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outline-quality-check

Reviews AI-generated novel outlines, characters, settings, and save requests against structural standards.

751|136|Updated May 31, 2026
Search Tags:#novel writing#AI writing#quality check#chapter outline#character profile#outline review#save protocol
One-click install
npx skills add https://github.com/Mochocyang/QMAI --skill outline-quality-check
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: outline-quality-check
Source: https://github.com/Mochocyang/QMAI/tree/main/skills/SkillHub/QualitySkill/outline-quality-check
Command: npx skills add https://github.com/Mochocyang/QMAI --skill outline-quality-check

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

AI-generated novel outlines often miss required fields, break genre routing rules, or accidentally contain full prose instead of outline structure, which corrupts long-form fiction projects before storage. This Skill inspects outline artifacts against documented standards and returns a pass/revise/fail verdict with actionable fixes.

Core Features & Use Cases

  • Multi-artifact review: Checks genre cards, master outlines, volume outlines, chapter outlines, character profiles, setting files, and foreshadowing records against their respective standards.
  • Save protocol validation: Verifies outlineSaveRequest payloads include targetFolder, fileName, fileType, writeMode, referencedSkills, and content before storage.
  • Boundary enforcement: Rejects outputs that generate prose instead of outline structure, and flags unauthorized replace-mode writes.
  • Use Case: Before saving an AI-generated chapter outline for chapter 1, run this check to confirm it includes prior-chapter continuity, a causal event chain, character state updates, and a handoff hook for the next chapter.

Quick Start

Ask the AI to quality-check this chapter outline file against the chapter outline standard and report whether it can be saved.

Frequently Asked Questions about outline-quality-check

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

FAQPage Schema
How do I check an AI-generated chapter outline before saving it?▼

Run the outline quality check on the chapter outline file. It verifies required fields like prior-chapter continuity, core event chain, emotional curve, character state, setting updates, foreshadowing, and next-chapter handoff, then returns a pass, revise, or fail verdict.

What outline file types can this quality check review?▼

It reviews genre cards, master outlines, volume outlines, chapter outlines, character profiles, setting documents, foreshadowing files, and outline save requests. Each type is checked against its corresponding documented standard.

What happens if the AI writes prose instead of an outline?▼

The check returns a fail verdict because generating prose violates the outline boundary. It requires the output to be restructured into proper outline format and also validates the save protocol before any storage.

How is the outline save request validated?▼

The check confirms the presence of outlineSaveRequest fields including targetFolder, fileName, fileType, writeMode, referencedSkills, and content. It also verifies the target folder follows storage conventions and that replace mode has explicit user authorization.

What are the pass criteria for outline quality review?▼

Pass requires zero mandatory fixes. One to three mandatory fixes with intact structure yields a revise verdict. Fail results from wrong genre routing, unexecutable chapter outlines, missing save protocol, or prose generation.

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