# auto-empirical-research-skills

📌 文档结构（2026-07-22 起）： 本文件是中文默认入口 —— banner + badges + 信任面 + 9 阶段流水线速览 + 76 行合集总表。 每个合集的完整描述、按用途分组、精确数字、验证方法在 docs/CONTENT_ZH.md（扩展正文，总表行内的 → 直接跳转到对应锚点）。 English version: README-en.md · 中文扩展正文：docs/CONTENT_ZH.md · README-zh-CN.md 已弃用（重定向占位） 🌐 语言: English |

- Tier: Indexed (plain plugin)
- Category: Automation
- Page: https://www.flowy.sh/listings/brycewang-stanford-auto-empirical-research-skills
- Source: https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills
- Price: free and open source

## Summary
auto-empirical-research-skills is a Claude Code plugin with 200 hand-picked skills for automation work, indexed on Flowy. Install it with the command on its page. It includes pipeline, pipeline, pipeline. Its skills do not fire on their own yet. Request auto-invocation to have Flowy route them as you prompt. Free and open source.

## Install (Claude Code)
```
/plugin marketplace add brycewang-stanford/Auto-Empirical-Research-Skills
```

## Skills
- pipeline
- pipeline
- pipeline
- 00-Full-empirical-analysis-skill_StatsPAI
- 00.1-Full-empirical-analysis-skill_Python
- 00.2-Full-empirical-analysis-skill_Stata
- 00.3-Full-empirical-analysis-skill_R
- composer
- strategist
- medical-imaging-review
- paper-slide-deck
- research-proposal
- hypothesis-generation
- literature-review
- research-grants
- scientific-writing
- citation-management
- hypothesis-generation
- literature-review
- peer-review
- research-grants
- scholar-evaluation
- scientific-critical-thinking
- scientific-writing
- getting-started
- answering-research-questions
- building-screening-rubrics
- checking-chembl
- cleaning-up-research-sessions
- evaluating-paper-relevance
- finding-open-access-papers
- searching-literature
- subagent-driven-review
- traversing-citations
- stat-writing
- academic-plotting
- autoresearch-skill
- ml-paper-writing
- 08-ndpvt-web-latex-document-skill
- 10-Jill0099-causal-inference-mixtape
- bayesian-estimation
- causal-inference
- causal-ml
- empirical-playbook
- estimate
- game-theory
- identification-proofs
- lfg
- publication-output
- replicate
- reproducible-pipelines
- slfg
- structural-modeling
- submission-guide
- workflows-brainstorm
- workflows-compound
- workflows-ideate
- workflows-plan
- workflows-review
- workflows-work
- commit
- compile-latex
- context-status
- create-lecture
- data-analysis
- deep-audit
- deploy
- devils-advocate
- extract-tikz
- interview-me
- learn
- lit-review
- pedagogy-review
- proofread
- qa-quarto
- research-ideation
- review-paper
- review-r
- slide-excellence
- translate-to-quarto
- validate-bib
- visual-audit
- compiledeck
- fletcher
- newproject
- referee2
- split-pdf
- causal-inference-r
- commit
- compile-latex
- data-analysis
- devils-advocate
- econometrics-julia
- econometrics-r
- interview-me
- lit-review
- proofread
- research-ideation
- review-julia
- review-paper
- review-r
- stata
- validate-bib
- data-analysis
- data-finder
- deep-audit
- lit-review
- new-project
- proofread
- quality-gate
- research-setup
- review-paper
- review-r
- validate-bib
- write-paper
- analyze
- discover
- new-project
- review
- revise
- strategize
- submit
- talk
- tools
- write
- agent-authoring
- daaf-orchestrator
- data-scientist
- education-data-context
- education-data-explorer
- education-data-query
- education-data-source-campus-safety
- education-data-source-ccd
- education-data-source-crdc
- education-data-source-eada
- education-data-source-edfacts
- education-data-source-fsa
- education-data-source-ipeds
- education-data-source-meps
- education-data-source-nacubo
- education-data-source-nccs
- education-data-source-nhgis
- education-data-source-pseo
- education-data-source-saipe
- education-data-source-scorecard
- election-data-source-countypres
- geopandas
- linearmodels
- marimo
- plotly
- plotnine
- polars
- pyfixest
- r-python-translation
- science-communication
- scikit-learn
- skill-authoring
- stata-python-translation
- statsmodels
- svy
- 18-jusi-aalto-stata-accounting-research
- ai-augmented-economist
- doc-coauthoring
- policy-brief-writing
- research-director
- research-paper-writing
- 20-wenddymacro-python-econ-skill
- review-grant
- review-pap
- review-paper-code
- review-paper-light
- review-paper
- apsa-style
- assess-outline
- latex-to-quarto
- latex-to-typst
- markdown-unwrap
- paper-summary
- proofread
- pseudo-merge
- quarto-clean
- redistricting-analysis
- write-well
- bayesian-workflow
- causal-inference
- academic-paper-reviewer
- academic-paper
- academic-pipeline
- deep-research
- a1
- a2
- a5
- b1
- b2
- c1
- c2
- c3
- c5
- d2
- d4

## FAQ

### What is auto-empirical-research-skills?
📌 文档结构（2026-07-22 起）： 本文件是中文默认入口 —— banner + badges + 信任面 + 9 阶段流水线速览 + 76 行合集总表。 每个合集的完整描述、按用途分组、精确数字、验证方法在 docs/CONTENT_ZH.md（扩展正文，总表行内的 → 直接跳转到对应锚点）。 English version: README-en.md · 中文扩展正文：docs/CONTENT_ZH.md · README-zh-CN.md 已弃用（重定向占位） 🌐 语言: English |

### How do I install auto-empirical-research-skills?
Run these in Claude Code: /plugin marketplace add brycewang-stanford/Auto-Empirical-Research-Skills. Then prompt normally.

### Does auto-empirical-research-skills auto-invoke its skills?
Not yet. It is indexed on Flowy as a plain plugin. Request auto-invocation on its page and Flowy will route its skills for you as you prompt.

### Is auto-empirical-research-skills free?
Yes. Flowy is free and open source, with nothing gated. You can read every skill in full before you install.