← ClaudeAtlas

data-pipeline-demo-data-pipelinelisted

Use when running data pipeline workflows for data-pipeline-demo.
guorunjie/skillpack-forge · ★ 1 · AI & Automation · score 70
Install: claude install-skill guorunjie/skillpack-forge
# data-pipeline-demo-data-pipeline Generated from `skillpack.yaml` by Skillpack Forge. ## Project Data pipeline workflows for extraction, validation, transformation, and reporting. ## Workflow - Locate source data, schema contracts, and expected output destinations - Run validation first, such as npm run data:validate, before transforming data - Run extraction or transformation on a small sample or dry run - Compare row counts, null rates, key fields, and generated report artifacts - Document assumptions, skipped checks, and any remaining data quality risk ## Commands - install: `npm install` - test: `npm test` - data:validate: `npm run data:validate` - data:transform: `npm run data:transform` - data:report: `npm run data:report` ## Principles - Preserve raw inputs and keep derived outputs separate - Validate schemas, row counts, checksums, and representative samples - Run transformations on a narrow sample before full pipeline execution - Record data assumptions, freshness, and known quality gaps