Skills catalog¶
Curated collections of Markdown-defined research skills (SKILL.md files, plugin commands, MCP servers) shipped by the projects in the catalog.
The pages below are auto-generated from skills/*.yml. Do not edit by hand — edit the YAML sources.
28 skill packs · 621 skills indexed.
Pack overview¶
| Pack | License | Skills | Project | Runtimes |
|---|---|---|---|---|
| Academic Research Skills (ARS) | CC BY-NC 4.0 |
4 | academic-research-skills | claude-code codex vscode jetbrains |
| ai-asset-pricing (Alex Dickerson) | MIT (repo LICENSE, "Copyright (c) 2025 Alex Dickerson") |
37 | — | claude-code codex gemini-cli |
| AI Research Feedback (Claes Bäckman) | MIT |
10 | ai-research-feedback | claude-code |
| Anthropic Skills (foundational) | MIT |
8 | — | claude-code agnostic |
| ARIS skills | MIT |
80 | aris | claude-code codex cursor trae |
| Auto-Empirical Research Skills (AERS) — first-party skills | CC BY-SA 4.0 (repo default); MIT for the mirrored first-party collections (StatsPAI, AER-skills, Paper-WorkFlow) |
22 | auto-empirical-research-skills | claude-code codex cursor |
| AutoResearchClaw skills | MIT |
9 | autoresearchclaw | claude-code codex copilot-cli gemini-cli |
| awesome-econ-ai-stuff (Antonio Mele) | Other (see repo) |
17 | — | claude-code agnostic |
| Awesome Journal Skills (AJS) | MIT |
25 | — | claude-code codex |
| Barrios Skills (John Manuel Barrios) | MIT (repo LICENSE, "Copyright (c) 2026 John Barrios"). The vendored third-party skills keep their own terms: the Anthropic document skills say "Proprietary. LICENSE.txt has complete terms", and the K-Dense skills carry per-library licence lines. |
12 | — | cursor claude-code codex mcp |
| Claude Code WRDS Toolkit (Piotr Orłowski) | none |
8 | — | claude-code |
| claudeblattman (Chris Blattman) | MIT |
23 | — | claude-code |
| Clo-Author skills | MIT (stated in README; no licence file) |
14 | clo-author | claude-code |
| DAAF — Data Analyst Augmentation Framework (Brian Heseung Kim) | LGPL-3.0-or-later (as declared in the README, badge and CITATION.cff; the repo ships the GPL-3.0 text as LICENSE plus COPYING.LESSER) |
56 | — | claude-code |
| Econ Agent Skills (Jonas Weinert) | CC0-1.0 per the repo LICENSE file and README ("CC0 1.0 — public domain"); GitHub's API reports the licence as NOASSERTION / "Other" — record both |
11 | econ-agent-skills | claude-code cursor codex gemini-cli |
| Econ Research Skills (Hanlu Long) | PolyForm-Noncommercial-1.0.0 (econ-review); MIT (econ-slides, econ-write) |
4 | — | claude-code codex |
| econ-skills (zbsaygin) | MIT |
7 | econ-skills | claude-code |
| EconTools | MIT |
6 | econtools | claude-code codex |
| EvoSkills | Apache-2.0 |
14 | evoscientist | claude-code codex agnostic |
| 100xOS shared skills | private (curator-owned) |
133 | e2er | claude-code |
| Research Idea Evaluation Pipeline (Alejandro Lopez-Lira) | none |
8 | — | agnostic claude-code cursor codex |
| MixtapeTools (Scott Cunningham) | informal permission in README ("Use freely. Attribution appreciated but not required."); no licence file |
10 | — | claude-code |
| Prose Revision (h/t Anthony Lee Zhang) | MIT |
1 | — | claude-code agnostic |
| Pedro Sant'Anna's Claude Code Workflow | MIT |
79 | — | claude-code |
| Research Paper Writing Skills | MIT |
1 | research-paper-writing-skills | claude-code codex gemini-cli agnostic |
| Strategic Revision (jusi-aalto) | none |
1 | — | claude-code |
| Theorist Toolbox | MIT |
12 | — | claude-code codex |
| Thinking with Agents econ skills (Emily Beam and Erkmen Aslim) | CC-BY-4.0 (repo LICENSE, "Creative Commons Attribution 4.0 International, Copyright (c) 2026 Emily Beam") |
9 | — | claude-code cursor agnostic |
All skills
| Skill | Pack | Field | Category | Stages | Description | Detail | Source |
|---|---|---|---|---|---|---|---|
/challenge | Pedro Sant'Anna's Claude Code Workflow | economics | analysis | data-analysis | Stress-tests a finding against the analysis forks not taken (measures, sample filters, controls, clustering, weighting, functional form) by running and reporting the specification grid. | view | ↗ |
/data-analysis | Pedro Sant'Anna's Claude Code Workflow | economics | analysis | data-analysis | — | view | ↗ |
/data-scientist | DAAF — Data Analyst Augmentation Framework (Brian Heseung Kim) | general | analysis | research-design data-analysis | Method-selection hub for quantitative work covering EDA, validation, causal designs (IV, DiD, RD, synthetic control), unsupervised and supervised ML, spatial and network analysis and visualisation. Holds the routing tree that sends each method to the matching Python or R library skill before any code is written. | view | ↗ |
/diagnose | Pedro Sant'Anna's Claude Code Workflow | economics | analysis | data-analysis code-generation | Root-causes a failing or wrong empirical result with a reproduce, minimise, hypothesise, instrument, fix loop tuned for R, Stata and Python research code. | view | ↗ |
/factor-construction | ai-asset-pricing (Alex Dickerson) | finance | analysis | data-analysis research-design | Rules against look-ahead bias when building cross-sectional factors: signal timing, lead-return alignment, monthly and annual (Fama-French style) rebalancing, breakpoint choices to ask the user about, and post-construction diagnostics. | view | ↗ |
/fixest | DAAF — Data Analyst Augmentation Framework (Brian Heseung Kim) | econometrics | analysis | data-analysis code-generation | R guide to fixest for high-dimensional fixed-effects OLS, Poisson and GLM models, IV, TWFE and Sun-Abraham event studies, clustered standard errors and etable or iplot output, with routing to plm and r-stats for other model classes. | view | ↗ |
/geopandas | DAAF — Data Analyst Augmentation Framework (Brian Heseung Kim) | general | analysis | data-analysis code-generation | Python guide to geopandas for spatial data: GeoDataFrames, spatial joins, coordinate reference systems, choropleth and interactive maps, and PySAL spatial statistics. | view | ↗ |
/igraph | DAAF — Data Analyst Augmentation Framework (Brian Heseung Kim) | general | analysis | data-analysis code-generation | Python guide to network analysis with python-igraph: graphs from Polars edge lists, centrality, seeded community detection (Leiden, Louvain, walktrap), paths and components, bipartite projection and static plots. | view | ↗ |
/igraph-r | DAAF — Data Analyst Augmentation Framework (Brian Heseung Kim) | general | analysis | data-analysis code-generation | R guide to network analysis with igraph through tidygraph and ggraph: building graphs from edge lists, centrality measures, seeded community detection, paths, bipartite projection and seeded layouts for figures. | view | ↗ |
/linearmodels | DAAF — Data Analyst Augmentation Framework (Brian Heseung Kim) | econometrics | analysis | data-analysis code-generation | Python guide to linearmodels for panel estimators (fixed, random and between effects, Fama-MacBeth), IV by 2SLS, LIML and GMM, SUR and 3SLS systems, and Driscoll-Kraay standard errors. | view | ↗ |
/plm | DAAF — Data Analyst Augmentation Framework (Brian Heseung Kim) | econometrics | analysis | data-analysis code-generation | R guide to plm panel models (within, random, between, first difference, Fama-MacBeth), Hausman and panel unit-root tests, plus estimatr for robust inference and lme4 for mixed effects. | view | ↗ |
/pybondlab-report | ai-asset-pricing (Alex Dickerson) | finance | analysis | data-analysis | Writes a structured results report after each PyBondLab portfolio-formation run, using a fixed naming convention for strategies. | view | ↗ |
/pyfixest | DAAF — Data Analyst Augmentation Framework (Brian Heseung Kim) | econometrics | analysis | data-analysis code-generation | Python guide to pyfixest for high-dimensional fixed-effects OLS, Poisson and IV, difference-in-differences via TWFE, did2s and Sun-Abraham, clustered standard errors and etable or iplot reporting. | view | ↗ |
/python-panel-data | Econ Agent Skills (Jonas Weinert) | econometrics | analysis | data-analysis code-generation | Panel and causal-inference code in Python via pyfixest, linearmodels.PanelOLS, and statsmodels, with correct fixed effects, two-way clustering, IV2SLS, event studies through `sunab`, weak-IV diagnostics, and the wildboottest package below 30 clusters. Unusually candid about the ecosystem gap: for Callaway-Sant'Anna, Borusyak-Jaravel-Spiess, or de Chaisemartin-D'Haultfoeuille it routes the user to the R or Stata skill (or rpy2) rather than improvising, and documents the cross-language jump in the decisions log. | view | ↗ |
/r-econometrics | Econ Agent Skills (Jonas Weinert) | econometrics | analysis | data-analysis code-generation | Modern reproducible R for causal inference and panel econometrics built on fixest, with a decision tree that routes staggered adoption away from plain TWFE to Callaway-Sant'Anna (the default), Sun-Abraham, Borusyak-Jaravel-Spiess, or de Chaisemartin-D'Haultfoeuille and asks for at least two estimators when possible. IV gets weak-IV-robust Anderson-Rubin confidence sets rather than a first-stage F threshold, sharp RDD gets rdrobust at the MSE-optimal bandwidth with h/2, h, 2h sensitivity, and fewer than 30 clusters gets wild cluster bootstrap via fwildclusterboot. | view | ↗ |
/r-stats | DAAF — Data Analyst Augmentation Framework (Brian Heseung Kim) | econometrics | analysis | data-analysis code-generation | R guide to base-R modelling with lm and glm (OLS, WLS, logit, probit, Poisson, negative binomial), robust and clustered errors via sandwich and lmtest, diagnostics via car and tidy output via broom. | view | ↗ |
/run | ai-asset-pricing (Alex Dickerson) | finance | analysis | data-analysis code-generation | Shortcut that runs single or batch PyBondLab portfolio sorts on the Dickerson bond data straight from Bash, bypassing the orchestrator agent, with templates for single sorts and within-firm sorts. | view | ↗ |
/scikit-learn | DAAF — Data Analyst Augmentation Framework (Brian Heseung Kim) | general | analysis | data-analysis code-generation | Python guide to scikit-learn for clustering, dimension reduction (PCA, t-SNE, UMAP), classification, penalised and ensemble prediction, cross-validation and Pipelines, routing econometric regression elsewhere. | view | ↗ |
/sf-terra | DAAF — Data Analyst Augmentation Framework (Brian Heseung Kim) | general | analysis | data-analysis code-generation | R guide to spatial analysis with sf vectors and terra rasters, spdep and spatialreg spatial statistics, leaflet maps and geom_sf choropleths, including CRS handling and spatial joins. | view | ↗ |
/simulation-study | Pedro Sant'Anna's Claude Code Workflow | economics | analysis | formal-modeling code-generation | Scaffolds and runs a reproducible Monte Carlo simulation study in R (DGP, estimator grid, seeded replications), reporting bias, RMSE, coverage and size/power with Monte Carlo standard errors. | view | ↗ |
/stata-regression | Econ Agent Skills (Jonas Weinert) | econometrics | analysis | data-analysis code-generation | Stata regression workflows on DIME Analytics conventions (ietoolkit, iefolder, a master do-file, ieboilstart, dynamic absolute path globals, iebaltab for balance, esttab for output) with modern estimators as the default: reghdfe for fixed effects, csdid / eventstudyinteract / did_imputation / jwdid for staggered DiD, ivreg2 with `weakid` plus weakivtest for weak instruments, boottest when clusters are few, and rdrobust for RDD. Every table is written to file by code — never copy-pasted from the console. | view | ↗ |
/statsmodels | DAAF — Data Analyst Augmentation Framework (Brian Heseung Kim) | econometrics | analysis | data-analysis code-generation | Python guide to statsmodels for OLS, WLS and GLS, GLMs, ARIMA and VAR time series, mixed effects and diagnostics through the formula API, for models without high-dimensional fixed effects. | view | ↗ |
/survey-r | DAAF — Data Analyst Augmentation Framework (Brian Heseung Kim) | social-sciences | analysis | data-analysis code-generation | R guide to Lumley's survey package: survey designs, weighted means and totals, svyglm, domain estimates and replicate weights, with the warning that lm with weights is not survey analysis. | view | ↗ |
/svy | DAAF — Data Analyst Augmentation Framework (Brian Heseung Kim) | social-sciences | analysis | data-analysis code-generation | Python guide to the Polars-native svy package for complex samples (strata, PSUs, weights, Taylor and replicate variance, survey GLMs, calibration), warning that WLS or clustered errors are not substitutes for design-based inference. | view | ↗ |
/tidymodels | DAAF — Data Analyst Augmentation Framework (Brian Heseung Kim) | general | analysis | data-analysis code-generation | R guide to machine learning with tidymodels (recipes, parsnip, workflows, tune, rsample) using ranger, glmnet, xgboost and kknn engines, plus model interpretation, fairness checks and UMAP. | view | ↗ |
Full-empirical-analysis-skill | Auto-Empirical Research Skills (AERS) — first-party skills | economics | analysis | data-analysis code-generation | Classical 8-step end-to-end empirical workflow in the traditional Python stack (pandas/statsmodels/linearmodels/pyfixest/econml) — cleaning through publication tables/figures in AER house style, with epidemiology and ML-causal parallel modes; the non-StatsPAI, estimator-explicit counterpart. | view | ↗ |
Full-empirical-analysis-skill-R | Auto-Empirical Research Skills (AERS) — first-party skills | economics | analysis | data-analysis code-generation | Same 8-step empirical pipeline in the tidyverse + fixest R ecosystem — did/HonestDiD/rdrobust/gsynth/MatchIt/grf/DoubleML estimation with modelsummary/gt/ggplot2 publication outputs and Quarto reproducibility; epidemiology and ML-causal modes included. | view | ↗ |
Full-empirical-analysis-skill-Stata | Auto-Empirical Research Skills (AERS) — first-party skills | economics | analysis | data-analysis code-generation | Same 8-step empirical pipeline as a reproducible Stata .do workflow — reghdfe/ivreg2/csdid/did_imputation/sdid/rdrobust/synth/psmatch2 estimation, bacondecomp/honestdid/rwolf/oster robustness, esttab/coefplot outputs; epidemiology and ML-causal modes included. | view | ↗ |
StatsPAI_skill | Auto-Empirical Research Skills (AERS) — first-party skills | economics | analysis | data-analysis code-generation | Full empirical/causal analysis in Python via the StatsPAI vertical engine — AER/QJE-style DID/RD/IV/SCM/DML pipeline with estimating equation + identifying assumption, Table 1/2, event-study figure, robustness gauntlet; plus epidemiology, ML-causal, and Oaxaca-style decomposition modes and Word/Excel/LaTeX table export. | view | ↗ |
aer-robustness | Auto-Empirical Research Skills (AERS) — first-party skills | economics | analysis | data-analysis | Builds the robustness, heterogeneity, mechanism, and placebo battery AER referees demand, once main results exist and before the introduction's value-added paragraph is written. | view | ↗ |
aer-statspai | Auto-Empirical Research Skills (AERS) — first-party skills | economics | analysis | data-analysis code-generation | Runs the AER-track analysis with StatsPAI — the agent-native Python engine and MCP server for causal inference, robustness, sensitivity, and publication-ready table export — after aer-identification fixes the design. | view | ↗ |
analyze | Clo-Author skills | — | analysis | data-analysis | — | view | — |
analyze-results | ARIS skills | — | analysis | data-analysis | — | view | — |
did | 100xOS shared skills | economics | analysis | data-analysis | — | view | — |
event-study-finance | 100xOS shared skills | economics | analysis | data-analysis | — | view | — |
financial-text-nlp | Barrios Skills (John Manuel Barrios) | finance | analysis | data-analysis | Sentiment and stance measurement for 10-K/10-Q MD&A, risk factors, 8-Ks, earnings-call transcripts and central-bank communication, using FinBERT (ProsusAI) as the main classifier and FinVADER as a transparent lexicon robustness check. Its iron law is to define the unit of text and the label before scoring. Scores are tied to accession or transcript IDs, boilerplate dilution is flagged, and the research design must state whether sentiment enters as outcome, covariate or instrument, with NLP error treated as measurement error. | view | ↗ |
iv-estimation | 100xOS shared skills | economics | analysis | data-analysis | — | view | — |
judge-designs | 100xOS shared skills | economics | analysis | data-analysis | — | view | — |
natural-experiments | 100xOS shared skills | economics | analysis | data-analysis | — | view | — |
panel-data | 100xOS shared skills | economics | analysis | data-analysis | — | view | — |
