content-engine

Repurpose source assets into platform-native social content drafts.

415|44|Updated Mar 18, 2026
One-click install
npx skills add https://github.com/notque/vexjoy-agent --skill content-engine-notque
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: content-engine
Source: https://github.com/notque/vexjoy-agent/tree/main/skills/content/content-engine
Command: npx skills add https://github.com/notque/vexjoy-agent --skill content-engine-notque

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

The Content Engine skill prevents “repurposed copy” by transforming a single source asset into genuinely platform-native social drafts that match each platform’s register, structure, and hook expectations.

Core Features & Use Cases

  • Phase-gated repurposing workflow: gathers required context first, extracts 3–7 atomic ideas, drafts per platform, then runs mechanical quality gates before delivery.
  • Atomic-idea extraction: converts the source (article, demo, doc, or transcript) into standalone one-sentence ideas ranked for relevance.
  • Platform-native drafting: writes each platform draft from scratch (no trimming/synonym swaps) for X, LinkedIn, TikTok, YouTube, and newsletters, then hands off posting-ready drafts.
  • Video transcript support: when the source is a video URL, extracts a transcript first via an external script before drafting.

Quick Start

Use the content-engine skill to repurpose this article into platform-native drafts for X and LinkedIn, producing a postable draft for each platform while running the delivery quality checks.

Frequently Asked Questions about content-engine

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

FAQPage Schema
How do I repurpose content into platform-native social media drafts?

Platform-native drafting writes each social post from scratch rather than trimming or swapping synonyms. This approach matches the specific register, structure, and hook expectations of platforms like X, LinkedIn, TikTok, and YouTube.

Can I turn a video transcript into posts for X and LinkedIn?

Yes, when processing a video URL, an external script extracts the transcript first. The content adaptation pipeline then converts that transcript into standalone ideas and drafts them for your target platforms like X and LinkedIn.

What is the best way to adapt an article into TikTok and YouTube posts?

The best way to adapt an article is using a phase-gated repurposing workflow that extracts 3-7 atomic ideas, drafts platform-native content for TikTok and YouTube, and runs mechanical quality gates before handing off posting-ready drafts.

Does cross-platform content adaptation require manual editing to match platform hooks?

No, the pipeline extracts atomic standalone ideas and writes each draft from scratch to match platform-specific hook expectations. Automated quality gates verify these drafts before delivery, minimizing manual editing.

What sources work with automated content repurposing for newsletters?

Automated content repurposing accepts articles, demos, docs, insights, and transcripts as source assets. The pipeline gathers this context, extracts atomic ideas, and drafts newsletter content from scratch before running delivery checks.