creative-lab

Generate structured ad creative test matrices from marketing hypotheses.

Updated Jul 29, 2026
One-click install
npx skills add https://github.com/akvinayaktiwari/mstack --skill creative-lab
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: creative-lab
Source: https://github.com/akvinayaktiwari/mstack/tree/main/creative-lab
Command: npx skills add https://github.com/akvinayaktiwari/mstack --skill creative-lab

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires jq.

What problem does it solve?

This skill solves the problem of inefficient, unscientific ad creative production by replacing random ad variants with a structured, hypothesis-driven testing matrix.

Core Features & Use Cases

  • Structured Testing: Organizes creative production into a matrix of hooks, angles, and formats to ensure every ad serves a specific learning goal.
  • Compliance Guardrails: Enforces strict statutory and platform-specific compliance checks, such as RERA registration for real estate, before any production occurs.
  • Use Case: If you need to test whether a new hook outperforms your current winner, this skill guides you through auditing existing assets, proposing concepts, and rendering only the necessary stills and videos to validate your hypothesis.

Quick Start

Ask the creative lab to build a testing matrix for the current campaign using the existing brand assets.

Frequently Asked Questions about creative-lab

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

FAQPage Schema
How do I build a structured ad creative testing matrix for performance marketing?

Build a structured ad creative testing matrix by coordinating copy, static visuals, and video scripts around defined marketing hypotheses. This ensures every ad variant serves a specific learning goal rather than relying on random creative iterations.

What is hypothesis-driven A/B testing for ad creative production?

Hypothesis-driven A/B testing for ad creative organizes production into a matrix of hooks, angles, and formats. This approach replaces unscientific random ad variants with controlled variable testing to validate specific performance marketing assumptions.

How do I enforce platform-specific compliance checks before producing ad creatives?

Enforce platform-specific compliance checks by applying statutory guardrails, such as RERA registration for real estate, before any creative production occurs. This ensures all generated ad assets meet regulatory requirements safely.

Can I use this creative testing workflow for budget-aligned ad production?

Yes, you can use this workflow for budget-aligned ad production. The system renders only the necessary stills and video scripts to validate your hypothesis, preventing wasted spend on irrelevant creative assets.

Do I need jq installed to generate ad creative test matrices?

Yes, you need jq installed as a dependency to generate ad creative test matrices. This prerequisite supports the underlying data processing required to coordinate your marketing hypotheses with the creative assets.

What is the best way to iterate ad creatives without risking uncontrolled account changes?

The best way to iterate ad creatives safely is using a human-in-the-loop ad account management process. This approach applies asset-based creative iteration with controlled variable testing to prevent uncontrolled account changes.