title-intelligence

Aggregate title metrics from multiple platforms into a unified view.

Updated Jul 22, 2025
One-click install
npx skills add https://github.com/creepyblues/kstorybridge-integrated --skill title-intelligence
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: title-intelligence
Source: https://github.com/creepyblues/kstorybridge-integrated/tree/main/.claude/skills/title-intelligence
Command: npx skills add https://github.com/creepyblues/kstorybridge-integrated --skill title-intelligence

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Collects and harmonizes title-related metrics from multiple Korean and English platforms and fan-engagement sources to provide a single, up-to-date view of title performance.

Core Features & Use Cases

  • Cross-platform data collection: fetches views, rating, subscribers, and engagement metrics from Naver Webtoon, Kakao, Manta, Reddit, AO3, and more.
  • Title intelligence workflows: supports single-title and batch collection, updates existing data, and tracks data changes over time.
  • Use Case: when onboarding a new title or refreshing metrics for an existing title, run a coordinated data pull and map results to your titles table.

Quick Start

Provide a title name or URL to start an automated cross-platform data collection.

Frequently Asked Questions about title-intelligence

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

FAQPage Schema
How do I aggregate webtoon and webnovel metrics across multiple platforms?

To aggregate webtoon and webnovel metrics across multiple platforms, this Skill applies end-to-end data collection workflows with platform-specific scrapers to fetch views, ratings, and subscribers from Naver Webtoon, Kakao, Manta, Reddit, and AO3, mapping results into a unified view.

Can I collect title data from fan-engagement sources like Reddit and AO3?

Yes, you can collect title data from fan-engagement sources like Reddit and AO3. The Skill fetches cross-platform engagement metrics from these specific sites alongside official platforms to provide a comprehensive view of title performance.

How do I update metrics for an existing title without starting from scratch?

To update metrics for an existing title, the Skill supports updating existing data rather than full re-collection. You provide the title name or URL, and it runs a coordinated data pull to refresh views, ratings, and subscriber numbers while tracking data changes over time.

What is the best way to batch collect title performance data from Naver Webtoon and Kakao?

The best way to batch collect title performance data from Naver Webtoon and Kakao is using the Skill's batch data gathering workflow. It applies platform-specific scrapers and error handling to map multiple titles' metrics into your titles table efficiently.

Does cross-platform title data collection work for both single titles and bulk updates?

Yes, cross-platform title data collection works for both single titles and bulk updates. The Skill implements workflows for single-title collection and batch data gathering, applying data mapping and error handling to harmonize metrics from Korean and English platforms.