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brycewang-stanford

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• 5.3k skills
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• 1k repo stars
• 2 weeks ago last updated

1. ▌
   Academic Plotting · brycewang-stanford bundle

   Generates publication-quality figures for ML papers from research context. Given a paper section or description, extracts system components and relationships to generate architecture diagrams via Gemini. Given experiment results or data, auto-selects chart type and generates data-driven figures via matplotlib/seaborn. Use when creating any figure for a conference paper.
   1k repo stars
2. ▌
   Empirical Playbook · brycewang-stanford bundle

   This skill covers applied microeconomic empirical methods and research design. Use when the user is selecting an identification strategy, comparing estimators, running diagnostics, designing a research study, or evaluating an empirical strategy. Triggers on "which method", "what estimator", "how to choose", "method comparison", "empirical strategy", "research design", "applied micro", "identification strategy", "power analysis", "design-based", "model-based", "minimum detectable effect", "specification".
   1k repo stars
3. ▌
   Publication Output · brycewang-stanford bundle

   This skill covers publication-quality tables and figures for academic research papers. Use when formatting regression results, summary statistics, Monte Carlo output, or research visualizations for LaTeX inclusion. Triggers on "table", "figure", "tabulate", "stargazer", "publication-ready", "LaTeX table", "event study plot", "coefficient plot", "RD plot", "power curve", "specification curve", "binscatter", "format results", "booktabs".
   1k repo stars
4. ▌
   Workflows Compound · brycewang-stanford bundle

   Document a recently solved research problem to compound methodological knowledge
   1k repo stars
5. ▌
   Asymptotic Theory · brycewang-stanford bundle

   M-estimation, influence functions, and semiparametric efficiency theory for causal inference
   1k repo stars
6. ▌
   Literature Gap Finder · brycewang-stanford bundle

   Method×Setting matrices and systematic gap identification
   1k repo stars
7. ▌
   Draft Section · brycewang-stanford

   Drafts academic prose for a manuscript section from bullet points or an outline. Use when writing or expanding a section.
   1k repo stars
8. ▌
   Citation Verification · brycewang-stanford bundle

   This skill provides reference guidance for citation verification in academic writing. Use when the user asks about "citation verification best practices", "how to verify references", "preventing fake citations", or needs guidance on citation accuracy. This skill supports ml-paper-writing by providing detailed verification principles and common error patterns.
   1k repo stars
9. ▌
   Daily Paper Generator · brycewang-stanford bundle

   Use when the user asks to "generate daily paper", "search arXiv for EEG papers", "find EEG decoding papers", "review brain-computer interface papers", or wants to create paper summaries for EEG/brain decoding/speech decoding research. This skill automates searching arXiv for recent papers on EEG decoding, EEG speech decoding, or brain foundation models, reviewing paper quality, and generating structured Chinese/English summaries.
   1k repo stars
10. ▌
    Obsidian Research Log · brycewang-stanford

    Use this skill when the user is discussing daily research work, TODOs, plans, standups, meetings, milestones, or general project progress that should be reflected in Obsidian daily notes, plan notes, and hub updates.
    1k repo stars
11. ▌
    Research Companion · brycewang-stanford

    Strategic research companion — brainstorm, evaluate, and decide on research directions. TRIGGER when the user wants to brainstorm research, evaluate research ideas, do project triage, or explore a problem space. Orchestrates brainstormer, idea-critic, and research-strategist agents through a 6-phase pipeline: Seed → Diverge → Evaluate → Deepen → Frame → Decide. Includes Carlini's conclusion-first test.
    1k repo stars
12. ▌
    Typst Paper · brycewang-stanford bundle

    Typst academic paper assistant for existing `.typ` paper projects in English or Chinese. Use this skill whenever the user wants to compile, audit, or improve a Typst paper, including format checks, bibliography validation for BibTeX or Hayagriva, grammar/sentence/logic review, expression polishing, translation, title optimization, pseudocode review, algorithm block cleanup, de-AI editing, experiment-section review, table structure validation, three-line table generation, abstract structure diagnosis, or journal adaptation. Trigger even when the user only mentions one Typst file, one bibliography issue, one pseudocode block, one section rewrite, "three-line table", "check abstract", or "reformat for another journal". Also trigger when the user mentions ".typ files", "typst compile error", "typst export", "typst bibliography", `algorithm-figure`, `lovelace`, or `algorithmic` even without saying the word "Typst" explicitly.
    1k repo stars
13. ▌
    Hypothesis Building · brycewang-stanford bundle

