section_drafting

Draft academic thesis prose for sections using NotebookLM research and a three-layer writing pipeline.

Updated Feb 3, 2026

Search Tags:#notebooklm #scientific writing #thesis writing #research integration #academic prose #section drafting

Ready to run

npx skills add https://github.com/aurelio-amerio/phd-thesis --skill section-drafting

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: section_drafting
Source: https://github.com/aurelio-amerio/phd-thesis/tree/main/.agent/skills/section_drafting
Command: npx skills add https://github.com/aurelio-amerio/phd-thesis --skill section-drafting

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill automates the writing of academic prose for thesis sections and subsections, ensuring scientific rigor, adherence to personal style, and clear communication.

Core Features & Use Cases

Automated Drafting: Generates prose for chapter introductions, subsections, and subsubsections based on research and outlines.
Multi-Layered Writing Pipeline: Integrates scientific writing principles, AI-humanization passes, and personal style adaptation.
Research Orchestration: Leverages NotebookLM for targeted research and citation management.
Use Case: When you need to write Section 3.2.1 of your thesis, this Skill will research the topic, draft the content following a strict writing pipeline, and ensure it integrates seamlessly with the rest of your chapter.

Quick Start

Use the section_drafting skill to draft subsection 2.1 of chapter 2.

Frequently Asked Questions about section_drafting

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

FAQPage Schema

How do I automate thesis writing for specific sections using research integration?▼

To draft academic thesis prose, this Skill requires parsing existing chapter outlines, thesis arcs, and previous drafts as input. It then orchestrates a three-layer writing pipeline—scientific writing, humanization, and style adaptation—to generate coherent subsections.

Can I use NotebookLM for targeted research and citation management when drafting academic prose?▼

Yes, NotebookLM is leveraged directly within the section drafting pipeline for targeted research and citation management. It ensures the generated academic prose maintains scientific rigor and accurately integrates necessary citations.

What is the best way to ensure continuity when drafting a thesis section by section?▼

Ensuring continuity requires parsing chapter outlines, thesis arcs, and existing drafts before generating new subsections. This approach guarantees that newly drafted academic prose integrates seamlessly with the established narrative and structure of the chapter.

Does academic prose drafting require a specific writing pipeline to maintain personal authorial style?▼

Yes, maintaining personal authorial style requires a three-layer writing pipeline: scientific writing for rigor, an AI-humanization pass for natural tone, and style adaptation. This ensures the drafted thesis section matches your specific voice.

Are there limitations to using automated scientific writing for subsubsections?▼

The primary limitation is the dependency on parsing accurate chapter outlines, thesis arcs, and existing drafts. Without proper contextual inputs, the automated drafting pipeline cannot ensure coherence, continuity, or proper research integration for subsubsections.