brycewang-stanford
- 5.3k skills
- 0 followers
- 1k repo stars
- 2 weeks ago last updated
- ▌ Aeri Referee Strategy · brycewang-stanfordUse when calibrating expectations for the fast, decisive American Economic Review: Insights (AER: Insights) review process — conditional-accept-or-reject decisions, the single-round model, and pre-empting the objections a short paper cannot afford. Explains the process and stress-tests the paper; it does not write the response letter (see aeri-rebuttal).
- ▌ Govern Data Analysis · brycewang-stanfordUse when executing and reporting the analysis for a Governance: An International Journal of Policy, Administration, and Institutions manuscript — cross-national inference, clustering and uncertainty, robustness, multi-method triangulation, measurement validity for governance indices, small-N comparative samples, and sensitivity to unobserved confounders. Guides analysis norms; it does not fabricate results.
- ▌ Rss Supplementary · brycewang-stanfordUse when assembling RSS (Robotics: Science and Systems) supplementary material under the separate one-week-later deadline — deciding what leaves the self-contained main PDF, cutting robot video that functions as evidence rather than promotion, anonymizing footage and archives, and packaging appendices and trial logs.
- ▌ Cie Robustness · brycewang-stanfordUse when building or auditing the robustness section of a 《中国工业经济》 (China Industrial Economics) manuscript — the journal's signature "arms race." Drives an exhaustive checklist: alternative measures, dropping competing policies, PSM-DID, changing windows/samples, placebo, winsorizing, and explicitly ruling out alternative explanations. Doing this thoroughly is the norm, not the exception.
- ▌ Jue Submission · brycewang-stanford bundleUse when running the final pre-submission preflight for a Journal of Urban Economics (JUE) manuscript via Elsevier Editorial Manager — submission fee, single-anonymized review, format, the JUE: Insights short-paper track, and the cover-letter confidential-data exemption. Final checks; it does not draft content.
- ▌ Osdi Author Response · brycewang-stanfordUse when handling author-side dialogue in an OSDI cycle — which in 2026 means no rebuttal at all: pre-empting objections inside the submission, then treating the conditional-accept shepherd exchange as the real author response, with a protocol for mandated revisions and for cycles that reinstate a response phase.
- ▌ Hpca Experiments · brycewang-stanfordUse when auditing an HPCA evaluation: declaring the fidelity contract (simulator, configuration, workloads, sampled regions, validation), matching each claim to its instrument, capturing real-silicon machine state, tuning baselines honestly, and reporting per-workload distributions rather than a single mean.
- ▌ Hpca Review Process · brycewang-stanfordUse when reasoning about the HPCA review pipeline: the double-blind process, what a single combined rebuttal/revision window means, champion dynamics at the program-committee meeting, how to read each outcome, and how confidentiality and the preprint policy shape expectations.
- ▌ Aeja Rebuttal · brycewang-stanfordUse when an American Economic Journal: Applied Economics (AEJ: Applied) decision letter arrives (R&R or conditional accept) and a response-to-referees letter plus a revision plan must be drafted. Plans and structures the response; it does not run the new analysis (aeja-identification / aeja-robustness) or the submission preflight.
- ▌ Aeja Workflow · brycewang-stanfordUse when deciding which aeja-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for an American Economic Journal: Applied Economics (AEJ: Applied) submission. Routes — it does not replace — the specialized skills.
- ▌ Aeri Topic Selection · brycewang-stanfordUse when deciding whether a project is the ONE crisp, important, well-identified insight that an American Economic Review: Insights (AER: Insights) short-format manuscript requires, rather than a multi-result paper for AER or a field paper for the AEJ family. Tests single-insight fit; it does not run the analysis.
- ▌ Etp Topic Selection · brycewang-stanfordUse when deciding whether a question is entrepreneurship-central enough for an Entrepreneurship Theory and Practice (ETP) manuscript, and whether ETP (vs.
- ▌ Aeja Robustness · brycewang-stanfordUse when an American Economic Journal: Applied Economics (AEJ: Applied) manuscript's headline estimate must be shown to survive specification, sample, and inference choices before submission or in an R&R. Builds the robustness suite a sophisticated referee expects; it does not establish the primary identification (aeja-identification) or format the exhibits (aeja-tables-figures).
- ▌ Etp Tables Figures · brycewang-stanfordUse when building the exhibits for an Entrepreneurship Theory and Practice (ETP) manuscript — results tables, the theoretical/mechanism model figure, and (for qualitative work) the Gioia data structure, in APA style.
- ▌ Aeja Identification · brycewang-stanfordUse when the causal identification argument is the bottleneck for an American Economic Journal: Applied Economics (AEJ: Applied) manuscript — RCT, difference-in-differences/event study, regression discontinuity, IV, or shift-share. Stress-tests the data-to-causal-estimate mapping to the AEJ: Applied credibility bar before exhibits are finalized; it does not write the prose or build the package.
