
- ▌ Devils Advocate 2 · brycewang-stanfordChallenge research design decisions, assumptions, and methodology choices with specific critical questions. Helps strengthen the paper before submission.
- ▌ Nber Working Papers API 2 · brycewang-stanfordAccess NBER working papers and economic research datasets
- ▌ Stata Accounting Research 2 · brycewang-stanfordSTATA code patterns for empirical accounting and finance research
- ▌ Research Ideation 5 · brycewang-stanfordGenerate structured research questions, testable hypotheses, and empirical strategies from a topic or dataset.
- ▌ Causal Inference R · brycewang-stanfordRun IV, DiD, and RDD analyses in R with proper diagnostics. Use when implementing causal inference methods, event studies, or treatment effect estimation.
- ▌ Brain 2 · brycewang-stanfordUse when targeting Brain or deciding whether a clinical-neurology or translational-neuroscience study fits this venue. Encodes the journal's fit, the mechanistic-depth-with-clinical-relevance evidence bar, reporting-guideline and registration requirements, Guarantors of Brain/OUP house style, official-submission re-check, and desk-reject heuristics. Venue-fit aid only, not clinical advice.
- ▌ Journal Of Geophysical Research Atmospheres · brycewang-stanfordUse when targeting Journal of Geophysical Research: Atmospheres (JGR-Atmospheres) or deciding whether a full-length atmospheric-science manuscript fits this AGU venue. Encodes the journal's fit, framing, method-and-evidence bar, house style, official-submission re-check, and desk-reject heuristics.
- ▌ Journal Of Beijing Sport University · brycewang-stanfordUse when targeting 《北京体育大学学报》(Journal of Beijing Sport University) — a CSSCI comprehensive sport-science journal hosted by Beijing Sport University, China's flagship sport academy. Accepts the full breadth of sport science: exercise physiology/biomechanics/sports medicine, sports training & competitive sport, sport humanities & social science, and school PE. Best for substantial, well-evidenced studies across any sub-field; route narrowly applied/competitive pieces to 《中国体育科技》 and theory-defining work to 《体育科学》.
- ▌ Ca A Cancer Journal For Clinicians · brycewang-stanfordUse when targeting CA: A Cancer Journal for Clinicians (CA Cancer J Clin) or deciding whether an oncology manuscript fits this venue. Encodes the journal's fit, framing, method-and-evidence bar, house style, official-submission re-check, and desk-reject heuristics.
- ▌ Light Science And Applications · brycewang-stanfordUse when targeting Light: Science & Applications or deciding whether a photonics manuscript fits this venue. Encodes the journal's fit, the Nature-Portfolio significance bar, optical-measurement rigor, open-access house style, the Light-vs-Optica-vs-review routing, official-submission re-check, and desk-reject heuristics.
- ▌ Accounts Of Chemical Research · brycewang-stanfordUse when targeting Accounts of Chemical Research (Acc Chem Res) or deciding whether a chemistry account manuscript fits this ACS venue. Encodes the journal's fit, framing, method-and-evidence bar, house style, official-submission re-check, and desk-reject heuristics. NOTE: Accounts of Chemical Research is a largely INVITED venue publishing concise author accounts of one group's own research program, not comprehensive reviews of a field or primary research papers.
- ▌ Aejmac Literature Positioning · brycewang-stanfordUse when the contribution of an American Economic Journal: Macroeconomics (AEJ: Macro) manuscript relative to the macro frontier is fuzzy, contested, or undersold. Frames the marginal contribution against quantitative-theory and identified-empirical literatures; it does not fix the identification or the model itself.
- ▌ Aejmic Literature Positioning · brycewang-stanfordUse when the contribution of an American Economic Journal: Microeconomics (AEJ: Micro) manuscript is fuzzy or oversold relative to the closest existing results. Stakes the theorem-relative delta against the nearest theory; it does not build the model (see aejmic-theory-model) or frame the prose (see aejmic-writing-style).
- ▌ Aejpol Literature Positioning · brycewang-stanfordUse when placing the contribution against the policy-evaluation literature and sharpening it as a policy answer for an AEJ: Economic Policy manuscript. Stakes the contribution and the policy-relevant "so what"; it does not write the full introduction or design the identification.
- ▌ Govern Literature Positioning · brycewang-stanfordUse when situating a Governance: An International Journal of Policy, Administration, and Institutions manuscript in the comparative governance / public-policy / public-administration / institutions literatures and distinguishing it from sibling-journal audiences. Positions the contribution; it does not build the theory.
- ▌ Robotics Science And Systems · brycewang-stanfordUse when targeting Robotics: Science and Systems (RSS) 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 flagship.