pyfixest | Barrios Skills (John Manuel Barrios) | econometrics | analysis | data-analysis code-generation | High-dimensional fixed-effects estimation in Python with pyfixest (fixest/reghdfe grammar) for firm-year and firm-quarter panels: multi-way FE with firm clustering, fixest-style multiple specifications, IV with FE, and staggered DiD through did2s and Sun-Abraham instead of naive TWFE. Its iron law is to fix the clustering level and the FE structure before estimating. It adds accounting and finance defaults and `pf.etable` output for journal tables, and routes simple two-way FE work to `python-panel-data` and R/Stata users to the sibling skills. | view | ↗ |
python-panel-data | awesome-econ-ai-stuff (Antonio Mele) | econometrics | analysis | data-analysis | Panel data analysis with Python using linearmodels and pandas. | view | ↗ |
qje-robustness | Awesome Journal Skills (AJS) | economics | analysis | data-analysis | Plans and prioritizes the robustness suite and online appendix QJE referees expect, exploiting the journal's no-page-limit norm, without changing the core identification design. | view | ↗ |
r-econometrics | awesome-econ-ai-stuff (Antonio Mele) | econometrics | analysis | data-analysis | Run IV, DiD, and RDD analyses in R with proper diagnostics. | view | ↗ |
rdd | 100xOS shared skills | economics | analysis | data-analysis | — | view | — |
rt-execution-bridge | Awesome Journal Skills (AJS) | economics | analysis | data-analysis code-generation | Runs and audits the empirical analysis rather than just advising — maps a DiD/IV/RDD/synthetic-control/DML design to the concrete StatsPAI / Stata MCP tools in the environment and reports the fitted, audited number. | view | ↗ |
sensitivity | 100xOS shared skills | economics | analysis | data-analysis | — | view | — |
shift-share | 100xOS shared skills | economics | analysis | data-analysis | — | view | — |
stata-regression | awesome-econ-ai-stuff (Antonio Mele) | econometrics | analysis | data-analysis | Run regression analyses in Stata with publication-ready output tables. | view | ↗ |
statistical-reporting | AutoResearchClaw skills | — | analysis | data-analysis | — | view | — |
time-series | 100xOS shared skills | economics | analysis | data-analysis | — | view | — |
weak-instruments | 100xOS shared skills | economics | analysis | data-analysis | — | view | — |
/audit-analysis | AI Research Feedback (Claes Bäckman) | economics | audit | code-generation data-analysis | Hands a diff of changed empirical code to an isolated subagent instructed to break it: N before and after every filter, merge, and collapse taken from logs; merge keys, uniqueness, and the fate of unmatched observations; variable units, logs versus levels, deflation, lag alignment; silent failures such as missings coerced to zero, `destring ... force`, and `fillna(0)`; and the clustering level and what the fixed effects absorb. Every finding must quote a file and line and is tagged CONFIRMED or SUSPECTED; nothing is written to the repository. | view | ↗ |
/audit-captions | ai-asset-pricing (Alex Dickerson) | finance | audit | revision-editing | Checks every table and figure caption in a paper for consistent language, notation and formatting and reports findings by severity. | view | ↗ |
/audit-econ | econ-skills (zbsaygin) | economics | audit | revision-editing | Audits economics research for correctness — math derivations, econometrics, code, data, proofs — by dispatching independent sub-agents, orchestrating a Delphi consensus, and presenting severity-sorted findings with a managed fix workflow. | view | ↗ |
/audit-math | ai-asset-pricing (Alex Dickerson) | finance | audit | formal-modeling referee-simulation | Adversarial pass over the proofs, derivations and formal environments of a paper, reporting errors and gaps by severity. | view | ↗ |
/audit-section | ai-asset-pricing (Alex Dickerson) | finance | audit | revision-editing | Deep audit of one section of a paper for style, factual accuracy, citations and logical flow. | view | ↗ |
/blast-radius | Pedro Sant'Anna's Claude Code Workflow | economics | audit | code-generation | Before and after changing anything shared (a function, signature, schema, config default or constant), finds every consumer and runs it to catch silent downstream breakage. | view | ↗ |
/check-consistency | ai-asset-pricing (Alex Dickerson) | finance | audit | revision-editing | Fast scan across sections for inconsistent numbers, terminology and cross-references. | view | ↗ |
/codex-math | Theorist Toolbox | economics | audit | formal-modeling | Drives OpenAI Codex as an adversarial mathematical co-processor — verify, write, and explore modes; every output is a lead, not a verdict. | view | ↗ |
/creative-verification | DAAF — Data Analyst Augmentation Framework (Brian Heseung Kim) | general | audit | data-analysis research-design | Turns a researcher's doubt about a finding into competing explanations and pre-specified discriminating tests, drawn from 12 challenge families organised by validity type, with sensitivity statistics, pre-committed interpretation rules and anti-fishing guardrails. The results go into a hypothesis and evidence ledger in place of line-by-line code review. | view | ↗ |
/credible-claims | Pedro Sant'Anna's Claude Code Workflow | economics | audit | research-design | Research-brief and claim-record discipline for AI-assisted research: write the brief before a long run, and back every reported result with a claim record. | view | ↗ |
/deep-audit | Pedro Sant'Anna's Claude Code Workflow | economics | audit | referee-simulation | Adversarial audit of a theory, proof, paper, codebase or set of claims: independent skeptics must return concrete defects, a separate judge adjudicates each, confirmed defects are fixed and re-verified. | view | ↗ |
/differential-audit | Pedro Sant'Anna's Claude Code Workflow | economics | audit | replication | Compares two implementations of the same thing (a port, reimplementation, replication package or refactor) with frozen inputs and a full output inventory so agreement is meaningful. | view | ↗ |
/disclosure-check | Pedro Sant'Anna's Claude Code Workflow | economics | audit | dissemination | Pre-screens tables, figures and logs built on restricted data for statistical-disclosure problems (small cells, suppression gaps, dominance, re-identification risk) before release. | view | ↗ |
/econ-audit | Thinking with Agents econ skills (Emily Beam and Erkmen Aslim) | econometrics | audit | data-analysis referee-simulation | Adversarial review of analysis code in Stata, R or Python that looks for errors which run cleanly but give wrong answers: misspecification, wrong clustering, bad controls and silent failures, together with an identification and design assessment and a specification table. | view | ↗ |
/full-paper-audit | ai-asset-pricing (Alex Dickerson) | finance | audit | referee-simulation revision-editing | Runs the section audits across the whole paper, checking cross-section consistency, every citation and all style issues. | view | ↗ |
/kris | EconTools | economics | audit | revision-editing | Catches hallucinated and chimeric .bib entries by running Claude and Codex (GPT-5.4) as two genuinely independent verification methods (API-cascade cross-checking vs. DOI/landing-page/Retraction-Watch/ORCID/Internet-Archive checks), randomly assigning references so no fixed pair shares a batch, then staging an adversarial challenge round on disagreements before producing an evidence-backed scorecard. | view | ↗ |
/pipeline-audit | Thinking with Agents econ skills (Emily Beam and Erkmen Aslim) | economics | audit | data-analysis replication | Adversarial audit of a data pipeline that checks variable construction, sample restrictions and analytical choices against the pre-analysis plan and grades findings as red, orange or yellow flags. | view | ↗ |
/qa-quarto | Pedro Sant'Anna's Claude Code Workflow | economics | audit | referee-simulation | — | view | ↗ |
/r-package-check | Pedro Sant'Anna's Claude Code Workflow | economics | audit | code-generation | Runs the full R package release gate (docs, tests, R CMD check --as-cran) and triages every ERROR, WARNING and NOTE against CRAN policy. | view | ↗ |
/review-paper-checks | AI Research Feedback (Claes Bäckman) | economics | audit | revision-editing | Three-agent check for what is wrong rather than what is debatable: misspellings and grammar, numbers in the text that disagree with the tables, terminology and sample drift, cross-references and citations that point to nothing, and claims the design does not license. Issues no contribution or publication judgment, and afterwards offers to apply only the unambiguous fixes to the .tex files. | view | ↗ |
/vaccinate | Pedro Sant'Anna's Claude Code Workflow | economics | audit | Qualifies a checker before trusting it: seeds known defects into a copy of a real artifact plus a clean control and reports recall and false-positive rate. | view | ↗ | |
/validate-bib | Pedro Sant'Anna's Claude Code Workflow | economics | audit | referee-simulation | — | view | ↗ |
/verify-artifact | Pedro Sant'Anna's Claude Code Workflow | economics | audit | dissemination | Proves a file about to be sent or published is the intended one: rebuild from source, integrity check, diff against source, and recipient echo-back. | view | ↗ |
/verify-citations | ai-asset-pricing (Alex Dickerson) | finance | audit | literature-discovery revision-editing | Checks that every citation key in the LaTeX files exists in the .bib file and verifies the references through Perplexity. | view | ↗ |
/verify-claims | Pedro Sant'Anna's Claude Code Workflow | economics | audit | referee-simulation | — | view | ↗ |
aer-consistency | Auto-Empirical Research Skills (AERS) — first-party skills | economics | audit | revision-editing | Internal-consistency audit of a near-final manuscript: headline numbers across abstract/introduction/results/tables, sample sizes, log-point vs percentage-point conversions, cross-references, and citation-bibliography matching. | view | ↗ |
agent:claim-verifier | Pedro Sant'Anna's Claude Code Workflow | economics | audit | referee-simulation | — | view | ↗ |
agent:lean-prover | Theorist Toolbox | economics | audit | formal-modeling | Formalises a lemma in Lean 4 and verifies it with lake build — a green build is the strongest "proven" the system supports; the reviewer re-runs the build rather than re-checking the mathematics. | view | ↗ |
agent:quarto-critic | Pedro Sant'Anna's Claude Code Workflow | economics | audit | referee-simulation | — | view | ↗ |
agent:verifier | Pedro Sant'Anna's Claude Code Workflow | economics | audit | referee-simulation | — | view | ↗ |
anti-slop | 100xOS shared skills | economics | audit | referee-simulation | — | view | — |
argument-audit | 100xOS shared skills | economics | audit | referee-simulation | — | view | — |
bibcheck | MixtapeTools (Scott Cunningham) | — | audit | Audits a .bib file by giving each citation to its own narrowly scoped agent, which confirms the DOI or URL and checks that every field belongs to the same paper, catching mismatched or invented references. | — | ↗ | |
citation-audit | ARIS skills | — | audit | referee-simulation | — | view | — |
claims-drafting | ARIS skills | — | audit | referee-simulation | — | view | — |
creative-ideation | 100xOS shared skills | economics | audit | referee-simulation | — | view | — |
experiment-audit | ARIS skills | — | audit | referee-simulation | — | view | — |
identification-strategy | 100xOS shared skills | economics | audit | referee-simulation | — | view | — |
novelty-check | ARIS skills | — | audit | referee-simulation | — | view | — |
novelty-positioning | 100xOS shared skills | economics | audit | referee-simulation | — | view | — |
paper-claim-audit | ARIS skills | — | audit | referee-simulation | — | view | — |
patent-novelty-check | ARIS skills | — | audit | referee-simulation | — | view | — |
result-to-claim | ARIS skills | — | audit | referee-simulation | — | view | — |
verify_lit_review_prompt.txt | Research Idea Evaluation Pipeline (Alejandro Lopez-Lira) | finance | audit | literature-discovery | Checks each citation in the generated literature review against the web, correcting wrong bibliographic details and removing papers that cannot be found. | — | ↗ |
/python-r-translation | DAAF — Data Analyst Augmentation Framework (Brian Heseung Kim) | general | code-gen | code-generation | Maps Python data-analysis idioms (polars, plotnine, pyfixest, statsmodels, svy, geopandas) to their R counterparts, with the main paradigm differences and a protocol for annotating R pipelines with Python equivalents for Python-trained users. | view | ↗ |
/r-python-translation | DAAF — Data Analyst Augmentation Framework (Brian Heseung Kim) | general | code-gen | code-generation | Maps R packages (tidyverse, ggplot2, fixest, survey, sf, plm) to Python equivalents, with paradigm differences and an annotation protocol that adds R-equivalent comments to Python code for R-trained users. | view | ↗ |
/stata-python-translation | DAAF — Data Analyst Augmentation Framework (Brian Heseung Kim) | econometrics | code-gen | code-generation | Maps Stata commands (reghdfe, xtreg, ivregress, margins, esttab, svy) to Python with polars, pyfixest, statsmodels and svy, with paradigm differences and Stata-equivalent code comments for Stata-trained users. | view | ↗ |
/stata-r-translation | DAAF — Data Analyst Augmentation Framework (Brian Heseung Kim) | econometrics | code-gen | code-generation | Maps Stata commands (reghdfe, xtreg, ivregress, margins, esttab, svy) to R with fixest, plm, survey, marginaleffects and modelsummary, with paradigm differences and Stata-equivalent code comments. | view | ↗ |
/stata-replication | Pedro Sant'Anna's Claude Code Workflow | economics | code-gen | code-generation data-analysis | End-to-end Stata pipeline: numbered .do files run through the stata-mcp server, logged outputs, and publication-ready esttab tables and exported figures. | view | ↗ |
agent:coder | Theorist Toolbox | economics | code-gen | code-generation | Python for computational exploration and numerical verification, with mandatory tests and golden values; cannot complete until tests pass and a reviewer accepts. | view | ↗ |
code-simplifier | awesome-econ-ai-stuff (Antonio Mele) | general | code-gen | code-generation | Streamlines and improves code clarity and consistency. | view | ↗ |
experiment-bridge | ARIS skills | — | code-gen | code-generation | — | view | — |
experiment-craft | EvoSkills | — | code-gen | code-generation | Experiment design and code crafting | view | — |
experiment-iterative-coder | EvoSkills | — | code-gen | code-generation | Iterative coding loop for experimentation | view | — |
experiment-pipeline | EvoSkills | — | code-gen | code-generation | End-to-end experiment pipeline orchestration | view | — |
experiment-queue | ARIS skills | — | code-gen | code-generation | — | view | — |
skills-codex | ARIS skills | — | code-gen | code-generation | — | view | — |
techdebt | awesome-econ-ai-stuff (Antonio Mele) | general | code-gen | code-generation | Identifies and resolves code quality issues and maintenance concerns. | view | ↗ |
/api-data-fetcher | Econ Agent Skills (Jonas Weinert) | economics | data-handling | data-acquisition | Builds reproducible Python acquisition pipelines for economic APIs (FRED, World Bank, BLS, OECD SDMX, IMF, Eurostat, Yahoo Finance) with DIME conventions ported to Python: an immutable `data/raw/` layer written with vintage suffixes, a `run_all.py` master orchestrator, dynamic absolute paths via pathlib, API keys treated as PII and read only from env vars, content-addressed deterministic caching, and a source codebook recording series ID, units, frequency, transformation, vintage, and access date. | view | ↗ |
/bond-data | ai-asset-pricing (Alex Dickerson) | finance | data-handling | data-acquisition data-analysis | Reference for the Dickerson corporate bond dataset as used with PyBondLab: WRDS-to-PyBondLab column mapping, alternative return columns, value-weight choices, the 1-22 rating encoding, signal clusters and known data traps. | view | ↗ |
/data-dictionary | Thinking with Agents econ skills (Emily Beam and Erkmen Aslim) | economics | data-handling | data-analysis | Generates a codebook from a Stata .dta file in summary, full or analysis-ready mode: variable list, summary statistics, value labels, string variables and high-missingness flags. | view | ↗ |
/education-data-context | DAAF — Data Analyst Augmentation Framework (Brian Heseung Kim) | social-sciences | data-handling | data-acquisition data-analysis | Interpretation rules for Urban Institute Education Data Portal data: integer-coded categoricals, the -1/-2/-3 missing codes, year and grade conventions (grade -1 means Pre-K), suppression, licensing and cross-source join keys. Meant to be loaded before any Portal analysis and routes to the per-source skills. | view | ↗ |
/education-data-explorer | DAAF — Data Analyst Augmentation Framework (Brian Heseung Kim) | social-sciences | data-handling | data-acquisition | Read-only discovery reference that maps a research question to the Education Data mirror files that answer it, giving path, row grain, year coverage, key variables and join keys for 14 sources at a pinned mirror vintage. Used before education-data-query, which handles retrieval. | view | ↗ |
