Audit a research replication package with ten checks covering R syntax, file references, output freshness, dependencies, data sources, and documentation. Receive a pass/fail report with specific issues and suggested fixes for preparing the package for submission.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Check a replication package before submission
- Find missing inputs and outdated outputs
- Review dependency and data source documentation
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Check existing Chinese LaTeX theses for build errors, bibliography formatting, chapter structure, terminology, and logical flow. Get targeted findings and revision suggestions while preserving citations, labels, and mathematical content.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Diagnosing thesis compilation failures
- Checking references against GB/T 7714
- Reviewing chapter structure and terminology
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Manage the lifecycle of an Obsidian project knowledge base by stopping sync, archiving content, or permanently deleting it on explicit request. It also handles individual note archiving, deletion, and renaming with link repair, then summarizes the resulting state.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Stopping project sync while keeping notes
- Moving a finished project's knowledge into Archive/
- Permanently deleting explicitly selected project knowledge
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Prepare conference slides, academic posters, and research promotion content after paper acceptance. The skill guides talk structure, visual layout, timing practice, anticipated questions, and drafts for Twitter/X, LinkedIn, and a broader-audience blog post.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Structure conference slides around the available speaking time
- Plan an academic poster layout
- Draft research posts for Twitter/X, LinkedIn, and a blog
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Organize research project knowledge in an Obsidian vault, a folder of notes. Summarize existing repository materials, maintain paper, experiment, result, and writing notes, and synchronize daily progress without MCP or API keys.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Import existing research materials into Obsidian as summaries
- Keep daily progress and project memory synchronized
- Connect paper notes with experiments, results, and writing
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Prepare a research replication package for the sewage-house-prices project, including an AEA-format README, a master script, and a deposit checklist. Map script dependencies and validate ten requirements so others can follow the analysis workflow.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Prepare research files for a data deposit
- Document script dependencies and execution order
- Trace manuscript tables and figures to their scripts
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Turn papers stored in Zotero into detailed Obsidian reading notes, linking claims, methods, evidence, and limitations to a project. Synthesize findings across papers, track note coverage for entire collections, and build a visual literature map.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Creating detailed Obsidian notes from Zotero papers
- Comparing methods and identifying research gaps across papers
- Checking note coverage for a whole Zotero collection
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Create and edit Obsidian Markdown notes with links between notes, embedded images and PDFs, highlighted callout boxes, tags, and properties. Use Obsidian-specific formatting to connect related material and organize information within notes.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Connect related notes and specific sections with internal links
- Embed notes, images, and PDF pages
- Highlight warnings and key points with callout boxes
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Inspect a running website at different screen sizes to find layout problems, inconsistent styling, and accessibility issues such as poor contrast. Fix the relevant source code, recheck the results, and report changes with before-and-after screenshots.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Finding and fixing broken mobile layouts
- Reviewing spacing, fonts, and color consistency
- Checking contrast and keyboard focus visibility
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Design or review how a sewage spill study estimates effects on house prices. Produce a strategy memo covering the target effect, assumptions, estimating equation, implementation outline, robustness checks, falsification tests, and anticipated referee objections.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Planning how to estimate sewage spill effects on house prices
- Reviewing assumptions behind an existing analysis
- Designing robustness checks and falsification tests
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Set up Python projects and manage packages, isolated environments, and Python versions with uv. Includes migration guidance and lockfiles that record dependency versions, plus workflows for consistent installations in CI and Docker.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Setting up a new Python project
- Migrating from pip or Poetry to uv
- Keeping dependency versions consistent across environments
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Apply improvement plans from skill-quality-reviewer to Claude Skills. Groups edits by file, handles conflicting recommendations by priority, backs up originals, and verifies the updates before producing a report of changes and verification results.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Applying recommended fixes from a skill quality review
- Updating SKILL.md and reference files from a plan
- Resolving conflicting improvement recommendations
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Organize complex tasks using persistent Markdown files for plans, research notes, and final deliverables. Track completed phases, decisions, and errors, and revisit the plan before major actions to keep work aligned with its goal.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Planning a task with multiple stages
- Organizing research findings and sources
- Recording progress, decisions, and errors
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Develop a research idea through a structured conversation, then turn the answers into a written research specification. Clarify the question, testable hypothesis, data needs, methods for assessing cause and effect, expected findings, and feasibility.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Turning an early research idea into a concrete plan
- Exploring a new research direction from scratch
- Identifying data needs and threats to causal interpretation
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Turn completed experiment analyses into an internal research report that explains findings, figures, limitations, and next actions. Reports connect evidence to decisions and can be saved locally or written into a linked Obsidian project.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Write a wrap-up report from completed experiment analyses
- Explain figures and their implications for research decisions
- Record negative results, limitations, and next actions
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Test local web applications with Playwright, a browser automation tool. Write Python scripts to check interface behavior, inspect rendered pages, capture screenshots, and collect browser logs, with a helper that manages one or more application servers.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Checking buttons, links, and form behavior
- Investigating interface issues with screenshots and logs
- Automating checks for local static HTML
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Manage Obsidian notes from the command line: read, create, search, update properties, and review tasks. Also supports plugin and theme development through reload commands, error checks, screenshots, and inspection of page elements.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Search and update notes in an Obsidian vault
- Add tasks to daily notes
- Review tags, properties, and backlinks
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Turn reviewer comments into a structured response document. The skill classifies concerns, suggests whether to revise, defend, clarify, or experiment, and drafts evidence-based replies while checking completeness, professional tone, and respectful wording.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Classifying reviewer comments by issue type
- Planning revisions and additional experiments
- Drafting responses to every reviewer comment
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Review local skills for description quality, organization, writing style, and file structure. Get weighted scores, letter grades, and concrete improvement plans, or compare multiple skills to decide which issues to fix first.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Reviewing a skill before sharing it
- Prioritizing fixes for an existing skill
- Checking required fields and referenced files
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Checks code changes before a pull request by reviewing builds, types, coding rules, tests, potential secrets, and changed files. Produces a report showing results, test coverage, and issues that need fixing.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Checking changes before opening a pull request
- Verifying a completed feature
- Reviewing code after refactoring
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Review academic drafts for 24 common AI writing patterns and revise awkward wording or repetitive structures. Preserve meaning, economics terminology, citations, and LaTeX commands, with a report showing the changes and their locations.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Polishing an academic draft before submission
- Varying repetitive transitions and paragraph structures
- Editing economics papers while preserving terms and citations
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Save code changes on a new Git branch, select files to commit, and push them to the remote repository. Prepare a descriptive commit message and optionally create a pull request with a summary and test plan.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Saving changes on a new branch
- Writing a commit message that explains the reason for a change
- Pushing changes and creating a pull request
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Create and organize Claude Code plugins with guidance on configuration files, commands, agents, skills, hooks, and MCP servers. Learn where components belong, how automatic loading works, and how to reference files across different installation locations.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Create the directory structure for a new plugin
- Organize commands, agents, skills, and hooks
- Make file references work across installation locations
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Combine Obsidian notes into literature reviews, comparisons, and project summaries. Keep each synthesis linked to its supporting papers, experiments, results, and research questions, with one lasting note for each purpose.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Combine paper notes into a literature review
- Compare findings across experiments
- Summarize a project's progress and results
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트