    Build falsifiable causal hypotheses: DAGs, FPCI, equivalence testing.
    1k repo stars
14. ▌
    Replication Package · brycewang-stanford

    Scaffold or audit a social-science replication package at a target directory. Generates folder structure, README, master.R, figure/table crosswalk, codebook template, LICENSE placeholder, and pre-release checklist. Adapted from Yusaku Horiuchi's replication-package-guide with FAIR-principle integration; platform-neutral (Harvard Dataverse, OSF, Zenodo, GitHub releases, institutional archives).
    1k repo stars
15. ▌
    Text Classification · brycewang-stanford bundle

    LLM-based text classification: codebook, validation, agreement statistics.
    1k repo stars
16. ▌
    R Package Development · brycewang-stanford

    R package development guide covering dependencies, API design, testing, and documentation. Use when developing R packages.
    1k repo stars
17. ▌
    Replication Driven Research · brycewang-stanford

    Use when starting empirical analysis, creating a data pipeline, generating results, or when data or model specifications change. Enforces end-to-end reproducibility — every number in the paper must be regenerable from raw data by a script with a fixed seed. Replaces TDD for the research domain.
    1k repo stars
18. ▌
    Citation Fidelity · brycewang-stanford

    学术引用核查Skill。要求每条引用必须定位到PDF原页，区分直接引用/间接引用，找不到原文则标注"待核"。触发词：引用核查/检查引用/citation check/核实文献/引用 fidelity
    1k repo stars
19. ▌
    Searching Scientific Literature · brycewang-stanford

    PubMed search with keyword optimization, result parsing, and metadata extraction
    1k repo stars
20. ▌
    Traversing Citation Networks · brycewang-stanford

    Smart backward and forward citation following via Semantic Scholar, with relevance filtering and deduplication
    1k repo stars
21. ▌
    Autoresearch · brycewang-stanford bundle

    Orchestrates end-to-end autonomous AI research projects using a two-loop architecture. The inner loop runs rapid experiment iterations with clear optimization targets. The outer loop synthesizes results, identifies patterns, and steers research direction. Routes to domain-specific skills for execution, supports continuous agent operation via Claude Code /loop and OpenClaw heartbeat, and produces research presentations and papers. Use when starting a research project, running autonomous experiments, or managing a multi-hypothesis research effort.
    1k repo stars
22. ▌
    Bayesian Estimation · brycewang-stanford bundle

    This skill covers Bayesian estimation and inference in quantitative social science. Use when the user is specifying priors, running MCMC, diagnosing chain convergence, or reporting posterior summaries — including hierarchical models, Bayesian structural models, and small-sample settings where priors regularize. Triggers on "Bayesian estimation", "Bayesian inference", "MCMC", "Markov chain Monte Carlo", "Stan", "PyMC", "NumPyro", "prior", "posterior", "credible interval", "Bayesian structural", "Bayesian BLP", "Bayesian DSGE", "hierarchical model", "random effects Bayesian", "posterior predictive check", "Bayes factor", "prior predictive check", "NUTS", "HMC", "Hamiltonian Monte Carlo", "R-hat", "rhat", "effective sample size", "ESS", "Bayesian calibration", "posterior distribution", "prior elicitation", "weakly informative prior", "brms", "rstanarm", "cmdstanpy", "pymc", "arviz".
    1k repo stars
23. ▌
    Structural Modeling · brycewang-stanford bundle

    This skill covers structural econometric models. Use when the user is building, estimating, or debugging structural models — including BLP demand estimation, dynamic discrete choice, auction models, or any workflow involving moment conditions, nested fixed-point algorithms, or MPEC formulations. Triggers on "structural model", "moment conditions", "NFXP", "MPEC", "BLP", "random coefficients", "dynamic discrete choice", "CCP", "Rust model", "auction estimation", "GMM objective", "inner loop", "contraction mapping", or convergence/starting value problems in optimization-based estimation.
    1k repo stars
24. ▌
    Deep Audit · brycewang-stanford