/education-data-query | DAAF — Data Analyst Augmentation Framework (Brian Heseung Kim) | social-sciences | data-handling | data-acquisition | Fetch-script guidance for downloading education datasets from the configured parquet or CSV mirrors with local Polars filtering, including pinning a fetch to a versioned mirror vintage for reproducibility. | view | ↗ |
/education-data-source-campus-safety | DAAF — Data Analyst Augmentation Framework (Brian Heseung Kim) | social-sciences | data-handling | data-acquisition | Source guide to Clery Act campus crime and fire-safety data, keyed by IPEDS unitid, with the warning that the Portal carries only hate-crime tables (2005-2021) and the other offence tables must come from the Education Department directly. | view | ↗ |
/education-data-source-ccd | DAAF — Data Analyst Augmentation Framework (Brian Heseung Kim) | social-sciences | data-handling | data-acquisition | Source guide to the Common Core of Data, the federal universe of U.S. public K-12 schools and districts, covering its components (enrollment, staffing, finance, directory), coverage from 1986, and pitfalls such as the exclusion of private and postsecondary schools. | view | ↗ |
/education-data-source-crdc | DAAF — Data Analyst Augmentation Framework (Brian Heseung Kim) | social-sciences | data-handling | data-acquisition | Source guide to the Civil Rights Data Collection on discipline, course access, harassment and restraint by race, sex, disability and English-learner status, with notes on which years are universe collections and on the COVID-affected 2020-21 wave. | view | ↗ |
/education-data-source-eada | DAAF — Data Analyst Augmentation Framework (Brian Heseung Kim) | social-sciences | data-handling | data-acquisition | Source guide to Equity in Athletics college sports data (participation, coaching, salaries, expenses, revenue and aid by gender), stressing that it is not Title IX compliance data and needs an IPEDS join for institution type. | view | ↗ |
/education-data-source-edfacts | DAAF — Data Analyst Augmentation Framework (Brian Heseung Kim) | social-sciences | data-handling | data-acquisition | Source guide to EDFacts assessment proficiency, graduation-rate and accountability data for schools and districts (2009-2020), with a prominent warning that proficiency cannot be compared across states. | view | ↗ |
/education-data-source-fsa | DAAF — Data Analyst Augmentation Framework (Brian Heseung Kim) | social-sciences | data-handling | data-acquisition | Source guide to institution-level Federal Student Aid data (Pell, Direct and PLUS loans, campus-based aid, financial responsibility scores and 90/10 metrics, 1999-2021), with a truth hierarchy for conflicting sources and join guidance. | view | ↗ |
/education-data-source-ipeds | DAAF — Data Analyst Augmentation Framework (Brian Heseung Kim) | social-sciences | data-handling | data-acquisition | Source guide to IPEDS, the main federal postsecondary dataset, across its survey components (enrollment, completions, graduation rates, finance, aid, admissions, staff), with caveats on first-time full-time graduation rates and GASB versus FASB finance data. | view | ↗ |
/education-data-source-meps | DAAF — Data Analyst Augmentation Framework (Brian Heseung Kim) | social-sciences | data-handling | data-acquisition | Source guide to the Urban Institute's Model Estimates of Poverty in Schools, a modelled school-level poverty share offered as a more consistent alternative to free and reduced-price lunch counts distorted by community eligibility. | view | ↗ |
/education-data-source-nacubo | DAAF — Data Analyst Augmentation Framework (Brian Heseung Kim) | social-sciences | data-handling | data-acquisition | Source guide to the NACUBO endowment data in the Portal, which carries only seven columns (total endowment, per-FTE value, year-on-year change) for about 650 institutions, and points to IPEDS finance for full coverage. | view | ↗ |
/education-data-source-nccs | DAAF — Data Analyst Augmentation Framework (Brian Heseung Kim) | social-sciences | data-handling | data-acquisition | Source guide to IRS Form 990 financial data for private nonprofit colleges as matched to IPEDS in the Portal (1993-2016), with how it differs from IPEDS finance and why public institutions are absent. | view | ↗ |
/education-data-source-nhgis | DAAF — Data Analyst Augmentation Framework (Brian Heseung Kim) | social-sciences | data-handling | data-acquisition | Source guide to the NHGIS geography linkage tables that attach schools and colleges to census tracts, block groups and CBSAs, noting that the Portal holds only the crosswalks and census demographics must be extracted from IPUMS NHGIS separately. | view | ↗ |
/education-data-source-pseo | DAAF — Data Analyst Augmentation Framework (Brian Heseung Kim) | social-sciences | data-handling | data-acquisition | Source guide to Census Post-Secondary Employment Outcomes, graduate earnings percentiles one, five and ten years out by institution, degree and field from LEHD wage records, with its partial and changing institutional coverage. | view | ↗ |
/education-data-source-saipe | DAAF — Data Analyst Augmentation Framework (Brian Heseung Kim) | social-sciences | data-handling | data-acquisition | Source guide to Census Small Area Income and Poverty Estimates for school districts, with the lag, the absence of race breakdowns at district level and when to switch to ACS five-year estimates. | view | ↗ |
/education-data-source-scorecard | DAAF — Data Analyst Augmentation Framework (Brian Heseung Kim) | social-sciences | data-handling | data-acquisition | Source guide to College Scorecard earnings, repayment and debt outcomes built from aid and tax records, stressing that it tracks only Title IV aid recipients and comparing it with IPEDS. | view | ↗ |
/election-data-source-countypres | DAAF — Data Analyst Augmentation Framework (Brian Heseung Kim) | social-sciences | data-handling | data-acquisition | Source guide to MIT MEDSL county presidential returns 2000-2024 via Harvard Dataverse, whose main pitfall is that filtering on the TOTAL vote mode silently drops about 1,000 counties after 2020; it gives a three-pattern reconstruction of county totals. | view | ↗ |
/find-data | Thinking with Agents econ skills (Emily Beam and Erkmen Aslim) | economics | data-handling | data-acquisition research-design | Searches systematically across source categories for datasets that fit a research question, verifies them, and sorts them into public, needs-processing and restricted-access tiers, with a summary table, suggested combinations and help with download, scraping or access applications. | view | ↗ |
/panel-data-rules | ai-asset-pricing (Alex Dickerson) | finance | data-handling | data-analysis code-generation | Eight rules for CRSP and Compustat panels: gap-checked lags and leads, accounting-data timing, CCM linking, universe filters and winsorisation to confirm with the user, Compustat missing values, book-equity hierarchies and quarterly-data traps. | view | ↗ |
/polars | DAAF — Data Analyst Augmentation Framework (Brian Heseung Kim) | general | data-handling | data-analysis code-generation | Python guide to Polars, DAAF's default DataFrame library, covering lazy and eager execution, expressions, Parquet and CSV I/O, joins and aggregations, performance patterns, anti-patterns and migration from pandas. | view | ↗ |
/stata-data-cleaning | Econ Agent Skills (Jonas Weinert) | economics | data-handling | data-analysis | Generates DIME-conventional Stata cleaning workflows — ieboilstart, the iefolder DataWork structure, `iecodebook template`/`apply` for repetitive renames and recodes, ieduplicates and iecompdup for duplicate resolution, extended missing values for survey codes, numerically stored labelled categoricals, isid and assert validation, encryption for PII. Follows DIME's rule of identifying and documenting irregularities before correcting them, because many fixes depend on design choices the PI owns. | view | ↗ |
/synthetic-data-workflow | DAAF — Data Analyst Augmentation Framework (Brian Heseung Kim) | general | data-handling | data-acquisition code-generation | Workflow for sensitive data that must never enter the container: the user profiles it locally at one of four disclosure tiers, only the summary report crosses over, and DAAF builds a synthetic scaffold dataset and data skill from it, checked by three separate QA passes. | view | ↗ |
/tidyverse | DAAF — Data Analyst Augmentation Framework (Brian Heseung Kim) | general | data-handling | data-analysis code-generation | R guide to data manipulation with dplyr, tidyr, readr, purrr, stringr, forcats and lubridate, Parquet via arrow, and data.table for speed. | view | ↗ |
/working-with-data | Econ Agent Skills (Jonas Weinert) | economics | data-handling | data-acquisition data-analysis | The foundational data discipline every other skill in the pack assumes: state and assert the unit of analysis before any merge, regression, or figure; treat an ID as a contract (unique, non-missing, immutable, type-stable, documented); declare merge cardinality up front and inspect every non-match, with no such thing as a safe m:m; keep `data/raw/` write-once; log every filter with N before and after; and maintain one master dataset per unit of observation. Gives parallel patterns for Stata, R, and pandas. | view | ↗ |
/wrds-psql | ai-asset-pricing (Alex Dickerson) | finance | data-handling | data-acquisition | Querying WRDS PostgreSQL from the local machine with psql and a .pgpass file: single-line command rule, query patterns, CSV and Parquet export, schema discovery and large extractions. Adapted from Piotr Orlowski's claude-wrds-public wrds-psql skill (0.470 word-sequence similarity). | — | ↗ |
/wrds-psql | Claude Code WRDS Toolkit (Piotr Orłowski) | finance | data-handling | data-acquisition | Connection and query conventions for hitting WRDS PostgreSQL from the local machine with stored credentials, including how to shape commands so they run without approval prompts and how to export large extracts. | — | ↗ |
/wrds-schema | ai-asset-pricing (Alex Dickerson) | finance | data-handling | data-acquisition | Preloads WRDS schema knowledge (tables, columns, join keys, known traps) for CRSP, Compustat, OptionMetrics and TAQ. Piotr Orlowski's claude-wrds-public wrds-schema skill (0.857 word-sequence similarity) extended with JKP global factor and Dickerson bond schemas. | — | ↗ |
/wrds-schema | Claude Code WRDS Toolkit (Piotr Orłowski) | finance | data-handling | data-acquisition | Session-start helper that has the specialist agents query table and column metadata for the chosen WRDS databases and return a compact reference card, so later queries need fewer exploratory round-trips. | — | ↗ |
api-data-fetcher | awesome-econ-ai-stuff (Antonio Mele) | economics | data-handling | data-acquisition | Fetch economic data from FRED, World Bank, and other APIs. | view | ↗ |
blockchain | 100xOS shared skills | economics | data-handling | data-acquisition | — | view | — |
cleaning | 100xOS shared skills | economics | data-handling | data-acquisition | — | view | — |
crsp-wrds-expert | Claude Code WRDS Toolkit (Piotr Orłowski) | finance | data-handling | data-acquisition | Subagent specialised in the CRSP stock files on WRDS, covering returns, price and share adjustments, delisting returns, identifiers, and linking CRSP to Compustat fundamentals through the CCM table, all via PostgreSQL. | — | ↗ |
crypto-defi | 100xOS shared skills | economics | data-handling | data-acquisition | — | view | — |
figure-spec | 100xOS shared skills | economics | data-handling | data-acquisition | — | view | — |
fred-api | 100xOS shared skills | economics | data-handling | data-acquisition | — | view | — |
optionmetrics-wrds-expert | Claude Code WRDS Toolkit (Piotr Orłowski) | finance | data-handling | data-acquisition | Subagent for OptionMetrics IvyDB extraction on WRDS: option prices, implied volatilities, Greeks, volatility surfaces and standardised options, plus mapping option security IDs to CRSP PERMNOs. | — | ↗ |
public-finance | 100xOS shared skills | economics | data-handling | data-acquisition | — | view | — |
sec-edgar | Barrios Skills (John Manuel Barrios) | accounting | data-handling | data-acquisition | Companion skill for Stefano Amorelli's sec-edgar-mcp (not vendored because it is AGPL). Covers CIK resolution, 10-K/10-Q/8-K retrieval, XBRL financial-statement facts, and Form 3/4/5 insider trades. It sets an iron law of no claim without sample inspection, requires a real SEC User-Agent, and warns that filing date and event date can differ for 8-Ks and that XBRL history is restated, so accession numbers must be pinned for replication. Sends Compustat/CRSP panel work to the `wrds` skill. | view | ↗ |
stata-data-cleaning | awesome-econ-ai-stuff (Antonio Mele) | economics | data-handling | data-acquisition data-analysis | Clean and transform messy data in Stata with reproducible workflows. | view | ↗ |
taq-wrds-expert | Claude Code WRDS Toolkit (Piotr Orłowski) | finance | data-handling | data-acquisition data-analysis | Subagent for NYSE TAQ tick data that writes SAS programs, submits them as batch jobs on the WRDS cloud over SSH, and retrieves results, aimed at tasks such as NBBO spreads, trade filtering and realized variance. | — | ↗ |
visualization | 100xOS shared skills | economics | data-handling | data-acquisition | — | view | — |
web-scrape | Barrios Skills (John Manuel Barrios) | economics | data-handling | data-acquisition literature-discovery | An escalation ladder for research scraping: plain `curl` or `curl_chrome142`, then `curl_yale` over the Yale IP for paywalled JSTOR, ScienceDirect and DOI-redirect PDFs, then browserless `url-scrape`/`url-content` for JavaScript-rendered tables, then Playwright over WebSocket for logins and pagination. Includes batch-download-by-DOI and HTML-table-to-CSV patterns and asks for a success/failure log on bulk pulls. Caveat: built around Yale-specific proxy tooling, and authorship is the least certain of the first-party verdicts (possibly a Yale colleague's). | view | ↗ |
wrds | Barrios Skills (John Manuel Barrios) | finance | data-handling | data-acquisition | WRDS query discipline for Compustat, CRSP, CCM, ExecuComp, ISS, Form 4, TAQ and TRACE, with an "IRON LAW: no query without filter validation first", standard filters (Compustat INDFMT/DATAFMT/POPSRC/CONSOL, the CRSP v2 common-stock screen, Holden-Jacobsen TAQ cleaning, Dick-Nielsen TRACE cleaning), parameterized queries and per-dataset reference files. Prefers the wrds-mcp tools (`wrds_run_sql`, `wrds_get_compustat`, and others) over raw Python connections and stops to walk the user through credentials and the Duo tunnel instead of guessing them. Adapted, uncredited, from Edwin Hu's edwinhu/workflows `wrds` skill (0.744 word-sequence similarity). Barrios added the MCP layer and the TRACE and MCP-setup references. | view | ↗ |
xlsx | Anthropic Skills (foundational) | — | data-handling | data-acquisition | Excel spreadsheet generation | view | — |
/data-management-plan | Pedro Sant'Anna's Claude Code Workflow | economics | design | research-design | Drafts a funder-compliant Data Management Plan (NSF, NIH, ERC, Horizon Europe) covering data description, storage, access, sharing and preservation. | view | ↗ |
/goals-review | claudeblattman (Chris Blattman) | general | design | research-design | Periodic review of personal/research goals | view | ↗ |
/power-analysis | Pedro Sant'Anna's Claude Code Workflow | economics | design | research-design | Computes power, required sample size and minimum detectable effect for a study design (clustered RCTs, multiple arms, simulation-based) and writes a registry-ready power section. | view | ↗ |
/preregister | Pedro Sant'Anna's Claude Code Workflow | economics | design | research-design | — | view | ↗ |
ablation-planner | ARIS skills | — | design | research-design | — | view | — |
aer-identification | Auto-Empirical Research Skills (AERS) — first-party skills | economics | design | research-design | Selects, implements, or stress-tests the causal identification strategy — DID (incl. staggered), IV (incl. weak-IV-robust inference), RDD, synthetic control, shift-share/Bartik — before introduction or results are written. | view | ↗ |
aer-preregistration | Auto-Empirical Research Skills (AERS) — first-party skills | economics | design | research-design | For primary-data and experimental projects, before the intervention: writes the pre-analysis plan, sizes the sample from a power calculation, and registers with the AEA RCT Registry. | view | ↗ |
design-science-researcher | 100xOS shared skills | economics | design | research-design | — | view | — |
