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chapter-briefs

Generate per-chapter writing briefs from outline.yml and subsection_briefs.jsonl.

497|38|Updated Jan 7, 2026
Search Tags:#writing#synthesis#outlining#coherence#brief generation#chapter structure
One-click install
npx skills add https://github.com/WILLOSCAR/research-units-pipeline-skills --skill chapter-briefs
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: chapter-briefs
Source: https://github.com/WILLOSCAR/research-units-pipeline-skills/tree/main/.codex/skills/chapter-briefs
Command: npx skills add https://github.com/WILLOSCAR/research-units-pipeline-skills --skill chapter-briefs

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill addresses the challenge of creating cohesive chapters in long-form documents by generating structured writing briefs for each H2 section, ensuring a logical flow and consistent narrative.

Core Features & Use Cases

  • Chapter-Level Synthesis: Generates a "throughline" and "lead paragraph plan" for each chapter, guiding the writer on the overall narrative and key points.
  • Cross-Section Coherence: Identifies "key contrasts" and "bridge terms" across subsections to maintain consistency and avoid repetitive phrasing.
  • Use Case: When writing a literature survey, this Skill helps ensure each chapter has a clear argumentative thread and that the H3 subsections logically build upon each other, preventing a disjointed reading experience.

Quick Start

Use the chapter-briefs skill to generate briefs for the chapters defined in outline/outline.yml and outline/subsection_briefs.jsonl.

Frequently Asked Questions about chapter-briefs

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

FAQPage Schema
How do I generate chapter briefs for long-form writing from an outline?▼

To generate chapter briefs, the Skill processes outline.yml and subsection_briefs.jsonl to synthesize subsection intents into chapter-level throughlines, key contrasts, and lead paragraph plans, outputting chapter_briefs.jsonl.

What is the best way to ensure narrative coherence across H3 subsections in a document?▼

To ensure narrative coherence, the Skill identifies key contrasts and bridge terms across H3 subsections, synthesizing them into a chapter-level throughline that maintains a logical flow and prevents disjointed reading.

Can I use this chapter structure generation tool with my existing outline YAML file?▼

Yes, you can use this Skill with your existing outline YAML file, as it requires outline.yml and subsection_briefs.jsonl as inputs to generate per-chapter writing briefs.

Do I need subsection briefs before creating chapter-level throughlines?▼

Yes, you need subsection briefs before creating chapter-level throughlines, because the Skill synthesizes subsection intents from subsection_briefs.jsonl to form the overarching narrative thread for each H2 chapter.

How does chapter brief synthesis prevent repetitive phrasing in long-form documents?▼

Chapter brief synthesis prevents repetitive phrasing by identifying cross-section key contrasts and bridge terms, guiding the writer to maintain consistent narrative flow without reusing identical expressions across H3 subsections.

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