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Claude Skills by brycewang-stanford
github.com/brycewang-stanford5,311 skills63 installs7,968 views
- 00 Full Empirical Analysis Skill StatsPAIUse when the user asks to run a full empirical / causal analysis in Python — by default in the style of an applied economics paper (AER / QJE / JPE / ReStud / AEJ) with DID / RD / IV / SCM / DML / matching, written-out estimating equation + identifying assumption, Table 1 / Table 2 / event-study figure / robustness gauntlet — OR in epidemiology / public health style (target-trial emulation, IPTW + g-formula + TMLE triplet, Mendelian randomization, KM/AFT survival, E-value sensitivity, STROBE/...Votes: 0GitHub stars: 3,639
- ComposerSystematic writing framework for philosophy and interdisciplinary academic papers from optimized outline to submission-ready manuscript. Use when users want to: (1) write a paper from a detailed outline, (2) ensure quality control during writing, (3) maintain consistency across chapters, (4) prepare a submission-ready manuscript, or (5) systematically execute a planned paper. Triggered by phrases like ''write the paper from this outline,'' ''compose the full manuscript,'' ''execute the outlin...Votes: 0GitHub stars: 3,639
- StrategistSystematic strategic planning framework for philosophy and interdisciplinary academic papers targeting preprint platforms (PhilArchive, arXiv, PhilSci-Archive). Use when users want to: (1) plan a paper on a specific topic, (2) identify research gaps and assess originality, (3) develop optimized paper outlines, (4) prepare for preprint submission, or (5) understand platform requirements and writing standards. Triggered by phrases like ''plan a paper on,'' ''help me design a paper about,'' ''id...Votes: 0GitHub stars: 3,639
- Medical Imaging ReviewWrite comprehensive literature reviews for medical imaging AI research. Use when writing survey papers, systematic reviews, or literature analyses on topics like segmentation, detection, classification in CT, MRI, X-ray, ultrasound, or pathology imaging. Triggers on requests for "review paper", "survey", "literature review", "综述", "systematic review", or mentions of writing academic reviews on deep learning for medical imaging.Votes: 0GitHub stars: 3,639
- Paper Slide DeckGenerate professional slide deck images from academic papers and content. Creates comprehensive outlines with style instructions, auto-detects figures from PDFs, then generates individual slide images. Use when user asks to "create slides", "make a presentation", "generate deck", or "slide deck" for papers.Votes: 0GitHub stars: 3,639
- Research ProposalGenerate academic research proposals for PhD applications. Use when user asks to "write a research proposal", "create PhD proposal", "generate research plan", "撰写研究计划", "写博士申请", "doctoral proposal", or mentions specific research topics for PhD application. Supports STEM, humanities, and social sciences with field-specific adaptations. Follows Nature Reviews-style academic writing conventions. Supports both English and Chinese output based on user preference.Votes: 0GitHub stars: 3,639
- Hypothesis GenerationStructured 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.Votes: 0GitHub stars: 3,639
- Literature ReviewConduct 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.).Votes: 0GitHub stars: 3,639
- Research GrantsWrite competitive research proposals for NSF, NIH, DOE, DARPA, and Taiwan NSTC. Agency-specific formatting, review criteria, budget preparation, broader impacts, significance statements, innovation narratives, and compliance with submission requirements.Votes: 0GitHub stars: 3,639
- Scientific WritingCore skill for the deep research and writing tool. Write scientific manuscripts in full paragraphs (never bullet points). Use two-stage process with (1) section outlines with key points using research-lookup then (2) convert to flowing prose. IMRAD structure, citations (APA/AMA/Vancouver), figures/tables, reporting guidelines (CONSORT/STROBE/PRISMA), for research papers and journal submissions.Votes: 0GitHub stars: 3,639
- Citation ManagementComprehensive 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.Votes: 0GitHub stars: 3,639
- Hypothesis GenerationGenerate testable hypotheses. Formulate from observations, design experiments, explore competing explanations, develop predictions, propose mechanisms, for scientific inquiry across domains.Votes: 0GitHub stars: 3,639
- Literature ReviewConduct 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.).Votes: 0GitHub stars: 3,639
- Peer ReviewSystematic peer review toolkit. Evaluate methodology, statistics, design, reproducibility, ethics, figure integrity, reporting standards, for manuscript and grant review across disciplines.Votes: 0GitHub stars: 3,639
- Research GrantsWrite competitive research proposals for NSF, NIH, DOE, and DARPA. Agency-specific formatting, review criteria, budget preparation, broader impacts, significance statements, innovation narratives, and compliance with submission requirements.Votes: 0GitHub stars: 3,639
- Scholar EvaluationApply the ScholarEval framework to systematically evaluate scholarly work across quality dimensions (novelty, rigor, significance, and clarity). Use to critique academic papers, research proposals, literature reviews, or grant applications and produce a structured, criterion-based assessment.Votes: 0GitHub stars: 3,639