economist | 100xOS shared skills | economics | design | research-design | — | view | — |
experiment-plan | ARIS skills | — | design | research-design | — | view | — |
paper-plan | ARIS skills | — | design | research-design | — | view | — |
paper-planning | EvoSkills | — | design | research-design | Paper structure + research plan | view | — |
qje-identification | Awesome Journal Skills (AJS) | economics | design | research-design | Stress-tests the causal identification strategy (RCT, staggered DID, IV, RDD, event study) against the QJE general-interest bar — including the journal-specific credibility ranking and the "novel dataset answering a first-order question" exception — before tables are drafted. | view | ↗ |
researcher | 100xOS shared skills | economics | design | research-design | — | view | — |
sdd | awesome-econ-ai-stuff (Antonio Mele) | general | design | research-design | Spec-driven development framework for structured feature creation. | view | ↗ |
/academic-paper-writer | Econ Agent Skills (Jonas Weinert) | economics | drafting | paper-drafting revision-editing | Drafts and revises economics papers in journal structure on the premise that the identification argument carries the paper — the methods section leads with what variation drives the coefficient, not with the regression equation — and polices causal language, reserving "causes" and "drives" for a defended design and "is associated with" for descriptive results. Refuses to invent the headline number or the identification strategy: both are blocking questions for the author. | view | ↗ |
/compile-latex | Pedro Sant'Anna's Claude Code Workflow | economics | drafting | paper-drafting | — | view | ↗ |
/econ-write | Econ Research Skills (Hanlu Long) | economics | drafting | paper-drafting revision-editing | Writes and rewrites economics paper prose across every section and paper type, applying rules synthesized from 50+ guides (Cochrane, McCloskey, Shapiro, Head, Bellemare, Goldin, Kremer): reader-first triangular structure, one central contribution, concrete findings over vague previews; includes identification-strategy, LaTeX, and review-checklist references. | view | ↗ |
/grant-proposal | Pedro Sant'Anna's Claude Code Workflow | economics | drafting | research-design | Scaffolds a research grant proposal (NSF, NIH, ERC or foundation) by composing the interview spec, data-management-plan and environment-capture skills. | view | ↗ |
/latex-doc | econ-skills (zbsaygin) | economics | drafting | paper-drafting | Creates, edits, fixes, and reviews LaTeX article documents (papers, proposals, writeups). | view | ↗ |
/latex-tables | Econ Agent Skills (Jonas Weinert) | economics | drafting | paper-drafting | Produces publication-ready LaTeX tables from code — esttab/outreg2 in Stata, modelsummary or fixest::etable in R, stargazer or pyfixest.etable in Python — written directly into the paper's `tabs/` folder at DIME's "full replicability" tier, with booktabs three-line styling, threeparttable notes carrying SE type and cluster level, siunitx decimal alignment, and `Cref`-friendly labels. The .tex file is never hand-edited; the script is re-run instead. | view | ↗ |
/paper-version | AI Research Feedback (Claes Bäckman) | economics | drafting | dissemination | Turns a LaTeX paper into a policy brief, one-page, or five-page lay summary through four sequential agents — a reader that extracts claims and numbers verbatim, a writer, a reviewer that checks every number and causal claim in the draft against the extraction, and a page builder — then emits a standalone HTML page ready for GitHub Pages. Pauses after the review so the author can edit before the page is built. | view | ↗ |
/proposal-write | claudeblattman (Chris Blattman) | social-sciences | drafting | paper-drafting | Draft a grant or research proposal | view | ↗ |
/scaffold-exercises | Pedro Sant'Anna's Claude Code Workflow | economics | drafting | Scaffolds a graded problem set with worked solutions and short why-this-matters explainers across analytical, empirical and coding problem types. | view | ↗ | |
/science-communication | DAAF — Data Analyst Augmentation Framework (Brian Heseung Kim) | general | drafting | dissemination | Guidance for translating technical results for non-technical readers: Pyramid Principle and SCQA structures, plain-language rewriting, executive summaries, policy briefs and careful causal language. | view | ↗ |
/setup-paper | ai-asset-pricing (Alex Dickerson) | finance | drafting | paper-drafting | Starts a new paper from the repo's LaTeX boilerplate, filling title, authors and affiliations, inserting tagged placeholder text and compiling a test PDF. | view | ↗ |
/syllabus | Pedro Sant'Anna's Claude Code Workflow | economics | drafting | Builds or restructures a course syllabus: description and prerequisites, week-by-week schedule, measurable learning objectives, assessment scheme with rubric, and standard policies. | view | ↗ | |
/translate-to-quarto | Pedro Sant'Anna's Claude Code Workflow | economics | drafting | paper-drafting | — | view | ↗ |
/write-section | ai-asset-pricing (Alex Dickerson) | finance | drafting | paper-drafting | Writes a new section or subsection of an empirical finance paper under the repo's academic writing rules. | view | ↗ |
a-evolve | AutoResearchClaw skills | — | drafting | paper-drafting | — | view | — |
abstract | 100xOS shared skills | economics | drafting | paper-drafting | — | view | — |
academic-paper | Academic Research Skills (ARS) | general | drafting | paper-drafting revision-editing | 12-agent paper writing skill with Style Calibration, Writing Quality Check, LaTeX hardening, visualization, revision coaching, citation conversion, anti-leakage protocol, and VLM figure verification. | view | ↗ |
academic-paper-writer | awesome-econ-ai-stuff (Antonio Mele) | economics | drafting | paper-drafting | Draft economics papers with proper structure and academic style. | view | ↗ |
aer-introduction | Auto-Empirical Research Skills (AERS) — first-party skills | economics | drafting | paper-drafting | Drafts or rewrites the introduction to the Keith Head / Bellemare five-paragraph formula with AER-specific conventions, and compresses abstracts to the mandatory 100-word limit. | view | ↗ |
aer-paper-body | Auto-Empirical Research Skills (AERS) — first-party skills | economics | drafting | paper-drafting | Drafts and revises the body sections of an AER/AEJ manuscript — background, data, empirical strategy, results, mechanisms, conclusion — including equation conventions, results-paragraph narration, magnitude interpretation, and back-of-envelope policy calculations. | view | ↗ |
agent:beamer-translator | Pedro Sant'Anna's Claude Code Workflow | economics | drafting | paper-drafting | — | view | ↗ |
beamer | 100xOS shared skills | economics | drafting | paper-drafting | — | view | — |
bibtex | 100xOS shared skills | economics | drafting | paper-drafting | — | view | — |
biology-biopython | AutoResearchClaw skills | — | drafting | paper-drafting | — | view | — |
careful | Clo-Author skills | — | drafting | paper-drafting | — | view | — |
checkpoint | Clo-Author skills | — | drafting | paper-drafting | — | view | — |
chemistry-rdkit | AutoResearchClaw skills | — | drafting | paper-drafting | — | view | — |
dashboard | Clo-Author skills | — | drafting | paper-drafting | — | view | — |
discussion | 100xOS shared skills | economics | drafting | paper-drafting | — | view | — |
doc-coauthoring | Anthropic Skills (foundational) | — | drafting | paper-drafting | Long-document coauthoring workflow | view | — |
docx | Anthropic Skills (foundational) | — | drafting | paper-drafting | Microsoft Word document generation | view | — |
dse-loop | ARIS skills | — | drafting | paper-drafting | — | view | — |
econ-model | 100xOS shared skills | economics | drafting | paper-drafting | — | view | — |
econ-writing-plus | Barrios Skills (John Manuel Barrios) | economics | drafting | paper-drafting dissemination | Method-specific writing conventions for identification sections, covering 13 designs (RCT, DiD, IV, RDD, synthetic control and synthetic DiD, structural, descriptive, bunching, shift-share, event studies, causal ML, multi-strategy), with modern DiD reporting guidance (Goodman-Bacon, Callaway-Sant'Anna, Sun-Abraham, de Chaisemartin-D'Haultfoeuille). Also covers AEA replication-package standards, AI-use disclosure, ERC grant structure, macro/trade/finance conventions, title evaluation, and turning significance into economic magnitudes. It is written as a supplement to writing skills that the repo does not ship. | view | ↗ |
embodiment-description | ARIS skills | — | drafting | paper-drafting | — | view | — |
extended-abstract | 100xOS shared skills | economics | drafting | paper-drafting | — | view | — |
freeze | Clo-Author skills | — | drafting | paper-drafting | — | view | — |
grant-proposal | ARIS skills | — | drafting | paper-drafting | — | view | — |
interview-cheatsheet | ARIS skills | — | drafting | paper-drafting | — | view | — |
invention-structuring | ARIS skills | — | drafting | paper-drafting | — | view | — |
jurisdiction-format | ARIS skills | — | drafting | paper-drafting | — | view | — |
kill-argument | ARIS skills | — | drafting | paper-drafting | — | view | — |
latex-tables | awesome-econ-ai-stuff (Antonio Mele) | economics | drafting | paper-drafting | Generate publication-ready regression tables in LaTeX. | view | ↗ |
monitor-experiment | ARIS skills | — | drafting | paper-drafting | — | view | — |
new-project | Clo-Author skills | — | drafting | paper-drafting | — | view | — |
paper-compile | ARIS skills | — | drafting | paper-drafting | — | view | — |
paper-illustration | ARIS skills | — | drafting | paper-drafting | — | view | — |
paper-illustration-image2 | ARIS skills | — | drafting | paper-drafting | — | view | — |
paper-poster | ARIS skills | — | drafting | paper-drafting | — | view | — |
paper-structure | 100xOS shared skills | economics | drafting | paper-drafting | — | view | — |
paper-write | ARIS skills | — | drafting | paper-drafting | — | view | — |
paper-writing | ARIS skills | — | drafting | paper-drafting | — | view | — |
paper-writing | EvoSkills | — | drafting | paper-drafting | Paper drafting pipeline | view | — |
patent-pipeline | ARIS skills | — | drafting | paper-drafting | — | view | — |
pdf | Anthropic Skills (foundational) | — | drafting | paper-drafting | PDF document generation | view | — |
personal-style | 100xOS shared skills | economics | drafting | paper-drafting | — | view | — |
pixel-art | ARIS skills | — | drafting | paper-drafting | — | view | — |
qzcli | ARIS skills | — | drafting | paper-drafting | — | view | — |
referee-response | 100xOS shared skills | economics | drafting | paper-drafting | — | view | — |
render-html | ARIS skills | — | drafting | paper-drafting | — | view | — |
research-paper-writing | Research Paper Writing Skills | computer-science | drafting | paper-drafting revision-editing referee-simulation | Draft or rewrite ML/CV/NLP paper sections into reviewer-friendly form via section-specific template guides, paragraph-by-paragraph rewriting with reverse outlining, claim-evidence mapping, and an adversarial five-dimension self-review before submission. | view | ↗ |
revise | Clo-Author skills | — | drafting | paper-drafting | — | view | — |
revision | 100xOS shared skills | economics | drafting | paper-drafting | — | view | — |
run-experiment | ARIS skills | — | drafting | paper-drafting | — | view | — |
scientific-writing | AutoResearchClaw skills | — | drafting | paper-drafting | — | view | — |
serverless-modal | ARIS skills | — | drafting | paper-drafting | — | view | — |
shared-references | ARIS skills | — | drafting | paper-drafting | — | — | — |
specification-writing | ARIS skills | — | drafting | paper-drafting | — | view | — |
strategize | Clo-Author skills | — | drafting | paper-drafting | — | view | — |
system-profile | ARIS skills | — | drafting | paper-drafting | — | view | — |
tables | 100xOS shared skills | economics | drafting | paper-drafting | — | view | — |
tools | Clo-Author skills | — | drafting | paper-drafting | — | view | — |
training-check | ARIS skills | — | drafting | paper-drafting | — | view | — |
vast-gpu | ARIS skills | — | drafting | paper-drafting | — | view | — |
write | Clo-Author skills | — | drafting | paper-drafting | — | view | — |
writing-systems-papers | ARIS skills | — | drafting | paper-drafting | — | view | — |
/compare-versions | ai-asset-pricing (Alex Dickerson) | general | editing | revision-editing | Shows the diff between current and proposed text together with the reason for each change. | view | ↗ |
/edit-section | ai-asset-pricing (Alex Dickerson) | finance | editing | revision-editing | Revises an existing paper section for style, clarity and correctness under the repo's writing rules. | view | ↗ |
/humanize | Pedro Sant'Anna's Claude Code Workflow | economics | editing | revision-editing | Read-only audit of .tex, .qmd or .md prose for AI-voice tells: boilerplate transitions, cliche lexicon, em-dash overuse, symmetric paragraph shapes and hedging. | view | ↗ |
/notation-clean | econ-skills (zbsaygin) | economics | editing | revision-editing | Audits and simplifies mathematical notation in LaTeX/markdown to an Econometrica publication standard — one-shot inline symbols, sub-5-use ratios of parameters, Greek letters used for non-parameters, and collisions with reserved notation — triggered only on notation-specific requests. | view | ↗ |
/pedagogy-review | Pedro Sant'Anna's Claude Code Workflow | economics | editing | revision-editing | — | view | ↗ |
/proof-readability | Theorist Toolbox | economics | editing | revision-editing | Post-verification exposition pass for already-verified proofs — six layers (architecture, signposting, justification, notation, intuition, grammar) without changing the mathematics. | view | ↗ |
/proofread | ai-asset-pricing (Alex Dickerson) | general | editing | revision-editing | Mechanical scan for typos, LaTeX formatting slips, punctuation and spacing. | view | ↗ |
/proofread | Pedro Sant'Anna's Claude Code Workflow | economics | editing | revision-editing | — | view | ↗ |
/style-check | ai-asset-pricing (Alex Dickerson) | finance | editing | revision-editing | Checks LaTeX prose against the repo's academic writing standards and reports violations by category and severity. | view | ↗ |
/tanniedi | EconTools | economics | editing | revision-editing | Round-trips a LaTeX paper to Word for human copy-editing (pack) and applies the editor's tracked changes back into the original .tex files (unpack), preserving LaTeX formatting, equations, and cross-references. | view | ↗ |
/voice-profile | Pedro Sant'Anna's Claude Code Workflow | economics | editing | revision-editing | Extracts a written voice profile from your own prior papers and uses it to keep new drafts sounding like you. | view | ↗ |
agent:humanize-auditor | Pedro Sant'Anna's Claude Code Workflow | economics | editing | revision-editing | Read-only auditor for AI-voice tells in academic prose across the ten detection categories defined by /humanize. | view | ↗ |
agent:pedagogy-reviewer | Pedro Sant'Anna's Claude Code Workflow | economics | editing | revision-editing | — | view | ↗ |
agent:proofreader | Pedro Sant'Anna's Claude Code Workflow | economics | editing | revision-editing | — | view | ↗ |
agent:quarto-fixer | Pedro Sant'Anna's Claude Code Workflow | economics | editing | revision-editing | — | view | ↗ |
agent:review-writing | claudeblattman (Chris Blattman) | general | editing | revision-editing | Writing-quality review agent | view | ↗ |
chinese-de-aigc | Auto-Empirical Research Skills (AERS) — first-party skills | general | editing | revision-editing | Chinese academic de-AIGC rewriting targeting CNKI/Wanfang/VIP/Turnitin-zh detectors — a five-step locate/diagnose/rewrite/self-score/recheck loop over 17 diagnostic rules for the five structural signatures of Chinese LLM prose, with per-section strategies. | view | ↗ |
econ-humanizer | Barrios Skills (John Manuel Barrios) | economics | editing | revision-editing | An editor that removes AI tells from economics, finance and accounting prose and applies John Cochrane's style: plain words, first person, active voice, short sentences, concrete magnitudes and a stated point of view. Catalogues 13 AI patterns specific to academic economics, including inflated significance, hedge stacking, the "contributes to the literature" formula, formulaic transitions, rule-of-three claims, synonym cycling, promotional conclusions and overuse of "novel" and "robust". Adds section-by-section guidance, journal calibration and a worked example. | view | ↗ |
