Data pipeline demo data pipeline
Use when running data pipeline workflows for data-pipeline-demo.From its SKILL.md
npx -y skills add guorunjie/skillpack-forge --skill data-pipeline-demo-data-pipelineAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
2 things to look at
- 1 stars1 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.
- runs commandsInstructs the agent to run 5 commands, including `npm install` and 4 more.
SKILL.md
1.1 KB, 218 tokens by cl100k_base, as published. Nobody here has run it
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
What ships with it
Read from the repository
Just SKILL.md. No reference files, no scripts.