lab-diagnose

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

Automates diagnostic, correction, and verification of webnovel episodes via a 3-phase Producer-Reviewer pattern.

Updated May 28, 2026

Search Tags:#automation #writing #narrative #quality-assurance #diagnostic #webnovel

Ready to run

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

💬 Prompt for ChatGPT / Claude Chat▼

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

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This skill addresses the inconsistency and quality degradation in long-form webnovel writing by automating the diagnostic, correction, and verification process through a rigorous 3-Phase Producer-Reviewer pattern.

Core Features & Use Cases

12-Axis Diagnostic: Evaluates episodes based on 12 narrative axes and 4 domain-specific criteria to ensure structural and thematic integrity.
Self-Correcting Loop: Automatically triggers text-executor and text-reviewer agents to revise and verify content until it meets quality thresholds.
Use Case: When a writer completes an episode, this skill automatically checks for plot holes, character inconsistencies, and factual errors, applying necessary revisions without manual intervention.

Quick Start

Use the lab-diagnose skill to perform a full 12-axis diagnostic and correction cycle on the current episode.

Frequently Asked Questions about lab-diagnose

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

FAQPage Schema

How do I automate webnovel quality assurance for plot and character consistency?▼

Automate webnovel quality assurance using a 3-Phase Producer-Reviewer pattern that evaluates episodes against 12 narrative axes and 4 domain-specific criteria to detect plot holes and character inconsistencies.

What is the 12-axis diagnostic process for webnovel writing?▼

The 12-axis diagnostic evaluates completed webnovel episodes across 12 narrative axes and 4 domain-specific criteria to ensure structural and thematic integrity, automatically checking for factual errors and plot holes.

How do I set up an automated correction loop for webnovel episodes?▼

Set up an automated correction loop by integrating axis-checker, text-executor, and text-reviewer agents that diagnose, revise, and verify webnovel content until it meets defined quality thresholds.

Can I use automated narrative diagnostics for long-form creative writing pipelines?▼

Automated narrative diagnostics apply directly to long-form creative writing pipelines, addressing quality degradation by enforcing consistent character arcs, plot integrity, and factual accuracy without manual intervention.

Does the webnovel diagnostic loop require specific agents to function?▼

The webnovel diagnostic loop requires integration with axis-checker, text-executor, and text-reviewer agents to enforce narrative standards and execute the self-correcting revision cycle.

When should I avoid using automated self-correcting loops for webnovel writing?▼

Avoid using automated self-correcting loops when your webnovel pipeline lacks the required axis-checker, text-executor, and text-reviewer agents, as the verification process depends on them to enforce narrative standards.