econ-humanizer-plus | Barrios Skills (John Manuel Barrios) | economics | editing | revision-editing | Rule lists to run alongside econ-humanizer: econ-specific phrases to delete on sight, a banned AI-word list ("delve", "landscape", "leverage" as a verb, "robust" outside statistics), mixed sentence-length targets, and explicit permission for em-dashes and parentheticals, because stripping them all is itself an AI tell. Also asks for calibrated hedging, natural field vocabulary by subfield, and micro-rules for naked "this", "where" versus "in which", compound-modifier hyphens and named Greek letters. | view | ↗ |
prose-revision-skill-ht-anthony-lee-zhang | Prose Revision (h/t Anthony Lee Zhang) | general | editing | revision-editing | Revise draft prose by finding the best structure for the ideas already there — idea flow first, linguistic flow second; preserve voice and claim strength; distinct from proofreading. | view | ↗ |
qje-writing-style | Awesome Journal Skills (AJS) | economics | editing | revision-editing | Polishes prose, abstract, and introduction so the big idea lands fast for a general-interest reader, reflecting QJE's house style of long, ambitious, narrative-driven empirical papers. | view | ↗ |
/econ-visualization | Econ Agent Skills (Jonas Weinert) | economics | figures | data-analysis paper-drafting | Code-produced publication figures in ggplot2, matplotlib/seaborn, or Stata twoway/coefplot, exported as vector PDF straight into the paper's `figs/` folder, with a chart-type decision tree (event-study coefficient plots, balance plots, recession-shaded time series, binscatters, density plots, choropleths) and colourblind-safe Okabe-Ito or viridis palettes — never red-green for treatment versus control. Follows DIME's Reviewing Graphs checklist and separates caption-dependent paper figures from standalone visuals that need an in-figure title and a source line. | view | ↗ |
/extract-tikz | Pedro Sant'Anna's Claude Code Workflow | economics | figures | paper-drafting | — | view | ↗ |
/ggplot2 | DAAF — Data Analyst Augmentation Framework (Brian Heseung Kim) | general | figures | data-analysis | R guide to ggplot2 figures (geoms, scales, facets, coordinates, themes and extensions such as patchwork and ggrepel), including the breaking changes of the 4.0 release. | view | ↗ |
/graph | econ-skills (zbsaygin) | economics | figures | paper-drafting | Creates publication-quality matplotlib figures (including Lorenz curves, maps, binscatters) and LaTeX regression tables compiled to standalone PDF. | view | ↗ |
/great-tables | DAAF — Data Analyst Augmentation Framework (Brian Heseung Kim) | general | figures | data-analysis | Python guide to great-tables for publication-quality display tables from Polars or pandas frames, covering formatting, spanners, styling and HTML or LaTeX export, and noting that regression tables should come from the estimator's own output. | view | ↗ |
/gt | DAAF — Data Analyst Augmentation Framework (Brian Heseung Kim) | general | figures | data-analysis | R guide to presentation tables with gt, kableExtra and modelsummary: table grammar, number formatting, structure and export. | view | ↗ |
/new-diagram | Pedro Sant'Anna's Claude Code Workflow | economics | figures | paper-drafting | — | view | ↗ |
/plotly | DAAF — Data Analyst Augmentation Framework (Brian Heseung Kim) | general | figures | data-analysis | Python guide to interactive Plotly charts through Express and Graph Objects, including subplots, styling and export, for cases where hover and zoom are needed. | view | ↗ |
/plotly-r | DAAF — Data Analyst Augmentation Framework (Brian Heseung Kim) | general | figures | data-analysis | R guide to interactive plotly charts with plot_ly, conversion of ggplot2 objects through ggplotly, layout customisation and HTML widget export. | view | ↗ |
/plotnine | DAAF — Data Analyst Augmentation Framework (Brian Heseung Kim) | general | figures | data-analysis | Python guide to plotnine, the ggplot2 grammar of graphics for static publication figures: geoms, aesthetics, scales, facets and themes. | view | ↗ |
/publication-figures | ai-asset-pricing (Alex Dickerson) | finance | figures | data-analysis dissemination | Figure conventions for empirical finance and economics: matplotlib styling, palettes, sizes, export settings, journal overrides and templates for time series, decile bars, coefficient plots and event studies. | view | ↗ |
/visual-audit | Pedro Sant'Anna's Claude Code Workflow | economics | figures | paper-drafting | — | view | ↗ |
aer-tables-figures | Auto-Empirical Research Skills (AERS) — first-party skills | economics | figures | paper-drafting | Constructs and revises regression tables, descriptive-statistics tables, and figures in AER booktabs house style, with regression-table layout and figure-note conventions. | view | ↗ |
econ-visualization | awesome-econ-ai-stuff (Antonio Mele) | economics | figures | paper-drafting | Publication-quality charts and graphs for economics papers. | view | ↗ |
figure-description | ARIS skills | — | figures | paper-drafting | — | view | — |
figure-spec | ARIS skills | — | figures | paper-drafting | — | view | — |
mermaid-diagram | ARIS skills | — | figures | paper-drafting | — | view | — |
nano-banana | EvoSkills | — | figures | paper-drafting | AI-generated inline figures (Google Gemini Nano Banana) | view | — |
paper-figure | ARIS skills | — | figures | paper-drafting | — | view | — |
qje-tables-figures | Awesome Journal Skills (AJS) | economics | figures | paper-drafting | Finalizes main exhibits for a figure-forward QJE manuscript — clean tables and self-contained notes that read well in QJE's single-PDF, author-date format. | view | ↗ |
scientific-visualization | AutoResearchClaw skills | — | figures | paper-drafting | — | view | — |
tikz | MixtapeTools (Scott Cunningham) | — | figures | A quick collision check for figures, whether TikZ inside LaTeX or rendered images from R or Python, looking for overlapping labels and similar layout faults. | — | ↗ | |
/council | claudeblattman (Chris Blattman) | general | ideation | rq-formulation hypothesis-generation | Convene a multi-perspective 'council' on an open question | view | ↗ |
/idea | ai-asset-pricing (Alex Dickerson) | finance | ideation | hypothesis-generation literature-discovery research-design | Adversarial idea generator for empirical asset pricing that surveys the literature through Perplexity, attacks each hypothesis in a loop, checks WRDS data feasibility and compiles a research-plan skeleton. | view | ↗ |
/interview-me | Pedro Sant'Anna's Claude Code Workflow | economics | ideation | rq-formulation hypothesis-generation | — | view | ↗ |
/janluiten | EconTools | economics | ideation | rq-formulation | A research-idea sounding board modelled on a real doctoral mentor; listens first, then stress-tests the idea against the long view of research-program cycles, cultural-evolution pressures on field prestige, and behavioural misreading of one's own motives, to help decide what to work on, with whom, and why. | view | ↗ |
/research-brainstorm | Thinking with Agents econ skills (Emily Beam and Erkmen Aslim) | economics | ideation | rq-formulation literature-discovery research-design | Senior-colleague brainstorming dialogue that sharpens or generates a research question, runs a parallel literature scan, attacks the question, offers alternative framings, checks feasibility through find-data and writes a research brief. | view | ↗ |
/research-ideation | Pedro Sant'Anna's Claude Code Workflow | economics | ideation | rq-formulation hypothesis-generation | — | view | ↗ |
aer-topic-selection | Auto-Empirical Research Skills (AERS) — first-party skills | economics | ideation | rq-formulation | Evaluates whether a research idea clears the AER top-5 bar, routes between AER, AER:Insights, and the AEJ family, and sharpens a fuzzy contribution sentence into one publishable claim. | view | ↗ |
discover | Clo-Author skills | — | ideation | rq-formulation hypothesis-generation | — | view | — |
gtd | MixtapeTools (Scott Cunningham) | — | ideation | A research task-management system for causal-inference work that organises hypotheses, insights and decisions in separate folders and asks the researcher to state the warrant for each conjecture. | — | ↗ | |
hypothesis-formulation | AutoResearchClaw skills | — | ideation | rq-formulation hypothesis-generation | — | view | — |
idea-creator | ARIS skills | — | ideation | rq-formulation hypothesis-generation | — | view | — |
idea-discovery | ARIS skills | — | ideation | rq-formulation hypothesis-generation | — | view | — |
idea-discovery-robot | ARIS skills | — | ideation | rq-formulation hypothesis-generation | — | view | — |
idea-expansion | 100xOS shared skills | economics | ideation | rq-formulation hypothesis-generation | — | view | — |
pivot_prompt.txt | Research Idea Evaluation Pipeline (Alejandro Lopez-Lira) | finance | ideation | rq-formulation hypothesis-generation | Reshapes an idea that scored below the threshold, using the full evaluation history to fix its weak points while staying on the same topic. | — | ↗ |
prompt_ideas.txt | Research Idea Evaluation Pipeline (Alejandro Lopez-Lira) | finance | ideation | hypothesis-generation | Scores a research idea against its three closest papers on marginal contribution, method, impact, feasibility and related criteria; used both for the first evaluation and for each pivot. | — | ↗ |
qje-topic-selection | Awesome Journal Skills (AJS) | economics | ideation | rq-formulation | Scopes and pressure-tests a research question for QJE — fit, the "big idea" bar, and breadth of the takeaway for QJE's general-interest readership. | view | ↗ |
research-ideation | awesome-econ-ai-stuff (Antonio Mele) | economics | ideation | rq-formulation hypothesis-generation | Generate research questions from economic phenomena. | view | ↗ |
research-ideation | EvoSkills | — | ideation | rq-formulation hypothesis-generation | Research idea generation | view | — |
/build-context | ai-asset-pricing (Alex Dickerson) | finance | infra | paper-drafting | Builds a paper-context file from the user's .tex, .md or .pdf drafts, recording abstract, key results, terminology, sample, section structure, labels and key citations for later writing and audit skills. | view | ↗ |
/build-paper | ai-asset-pricing (Alex Dickerson) | general | infra | dissemination | Compiles the LaTeX paper to PDF through the pdflatex and bibtex cycle and lists common compilation failures. | view | ↗ |
/checkin | claudeblattman (Chris Blattman) | general | infra | Daily check-in / status update with Claude | view | ↗ | |
/checkpoint | Pedro Sant'Anna's Claude Code Workflow | economics | infra | — | view | ↗ | |
/co-math-init | Theorist Toolbox | economics | infra | formal-modeling | Scaffolds a structured proof-building project (paper.tex, goals, decisions log, workstreams) with strict mode: every gap flagged unproven, nothing complete without reviewer sign-off. | view | ↗ |
/co-math-status | Theorist Toolbox | economics | infra | Renders a compact status view of a co-math project — goals, active workstreams, blocked items, pending reviews, recent decisions — as an ASCII diagram. | view | ↗ | |
/coauthor-brief | Pedro Sant'Anna's Claude Code Workflow | economics | infra | Generates a co-author handoff brief: git delta since the last brief, state of manuscript, analysis and slides, open questions, and how to reproduce locally. | view | ↗ | |
/commit | Pedro Sant'Anna's Claude Code Workflow | economics | infra | Runs the quality and consistency gates, then commits with a subject that states what is now true; pushes and opens a PR only on request and never merges without an explicit instruction. | view | ↗ | |
/compress-session | Pedro Sant'Anna's Claude Code Workflow | economics | infra | Distills the current conversation into a structured session note (decisions, open questions, file pointers, next actions) before auto-compression. | view | ↗ | |
/context-status | Pedro Sant'Anna's Claude Code Workflow | economics | infra | — | view | ↗ | |
/daaf-deploy-smoke-testing | DAAF — Data Analyst Augmentation Framework (Brian Heseung Kim) | general | infra | Contributor tool that checks a live DAAF install end to end on its configured provider route, from a free preflight through one paid round trip to a six-probe functional battery and a zero-cost deterministic test tier. Requires the DAAF_DEV=1 developer image. | view | ↗ | |
/daaf-orchestrator | DAAF — Data Analyst Augmentation Framework (Brian Heseung Kim) | general | infra | data-analysis | Operating manual for the DAAF orchestrator agent: engagement-mode classification, the user confirmation protocol, subagent dispatch, context budgeting and which references to load next. Loaded only by the orchestrator, not by subagents. | view | ↗ |
/done | claudeblattman (Chris Blattman) | general | infra | Mark work complete + update tracking | view | ↗ | |
/econ-review-setup | Econ Research Skills (Hanlu Long) | economics | infra | Prepares, verifies, repairs, or removes the user-owned Python runtime and local Review Desk behind an installed econ-review plugin — dry-run shown first, no silent package downloads or system-software installs. | view | ↗ | |
/explain-diff | AI Research Feedback (Claes Bäckman) | economics | infra | code-generation | Writes one self-contained offline HTML page explaining a code change well enough that someone who did not write it could defend it: what the code did before, what changed in prose with no code, the verified consequences for sample and coefficients, a walkthrough grouped by purpose, and a five-question quiz of which at least two must test empirical consequences. Re-reads the diff and surrounding code from scratch — ignoring any account already in the conversation — and saves the page outside the repository under a dated, ref-tagged filename. | view | ↗ |
/extract-section | ai-asset-pricing (Alex Dickerson) | general | infra | revision-editing | Pulls one section out of main.tex by its key so later skills can work on it in isolation. | view | ↗ |
/issues | Pedro Sant'Anna's Claude Code Workflow | economics | infra | Keeps the project to-do list and memory in GitHub issues: files findings without duplicates, lists issues relevant to the current work, and closes them with a record of the fix. | view | ↗ | |
/latex-doctor | ai-asset-pricing (Alex Dickerson) | general | infra | dissemination | Cleans .tex files by stripping comments, fixing compile errors and checking section markers. | view | ↗ |
/learn | Pedro Sant'Anna's Claude Code Workflow | economics | infra | — | view | ↗ | |
/marimo | DAAF — Data Analyst Augmentation Framework (Brian Heseung Kim) | general | infra | code-generation replication | Guide to marimo reactive notebooks stored as plain .py files, DAAF's Python notebook format, with the rule that the Stage 9 notebook only archives already-executed scripts and their logs and must not run new analysis. | view | ↗ |
/morning-brief | claudeblattman (Chris Blattman) | general | infra | Daily morning briefing template | view | ↗ | |
/new-project | ai-asset-pricing (Alex Dickerson) | finance | infra | Scaffolds a new empirical project folder with LaTeX, code, scripts, results, literature and guidance subfolders plus a README and a project-level CLAUDE.md. | view | ↗ | |
/onboard | ai-asset-pricing (Alex Dickerson) | finance | infra | Agent-driven cold start for the repo: finds or installs Python 3.11 or later, runs the shared bootstrap audit, plan and apply cycle, and sets up WRDS only if the user has an account. | view | ↗ | |
/pdf-to-markdown | AI Research Feedback (Claes Bäckman) | general | infra | literature-discovery | Converts a PDF to markdown beside the original with page markers every twenty pages and the text trimmed at the references or appendix, so only the main text enters the context window. Uses `pdftotext` when poppler is installed — orders of magnitude faster and free of model context cost — and falls back to chunked reading otherwise. | view | ↗ |
/permission-check | Pedro Sant'Anna's Claude Code Workflow | economics | infra | — | view | ↗ | |
/post-meeting | claudeblattman (Chris Blattman) | general | infra | Post-meeting summary + action items | view | ↗ | |
/pre-meeting-brief | claudeblattman (Chris Blattman) | general | infra | Pre-meeting brief generation | view | ↗ | |
/promote-memory | Pedro Sant'Anna's Claude Code Workflow | economics | infra | Reviews candidate learnings in Claude Code auto memory through a five-critic council and promotes majority-approved entries to the committed MEMORY.md. | view | ↗ | |
/quarto | DAAF — Data Analyst Augmentation Framework (Brian Heseung Kim) | general | infra | code-generation replication | Guide to Quarto .qmd documents with the knitr engine, DAAF's R notebook format, with the same rule as for marimo that the Stage 9 notebook archives already-executed scripts in non-evaluating chunks and runs no new analysis. | view | ↗ |
/schedule-query | claudeblattman (Chris Blattman) | general | infra | Query and reason about a calendar / schedule | view | ↗ | |
/setup-project-management | claudeblattman (Chris Blattman) | general | infra | Bootstrap a project-management workspace | view | ↗ | |
