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killstata

v0.1.7

Published

AI-native econometrics CLI with staged data import, regression workflows, and paper-ready outputs.

Readme

killstata

npm version Windows first

killstata is an AI-native CLI for econometric analysis workflows.

It is designed for users who need reproducible data import, staged preprocessing, econometric estimation, and paper-ready outputs from the command line.

Install

Recommended for Windows users:

npm i -g killstata@latest

For source development:

bun install

Quick Start

killstata
killstata --version
killstata init
killstata skills list

Screenshots

KillStata start screen

KillStata capability view

Common Prompt Examples

  • Import this Excel file and show me the schema.
  • Run QA on the current dataset and tell me if panel keys are duplicated.
  • Use the current panel stage and run a fixed-effects regression with clustered SE.
  • Export a three-line table and a short result summary.

What It Supports

  • Data import from CSV, XLSX, and DTA
  • Structured working datasets with tracked stages
  • QA, filtering, preprocessing, and rollback workflows
  • Econometric methods such as OLS, panel fixed effects, DID-style flows, IV, and PSM-related flows
  • Output generation for summaries, regression tables, and deliverables

Output Layout

Typical artifact layout:

.killstata/
  datasets/
    <datasetId>/
      manifest.json
      stages/
      inspection/
      meta/
      audit/
      reports/

Install Troubleshooting

If installation succeeds but the CLI still does not start, retry the Windows-first install path:

npm i -g killstata@latest

If you are developing from source on a platform without a bundled native binary, install Bun:

  • https://bun.sh

Key Design

  • Continue from saved artifacts instead of rereading raw files
  • Treat preprocessing as tracked stages, not silent overwrites
  • Generate outputs from structured result files for better traceability

Repository

  • GitHub: https://github.com/dean-create/KillStata

License

MIT