chanw-research/claude-code-paper-writing/stata-plan

Claude Code and agent skill by chanw-research/claude-code-paper-writing

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Convert an empirical design into a Stata execution plan or optional do-file skeleton covering merge, variable construction, regressions, robustness, and exports

Install

npx vskill@latest install chanw-research/claude-code-paper-writing/stata-plan

SKILL.md

/stata-plan

Read the selected empirical design, wiki/variables/*.md, wiki/datasets/*.md, wiki/models/*.md, robustness and heterogeneity pages, plus local .do, .dta, .xlsx, dictionaries, and READMEs.

By default, create wiki/outputs/stata-plan-{slug}-{YYYY-MM-DD}.md with:

  1. Input data
  2. Merge keys and merge order
  3. Sample filters
  4. Variable construction
  5. Winsorization and missing-value handling
  6. Descriptive statistics
  7. Correlations
  8. Baseline regressions
  9. Mechanism tests
  10. Heterogeneity tests
  11. Robustness checks
  12. Table exports
  13. Verification checklist

Only when the user passes --write-do, also create wiki/outputs/stata-plan-{slug}-{YYYY-MM-DD}.do.

Constraints:

  • Never overwrite existing user .do files.
  • Do not invent final variable names; use placeholders and mark needs confirmation when names are uncertain.
  • Include checks for sample size, merge results, missingness, and variable distributions.

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