Content Engine

SkillMedia

Create platform-native content systems for X, LinkedIn, TikTok, YouTube, newsletters, and repurposed multi-platform campaigns. Use when the user wants social posts, threads, scripts, content calendars, or one source asset adapted cleanly across platforms.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Content Engine skill

What this skill tells your AI

The instructions your AI receives, as published by tan-yong-sheng/ai-vision-mcp in .claude/skills/content-engine/SKILL.md and read by ahel’s review.

Turn one idea into strong, platform-native content instead of posting the same thing everywhere.

When to Activate

  • writing X posts or threads
  • drafting LinkedIn posts or launch updates
  • scripting short-form video or YouTube explainers
  • repurposing articles, podcasts, demos, or docs into social content
  • building a lightweight content plan around a launch, milestone, or theme

First Questions

Clarify:

  • source asset: what are we adapting from
  • audience: builders, investors, customers, operators, or general audience
  • platform: X, LinkedIn, TikTok, YouTube, newsletter, or multi-platform
  • goal: awareness, conversion, recruiting, authority, launch support, or engagement

Core Rules

  1. Adapt for the platform. Do not cross-post the same copy.
  2. Hooks matter more than summaries.
  3. Every post should carry one clear idea.
  4. Use specifics over slogans.
  5. Keep the ask small and clear.

Platform Guidance

X

  • open fast
  • one idea per post or per tweet in a thread
  • keep links out of the main body unless necessary
  • avoid hashtag spam

LinkedIn

  • strong first line
  • short paragraphs
  • more explicit framing around lessons, results, and takeaways

TikTok / Short Video

  • first 3 seconds must interrupt attention
  • script around visuals, not just narration
  • one demo, one claim, one CTA

YouTube

  • show the result early
  • structure by chapter
  • refresh the visual every 20-30 seconds

Newsletter

  • deliver one clear lens, not a bundle of unrelated items
  • make section titles skimmable
  • keep the opening paragraph doing real work

Repurposing Flow

Default cascade:

  1. anchor asset: article, video, demo, memo, or launch doc
  2. extract 3-7 atomic ideas
  3. write platform-native variants
  4. trim repetition across outputs
  5. align CTAs with platform intent

Deliverables

When asked for a campaign, return:

  • the core angle
  • platform-specific drafts
  • optional posting order
  • optional CTA variants
  • any missing inputs needed before publishing

Quality Gate

Before delivering:

  • each draft reads natively for its platform
  • hooks are strong and specific
  • no generic hype language
  • no duplicated copy across platforms unless requested
  • the CTA matches the content and audience

Signals

GitHub stars
78
Forks
16
Last commit
Apr 2026
Advanced
Catalog kind
skill
Gateway key
content-engine-tan-yong-sheng
Source
github.com/tan-yong-sheng/ai-vision-mcp