- ▌ Aeri Identification · brycewang-stanfordUse when the identification argument is the bottleneck for an American Economic Review: Insights (AER: Insights) short-format manuscript — causal identification in an empirical design, parameter identification in a structural model, or treatment-effect identification in an experiment. Stress-tests the strategy so it is clean enough to defend in a few pages, before exhibits are finalized.
- ▌ Etp Submission · brycewang-stanford bundleUse when running the final pre-submission preflight for Entrepreneurship Theory and Practice (ETP) via ScholarOne Manuscripts — page/format limits, the double-anonymization scrub, APA references, article type, and required statements.
- ▌ Aer Insights · brycewang-stanfordUse when targeting AER: Insights or deciding whether a short-format 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.
- ▌ Seismology Data Guide · brycewang-stanfordEarthquake data analysis, seismogram processing, and seismic research
- ▌ Linear Algebra Applications · brycewang-stanfordApply linear algebra concepts to research computing and data analysis
- ▌ Madd Drug Discovery Guide · brycewang-stanfordMulti-agent system for automated drug discovery pipelines
- ▌
- ▌ Ror Organization API · brycewang-stanfordIdentify and link research organizations via the ROR registry API
- ▌ Deep Literature Search · brycewang-stanfordMulti-source exhaustive literature search across academic databases
- ▌ Aim Experiment Guide · brycewang-stanfordTrack and compare research experiments with Aim experiment tracker
- ▌ Kedro Pipeline Guide · brycewang-stanfordBuild reproducible data science pipelines with Kedro for research projects
- ▌ Paper To Agent Guide · brycewang-stanfordTransform research papers into interactive AI agents for exploration
- ▌
- ▌ Research Town Guide · brycewang-stanfordSimulate human research communities with multi-agent AI collaboration
- ▌ Latte Review Guide · brycewang-stanfordAutomate systematic literature reviews with LatteReview AI agents
- ▌
- ▌ Web Scraping Ethics Guide · brycewang-stanfordScrape web data ethically and legally for research purposes
- ▌ Bibtex Management Guide · brycewang-stanfordClean, format, deduplicate, and manage BibTeX bibliography files for LaTeX
- ▌ Obsidian Citation Guide · brycewang-stanfordCitation plugin for Obsidian note-taking with BibTeX support
- ▌ Onecite Reference Guide · brycewang-stanfordAI toolkit to parse, complete, and format academic references
- ▌ Latex Templates Collection · brycewang-stanfordCollection of LaTeX templates for papers, presentations, and CVs
- ▌ Conciseness Editing Guide · brycewang-stanfordEliminate wordiness and redundancy in academic prose for clarity
- ▌ Elegant Paper Template · brycewang-stanfordBeautiful LaTeX template for working papers and technical reports
- ▌ Scientific Article PDF · brycewang-stanfordGenerate publication-ready scientific article PDFs from templates
- ▌ Econ Visualization · brycewang-stanford bundleCreate publication-quality charts and graphs for economics papers.
- ▌ Education Data Explorer · brycewang-stanford bundleDiscovers education data from Urban Institute Portal: endpoints, variables, year coverage, join keys (CCD, IPEDS, CRDC, Scorecard, SAIPE). Use to map questions to data. Load before education-data-query — discovery here, download there.
- ▌ Metabase Analytics Guide · brycewang-stanfordGuide to Metabase for open-source research data analytics and dashboards
- ▌ Plotly Interactive Guide · brycewang-stanfordGuide to Plotly.py for interactive scientific visualizations in Python
- ▌ Econml Causal Guide · brycewang-stanfordApply EconML for causal inference combining machine learning and econometrics
- ▌ Iv Regression Guide · brycewang-stanfordApply instrumental variables, 2SLS, and address endogeneity issues
- ▌ Stata Analyst Guide · brycewang-stanfordStata workflows for publication-ready sociology and social science research
- ▌ Ml Experiment Tracker · brycewang-stanfordPlan reproducible ML experiment runs with parameters and metrics tracking
- ▌ Data Cleaning Pipeline · brycewang-stanfordSystematic data cleaning workflows for research datasets
- ▌ Survey Data Processing · brycewang-stanfordClean, recode, and prepare survey response data for analysis
- ▌ Graph Learning Papers Guide · brycewang-stanfordConference papers on graph neural networks and graph learning
- ▌ Huggingface Inference Guide · brycewang-stanfordRun NLP and CV model inference via Hugging Face free-tier API
- ▌ Prompt Engineering Research · brycewang-stanfordSystematic prompt engineering methods for AI-assisted academic research workf...