/shell-scripting | DAAF — Data Analyst Augmentation Framework (Brian Heseung Kim) | general | infra | code-generation | Coding standards for DAAF's Bash and PowerShell scripts (preambles, quoting, error handling, cleanup, exit codes, testing) and for the double-click launcher shims. | view | ↗ |
/sync-context | ai-asset-pricing (Alex Dickerson) | general | infra | Detects drift between the code and the agent documentation (docs/ai, AGENTS.md, CLAUDE.md) and proposes updates. | view | ↗ | |
/tax-guide | claudeblattman (Chris Blattman) | general | infra | Personal tax-related Q&A | view | ↗ | |
/tips-bookmarks | claudeblattman (Chris Blattman) | general | infra | Save and retrieve tips / bookmarks | view | ↗ | |
/triage-inbox | Pedro Sant'Anna's Claude Code Workflow | economics | infra | Triages academic email and calendar into a prioritized digest plus a referee-obligations tracker (referee requests, R&R correspondence, co-author threads, invitations). | view | ↗ | |
/web-retrieval | DAAF — Data Analyst Augmentation Framework (Brian Heseung Kim) | general | infra | literature-discovery | DAAF's rule for reading web pages: fetch them with the framework's web_fetch.sh script, which saves the raw response, a deterministic text extract and a provenance manifest, since the built-in WebFetch returns a paraphrase. Covers flags, exit codes, untrusted-content handling and size rules. | view | ↗ |
/wrds-ssh | Claude Code WRDS Toolkit (Piotr Orłowski) | finance | infra | data-acquisition | Patterns for working on the WRDS servers over SSH: running SAS, submitting and monitoring batch jobs, and moving files between the local machine and WRDS scratch space. | — | ↗ |
AGENTS.md | Research Idea Evaluation Pipeline (Alejandro Lopez-Lira) | finance | infra | hypothesis-generation literature-discovery | Agent-facing instructions that run the eight evaluation steps in order, name the input and output files for each step, and control the loop back to pivoting whenever a score falls short. | — | ↗ |
AGENT_POLICY.md | Econ Agent Skills (Jonas Weinert) | economics | infra | The repo-wide human-in-the-loop decision ladder every skill defers to, sorting each choice into four levels: ASK and block (unit of analysis, treatment and outcome definitions, identification strategy, cluster level, sample restrictions, anything touching PII or raw data), DEFAULT and flag with an override, DOCUMENT in the decisions log and proceed, or simply PROCEED. Also fixes the cross-cutting rules — raw data immutable, numbers never typed into prose, no silent estimator swaps, every dropped observation logged with N before and after — and supplies the decisions-log header template whose `[HUMAN: please confirm]` tags let an unattended agent surface what it inferred. | view | ↗ | |
aer-workflow | Auto-Empirical Research Skills (AERS) — first-party skills | economics | infra | Router for the 15-skill AER-skills collection — sequences manuscript work from topic selection through rebuttal for AER, AER:Insights, and AEJ journals; routes, does not replace, the specialized skills. | view | ↗ | |
agent:project-coordinator | Theorist Toolbox | economics | infra | formal-modeling | Front door of a co-math project — reads goals.md, formalises research intent, dispatches and steers workstreams, filters low-level chatter from the user. | view | ↗ |
agent:promote-memory-council | Pedro Sant'Anna's Claude Code Workflow | economics | infra | Five-critic council (generality, staleness, redundancy, evidence, format) that votes on promoting candidate learnings from local memory to the committed MEMORY.md; invoked by /promote-memory. | view | ↗ | |
auto-empirical-research-skills | Auto-Empirical Research Skills (AERS) — first-party skills | general | infra | Root router for whole-repo installs — classifies an empirical-research request by stage/method and dispatches to one of the 1,094 vendored skills via catalog JSON lookups instead of reading the repo wholesale. | view | ↗ | |
claude-api | Anthropic Skills (foundational) | — | infra | Build apps with the Claude API + Anthropic SDK | view | — | |
commit-push-pr | awesome-econ-ai-stuff (Antonio Mele) | general | infra | Manages git workflows: commits, pushes, and pull request creation. | view | ↗ | |
ecta-workflow | Awesome Journal Skills (AJS) | economics | infra | Router for the 12-skill Econometrica depth pack (ecta-*) — topic selection through rebuttal, with the pack's theory-model and identification skills tuned to Econometrica's formal bar. | view | ↗ | |
evo-memory | EvoSkills | — | infra | Persistent memory layer for EvoScientist sessions | view | — | |
feishu-notify | ARIS skills | — | infra | — | view | — | |
jpe-workflow | Awesome Journal Skills (AJS) | economics | infra | Router for the 12-skill Journal of Political Economy depth pack (jpe-*) — topic selection through rebuttal for a JPE manuscript. | view | ↗ | |
mgsci-workflow | Awesome Journal Skills (AJS) | general | infra | Router for the 12-skill Management Science depth pack (mgsci-*) — topic selection through rebuttal, including picking the right INFORMS Department lane (analytical vs empirical). | view | ↗ | |
misq-workflow | Awesome Journal Skills (AJS) | information-systems | infra | Router for the 12-skill MIS Quarterly depth pack (misq-*) — topic selection through revision, first naming which of the four IS research traditions (behavioral, design science, economics, organizational) the paper lives in. | view | ↗ | |
newbook | MixtapeTools (Scott Cunningham) | — | infra | Scaffolds a book project: folder layout, a memoir-class LaTeX skeleton with a custom style, bibliography stub, CLAUDE.md, README and one file per chapter. | — | ↗ | |
newproject | MixtapeTools (Scott Cunningham) | — | infra | Scaffolds a new research project with a standard directory layout, a CLAUDE.md template and a documented README. | — | ↗ | |
paper-workflow | Auto-Empirical Research Skills (AERS) — first-party skills | economics | infra | rq-formulation research-design data-acquisition data-analysis paper-drafting revision-editing referee-simulation dissemination | Meta-orchestrator for a complete empirical paper (econ/social science): Stage 0-9 resumable pipeline from topic selection to submission with two hard human gates (Method Gate after estimation, Draft Quality Gate after polish); routes Python/StatsPAI, Stata, or R analysis backends and invokes existing skills rather than reimplementing them. Git submodule mirroring brycewang-stanford/Paper-WorkFlow. | view | ↗ |
qje-workflow | Awesome Journal Skills (AJS) | economics | infra | Router for the QJE pack — sequences manuscript work from topic selection through rebuttal for a Quarterly Journal of Economics submission; routes, does not replace, the specialized qje-* skills. | view | ↗ | |
restud-workflow | Awesome Journal Skills (AJS) | economics | infra | Router for the 12-skill Review of Economic Studies depth pack (restud-*) — topic selection through rebuttal, weighing design-based and structural identification on REStud's equal terms. | view | ↗ | |
rt-workflow | Awesome Journal Skills (AJS) | general | infra | Sequences a manuscript across venues — which cross-journal toolkit skill to invoke next, from picking a target journal through execution, submission-readiness, simulated review, rebuttal, and the replication package. | view | ↗ | |
wrds-query-orchestrator | Claude Code WRDS Toolkit (Piotr Orłowski) | finance | infra | data-acquisition | Coordinating subagent for requests that span several WRDS databases; it dispatches the specialist agents, assembles the merged query via the appropriate link tables, and keeps query files organised and version-controlled. | — | ↗ |
/announcement-digest | claudeblattman (Chris Blattman) | general | literature | literature-discovery literature-synthesis | Triage and digest announcements / newsletters / Slack-equivalent feeds | view | ↗ |
/deep-research | claudeblattman (Chris Blattman) | social-sciences | literature | literature-discovery literature-synthesis | Multi-agent deep research with paste-loop UX and subagent template | view | ↗ |
/dr-synthesize | claudeblattman (Chris Blattman) | social-sciences | literature | literature-discovery literature-synthesis | Synthesize results from a deep-research run | view | ↗ |
/lit-review | econ-skills (zbsaygin) | economics | literature | literature-synthesis | Dispatches parallel sub-agents across topic-method dimensions for a multi-agent literature review, synthesizes the literature gap, and stress-tests it with an adversarial novelty referee until convergence. | view | ↗ |
/lit-review | Pedro Sant'Anna's Claude Code Workflow | economics | literature | literature-discovery literature-synthesis | — | view | ↗ |
/lit-review | Thinking with Agents econ skills (Emily Beam and Erkmen Aslim) | economics | literature | literature-discovery literature-synthesis | Multi-session literature review workflow that scaffolds a review folder, tracks papers across sessions, shows a status dashboard, produces Beamer, Quarto or Markdown summaries, and runs referee passes to catch missing canonical papers. | view | ↗ |
/read-paper | econ-skills (zbsaygin) | economics | literature | literature-discovery | Reads an academic paper by citekey, author-year, or pasted PDF and produces structured summaries, methodology breakdowns, or targeted answers. | view | ↗ |
/research | ai-asset-pricing (Alex Dickerson) | finance | literature | literature-discovery | Searches for papers, references and methodology literature through the Perplexity MCP tools and returns them in a fixed format. | view | ↗ |
/second-brain | Theorist Toolbox | economics | literature | literature-synthesis | Sets up and queries an agentic-RAG second brain over a local library of theory papers, with LaTeX-aware ingestion, theorem and proof lookup, and hybrid search. | view | ↗ |
/split-pdf | ai-asset-pricing (Alex Dickerson) | finance | literature | literature-synthesis | Downloads a paper, splits the PDF into chunks sized to its length, reads them in controlled batches and writes structured notes on question, data, method, results and factor definitions. Adapted, without credit in the file, from Scott Cunningham's MixtapeTools split-pdf skill (0.474 word-sequence similarity). | — | ↗ |
/tyler | EconTools | economics | literature | literature-synthesis | Converts a folder of academic PDFs into a token-efficient markdown wiki (one .md per paper plus a summary.txt index) so Claude Code can read literature cheaply without re-parsing raw PDFs each time. | view | ↗ |
aer-literature | Auto-Empirical Research Skills (AERS) — first-party skills | economics | literature | literature-discovery literature-synthesis | Positions a manuscript against the economics literature — antecedents map for the introduction, cite/no-cite decisions, and verification that every bibliography entry is real, correctly attributed, and cited to the published version. | view | ↗ |
agent:literature-reviewer | Theorist Toolbox | economics | literature | literature-discovery literature-synthesis | Literature searches and verified, cited workstream reports; confirms prior art and validates supporting citations for claims in paper.tex. | view | ↗ |
alphaxiv | ARIS skills | — | literature | literature-discovery literature-synthesis | — | view | — |
arxiv | ARIS skills | — | literature | literature-discovery literature-synthesis | — | view | — |
context-builder | 100xOS shared skills | economics | literature | literature-discovery literature-synthesis | — | view | — |
deep-research | Academic Research Skills (ARS) | general | literature | literature-discovery literature-synthesis | 13-agent research team with Socratic guided mode, PRISMA systematic review, intent detection, dialogue health monitoring, optional cross-model DA, Semantic Scholar API verification. | view | ↗ |
deepxiv | ARIS skills | — | literature | literature-discovery literature-synthesis | — | view | — |
deliverables | 100xOS shared skills | economics | literature | literature-discovery literature-synthesis | — | view | — |
econ-lit-search | Barrios Skills (John Manuel Barrios) | economics | literature | literature-discovery | Staged search over a Meilisearch index of about 51k economics papers (NBER working papers plus JEL-coded journal articles): a cheap broad scan with citation-sorted snippets, then full abstracts, body-passage snippets, and full text only when needed, with filters by exact author string, JEL code, journal and year range. Caveat: the public copy redacts the index host to a placeholder URL and reads the key from `MEILI_API_KEY`, so it does not run without access to the author's index. | view | ↗ |
exa-search | ARIS skills | — | literature | literature-discovery literature-synthesis | — | view | — |
gemini-search | ARIS skills | — | literature | literature-discovery literature-synthesis | — | view | — |
lit-review-assistant | awesome-econ-ai-stuff (Antonio Mele) | economics | literature | literature-discovery literature-synthesis | Search, summarize, and synthesize economics literature. | view | ↗ |
lit_review_prompt.txt | Research Idea Evaluation Pipeline (Alejandro Lopez-Lira) | finance | literature | literature-discovery | Web-search step that looks for papers the author did not cite which undermine the novelty claim, requiring a link for every paper it names. | — | ↗ |
literature-search | AutoResearchClaw skills | — | literature | literature-discovery literature-synthesis | — | view | — |
openalex | ARIS skills | — | literature | literature-discovery literature-synthesis | — | view | — |
openalex-api | Barrios Skills (John Manuel Barrios) | general | literature | literature-discovery | Turns bibliometric questions into reproducible OpenAlex REST pulls (works, authors, institutions, sources, concepts, topics, funders, publishers) through a bundled `scripts/query_openalex.py` that builds filter-safe URLs, handles cursor pagination, and writes JSON/JSONL. Keep the raw export before cleaning, use repeated `--filter` flags for AND logic, and validate IDs, dates, citation counts and authorships before analysis. | view | ↗ |
paper-navigator | EvoSkills | — | literature | literature-discovery literature-synthesis | Navigate literature with persistent memory | view | — |
paper-reader | Claude Code WRDS Toolkit (Piotr Orłowski) | finance | literature | literature-synthesis | General-purpose subagent that reads academic papers in finance, economics, statistics and related fields and writes structured summaries of their contributions, methods and findings; not WRDS-specific. | — | ↗ |
prior-art-search | ARIS skills | — | literature | literature-discovery literature-synthesis | — | view | — |
qje-literature-positioning | Awesome Journal Skills (AJS) | economics | literature | literature-synthesis | Stakes the manuscript's contribution against the frontier — what it builds on, what it overturns, and why it belongs in a general-interest journal; positions the contribution rather than writing a full survey. | view | ↗ |
research-lit | ARIS skills | — | literature | literature-discovery literature-synthesis | — | view | — |
research-pipeline | ARIS skills | — | literature | literature-discovery literature-synthesis | — | view | — |
research-refine | ARIS skills | — | literature | literature-discovery literature-synthesis | — | view | — |
research-refine-pipeline | ARIS skills | — | literature | literature-discovery literature-synthesis | — | view | — |
research-survey | EvoSkills | — | literature | literature-discovery literature-synthesis | Survey/literature review generation | view | — |
research-wiki | ARIS skills | — | literature | literature-discovery literature-synthesis | — | view | — |
researchclaw | AutoResearchClaw skills | — | literature | literature-discovery literature-synthesis | — | view | — |
semantic-scholar | ARIS skills | — | literature | literature-discovery literature-synthesis | — | view | — |
split-pdf | MixtapeTools (Scott Cunningham) | — | literature | Downloads an academic PDF, splits it into short chunks and reads them in small batches, so that long papers are read closely rather than skimmed before a review or summary. | — | ↗ | |
/agent-authoring | DAAF — Data Analyst Augmentation Framework (Brian Heseung Kim) | general | meta | code-generation | Template and checklist for writing DAAF agent definition files: a 12-section agent layout, hook registration, skills declared in frontmatter, naming conventions and an integration checklist. Points SKILL.md work to skill-authoring. | view | ↗ |
/create-audit-agent | ai-asset-pricing (Alex Dickerson) | general | meta | code-generation | Creates new Claude Code agent files or audits existing ones against a 17-point checklist covering frontmatter, routing keywords, body-frontmatter alignment and consistency across agents. | view | ↗ |
/create-skill | ai-asset-pricing (Alex Dickerson) | general | meta | code-generation | Creates new Claude Code skills, auto-apply skills or trigger rules, or audits existing ones, walking through type choice, structural pattern, generation, validation and registration. | view | ↗ |
