{"slug":"aperivue-generate-codebook","source_name":"aperivue/generate-codebook","name":"Aperivue/Generate Codebook","description":"Generate a citable data dictionary / codebook from a tabular dataset (CSV/TSV/Excel/Parquet/Stata/SAS). Profiles every variable — role, type, units placeholder, level frequencies, range/quantiles, missingness — and emits codebook.md + codebook.json. Flags coded variables whose level meanings are unknown as [NEEDS DICTIONARY] rather than guessing them, feeding /define-variables and the dictionary-first workflow.","version":1,"lift":{"pass_rate_delta_pts":63.64,"pass_rate_pct":81.8,"total_cases":22,"passed_cases":18,"tokens_delta_pct":23.8,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-24T22:14:34.849971+00:00"},"skill_score":0.8182,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":63.64,"with_pass_pct":81.8,"without_pass_pct":18.2,"tokens_delta_pct":23.8,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":20,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-24T22:14:34.849971+00:00","run_id":"24deae64-bcd7-4e62-ac69-ab380f7ec750","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":"MIT","install_count":0,"manifest_hash":"8b37bce858184b5af9c6e237b30ea32a919e30400ffe9de55cfbb7746011dc54","raw_url":"https://app.decimal.ai/s/aperivue-generate-codebook/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/aperivue-generate-codebook"}