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new-pipeline

Generate BioETL pipeline skeletons with transformers and baseline checks.

1|Updated Dec 1, 2025
Search Tags:#automation#verification#scaffold#config#pipeline#transformer#bioetl
One-click install
npx skills add https://github.com/SatoryKono/BioactivityDataAcquisition --skill new-pipeline
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: new-pipeline
Source: https://github.com/SatoryKono/BioactivityDataAcquisition/tree/main/docs/skills/local/new-pipeline
Command: npx skills add https://github.com/SatoryKono/BioactivityDataAcquisition --skill new-pipeline

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Quickly scaffolds a complete BioETL pipeline template for a new provider/entity, including configuration scaffolding, transformer registration hooks, and baseline verification checks to standardize onboarding and reduce setup time.

Core Features & Use Cases

  • Scaffold boilerplate configuration and pipeline skeleton for a new provider/entity.
  • Register and wire transformers and validation checks to enforce data quality baselines.
  • Use case: adding a new data source (e.g., ChEMBL, PubChem, UniProt) into an existing BioETL deployment with minimal boilerplate.

Quick Start

Run the new-pipeline skill with your provider/entity identifiers to generate a ready-to-use BioETL pipeline skeleton, then follow the prompts to configure transformers and baseline checks.

Frequently Asked Questions about new-pipeline

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I scaffold a BioETL pipeline for a new data source like ChEMBL or PubChem?▼

To scaffold a BioETL pipeline, run the skill with your provider and entity identifiers to generate a reproducible skeleton, wired transformers, and integrated baseline verifications.

What is the best way to standardize onboarding for new providers in a BioETL deployment?▼

Standardizing onboarding for new providers involves generating a consistent pipeline template with boilerplate configuration, transformer registration hooks, and baseline verification checks to reduce setup time.

How do I wire transformers and set up baseline verification checks for a new data entity?▼

Wiring transformers and setting up baseline verification checks happens during the scaffolding process, where the skill registers validation hooks to enforce data quality baselines for the new entity.

Does the BioETL scaffolding process require manual configuration after generating the pipeline skeleton?▼

BioETL scaffolding requires some manual configuration after generating the pipeline skeleton, as users must follow the prompts to configure transformers and baseline checks according to their specific data source.

Can I use this pipeline scaffolding approach for UniProt data integration?▼

Pipeline scaffolding supports UniProt data integration by producing a ready-to-use template that standardizes the inclusion of new data sources into an existing BioETL deployment with minimal boilerplate.

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