    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 broken references", "check the whole repo", "something feels off", "run the audit loop", or after making broad changes across multiple files.
    1k repo stars
25. ▌
    Mediation Meta Analyst · brycewang-stanford

    Meta-analysis frameworks and methods for mediation studies
    1k repo stars
26. ▌
    Method Transfer Engine · brycewang-stanford bundle

    Six-phase protocol for adapting methods across research domains
    1k repo stars
27. ▌
    New Slide Deck · brycewang-stanford

    Creates a Quarto revealjs slide deck in slides/ with the project style guide. Use when a presentation is needed.
    1k repo stars
28. ▌
    Obsidian Synthesis Map · brycewang-stanford

    Use this skill when generating higher-level synthesis notes such as literature reviews, comparison matrices, project summaries, or other cross-note summaries inside the project knowledge base.
    1k repo stars
29. ▌
    Skill Quality Reviewer · brycewang-stanford bundle

    This skill should be used when the user asks to "analyze skill quality", "evaluate this skill", "review skill quality", "check my skill", or "generate quality report". Evaluates local skills across description quality, content organization, writing style, and structural integrity.
    1k repo stars
30. ▌
    Zotero Obsidian Bridge · brycewang-stanford bundle

    Use this skill when papers are collected in Zotero but the user wants detailed reading notes, project-linked literature synthesis, collection-wide paper-note coverage checks, and a connected knowledge map inside the bound Obsidian project knowledge base.
    1k repo stars
31. ▌
    Create Talk · brycewang-stanford

    Generate Beamer presentations for the sewage-house-prices project by dispatching the Storyteller agent (creator) and Discussant agent (critic). Supports 4 formats — job market, seminar, short, lightning. Derives all content from the paper.
    1k repo stars
32. ▌
    Idea Discovery Robot · brycewang-stanford

    Workflow 1 adaptation for robotics and embodied AI. Orchestrates robotics-aware literature survey, idea generation, novelty check, and critical review to go from a broad robotics direction to benchmark-grounded, simulation-first ideas. Use when user says \"robotics idea discovery\", \"机器人找idea\", \"embodied AI idea\", \"机器人方向探索\", \"sim2real 选题\", or wants ideas for manipulation, locomotion, navigation, drones, humanoids, or general robot learning.
    1k repo stars
33. ▌
    Conjoint Diagnostics · brycewang-stanford bundle

    Diagnose conjoint design integrity, estimation choices, and validity.
    1k repo stars
34. ▌
    Literature Survey Generator · brycewang-stanford bundle

    Generate a complete academic literature survey from scratch using multi-agent orchestration. Searches academic databases (OpenAlex, CrossRef, Unpaywall), downloads PDFs, builds BibTeX, drafts a LaTeX review, compiles it, reviews for quality, and revises based on feedback — all automated. Use this skill whenever the user asks to "generate a literature review", "write a survey paper", "review recent papers on [topic]", "create a survey of [field]", "综述", "文献综述", "survey papers in top journals", or wants a multi-agent pipeline to produce a publishable-quality literature review. Also trigger when the user wants to search multiple journals for papers on a topic and synthesize findings into a structured document. Works for any academic field but optimized for economics journals.
    1k repo stars
35. ▌
    Literature Review Tools · brycewang-stanford bundle

    Recommend AND run open-source AI tools, agents, Claude Code / Codex skills, and MCP servers for any stage of a literature review — searching, reading, extracting, synthesizing, screening, citation-checking, and paper writing. Use when the user asks "what tool should I use to..." OR "install/run/use <tool> to ..." for research/lit-review work: automating a survey or related-work section, PDF→Markdown extraction for LLMs (MinerU/marker/docling), PRISMA / systematic review (ASReview), citation-backed Q&A over PDFs (PaperQA2), wiring papers into Claude/Cursor via MCP (arxiv/paper-search/zotero servers), or chatting with a Zotero library. Ships a launcher (scripts/litrun.py) that installs each tool in an isolated venv and runs it. Curated catalog of 70+ vetted projects. 支持中英文（用于「文献综述工具选型」与「一键安装/运行」）。
    1k repo stars
36. ▌
    Hypothesis Generation · brycewang-stanford bundle

