LambenthanCommunity·32 Agent Skills Included

empiricalwiki

Compounding research wiki for empirical economics and finance papers

Ingests empirical and theory papers into a structured, cross-linked research wiki covering variables, datasets, models, identification strategies, and robustness checks. Eliminates scattered notes, lost variable definitions, and repeated literature re-reading across accounting, finance, and economics projects. Generates research designs, Stata execution plans, surveys, paper drafts, and rebuttals directly from the accumulated knowledge graph.

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npx skills add Lambenthan/empiricalwiki --all -g -y

Available:

Defines the wiki's page types, bidirectional linking rules, graph maintenance constraints, and skill routing so the agent reads, writes, and links research pages consistently without corrupting user-owned sources.

All Skills in This Repository (32)

Pure Emerald Level Indicators

📦 In Repo

Lambenthan

research

Orchestrate an end-to-end research workflow with resumable YAML-defined pipeline stages.

daily-arxiv

Discover arXiv papers and ingest relevant ones into a research wiki.

/init

Build an EmpiricalWiki workspace from PDFs and notes with parallel ingestion.

/variable-map

Consolidates empirical variables from wiki pages into an executable dictionary with comparison table.

exp-design

Generate claim-driven experimental plans with baseline, validation, ablation, and robustness blocks.

/paper-draft

Generate a complete LaTeX paper draft from a wiki-linked PAPER_PLAN.

discover

Generate ranked paper shortlists from anchor, topic, or wiki seeds.

ask

Retrieves wiki pages and synthesizes evidence-grounded answers with citations.

/prefill

Generate slugged wiki foundation pages from Wikipedia or LLM definitions.

ingest

Convert research papers into cross-referenced EmpiricalWiki pages with bidirectional links.

reset

Reset EmpiricalWiki workspaces to a clean scaffold by scope.

setup

Configure missing environment variables for EmpiricalWiki external services.

Community

Intermediate

Frequently Asked Questions

FAQPage Schema

How to install EmpiricalWiki?▼

Run `npx skills add Lambenthan/empiricalwiki --all -g -y` in your terminal to install all skills globally.

What does EmpiricalWiki do with my research papers?▼

It splits each paper into structured pages for variables, datasets, models, mechanisms, identification strategies, and robustness checks, all cross-linked in one knowledge graph. Each new paper enriches the existing library instead of being summarized in isolation.

Can EmpiricalWiki generate a Stata analysis plan?▼

Yes. The stata-plan skill converts your research design into a Stata execution plan or do-file skeleton covering data merging, variable construction, regressions, and robustness checks, with templates for DID, PSM, IV, RDD, and TWFE.

Does EmpiricalWiki work with Claude Code and other coding agents?▼

Yes. It follows the standard SKILL.md format and ships AGENTS.md plus CLAUDE.md orchestration files, so it runs in Claude Code, Codex, Cursor, and similar environments.

Can EmpiricalWiki help write and defend a paper?▼

Yes. It can draft LaTeX papers from your claim graph, compile them with submission checks, and generate point-by-point rebuttals that map reviewer concerns to your stored evidence.