tmonk/stata-data-audit
skills-catalog/data-audit/SKILL.md
Audit datasets for structure, missingness, labeling, suspicious values, duplicate identifiers, and documentation readiness. Use when a researcher asks for data QA, codebook review, sanity checks, or pre-analysis cleanup guidance.
$ install --global
skillsauthnpx skillsauth add tmonk/mcp-stata stata-data-auditInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Last scanned: May 8, 2026, 2:37 AM120.5s1 file scanned
SKILL.md
- name:
- stata-data-audit
- description:
- Audit datasets for structure, missingness, labeling, suspicious values, duplicate identifiers, and documentation readiness. Use when a researcher asks for data QA, codebook review, sanity checks, or pre-analysis cleanup guidance.
Data Audit
Run a compact but explicit audit of the active dataset.
- Start with
stata_inspect_data(action="describe")andstata_inspect_data(action="summary"). - Use targeted
codebook,search, andstata_runchecks for key variables or suspicious patterns. - Report concrete issues, not generic reassurance.
Read references/checklist.md for the full audit checklist and recommended output format.
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