/new-skill | Pedro Sant'Anna's Claude Code Workflow | economics | meta | Scaffolds a new skill in the repo conventions: interviews for purpose, trigger phrases and tool needs, then writes a SKILL.md that passes the integrity gates. | view | ↗ | |
/prompt | claudeblattman (Chris Blattman) | general | meta | Build a prompt from scratch with formatting-core | view | ↗ | |
/prompt-only | claudeblattman (Chris Blattman) | general | meta | Skill that only produces a prompt (no execution) | view | ↗ | |
/prompt-refine | claudeblattman (Chris Blattman) | general | meta | Iteratively refine a prompt | view | ↗ | |
/rule-create | ai-asset-pricing (Alex Dickerson) | general | meta | code-generation | Creates new .claude/rules files or audits existing ones for quality and effectiveness. | view | ↗ |
/skill-authoring | DAAF — Data Analyst Augmentation Framework (Brian Heseung Kim) | general | meta | code-generation | Guide for writing and auditing DAAF SKILL.md files: frontmatter and metadata vocabulary, progressive disclosure through reference files, decision trees, and the metadata references expected of data-source skills. | view | ↗ |
academic-pipeline | Academic Research Skills (ARS) | general | meta | Pipeline orchestrator that chains deep-research → academic-paper → academic-paper-reviewer with quality gates between stages. | view | ↗ | |
auto-paper-improvement-loop | ARIS skills | — | meta | — | view | — | |
mcp-builder | Anthropic Skills (foundational) | — | meta | Build MCP servers (Anthropic spec) | view | — | |
meta-optimize | ARIS skills | — | meta | — | view | — | |
skill-creator | Anthropic Skills (foundational) | — | meta | Meta-skill for building new skills from scratch | view | — | |
/math-proof | Theorist Toolbox | economics | modeling | formal-modeling | Single-pass discipline for full, gap-free proofs: state what you will show before showing it, sign every term, no "clearly", no overgeneralizing from examples. | view | ↗ |
agent:prover | Theorist Toolbox | economics | modeling | formal-modeling | Drafts proofs into paper.tex with strict discipline — every step justified, cited, or explicitly marked unproven; never hand-waves. | view | ↗ |
anthropology | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
asset-pricing | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
auction_theory | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
behavioral_economics | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
cartographer | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
category_theory | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
combinatorics | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
complexity | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
computational_complexity | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
contract_theory | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
crowdsourcing | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
cryptography | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
design_theory | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
development_economics | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
digital_innovation | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
digital_markets | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
digital_transformation | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
distributed_systems | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
dynamical_systems | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
ecology | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
environmental_economics | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
epidemiology | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
evaluator | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
evolutionary_biology | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
evomath-tao | EvoSkills | — | modeling | formal-modeling | Mathematical derivation skill in the spirit of Tao-style proof reasoning | view | — |
financial_economics | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
fluid_dynamics | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
formal_verification | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
formula-derivation | ARIS skills | — | modeling | formal-modeling | — | view | — |
game-theory | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
game_theory | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
general-equilibrium-model-builder | awesome-econ-ai-stuff (Antonio Mele) | economics | modeling | formal-modeling | Constructs and solves Walrasian equilibrium models. | view | ↗ |
graph_theory | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
industrial_organization | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
information_theory | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
intellectual_property | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
is_strategy | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
it_governance | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
knowledge_management | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
labor_economics | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
latex-econ-model | awesome-econ-ai-stuff (Antonio Mele) | economics | modeling | formal-modeling paper-drafting | Write and typeset economic models in LaTeX with proper notation. | view | ↗ |
law_economics | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
linguistics | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
machine_learning_theory | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
market-microstructure | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
measure_theory | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
mechanism_design | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
media_studies | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
network_economics | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
network_physics | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
neuroscience | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
optimization | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
optimization-verification | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
option-pricing | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
organizational_theory | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
phenomenologist | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
philosophy_of_science | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
platform_economics | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
political_science | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
portfolio-theory | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
probability_theory | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
proof-checker | ARIS skills | — | modeling | formal-modeling | — | view | — |
proof-strategies | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
proof-writer | ARIS skills | — | modeling | formal-modeling | — | view | — |
psychology | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
public_economics | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
qje-theory-model | Awesome Journal Skills (AJS) | economics | modeling | formal-modeling | Adds the model or conceptual framework that turns a credible empirical coefficient into a lesson with broad implications — the frame QJE expects around a headline result. | view | ↗ |
quantum_information | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
regulatory_theory | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
rhetoric | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
risk-management | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
science_technology_studies | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
scout_director | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
sociology | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
sociotechnical | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
statistical_mechanics | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
synthesizer | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
technology_acceptance | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
term-structure | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
thermodynamics | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
topology | 100xOS shared skills | economics | modeling | formal-modeling | — | view | — |
/audit-reproducibility | Pedro Sant'Anna's Claude Code Workflow | economics | replication | replication | — | view | ↗ |
/capture-environment | Pedro Sant'Anna's Claude Code Workflow | economics | replication | replication | Snapshots the computational environment (R, Stata or Python) for a replication package and writes the matching lockfiles and version records. | view | ↗ |
/replication-package | Pedro Sant'Anna's Claude Code Workflow | economics | replication | replication dissemination | Assembles a submission-ready replication package to the AEA Data and Code Availability Standard: README, dataset manifest, computational requirements, table and figure map. | view | ↗ |
/review-paper-code | AI Research Feedback (Claes Bäckman) | economics | replication | replication | Reviews an empirical project's LaTeX paper against its Stata, R, or Python code on three fronts: reproducibility (paths, seeds, outputs, dependencies, run order, documentation), code quality, and paper-to-code alignment of tables, variables, sample restrictions, methods, clustering, and fixed effects. Calibrated to treat gaps as items to verify rather than accusations. | view | ↗ |
aer-replication | Auto-Empirical Research Skills (AERS) — first-party skills | economics | replication | replication dissemination | Assembles the AEA Data and Code Availability deposit — README writing and replication-package audit against the current AEA policy (including the February 2026 Data and Code Availability Policy) before the AEA Data Editor review. | view | ↗ |
comparison-evaluation | 100xOS shared skills | economics | replication | replication | — | view | — |
paper-parsing | 100xOS shared skills | economics | replication | replication | — | view | — |
qje-replication-package | Awesome Journal Skills (AJS) | economics | replication | replication dissemination | Builds the reproducible data-and-code deposit required for accepted empirical papers under QJE's data-availability policy. | view | ↗ |
replication-report | 100xOS shared skills | economics | replication | replication | — | view | — |
replication-strategy | 100xOS shared skills | economics | replication | replication | — | view | — |
result-extraction | 100xOS shared skills | economics | replication | replication | — | view | — |
rt-replication-package | Awesome Journal Skills (AJS) | general | replication | replication dissemination | Assembles and validates the Data-Editor replication package against the target venue's data-and-code policy — master script, pinned environment, README/roadmap, restricted-data plan, script-to-exhibit output map, and a Data-Editor-grade checklist. | view | ↗ |
/code-review | Thinking with Agents econ skills (Emily Beam and Erkmen Aslim) | economics | review | code-generation replication | Structured review of Stata, R or Python research code against DIME, Gentzkow-Shapiro, AEA and IPA standards, reporting silent failures, reproducibility risks and style problems by severity, with a replication-package checklist mode. | view | ↗ |
/devils-advocate | Pedro Sant'Anna's Claude Code Workflow | economics | review | referee-simulation | — | view | ↗ |
/diebolt | EconTools | economics | review | referee-simulation | Simulated peer review for economics working papers — a panel of independent referee agents, each with a distinct subspecialisation, personality and fictitious affiliation, reviewing in isolation under strict information barriers; an editor synthesises a prioritised briefing, and accepted revisions are applied to the LaTeX source. Adds a second-model-family (Codex/GPT-5.4) audit when available. | view | ↗ |
/econ-review | Econ Research Skills (Hanlu Long) | economics | review | referee-simulation | Referee-grade review of an economics paper: reconstructs claims and evidence before judging, runs exhaustive parallel audit passes (identification, inference, proofs, tables, figures, numbers, literature frontier, writing), challenges and verifies every surviving comment, and delivers a typeset referee report plus prioritized fix plan — never rewrites the paper. | view | ↗ |
/oracle-review | Pedro Sant'Anna's Claude Code Workflow | economics | review | referee-simulation | Runs an external frontier-model referee from a different vendor (via the Oracle CLI) on a paper, proof, estimator or replication package, then triages each finding as confirmed, refuted or downgraded. | view | ↗ |
/outline | ai-asset-pricing (Alex Dickerson) | finance | review | revision-editing | Analyses paper structure, reporting section balance, word counts and compliance with Cochrane's writing principles. | view | ↗ |
/review-grant | AI Research Feedback (Claes Bäckman) | general | review | research-design | Six-agent panel review of a grant proposal against a target funder (NSF, NIH, ERC, Horizon Europe) or general standards, judging clarity and compliance signals, internal consistency and deliverables, significance and innovation, research design and feasibility, and the budget, timeline, team, and management plan. Inspects budgets, biosketches, data-management plans, and letters of support alongside the narrative. | view | ↗ |
/review-pap | AI Research Feedback (Claes Bäckman) | economics | review | research-design | Six-agent review of a pre-analysis plan against a chosen trial registry (AEA, EGAP, OSF, ClinicalTrials, ISRCTN) or journal standard, covering pre-specification completeness, hypothesis and outcome coverage, identification and causal claims, the statistical analysis plan including power and multiple testing, data and implementation feasibility, and registry fit. Pulls in power calculations, survey instruments, randomization protocols, and mock tables when it finds them. | view | ↗ |
/review-paper | AI Research Feedback (Claes Bäckman) | economics | review | referee-simulation | Eight parallel referee agents produce a pre-submission report against a named journal persona: spelling and style, internal consistency and cross-references, unsupported claims and identification integrity, mathematics and notation, tables and figures, referee assessment, plus a contribution advocate and a contribution skeptic whose opposing ratings are reconciled in a synthesis section. Novelty claims that cannot be verified from the paper's own bibliography are flagged rather than asserted. | view | ↗ |
/review-paper | Pedro Sant'Anna's Claude Code Workflow | economics | review | referee-simulation | — | view | ↗ |
/review-paper | Thinking with Agents econ skills (Emily Beam and Erkmen Aslim) | economics | review | referee-simulation | Simulates a skeptical referee on a paper, checking identification, statistical claims, robustness and presentation, and returns a referee report, a devil's-advocate report and an editorial synthesis. | view | ↗ |
/review-paper-light | AI Research Feedback (Claes Bäckman) | economics | review | referee-simulation | Fast two-agent pre-submission check on contribution, identification, and causal overclaiming — one agent plays a demanding associate editor who rates the contribution and names identification threats, the other hunts causal overclaiming, mechanisms asserted as facts, and missing caveats. Runs in about a minute, for iteration between full reviews. | view | ↗ |
/review-plan | claudeblattman (Chris Blattman) | general | review | referee-simulation | Review a research plan with structured feedback | view | ↗ |
/review-r | Pedro Sant'Anna's Claude Code Workflow | economics | review | referee-simulation | — | view | ↗ |
/seven-pass-review | Pedro Sant'Anna's Claude Code Workflow | economics | review | referee-simulation | — | view | ↗ |
academic-paper-reviewer | Academic Research Skills (ARS) | general | review | referee-simulation | 7-agent multi-perspective peer review with 0–100 quality rubrics (EIC + 3 dynamic reviewers + Devil's Advocate), concession threshold protocol, attack intensity preservation, optional cross-model DA critique/calibration, R&R traceability matrix. | view | ↗ |
aer-referee-sim | Auto-Empirical Research Skills (AERS) — first-party skills | economics | review | referee-simulation | Adversarial internal review before submission — simulates the AER desk screen plus three referee reports with calibrated severity, scores against the editorial rubric, and produces a prioritized revise list; rerun until the simulated verdict is at least major R&R. | view | ↗ |