    Structured hypothesis formulation from observations. Use when you have experimental observations or data and need to formulate testable hypotheses with predictions, propose mechanisms, and design experiments to test them. Follows scientific method framework. For open-ended ideation use scientific-brainstorming; for automated LLM-driven hypothesis testing on datasets use hypogenic.
    1k repo stars
37. ▌
    Sdd · brycewang-stanford bundle

    Implements the Spec-Driven Development lifecycle (Intent, Requirements, Design, Tasks, Build) for structured feature development. Use when the user wants to scaffold a new feature spec, generate EARS requirements, create a technical design, break work into tasks, or check spec status. Trigger on keywords: sdd, spec-driven, ears requirements, feature spec.
    1k repo stars
38. ▌
    Workflows Brainstorm · brycewang-stanford bundle

    Explore methodological approaches through structured analysis before planning implementation
    1k repo stars
39. ▌
    Learn · brycewang-stanford

    Extract reusable knowledge from the current session into a persistent skill. Use when you discover something non-obvious, create a workaround, or develop a multi-step workflow that future sessions would benefit from.
    1k repo stars
40. ▌
    Data Finder · brycewang-stanford

    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 exist for", "help me find data", "is there data on this", "what are my data options", "I need data for this project", or any request to locate empirical data sources for a research question.
    1k repo stars
41. ▌
    Write Paper · brycewang-stanford

    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 up", "write the abstract", or any request to produce academic prose from existing research outputs.
    1k repo stars
42. ▌
    Marimo · brycewang-stanford bundle

    Reactive Python notebook system. Cell reactivity, UI elements (sliders, dropdowns, tables), SQL cells, plotting, app deployment. Use when assembling Stage 9 notebooks, building data apps, or converting Jupyter to marimo .py format.
    1k repo stars
43. ▌
    Polars · brycewang-stanford bundle

    Polars DataFrame library for high-performance data manipulation. Lazy/eager execution, expressions, I/O (CSV, Parquet, JSON), aggregations, joins, string/datetime ops, pandas interop. Use for Polars DataFrames or reading/writing Parquet files.
    1k repo stars
44. ▌
    Numerical Methods · brycewang-stanford bundle

    Numerical algorithms and computational techniques for statistics
    1k repo stars
45. ▌
    Figures Gallery · brycewang-stanford

    Generates an HTML gallery of all project figures with captions and source notebooks. Use when reviewing figures.
    1k repo stars
46. ▌
    Literature Note · brycewang-stanford

    Creates a structured annotation note in references/ with sections for research question, data, findings, and relevance. Use when documenting a paper.
    1k repo stars
47. ▌
    Submission Prep · brycewang-stanford

    Runs pre-submission checks (word count, anonymization, citations, placeholders, cross-refs) and generates a checklist. Use before journal submission.
    1k repo stars
48. ▌
    Obsidian Experiment Log · brycewang-stanford

    Use this skill when the user discusses experiment design, ablations, training runs, evaluation, baselines, metrics, failures, or result interpretation that should be logged into Obsidian experiment and result notes.
    1k repo stars
49. ▌
    Obsidian Project Memory · brycewang-stanford bundle

    This skill should be used when the user asks to maintain an Obsidian knowledge base for a research project, import an existing research repository into Obsidian, keep project memory or daily notes synchronized, summarize project context into durable notes, or update experiments, results, papers, writing, and plans in an Obsidian vault without requiring MCP.
    1k repo stars
50. ▌
    Data Deposit · brycewang-stanford

    Prepare a replication package for the sewage-house-prices project. Generates AEA-compliant README, master script, numbered script order, install script, and deposit checklist. Validates the package against 10 verification checks. This skill should be used when asked to "prepare replication", "data deposit", "create replication package", or "package for submission".
    1k repo stars
51. ▌
    Interview Me · brycewang-stanford

    Structured conversational interview to formalise a research idea or extension into a concrete specification with hypotheses and empirical strategy. This skill should be used when asked to "interview me", "help me think through an idea", "formalise this idea", or "start fresh" on a new research direction.
    1k repo stars
52. ▌
    Validate Bib · brycewang-stanford