- ▌ Poq Transparency And Data Policy · brycewang-stanfordUse when preparing the transparency materials for a Public Opinion Quarterly (POQ) manuscript — the AAPOR-standard "Appendix A: Disclosure Elements", the replication package deposited to POQ's Harvard Dataverse, and the Data Availability Statement. POQ requires materials that reproduce exactly all published tables and figures, archived before typesetting. Prepares the materials; it does not waive requirements.
- ▌ Etp Review Process · brycewang-stanfordUse when calibrating expectations for the Entrepreneurship Theory and Practice (ETP) review cycle — desk-reject odds, the developmental double-anonymized review, R&R norms, and revision choreography.
- ▌ Etp Data Analysis · brycewang-stanfordUse when executing or defending the analysis for an Entrepreneurship Theory and Practice (ETP) manuscript — estimation, event-history, SEM, endogeneity, and qualitative coding rigor, with the new-venture inference problems front of mind.
- ▌ Etp Methods · brycewang-stanfordUse when designing or defending the research design for an Entrepreneurship Theory and Practice (ETP) manuscript — matching a method to an entrepreneurial question and handling the selection, survivorship, and process-observation problems unique to new ventures.
- ▌ Lang Workflow · brycewang-stanfordUse when starting or navigating any manuscript aimed at Language (Linguistic Society of America) and unsure which skill applies — it reads your stage and piece type (General Research Article, Research Report, Review Article, Discussion Note, or an online-only section: Perspectives, Phonological Analysis, Language and Public Policy, Teaching Linguistics) and routes you to the matching sub-skill. It dispatches; it does not draft analysis.
- ▌ Rss Related Work · brycewang-stanfordUse when positioning an RSS (Robotics: Science and Systems) submission within the literature — covering the robotics-conference lanes (RSS/ICRA/IROS/CoRL) plus journals and ML venues, handling fast-moving arXiv concurrency in robot learning, keeping self-references double-blind, and turning related work into claim-sharpening contrasts.
- ▌ Aejpol Submission · brycewang-stanford bundleUse when running the final pre-submission preflight for AEJ: Economic Policy via the AEA online submission system — single-blind review front matter, JEL codes, submission and publication fees, format, the Data and Code Availability Statement, and disclosure. Final checks; it does not draft content.
- ▌ Ecai Camera Ready · brycewang-stanfordUse when preparing the ECAI camera-ready — de-anonymizing, fitting the final version into the page budget, and meeting the publisher's production requirements, which differ by regime: IOS Press FAIA (ecai.cls, open-access book volume, copyright/consent-to-publish forms) for a standalone ECAI, versus IJCAI's own open-access proceedings (ijcai.sty) for the joint IJCAI-ECAI 2026.
- ▌ Aejpol Rebuttal · brycewang-stanfordUse when an AEJ: Economic Policy decision letter (R&R or reject-and-resubmit) has arrived and a response-letter strategy and revision plan are needed. Structures the response to referees and editor with policy-relevance front and center; it does not run new estimation or redesign identification from scratch.
- ▌ Aejpol Workflow · brycewang-stanfordUse when deciding which aejpol-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for an AEJ: Economic Policy manuscript. Routes — it does not replace — the specialized skills.
- ▌ Aeri Robustness · brycewang-stanfordUse when deciding which robustness checks belong in the few in-text words of an American Economic Review: Insights (AER: Insights) short-format manuscript versus the online Supplemental Appendix. Triages checks against the length cap; it does not design the identification (see aeri-identification).
- ▌ Aeri Submission · brycewang-stanford bundleUse when running the final pre-submission preflight for American Economic Review: Insights (AER: Insights) via the AEA/ScholarOne submission system — the word-count and exhibit-count gates, abstract limit, fees, author metadata, declarations, and the AEA Data and Code Availability Policy. Final checks; it does not draft content.
- ▌ Aeri Rebuttal · brycewang-stanfordUse when responding to an American Economic Review: Insights (AER: Insights) conditional-accept decision — addressing the editor's letter within the short window, usually without a second referee round. Drafts a concise, decisive response and revision plan; it does not redo the analysis (see aeri-robustness / aeri-identification).
- ▌ Aeri Workflow · brycewang-stanfordUse when deciding which aeri-* sub-skill to invoke next, or when sequencing work on a short-format manuscript from topic selection through the conditional-accept response for an American Economic Review: Insights (AER: Insights) submission. Routes — it does not replace — the specialized skills.
- ▌ Etp Rebuttal · brycewang-stanfordUse when drafting the response to an Entrepreneurship Theory and Practice (ETP) R&R — building a point-by-point response letter that honors the developmental, double-anonymized review and re-secures the theory-and-practice contribution.
- ▌ Etp Workflow · brycewang-stanfordUse when deciding which etp-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for an Entrepreneurship Theory and Practice (ETP) submission.
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