lab-factory

Name: lab-factory
Availability: InStock
Author: Orda-by-Move

Orchestrate parallel multi-stage webnovel production pipelines with sub-agent fan-out and quality control loops.

Updated May 28, 2026

Search Tags:#automation #creative writing #parallel processing #orchestration #pipeline #webnovel

Ready to run

npx skills add https://github.com/Orda-by-Move/jhs-novel-lab-plugin --skill lab-factory

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: lab-factory
Source: https://github.com/Orda-by-Move/jhs-novel-lab-plugin/tree/main/skills/lab-factory
Command: npx skills add https://github.com/Orda-by-Move/jhs-novel-lab-plugin --skill lab-factory

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This skill solves the bottleneck of manual, serial webnovel production by orchestrating parallel, self-correcting pipelines for multiple novel projects simultaneously.

Core Features & Use Cases

Parallel Orchestration: Automatically spawns independent sub-agents to manage multiple novel projects (boxes) at once, ensuring high-throughput creation.
PIPELINE_LAW Enforcement: Integrates a strict gate-based workflow (design, create, diagnose, readthrough, embody, factcheck, polish, eval) with automated feedback loops to ensure quality standards are met before deployment.
Use Case: A creator can input five different novel concepts, and the skill will independently manage the entire lifecycle for each—from initial design and character development to committee evaluation and deployment—without manual intervention.

Quick Start

Use the lab-factory skill to initiate and manage the parallel production of three new webnovel projects based on the provided concepts.

Frequently Asked Questions about lab-factory

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

FAQPage Schema

How do I automate parallel webnovel production for multiple projects?▼

Automated webnovel production runs multiple novel projects simultaneously by spawning independent sub-agents that manage the entire lifecycle from design to deployment without manual intervention.

What is a gate-based pipeline workflow for creative writing?▼

A gate-based creative writing pipeline enforces strict quality stages including design, drafting, fact-checking, and committee evaluation, ensuring automated feedback loops correct errors before deployment.

Can I manage multiple novel projects independently within a unified workspace?▼

Yes, multiple novel projects are managed independently within a unified workspace through sub-agent fan-out, ensuring strict gate-keeping and recursive error correction are isolated per project.

How do I set up iterative quality control loops for large-scale creative writing?▼

Iterative quality control loops for large-scale creative writing are set up by applying automated pipeline enforcement across stages like diagnose, readthrough, factcheck, polish, and eval.

Does parallel orchestration work for high-throughput webnovel generation without manual intervention?▼

Parallel orchestration supports high-throughput webnovel generation by automatically spawning independent sub-agents to manage multiple novel boxes from initial design through committee evaluation.

What are the limitations of automating serial webnovel production pipelines?▼

Automated serial webnovel pipelines require strict gate-based workflows and recursive error correction, meaning any stage failure triggers feedback loops that must resolve before progressing to deployment.