    Validate bibliography entries against citations in manuscript and Quarto book files. Find missing entries, unused references, potential typos, and quality issues. This skill should be used when asked to "check the bibliography", "validate citations", or "validate-bib".
    1k repo stars
53. ▌
    Gbif API · brycewang-stanford

    Global biodiversity data API for species occurrences and datasets
    1k repo stars
54. ▌
    Cross National Design · brycewang-stanford bundle

    Design cross-national survey experiments: power, equivalence, localization.
    1k repo stars
55. ▌
    Subagent Driven Literature Review · brycewang-stanford

    Use parallel subagents for large-scale paper screening and deep dive analysis
    1k repo stars
56. ▌
    Identification Proofs · brycewang-stanford bundle

    This skill covers formal identification arguments and proofs in structural and reduced-form econometrics. Use when the user needs to prove or formalize that a parameter is identified — including writing identification propositions, stating regularity conditions, deriving rank conditions, or showing observational equivalence fails. Triggers on "identification proof", "identification argument", "identify the parameter", "show identification", "identification condition", "exclusion restriction proof", "rank condition", "order condition", "identification strategy formal", "nonparametric identification", "parametric identification", "local identification", "global identification", "observational equivalence", "identification at infinity", "completeness condition", "regularity conditions", "Rothenberg", "proof of identification", "identification result", "identified parameter", "point identified", "set identified", "partial identification".
    1k repo stars
57. ▌
    Deploy · brycewang-stanford

    Render Quarto slides and sync to docs/ for GitHub Pages deployment. Use when deploying lecture slides after making changes.
    1k repo stars
58. ▌
    Quality Gate · brycewang-stanford

    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", "make sure everything is consistent", "double-check the paper against my output files", or any pre-submission integrity check between paper text and computed results.
    1k repo stars
59. ▌
    Review Paper Code · brycewang-stanford

    Review research code for reproducibility and quality, extract the paper's main empirical claims, compare paper to code, and write a constructive markdown report. Designed for social science / economics projects with LaTeX papers and Stata, R, or Python code.
    1k repo stars
60. ▌
    Academic Paper Reviewer · brycewang-stanford bundle

    Multi-perspective academic paper review with dynamic reviewer personas. Simulates 5 independent reviewers (EIC + 3 peer reviewers + Devil's Advocate) with field-specific expertise. Supports full review, re-review (verification), quick assessment, methodology focus, and Socratic guided modes. Triggers on: review paper, peer review, manuscript review, referee report, review my paper, critique paper, simulate review, editorial review.
    1k repo stars
61. ▌
    Algorithm Designer · brycewang-stanford bundle

    Design and document statistical algorithms with pseudocode and complexity analysis
    1k repo stars
62. ▌
    Regression Table · brycewang-stanford

    Formats estimation output as a publication-quality regression table with stars, SEs, and fit statistics. Use when creating a results table.
    1k repo stars
63. ▌
    Robustness Table · brycewang-stanford

    Generates robustness check code and formats results as a combined table. Use for sensitivity analysis.
    1k repo stars
64. ▌
    Latex Paper En · brycewang-stanford bundle

    English LaTeX academic paper assistant for existing `.tex` projects. Use this skill whenever the user wants to compile, lint, audit, or improve an English LaTeX conference or journal paper such as IEEE, ACM, Springer, NeurIPS, or ICML submissions. Trigger even when the user only mentions one paper issue, such as bibliography errors, grammar cleanup, sentence splitting, logic review, expression polishing, translation, title optimization, figure checks, pseudocode review, algorithm block cleanup, de-AI editing, experiment-section review, table structure validation, three-line table generation, abstract structure diagnosis, or journal adaptation. Also trigger for "proofread my paper", "fix my LaTeX", "prepare for submission", "check my manuscript", "improve my writing", "three-line table", "booktabs", "check abstract", "reformat for another journal", "换投", `algorithm2e`, `algorithmicx`, `algpseudocodex`, `Require/Ensure`, or "Algorithm 1" when the user has a .tex file.
    1k repo stars
65. ▌
    Data Analysis · brycewang-stanford

    End-to-end R data analysis for the sewage project. Writes analysis scripts following project conventions (here::here, arrow/parquet, fixest, modelsummary, native pipe), runs code review, and produces publication-ready tables and figures. This skill should be used when asked to "run an analysis", "estimate the model", "add a specification", or "write an R script".
    1k repo stars
66. ▌
    Reproducible Pipelines · brycewang-stanford bundle

