worker-factory

Generate GeoSupply Layer 5 worker scaffolds with templates and test scaffolds.

Updated Mar 5, 2026

Search Tags:#automation #testing #templates #scaffolding #audit #worker #geosupply

Ready to run

npx skills add https://github.com/ShubhamManachekar/GeoSupply --skill worker-factory

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: worker-factory
Source: https://github.com/ShubhamManachekar/GeoSupply/tree/main/.agent/skills/worker-factory
Command: npx skills add https://github.com/ShubhamManachekar/GeoSupply --skill worker-factory

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Rapid production-ready scaffolding of GeoSupply workers for Layer 5 deployments, reducing setup time and ensuring consistency across archetypes.

Core Features & Use Cases

Templates and patterns for STATIC, Translation/Analysis, Verifier/RAG, and CPU-only ML workers.
Integrated test scaffold and audit registration for fast validation and compliance.
Reusable foundation to spin up production-grade workers with minimal boilerplate.

Quick Start

Run the worker factory to generate a ready-to-deploy worker scaffold for a chosen archetype.

Frequently Asked Questions about worker-factory

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

FAQPage Schema

How do I scaffold a GeoSupply worker for Layer 5 deployments?▼

Scaffolding a GeoSupply worker for Layer 5 deployments is automated by generating a ready-to-deploy template using the worker factory. This produces production-ready code with minimal boilerplate for your chosen archetype.

What types of worker archetypes can I generate templates for?▼

You can generate templates for static decoders, translation and analysis workers, verifier and RAG workers, and CPU-only ML workers. Each template includes integrated test scaffolds for fast validation.

How does automatic audit registration work for generated workers?▼

Automatic audit registration for generated workers is handled via Python's __subclasses__ discovery mechanism. This approach dynamically detects and registers new worker archetypes to ensure compliance.

Can I generate test scaffolds alongside my production-ready worker boilerplate?▼

Yes, generating test scaffolds alongside production-ready worker boilerplate is a core feature. The integrated test scaffold allows you to perform fast validation and compliance checks immediately after generation.

Do I need any external dependencies to run the worker factory?▼

No external dependencies are required to run the worker factory. It operates independently to provide reusable foundations and templates for spinning up production-grade GeoSupply workers.

What is the best way to reduce setup time when creating multiple GeoSupply worker archetypes?▼

The best way to reduce setup time when creating multiple GeoSupply worker archetypes is to use an automated scaffolding tool. This ensures consistency across archetypes by providing reusable templates with minimal boilerplate.