Curated AI agent skills and MCP servers for economists and accountants
概要
John Barrios's curated AI agent skills for — focused on econometrics, data visualization, research workflows, and academic writing. Browse the collection: https://barrios88.github.io/barrios-skills/ Skills teach how to work. MCP servers give the agent live tools (e.g. run SQL on WRDS). in the main catalog. Additional document, career, and specialty tools live in skills/optional/ if you need them. 1. Clone this repo 2. Pick a skill from Browse by task 3. Copy the folder to your agent's skills directory: - Cursor → ~/.cursor/skills/ - Claude Code → ~/.claude/skills/ - Codex → ~/.codex/skills/ MCP servers are skills. They require installation, MCP registration, and often . See mcp/README.md. — John Barrios's server for Wharton WRDS. Stata, R, Python panels, WRDS — identification-ready workflows
README
Barrios Skills
John Barrios’s curated AI agent skills for economists and accountants — focused on econometrics, data visualization, research workflows, and academic writing.
Website
Browse the collection: https://barrios88.github.io/barrios-skills/
Enable GitHub Pages: repo Settings → Pages → Build from GitHub Actions.
Local preview:
cd docs && python3 -m http.server 8080
Repository layout
This repo has two separate parts:
| Folder | What it is | Install |
|---|---|---|
skills/ |
Agent skills — markdown instructions (Stata, LaTeX, writing, etc.) | Copy folder to ~/.cursor/skills/ |
mcp/ |
MCP servers — programs that connect agents to external data | pip install + register in Cursor/Claude + your credentials |
Skills teach how to work. MCP servers give the agent live tools (e.g. run SQL on WRDS).
What this collection covers
| Area | Skills | What you get |
|---|---|---|
| Econometrics & empirical data | 6 | Stata, R, Python panels, pyfixest, WRDS |
| Data & visualization | 11 | Econ figures, matplotlib/seaborn, polars, statsmodels, PyMC |
| Research & literature | 14 | Lit search, EDGAR, FRED/OpenEcon, financial NLP, scraping |
| Writing & review | 15 | econ-write, humanizer, slides, referee, LaTeX |
46 core skills in the main catalog. Additional document, career, and specialty tools live in skills/optional/ if you need them.
Quick start
- Clone this repo
- Pick a skill from Browse by task
- Copy the folder to your agent’s skills directory:
- Cursor →
~/.cursor/skills/ - Claude Code →
~/.claude/skills/ - Codex →
~/.codex/skills/
- Cursor →
MCP servers (separate from skills)
MCP servers are not skills. They require installation, MCP registration, and often your own account credentials. See mcp/README.md.
WRDS MCP (vendored) — Compustat, CRSP, and more
wrds-mcp — John Barrios’s server for Wharton WRDS.
→ WRDS MCP setup (web) · Markdown version · pair with wrds
External MCPs (install from upstream)
| MCP | Setup | Skill |
|---|---|---|
| SEC EDGAR | install/sec-edgar-mcp.md | sec-edgar |
| OpenEcon Data | install/openecon-data-mcp.md | api-data-fetcher |
| FRED / Stata-MCP | install/external-mcps.md | Stata skills / api-data-fetcher |
Featured skills
| Skill | What it does |
|---|---|
| stata-regression | Run regression analyses in Stata with publication-ready output tables |
| wrds | Query WRDS — Compustat, CRSP, TRACE, TAQ — with agent-ready filters |
| sec-edgar | SEC filings, XBRL, and Form 4 for accounting/finance research |
| pyfixest | Fast high-dimensional FE regression in Python (fixest-like) |
| econ-write | Cochrane/McCloskey/Shapiro-style drafting for econ, finance, accounting |
| econ-humanizer-plus | Stronger rules for removing AI tells in economics and finance prose |
| econ-lit-search | Search ~51k economics papers with full-text search and citation sorting |
| econ-visualization | Publication-quality charts and graphs for economics papers |
Browse by task
Econometrics & empirical data
Stata, R, Python panels, WRDS — identification-ready workflows
| Skill | Description |
|---|---|
| stata-regression | Run regression analyses in Stata with publication-ready output tables. |
| stata-data-cleaning | Clean and transform messy data in Stata with reproducible workflows |
| r-econometrics | Run IV, DiD, and RDD analyses in R with proper diagnostics |
| python-panel-data | Panel data analysis with Python using linearmodels and pandas. |
| pyfixest | Fast high-dimensional FE regression in Python (fixest-like) for firm–year panels. |
| wrds | This skill should be used when the user asks to “query WRDS”, “access Compustat”, “get CRSP data”, … |
Data & visualization
Publication figures and Python data stacks for applied work
| Skill | Description |
|---|---|
| econ-visualization | Create publication-quality charts and graphs for economics papers. |
| matplotlib | Low-level plotting library for full customization. Use when you need fine-grained control over ever… |