    This skill covers reproducible research pipelines and replication packages. Use when the user is setting up a research project directory structure, configuring workflow managers (Make, Snakemake, DVC), managing computational environments, preparing replication packages for journal submission, or debugging reproducibility failures. Triggers on "reproducible", "replication package", "Makefile", "Snakemake", "DVC", "pipeline", "workflow manager", "data versioning", "conda environment", "Docker", "seed management", "AEA data editor", "replication", "project structure", or "submission checklist".
    1k repo stars
67. ▌
    Plotnine · brycewang-stanford bundle

    plotnine static visualization (ggplot2 syntax for Python). Geoms, aesthetics, scales, coordinates, facets, themes. Use for static publication-quality figures with grammar-of-graphics syntax. For interactive charts use plotly; for maps use geopandas.
    1k repo stars
68. ▌
    Pyfixest · brycewang-stanford bundle

    Fast high-dimensional fixed effects: OLS, Poisson, IV with multi-way FE; DiD (TWFE, did2s, Sun-Abraham); clustered SEs; etable/coefplot/iplot. Use for FE regressions or DiD. For panel RE/between use linearmodels; for GLM without FE use statsmodels.
    1k repo stars
69. ▌
    Review Paper Light · brycewang-stanford

    Run a fast 2-agent pre-submission check for an economics paper — focuses on contribution, identification, and causal overclaiming. Completes in ~1 minute.
    1k repo stars
70. ▌
    Identification Theory · brycewang-stanford bundle

    DAG and potential outcomes frameworks for causal mediation identification
    1k repo stars
71. ▌
    Interpret Results · brycewang-stanford

    Writes academic prose interpreting regression output. Use when describing estimation results in manuscript-ready language.
    1k repo stars
72. ▌
    Latex Thesis Zh · brycewang-stanford bundle

    Chinese LaTeX thesis assistant for existing .tex degree thesis projects (XeLaTeX/LuaLaTeX/latexmk). Use this skill whenever a user works on a Chinese master's or doctoral thesis needing compilation, GB/T 7714 bibliography checks, chapter structure mapping, template detection (thuthesis, pkuthss), terminology consistency, logic coherence review, heading lead-in checks, title optimization, de-AI editing, experiment chapter review, three-line table validation, or abstract structure diagnosis. Trigger even for single issues like "帮我编译论文", "检查国标格式", "看看绪论逻辑", "毕业论文", "学位论文", "硕士/博士论文", "三线表", "检查摘要", or "摘要结构".
    1k repo stars
73. ▌
    Context Status · brycewang-stanford

    Show current session status and context health for the sewage project. Use to check context usage, active work state, and what will survive compaction.
    1k repo stars
74. ▌
    Target Journal · brycewang-stanford

    Journal targeting analysis for the sewage-house-prices paper. Recommends ranked journal list across 3 tiers with formatting requirements, submission strategy, and desk rejection risk assessment. This skill should be used when asked to "target a journal", "where should we submit", "journal fit", or "submission strategy".
    1k repo stars
75. ▌
    LLM Aiops Guide · brycewang-stanford

    Papers on LLMs for IT operations and AIOps research
    1k repo stars
76. ▌
    Fred API · brycewang-stanford

    Federal Reserve Economic Data API for US economic indicators
    1k repo stars
77. ▌
    Research Setup · brycewang-stanford

    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 installed the plugin", "set my field", "set my institution", "configure my domain profile", or any request to personalize the plugin for a specific research context.
    1k repo stars
78. ▌
    Geopandas · brycewang-stanford bundle

    Spatial data: GeoDataFrames, spatial joins, CRS/projections, choropleth/interactive maps, spatial autocorrelation, PySAL. Use for geographic data, spatial files (Shapefile, GeoPackage, GeoParquet), or spatial stats. For charts without GIS use plotly.
    1k repo stars
79. ▌
    Simulation Architect · brycewang-stanford bundle

    Design and implementation of comprehensive simulation studies
    1k repo stars
80. ▌
    Obsidian Project Bootstrap · brycewang-stanford bundle