- ▌ Assessment Design Guide · brycewang-stanfordPsychometrics and educational assessment design for researchers
- ▌ Curriculum Design Guide · brycewang-stanfordSystematic approaches to curriculum design using backward design and alignment
- ▌ Climate Modeling Guide · brycewang-stanfordClimate simulation, modeling tools, and climate data analysis methods
- ▌ History Research Guide · brycewang-stanfordHistorical research from primary sources to scholarly analysis
- ▌ Citation Alert Guide · brycewang-stanfordSet up citation alerts and track new papers citing key references
- ▌ Papers We Love Guide · brycewang-stanfordCommunity-curated directory of influential CS research papers
- ▌ Semantic Paper Radar · brycewang-stanfordSemantic literature discovery and synthesis using embeddings
- ▌ Pmc Ftp Bulk Download · brycewang-stanfordBulk download PMC Open Access articles via FTP for large-scale mining
- ▌ Journal Metrics Guide · brycewang-stanfordUnderstand journal impact factors, h5-index, CiteScore, and SJR
- ▌
- ▌ Citation Chaining Guide · brycewang-stanfordForward and backward citation chaining techniques for literature search
- ▌ AI Scientist V2 Guide · brycewang-stanfordAutomated scientific discovery via agentic tree search by Sakana AI
- ▌ Slr Automation Guide · brycewang-stanfordTools and pipelines for automating systematic literature reviews
- ▌ Citation Assistant Skill · brycewang-stanfordClaude Code skill for citation workflow via OpenAlex and CrossRef
- ▌ Zotfile Attachment Guide · brycewang-stanfordGuide to ZotFile for Zotero attachment management, renaming, and syncing
- ▌ Methods Section Guide · brycewang-stanfordGuide to writing clear and reproducible methodology sections
- ▌ Research Paper Writer · brycewang-stanfordGuide for writing formal academic papers following IEEE and ACM standards
- ▌ Response To Reviewers · brycewang-stanfordWrite effective point-by-point responses to peer reviewer comments for revisions
- ▌ Academic Translation Guide · brycewang-stanfordAcademic translation, post-editing, and Chinglish correction guide
- ▌ Plagiarism Detection Guide · brycewang-stanfordUse plagiarism detection tools and ensure manuscript originality
- ▌ Arxiv Preprint Template · brycewang-stanfordLaTeX template for arXiv preprints in NIPS/NeurIPS style format
- ▌ Beamer Presentation · brycewang-stanford bundleCreate academic presentations in Beamer with professional themes
- ▌ Stata Python Translation · brycewang-stanford bundleStata-to-Python translation for data analysis. Maps Stata commands (reghdfe, xtreg, ivregress, margins, esttab, svy:) to Python (polars, pyfixest, statsmodels, svy). Use when user has Stata background or requests Stata-equivalent code comments.
- ▌ Bokeh Visualization Guide · brycewang-stanfordGuide to Bokeh for interactive browser-based research visualizations
- ▌ Color Accessibility Guide · brycewang-stanfordColorblind-friendly palettes and accessible visualization design
- ▌ Publication Figures Guide · brycewang-stanfordCreate journal-quality scientific figures with proper styling and accessibility
- ▌ Data Anomaly Detection · brycewang-stanfordDetect anomalies and outliers in research data using statistical methods
- ▌ Reinforcement Learning Guide · brycewang-stanfordReinforcement learning fundamentals, algorithms, and research
- ▌ Clinical Research Guide · brycewang-stanfordDesign clinical studies and report using CONSORT, STROBE guidelines
- ▌ Genomics Analysis Guide · brycewang-stanfordWorkflows for RNA-seq, GWAS, and variant calling in genomic research
- ▌ Genotex Benchmark Guide · brycewang-stanfordBenchmark for LLM agents on gene expression data analysis
- ▌ Med Researcher R1 Guide · brycewang-stanfordMedical deep research agent with reasoning chain analysis
- ▌ Architecture Design Guide · brycewang-stanfordDesign principles of form, function, sustainability in architecture
- ▌ Operations Research Guide · brycewang-stanfordOptimization and operations research methods for business and logistics
- ▌ Molecular Dynamics Guide · brycewang-stanfordMolecular dynamics simulation setup, execution, and trajectory analysis
- ▌ Gaussian Splatting Papers Guide · brycewang-stanfordCurated papers and resources for 3D Gaussian Splatting
- ▌ Conservation Biology Guide · brycewang-stanfordApply conservation biology methods, databases, and assessment tools
- ▌ Species Distribution Guide · brycewang-stanfordSpecies distribution modeling with MaxEnt, SDM methods, and GBIF data
- ▌ Pricing Psychology Guide · brycewang-stanfordBehavioral economics in pricing strategies and consumer decisions
- ▌ Quantitative Finance Guide · brycewang-stanfordQuantitative methods for financial modeling, derivatives pricing, and risk an...
- ▌ Political History Guide · brycewang-stanfordChinese and European political struggle history and comparative analysis
- ▌ Clinical Pharmacology Guide · brycewang-stanfordClinical pharmacology principles for dosing, drug interactions, and patient s...
- ▌ Clinical Trial Design Guide · brycewang-stanfordClinical trial methodology, biostatistics, and study design guidance
- ▌ Ipums Microdata API · brycewang-stanfordAccess harmonized census and survey microdata via the IPUMS API
- ▌
- ▌
- ▌ Citation Network Guide · brycewang-stanfordAnalyze citation networks, impact metrics, and bibliometric patterns
- ▌ Datagen Research Guide · brycewang-stanfordAI-driven multi-agent research assistant for end-to-end studies