| seaborn | Statistical visualization with pandas integration. Use for quick exploration of distributions, rela… |
| plotly | Interactive visualization library. Use when you need hover info, zoom, pan, or web-embeddable chart… |
| polars | Fast in-memory DataFrame library for datasets that fit in RAM. Use when pandas is too slow but data… |
| statsmodels | Statistical models library for Python. Use when you need specific model classes (OLS, GLM, mixed mo… |
| scikit-learn | Machine learning in Python with scikit-learn. Use when working with supervised learning (classifica… |
| statistical-analysis | Guided statistical analysis with test selection and reporting. Use when you need help choosing appr… |
| pymc-bayesian-modeling | Bayesian modeling with PyMC. Build hierarchical models, MCMC (NUTS), variational inference, LOO/WAI… |
| dask | Distributed computing for larger-than-RAM pandas/NumPy workflows. Use when you need to scale existi… |
| geopandas | Python library for working with geospatial vector data including shapefiles, GeoJSON, and GeoPackag… |
Research & literature
Literature search, citations, APIs, and journal data collection
| Skill | Description |
|---|---|
| sec-edgar | SEC filings, XBRL, and Form 4 via EDGAR MCP for accounting research. |
| financial-text-nlp | FinBERT and domain NLP for 10-K, calls, and central-bank text. |
| api-data-fetcher | Fetch economic data from FRED, World Bank, and other APIs |
| citation-management | Comprehensive citation management for academic research. Search Google Scholar and PubMed for paper… |
| datacommons-client | Work with Data Commons, a platform providing programmatic access to public statistical data from gl… |
| econ-lit-search | Search a curated corpus of ~51k economics papers (NBER working papers, JEL-coded journals) with ful… |
| exploratory-data-analysis | Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats. … |
| lit-review-assistant | Search, summarize, and synthesize economics literature |
| literature-review | Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arX… |
| openalex-api | Access and analyze OpenAlex scholarly metadata through the REST API, including works, authors, inst… |
| research-ideation | Generate research questions from economic phenomena |
| research-lookup | Look up current research information using Perplexity Sonar Pro Search or Sonar Reasoning Pro model… |
| web-scrape | |
| paper-2-acfin-web | Convert accounting and finance papers into websites, seminar videos, and conference posters (Paper2All) |
Writing & review
Econ voice, LaTeX, referee reports, and paper structure
| Skill | Description |
|---|---|
| econ-write | Cochrane/McCloskey/Shapiro-style drafting for econ, finance, and accounting. |
| econ-slides | Paper-to-Beamer talks with honest numbers and speaker scripts. |
| econ-referee | Pre-submission referee reports with verified comments and a revision plan. |
| paper-pdf | Local PDF parser for academic papers. Page text, images, tables, and figures, with unsafe cells left blank. |
| academic-paper-writer | Draft economics papers with proper structure and academic style |
| beamer-presentation | Create academic presentations in Beamer with professional themes |
| econ-humanizer | Remove AI writing patterns from academic economics, finance, and accounting prose. Enforces a clear… |
| econ-humanizer-plus | Supplements the econ-humanizer skill with a more exhaustive and specific rule set for eliminating A… |
| econ-writing-plus | Supplements economic-writing, econ-humanizer, academic-paper-writer, research-grants, and referee-r… |
| hypothesis-generation | Structured hypothesis formulation from observations. Use when you have experimental observations or… |
| latex-econ-model | Write and typeset economic models in LaTeX with proper notation |
| latex-posters | Create professional research posters in LaTeX using beamerposter, tikzposter, or baposter. Support … |
| latex-tables | Generate publication-ready regression tables in LaTeX. |
| scholar-evaluation | Systematically evaluate scholarly work using the ScholarEval framework, providing structured assess… |
| scientific-critical-thinking | Evaluate scientific claims and evidence quality. Use for assessing experimental design validity, id… |
| venue-templates | Access comprehensive LaTeX templates, formatting requirements, and submission guidelines for major … |
Optional skills
See skills/optional/README.md for document tools (Word, PDF, Excel), career materials, and specialty Python libraries not in the core set.
Maintenance
python3 scripts/sync-skills.py # refresh from local installs
bash scripts/sanitize-skills.sh
bash scripts/audit-secrets.sh
bash scripts/generate-site.sh # update website catalog
See SECURITY.md for redacted secrets and required env vars.
License
MIT — see LICENSE.
インストール
This server does not publish a one-line install command.
Open the repository installation guide