    This skill should be used when the user asks to start a new research project, import an existing code-plus-Markdown repository into Obsidian, or bind the current repository to a compact research knowledge base for future syncing.
    1k repo stars
81. ▌
    Obsidian Project Lifecycle · brycewang-stanford

    Use this skill when the user wants to detach, archive, purge, or otherwise change the lifecycle state of an Obsidian project knowledge base.
    1k repo stars
82. ▌
    Pytorch Guide · brycewang-stanford

    Avoid common PyTorch mistakes and apply robust training patterns
    1k repo stars
83. ▌
    Legal Nlp Guide · brycewang-stanford

    NLP techniques for legal text analysis, case law mining, and contracts
    1k repo stars
84. ▌
    Osf API · brycewang-stanford

    Manage open science projects and preprints via the OSF REST API
    1k repo stars
85. ▌
    Arxiv API · brycewang-stanford

    Search and retrieve preprints from the arXiv open-access repository
    1k repo stars
86. ▌
    Zenodo API · brycewang-stanford

    Open research repository for all disciplines
    1k repo stars
87. ▌
    Anystyle API · brycewang-stanford

    Citation reference parser using machine learning
    1k repo stars
88. ▌
    Zotero API · brycewang-stanford

    Reference management library and collections API
    1k repo stars
89. ▌
    Pre Registration Writing · brycewang-stanford

    Write pre-analysis plans: PAP structure, registry, analysis strategy.
    1k repo stars
90. ▌
    QA Quarto · brycewang-stanford

    Adversarial Quarto vs Beamer QA. Critic finds issues, fixer applies fixes, loops until APPROVED (max 5 rounds).
    1k repo stars
91. ▌
    Bayesian Workflow · brycewang-stanford bundle

    Opinionated Bayesian modeling workflow with PyMC and ArviZ. Contains critical guardrails (nutpie sampler, prior/posterior predictive checks, LOO-PIT calibration, prior sensitivity checks, 94% HDI, non-centered parameterizations, reproducible seeds) that agents won't apply unprompted — always consult before writing Bayesian model code. Trigger on: building probabilistic/Bayesian models, prior elicitation, MCMC inference, convergence diagnostics (divergences, R-hat, ESS), model comparison (LOO-CV, ELPD, stacking weights), hierarchical/multilevel models, count regressions, logistic regression with uncertainty, prior sensitivity analysis, reporting Bayesian results, or mentions of PyMC, ArviZ, InferenceData, credible intervals, posterior distributions, shrinkage, uncertainty quantification. Also trigger for model comparison, diagnosing sampling problems, choosing priors, or presenting stats to non-technical audiences.
    1k repo stars
92. ▌
    Cross Disciplinary Ideation · brycewang-stanford bundle

    Field connection mapping and systematic ideation for method transfer
    1k repo stars
93. ▌
    Paper Excellence · brycewang-stanford

    Comprehensive multi-dimensional review of the sewage-house-prices project. Runs econometrics audit, code review, manuscript proofread, and bibliography validation in parallel. Computes a weighted aggregate score. This skill should be used when asked for a "full review", "quality check", "paper excellence", or before submission milestones.
    1k repo stars
94. ▌
    Slide Excellence · brycewang-stanford

    Multi-agent review for research presentation slides in the sewage-house-prices project (visual, econometric fidelity, proofreading, substance). Use for comprehensive quality check before milestones.
    1k repo stars
95. ▌
    Nasa Ads API · brycewang-stanford

    Search astrophysics and physics literature via NASA ADS bibliographic database
    1k repo stars
96. ▌
    Doaj API · brycewang-stanford

    Search open access journals and articles in the DOAJ directory
    1k repo stars
97. ▌
    Orkg API · brycewang-stanford

    Query the Open Research Knowledge Graph for structured research data
    1k repo stars
98. ▌
    Pubmed API · brycewang-stanford

    Search biomedical literature and retrieve records via PubMed E-utilities
    1k repo stars
99. ▌
    Scielo API · brycewang-stanford

    Access Latin American and developing world research via SciELO API
    1k repo stars
100. ▌
     Plantuml Guide · brycewang-stanford

     Create UML diagrams and architecture visualizations with PlantUML
     1k repo stars