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requirement-detector

Detect writing-norm keywords and load corresponding knowledge-base documentation.

61|25|Updated Oct 15, 2025
One-click install
npx skills add https://github.com/wordflowlab/novelweave --skill requirement-detector
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: requirement-detector
Source: https://github.com/wordflowlab/novelweave/tree/main/templates/skills/quality-assurance/requirement-detector
Command: npx skills add https://github.com/wordflowlab/novelweave --skill requirement-detector

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill automatically identifies and applies your specific writing requirements (e.g., "no AI flavor," "fast-paced," "sweet romance"), ensuring the AI consistently adheres to your desired style and content standards. It eliminates the need for manual instruction repetition.

Core Features & Use Cases

  • Keyword Detection: Automatically recognizes terms like "AI flavor," "fast-paced," "no poison," "sweet romance," and more.
  • Dynamic Knowledge Loading: Loads relevant knowledge bases (e.g., anti-ai-v4, fast-paced) to guide AI generation.
  • Conflict Resolution: Identifies and helps resolve conflicting requirements (e.g., "serious literature" vs. "fast-paced").
  • Use Case: Ensure your AI-generated content always meets specific quality standards, whether you need a "natural-sounding, fast-paced web novel" or a "deep, emotionally resonant literary piece."

Quick Start

To activate specific writing requirements:

Simply describe your needs in natural language:

"I want a fast-paced, sweet romance with no AI flavor."

The Skill will detect keywords and apply the rules.

Frequently Asked Questions about requirement-detector

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

FAQPage Schema
How do I automatically detect and apply writing requirements like 'no AI flavor' or 'fast-paced' to my content?▼

This Skill detects writing-norm keywords you provide—such as 'no AI flavor,' 'fast-paced,' 'sweet romance'—and automatically loads corresponding knowledge bases to guide AI generation. You describe your requirements in natural language, and the Skill applies the rules without manual repetition.

What happens when writing requirements conflict, like 'serious literature' and 'fast-paced'?▼

The Skill identifies conflicting requirements through its conflict-resolution logic and helps you resolve them. It surfaces the contradiction so you can clarify which standard takes priority for your project.

Can I use this Skill with my existing AI generation pipeline?▼

Yes. The Skill integrates with style-detector outputs and updates project pipeline configurations via Edit operations. It loads knowledge bases and enables configuration changes to ensure consistent AI adherence to your writing standards throughout your workflow.

What writing standards and genres does this Skill recognize?▼

The Skill detects keywords across writing requirements including AI-removal methods, pacing, tone, emotional intensity, and genre conventions. Examples include 'no AI flavor,' 'fast-paced,' 'sweet romance,' and 'no poison,' with corresponding knowledge bases for each.

How does the Skill ensure my AI output consistently meets quality standards?▼

It loads relevant knowledge-base documentation based on detected keywords and applies those standards as configuration rules in your pipeline. This eliminates manual instruction repetition and ensures consistent adherence to your specified style and content requirements.

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