LIGERAAIAll skills ↗
Produces researched short-form concepts, scripts, variants and measurable learning loops.
Content marketing · v3.2.0

Shorts Demand Engine

A measurable short-form campaign with researched concepts, scripts, variants and learning loops.

Problem this skill solves

Short-form campaigns fail when teams copy trends, publish disconnected ideas and optimize views without learning whether content creates qualified demand.

Best moment to use it: Use it for product, book or expert campaigns that need a repeatable short-form system instead of isolated posts.

How it works

What the agent actually does

  1. 01

    Research

    Studies the buyer problem, platform patterns, competing messages, proof and campaign constraints.

  2. 02

    Create

    Produces distinct concepts, hooks, scripts, storyboards, variants and factual claim controls.

  3. 03

    Learn

    Connects each post to CTA, experiment hypothesis, performance evidence and the next decision.

What you receive

Concrete, reviewable outputs

  • Researched campaign concepts
  • Scripts, storyboards and variants
  • Claim and CTA manifest
  • Measurement and iteration loop
Example in practice

A launch becomes six distinct short concepts tied to one landing page, with hook variants and a clear rule for what to repeat after results arrive.

What it does not do

It does not copy creators, invent claims, guarantee virality, publish content or spend campaign budget without authorization.

Buyer

Creators, agencies and product-launch teams

Business result

A measurable short-form campaign with researched concepts, scripts, variants and learning loops.

Release stage

Catalog release

Stripe Checkout remains disabled until payment, webhook and fulfillment configuration are verified. Final scope and delivery are confirmed before activation.

Purchase path

Checkout-ready

Pricing

$89 USD

Individual license · or $24/month with updates.

Compatibility

Agent Skills-compatible workspaces · ChatGPT · Codex · OpenAI API workflows

Trust record

Version 3.2.0

Last catalog verification: 2026-08-30. Evidence-first workflow with explicit human approval boundaries.

Commercial terms

Clear license.
Human accountability.

Individual commercial-use license; redistribution and resale require a separate agreement.

Ask about team or enterprise licensing ↗