novel-summarizer

Summarize novel chapter ranges from URLs into structured Markdown reports.

1|Updated Apr 20, 2026
One-click install
npx skills add https://github.com/ntd237/draft_toolkits_20042026 --skill novel-summarizer-ntd237
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: novel-summarizer
Source: https://github.com/ntd237/draft_toolkits_20042026/tree/main/.agents/skills/novel-summarizer
Command: npx skills add https://github.com/ntd237/draft_toolkits_20042026 --skill novel-summarizer-ntd237

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Reading long web novels chapter by chapter is time-consuming, and quick one-line summaries lose plot details, character developments, and foreshadowing. This Skill fetches each chapter in a requested range from its URL and produces detailed, accurate, structured summaries without missing key events. ## Core Features & Use Cases - URL Pattern Detection: Analyzes a sample link to infer the chapter URL scheme (plain numbers, zero-padded, or slug-based) and builds the full chapter list for the requested range. - Structured Per-Chapter Summaries: Outputs chapter title, characters and locations, a 3-6 bullet event timeline, and cliffhanger or plot-twist highlights for every chapter. - Arc Overview & Consistency Checks: Generates a cross-chapter story arc summary, preserves original proper nouns (cultivation realms, techniques, artifacts), and reports failed chapters instead of fabricating content. - Use Case: You provide a link to a xianxia novel and ask for chapters 5 to 8; the Skill fetches each chapter and returns a Markdown report covering the full arc with per-chapter breakdowns. ## Quick Start Summarize chapters 5 through 8 of this novel from the link I provide, with detailed per-chapter breakdowns and an overall arc overview.

Frequently Asked Questions about novel-summarizer

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

FAQPage Schema
How do I summarize a range of novel chapters from a URL?▼

Provide a sample chapter link and the desired range, such as chapters 5 to 8. The Skill infers the URL numbering pattern, fetches each chapter, and returns structured per-chapter summaries plus an overall arc overview.

What novel genres does chapter summarization support?▼

It supports web novels including xianxia, wuxia, fantasy, urban, romance, and light novels. Proper nouns like cultivation realms, techniques, and artifacts are preserved in their original form for consistency.

What happens when a chapter URL fails to load?▼

Failed chapters due to 404, 403, Cloudflare blocks, or paywalls are reported explicitly to the user. The Skill never fabricates content for missing chapters and instead asks you to paste the raw chapter text.

Can it handle zero-padded or slug-based chapter URLs?▼

Yes, it detects plain numeric patterns like chuong-5.html, zero-padded forms like c05, and slug URLs containing chapter titles. For slug URLs it follows next-chapter links found in the page HTML.

What are the limitations of URL-based novel summarization?▼

It cannot bypass paywalls, anti-bot protections, or sites that block content extraction. Chapters behind such barriers must be supplied manually as pasted text for summarization.