- Scientific Critical ThinkingEvaluate research rigor. Assess methodology, experimental design, statistical validity, biases, confounding, evidence quality (GRADE, Cochrane ROB), for critical analysis of scientific claims.Votes: 0GitHub stars: 3,639
- Scientific WritingCore skill for the deep research and writing tool. Write scientific manuscripts in full paragraphs (never bullet points). Use two-stage process: (1) create section outlines with key points using research-lookup, (2) convert to flowing prose. IMRAD structure, citations (APA/AMA/Vancouver), figures/tables, reporting guidelines (CONSORT/STROBE/PRISMA), for research papers and journal submissions.Votes: 0GitHub stars: 3,639
- Getting StartedIntroduction to literature search & review skills - systematic paper finding, screening, extraction, and citation traversalVotes: 0GitHub stars: 3,639
- Answering Research QuestionsMain orchestration workflow for systematic literature research - search, evaluate, traverse, synthesizeVotes: 0GitHub stars: 3,639
- Building Screening RubricsCollaboratively build and refine paper screening rubrics through brainstorming, test-driven development, and iterative feedbackVotes: 0GitHub stars: 3,639
- Checking ChemblCheck if medicinal chemistry papers are in ChEMBL database to access curated bioactivity dataVotes: 0GitHub stars: 3,639
- Cleaning Up Research SessionsSafely remove intermediate files from completed research sessions while preserving important dataVotes: 0GitHub stars: 3,639
- Evaluating Paper RelevanceTwo-stage paper screening - abstract scoring then deep dive for specific data extractionVotes: 0GitHub stars: 3,639
- Finding Open Access PapersUse Unpaywall API to find free full-text versions of paywalled papersVotes: 0GitHub stars: 3,639
- Searching LiteraturePubMed search with keyword optimization, result parsing, and metadata extractionVotes: 0GitHub stars: 3,639
- Subagent Driven ReviewUse parallel subagents for large-scale paper screening and deep dive analysisVotes: 0GitHub stars: 3,639
- Traversing CitationsSmart backward and forward citation following via Semantic Scholar, with relevance filtering and deduplicationVotes: 0GitHub stars: 3,639
- Stat WritingEnd-to-end statistical writing assistant for LaTeX - draft title/abstract/keywords, expand outlines into sections, audit manuscripts, write reviewer reports and response letters, and scaffold book manuscripts.Votes: 0GitHub stars: 3,639
- Academic PlottingGenerates 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.Votes: 0GitHub stars: 3,639
- Autoresearch SkillOrchestrates 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 experi...Votes: 0GitHub stars: 3,639
- Ml Paper WritingWrite publication-ready ML/AI/Systems papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM, OSDI, NSDI, ASPLOS, SOSP. Use when drafting papers from research repos, structuring arguments, verifying citations, or preparing camera-ready submissions. Includes LaTeX templates, reviewer guidelines, and citation verification workflows.Votes: 0GitHub stars: 3,639
- 08 Ndpvt Web Latex Document SkillUniversal LaTeX document skill: create, compile, and convert any document to professional PDF with PNG previews. Supports resumes, reports, cover letters, invoices, academic papers, theses/dissertations, academic CVs, presentations (Beamer), scientific posters, formal letters, exams/quizzes, books, cheat sheets, reference cards, exam formula sheets, fillable PDF forms (hyperref form fields), conditional content (etoolbox toggles), mail merge from CSV/JSON (Jinja2 templates), version diffing (...Votes: 0GitHub stars: 3,639
- Python Panel DataPanel data analysis with Python using linearmodels and pandas.Votes: 0GitHub stars: 3,639
- R EconometricsRun IV, DiD, and RDD analyses in R with proper diagnosticsVotes: 0GitHub stars: 3,639
- Stata RegressionRun regression analyses in Stata with publication-ready output tables.Votes: 0GitHub stars: 3,639
- Beamer PresentationCreate academic presentations in Beamer with professional themesVotes: 0GitHub stars: 3,639
- Econ VisualizationCreate publication-quality charts and graphs for economics papers.Votes: 0GitHub stars: 3,639
- Api Data FetcherFetch economic data from FRED, World Bank, and other APIsVotes: 0GitHub stars: 3,639
- Stata Data CleaningClean and transform messy data in Stata with reproducible workflowsVotes: 0GitHub stars: 3,639
- Code SimplifierSimplify and clean up code after changes are complete. Reduces complexity, improves readability, and ensures consistency.Votes: 0GitHub stars: 3,639
- Commit Push PrCommit changes, push to remote, and create a pull request. Use for completing features or fixes ready for review.Votes: 0GitHub stars: 3,639
- SddImplements 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.Votes: 0GitHub stars: 3,639
- TechdebtFind and fix technical debt including duplicated code, dead code, outdated patterns, and code smells. Run at the end of sessions to clean up.Votes: 0GitHub stars: 3,639
- Research IdeationGenerate research questions from economic phenomenaVotes: 0GitHub stars: 3,639
- Lit Review AssistantSearch, summarize, and synthesize economics literatureVotes: 0GitHub stars: 3,639
- General Equilibrium Model BuilderBuild and solve Walrasian general equilibrium models with theory derivations and Julia computationVotes: 0GitHub stars: 3,639
- Latex Econ ModelWrite and typeset economic models in LaTeX with proper notationVotes: 0GitHub stars: 3,639
- Academic Paper WriterDraft economics papers with proper structure and academic styleVotes: 0GitHub stars: 3,639
- Latex TablesGenerate publication-ready regression tables in LaTeX.Votes: 0GitHub stars: 3,639