agent:domain-referee | Pedro Sant'Anna's Claude Code Workflow | economics | review | referee-simulation | — | view | ↗ |
agent:domain-reviewer | Pedro Sant'Anna's Claude Code Workflow | economics | review | referee-simulation | Template agent for substantive domain review of a lecture deck or manuscript section: derivation correctness, assumption sufficiency, citation fidelity, code-theory alignment, logical consistency. | view | ↗ |
agent:editor | Pedro Sant'Anna's Claude Code Workflow | economics | review | referee-simulation | — | view | ↗ |
agent:methods-referee | Pedro Sant'Anna's Claude Code Workflow | economics | review | referee-simulation | — | view | ↗ |
agent:paper-reviewer | Theorist Toolbox | economics | review | referee-simulation | Adversarial gate — a workstream cannot be marked complete until this agent writes an explicit approval file; cross-checks references, unproven blocks, and code-vs-claim consistency. | view | ↗ |
agent:proposal-critic-agent | claudeblattman (Chris Blattman) | social-sciences | review | referee-simulation | Critic agent for grant/research proposals | view | ↗ |
agent:r-package-reviewer | Pedro Sant'Anna's Claude Code Workflow | economics | review | code-generation | R package source reviewer for CRAN readiness: DESCRIPTION and dependency hygiene, NAMESPACE, roxygen completeness, testthat coverage and CRAN-policy red flags. | view | ↗ |
agent:r-reviewer | Pedro Sant'Anna's Claude Code Workflow | economics | review | referee-simulation | — | view | ↗ |
agent:review-methodology | claudeblattman (Chris Blattman) | social-sciences | review | referee-simulation | Methodology review agent | view | ↗ |
agent:sim-reviewer | Pedro Sant'Anna's Claude Code Workflow | economics | review | formal-modeling | Monte Carlo simulation reviewer: assumption regime, DGP and estimand alignment, replication budget and Monte Carlo SE, coverage against the truth, and parallel-seed discipline. | view | ↗ |
agent:slide-auditor | Pedro Sant'Anna's Claude Code Workflow | economics | review | referee-simulation | — | view | ↗ |
agent:tikz-reviewer | Pedro Sant'Anna's Claude Code Workflow | economics | review | referee-simulation | — | view | ↗ |
auto-review-loop | ARIS skills | — | review | referee-simulation | — | view | — |
auto-review-loop-llm | ARIS skills | — | review | referee-simulation | — | view | — |
auto-review-loop-minimax | ARIS skills | — | review | referee-simulation | — | view | — |
beamer | 100xOS shared skills | economics | review | referee-simulation | — | view | — |
blindspot | MixtapeTools (Scott Cunningham) | — | review | Reviews empirical output for what its author is too close to see, listing both problems hidden in plain sight and overlooked opportunities in the results. | — | ↗ | |
code | 100xOS shared skills | economics | review | referee-simulation | — | view | — |
comm-lit-review | ARIS skills | — | review | referee-simulation | — | view | — |
conference-submission | 100xOS shared skills | economics | review | referee-simulation | — | view | — |
consistency-check | 100xOS shared skills | economics | review | referee-simulation | — | view | — |
constructive-feedback | 100xOS shared skills | economics | review | referee-simulation | — | view | — |
data | 100xOS shared skills | economics | review | referee-simulation | — | view | — |
econ-referee | Barrios Skills (John Manuel Barrios) | accounting | review | referee-simulation | A short pre-submission referee workflow for accounting, finance and economics papers. Its iron law is that every major comment cites a page, table or figure, and any claim the manuscript cannot support is marked Unverified, never invented. It classifies the paper, locates the contribution sentence, and audits in a fixed order that stops early only on a fatal flaw. It adds accounting- and finance-specific flags and venue checklists (JAR/TAR/JAE, JF/JFE/RFS, AEA) and always delivers three outputs: substance comments, separate editing notes and a prioritized revision plan. Self-declared original rather than a fork of the PolyForm-noncommercial OpenEcon referee. | view | ↗ |
econometrics | 100xOS shared skills | economics | review | referee-simulation | — | view | — |
final_verdict_prompt.txt | Research Idea Evaluation Pipeline (Alejandro Lopez-Lira) | finance | review | hypothesis-generation | Synthesises the whole evaluation history into a final score with justification and a recommendation on whether the idea is ready to pursue. | — | ↗ |
finance | 100xOS shared skills | economics | review | referee-simulation | — | view | — |
latex | 100xOS shared skills | economics | review | referee-simulation | — | view | — |
paper-review | EvoSkills | — | review | referee-simulation | Multi-perspective peer review | view | — |
patent-review | ARIS skills | — | review | referee-simulation | — | view | — |
qje-referee-strategy | Awesome Journal Skills (AJS) | economics | review | referee-simulation | War-games likely referee objections before submitting, to close gaps pre-emptively given QJE's ~2-week desk screen and ~1-4% acceptance rate; anticipates reports rather than writing the post-decision response. | view | ↗ |
referee-simulation | 100xOS shared skills | economics | review | referee-simulation | — | view | — |
referee2 | MixtapeTools (Scott Cunningham) | — | review | An adversarial second-referee audit in two modes: reviewing a slide deck for rhetoric, visual quality and clean compilation, or re-implementing a paper's code in another language to check that the results replicate. | — | ↗ | |
reference-check | 100xOS shared skills | economics | review | referee-simulation | — | view | — |
research-review | ARIS skills | — | review | referee-simulation | — | view | — |
review | Clo-Author skills | — | review | referee-simulation | — | view | — |
review_eval_prompt.txt | Research Idea Evaluation Pipeline (Alejandro Lopez-Lira) | finance | review | hypothesis-generation | Second-opinion check on an idea evaluation, judging whether the critique and its score are fair and well reasoned before the pipeline acts on them. | — | ↗ |
review_final_verdict_prompt.txt | Research Idea Evaluation Pipeline (Alejandro Lopez-Lira) | finance | review | hypothesis-generation | Audits the final verdict for consistency with the evidence gathered earlier in the pipeline and decides whether the idea passes or goes back for another pivot. | — | ↗ |
rt-simulated-referee | Awesome Journal Skills (AJS) | general | review | referee-simulation | Pre-submission peer-review rehearsal — a calibrated Associate Editor desk-screen plus 2-3 distinct-lens referees for the target venue, adversarially verified and synthesized into a report, decision band, and prioritized skill-mapped fix list. | view | ↗ |
skills-codex-claude-review | ARIS skills | — | review | referee-simulation | — | view | — |
skills-codex-gemini-review | ARIS skills | — | review | referee-simulation | — | view | — |
technical-review | 100xOS shared skills | economics | review | referee-simulation | — | view | — |
visual-formatting | 100xOS shared skills | economics | review | referee-simulation | — | view | — |
writing | 100xOS shared skills | economics | review | referee-simulation | — | view | — |
/adjudicate-review | Pedro Sant'Anna's Claude Code Workflow | economics | revision | revision-editing | Treats every incoming review finding (referee, AI reviewer, linter, second model) as a candidate, checks it against the source, and applies only verified fixes. | view | ↗ |
/proposal-revise | claudeblattman (Chris Blattman) | social-sciences | revision | revision-editing | Revise an existing grant or research proposal | view | ↗ |
/respond-to-eval | Pedro Sant'Anna's Claude Code Workflow | economics | revision | Turns student course evaluations into a teaching-improvement plan: clusters comments into themes and classifies each as Keep, Change or Investigate. | view | ↗ | |
/respond-to-referee | ai-asset-pricing (Alex Dickerson) | finance | revision | revision-editing | Drafts response-letter text and matching LaTeX edits for a single referee point, or a complete reply document from a LaTeX template. | view | ↗ |
/respond-to-referees | Pedro Sant'Anna's Claude Code Workflow | economics | revision | revision-editing | — | view | ↗ |
/strategic-revision | Strategic Revision (jusi-aalto) | general | revision | revision-editing | Turns a set of peer review reports plus the submitted manuscript into a revision roadmap, with every reviewer request traced to its source, dependencies validated as an acyclic graph, and tasks sequenced into execution blocks. | — | ↗ |
aer-rebuttal | Auto-Empirical Research Skills (AERS) — first-party skills | economics | revision | revision-editing | Handles a Revise & Resubmit from AER/AEJ journals — triage, the concede/clarify/push-back decision per comment, and the point-by-point response-letter format editors actually read, aligned with manuscript revisions. | view | ↗ |
paper-rebuttal | EvoSkills | — | revision | revision-editing | Rebuttal pipeline for reviewer comments | view | — |
qje-rebuttal | Awesome Journal Skills (AJS) | economics | revision | revision-editing | Structures the revision and response letter when a QJE decision letter arrives (R&R or reject-and-resubmit); routes re-analysis to the relevant qje-* skill rather than redoing it. | view | ↗ |
rebuttal | ARIS skills | — | revision | revision-editing | — | view | — |
rt-response-to-referees | Awesome Journal Skills (AJS) | general | revision | revision-editing | Turns a referee report into a point-by-point response letter plus revision plan — editor first, every comment answered, each empirical fix backed by a real re-run via the target pack's skill and the execution bridge. | view | ↗ |
/academic-beamer-deck | Thinking with Agents econ skills (Emily Beam and Erkmen Aslim) | economics | slides | dissemination | Builds or redesigns academic Beamer decks from .tex sources, figures and talk context, with a narrative structure, a design system, strict layout and TikZ rules, and a compile check, and returns a compile-ready deck with an organised figures folder. | view | ↗ |
/beamer-presentation | Econ Agent Skills (Jonas Weinert) | economics | slides | dissemination | Builds LaTeX Beamer talks that share the paper's `notation.tex` macros and the same `tabs/` and `figs/` artefacts, so one rerun of the analysis updates paper and slides together and no number is ever re-typeset on a slide. Structures to an explicit time budget (15-20 min conference, 45-60 min seminar, 75-90 min job-market talk, 10-15 min policy briefing), one claim per slide, the claim in the frame title and the evidence in the body, detail pushed to backup slides for Q&A. | view | ↗ |
/build-deck | ai-asset-pricing (Alex Dickerson) | finance | slides | dissemination | Builds and compiles Beamer seminar or conference decks following a Rhetoric of Decks philosophy, with narrative templates, a compile loop and a self-review step. | view | ↗ |
/create-lecture | Pedro Sant'Anna's Claude Code Workflow | economics | slides | dissemination | — | view | ↗ |
/econ-slides | Econ Research Skills (Hanlu Long) | economics | slides | dissemination | Turns an economics paper into a compiled LaTeX/Beamer talk (conference, seminar, job-market, discussant) with strict number provenance, slide-table surgery, timed speaker scripts, and mandatory rendered-page inspection via bundled deck and script checkers. | view | ↗ |
/latex-slide | econ-skills (zbsaygin) | economics | slides | dissemination | Builds, edits, fixes, and reviews Beamer slide decks, with an automated overflow audit. | view | ↗ |
/slide-excellence | Pedro Sant'Anna's Claude Code Workflow | economics | slides | dissemination | — | view | ↗ |
/teach-from-paper | Pedro Sant'Anna's Claude Code Workflow | economics | slides | Turns a research paper into teaching materials: lecture outline, the key results with intuition, a slide skeleton for /create-lecture, discussion questions and a problem-set brief. | view | ↗ | |
academic-slides | EvoSkills | — | slides | dissemination | Academic slide deck generation | view | — |
beamer-presentation | awesome-econ-ai-stuff (Antonio Mele) | general | slides | dissemination | Create academic presentations in Beamer with professional themes. | view | ↗ |
beautiful_deck | MixtapeTools (Scott Cunningham) | — | slides | Builds a Beamer presentation end to end, designing a theme for the intended audience and restructuring existing material around the author's Rhetoric of Decks. | — | ↗ | |
compiledeck | MixtapeTools (Scott Cunningham) | — | slides | Creates and compiles Beamer slide decks following the Rhetoric of Decks conventions; the lighter-weight companion to beautiful_deck. | — | ↗ | |
paper-2-acfin-web | Barrios Skills (John Manuel Barrios) | accounting | slides | dissemination | Turns an empirical accounting or finance manuscript (JAR/JAE/TAR, JF/JFE/RFS) into a project website, a seminar video and a conference poster with the open-source Paper2All toolchain. It adds content priorities the generic pipeline lacks: identification design, institutional setting, archival sample and regression magnitudes up front, and a post-generation checklist for editing the generated copy. Adapted from K-Dense's `paper-2-web` skill and largely rewritten (0.115 word-sequence similarity). | view | ↗ |
paper-slides | ARIS skills | — | slides | dissemination | — | view | — |
paper-talk | ARIS skills | — | slides | dissemination | — | view | — |
pptx | Anthropic Skills (foundational) | — | slides | dissemination | PowerPoint deck generation | view | — |
slides-polish | ARIS skills | — | slides | dissemination | — | view | — |
talk | Clo-Author skills | — | slides | dissemination | — | view | — |
/deploy | Pedro Sant'Anna's Claude Code Workflow | economics | submission | dissemination | — | view | ↗ |
/ehrstyle | EconTools | economics | submission | dissemination | Applies the Economic History Review house style (Feb 2026 Notes for Contributors) to a LaTeX manuscript, bibliography, title page, and cover letter, with a bespoke biblatex style (echr.bbx/echr.cbx) for EHR-specific footnote and bibliography conventions. | view | ↗ |
/submission-disclosures | Pedro Sant'Anna's Claude Code Workflow | economics | submission | dissemination | Generates the submission-time disclosure block: AI-use statement matched to the target journal policy, CRediT roles, conflict-of-interest and data-availability statements. | view | ↗ |
/submission-prep | ai-asset-pricing (Alex Dickerson) | finance | submission | dissemination | Pre-submission checklist for the Journal of Finance, Review of Financial Studies, Journal of Financial Economics or another target journal. | view | ↗ |
aer-submission | Auto-Empirical Research Skills (AERS) — first-party skills | economics | submission | dissemination | Final pre-submission audit for AER/AEJ journals — length, format, cover letter, per-author disclosure statements, file packaging, and routing among the AEA journal family. | view | ↗ |
american-economic-review | Awesome Journal Skills (AJS) | economics | submission | dissemination | Venue-fit skill for AER from the English Social-Science Journal bundle — fit, framing, the method-and-evidence bar, house style, official-submission re-check, and desk-reject heuristics; exemplar of the one-skill-per-journal breadth-bundle format. | view | ↗ |
overleaf-sync | ARIS skills | — | submission | dissemination | — | view | — |
qje-submission | Awesome Journal Skills (AJS) | economics | submission | dissemination | Final pre-submission preflight for QJE via Editorial Express — single-PDF format, double-blind anonymization, author-date references, the no-fee policy, and supplementary files. | view | ↗ |
resubmit-pipeline | ARIS skills | — | submission | dissemination | — | view | — |
rt-journal-match | Awesome Journal Skills (AJS) | general | submission | dissemination | Answers "which journal should I send this to?" — profiles the paper, shortlists candidate venues across 185+ packs, and ranks them into reach/match/safe with a resubmission ladder, reading live venue facts from each pack's source-map. | view | ↗ |
rt-submission-readiness | Awesome Journal Skills (AJS) | general | submission | dissemination | Venue-parameterized go/no-go scorecard on the actual manuscript — fit, identification, robustness, exhibits, exposition, venue mechanics, data/code, pre-empted objections — returning PASS/FLAG/FAIL per dimension plus desk-reject risk. | view | ↗ |
submit | Clo-Author skills | — | submission | dissemination | — | view | — |
Skill count by category¶
Click a category to filter the table above.
| Category | Count |
|---|---|
modeling | 83 |
drafting | 76 |
review | 61 |
infra | 59 |
analysis | 52 |
data-handling | 48 |
audit | 44 |
literature | 40 |
figures | 22 |
editing | 21 |
ideation | 19 |
slides | 18 |
design | 15 |
code-gen | 14 |
meta | 14 |
replication | 12 |
submission | 12 |
revision | 11 |