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iterate

Automate DTC Facebook ad creative generation from client briefs through a multi-agent pipeline.

2|Updated Apr 5, 2026
Search Tags:#automation#copywriting#D2C#image-generation#iterate#ad-creative
One-click install
npx skills add https://github.com/rooster-sanchez/iterator-template --skill iterate-rooster-sanchez
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: iterate
Source: https://github.com/rooster-sanchez/iterator-template/tree/main/.claude/skills/iterate
Command: npx skills add https://github.com/rooster-sanchez/iterator-template --skill iterate-rooster-sanchez

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The Iterator automates the end-to-end creation of DTC Facebook ad campaigns by converting client briefs into strategy, copy, scoring, and image generation within a single pipeline.

Core Features & Use Cases

  • Strategy, copywriting, scoring panel, art direction, and image generation are orchestrated as a unified workflow.
  • Supports batch creation, dry-run, approvals, and remediation loops to ensure quality and consistency across concepts.
  • Use cases include onboarding a new client, generating multiple ad concepts, and exporting Meta-ready assets with annotations.

Quick Start

Run /iterate with a client name and optional product focus, constraints, and batch size to generate a complete ad concept batch.

Frequently Asked Questions about iterate

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

FAQPage Schema
How do I automate D2C Facebook ad creative generation from a client brief?▼

You can automate D2C Facebook ad creative by routing client briefs through a multi-agent pipeline that handles strategy dispatch, copywriting, scoring, and image generation across multiple concepts.

What is the end-to-end workflow for generating DTC ad concepts?▼

The end-to-end workflow for DTC ad concepts involves parsing intake briefs, dispatching strategy, generating copy, scoring outputs, and performing image QA with remediation loops to ensure quality.

Can I generate multiple ad concepts in a single batch?▼

Yes, you can generate multiple ad concepts in a single batch by specifying a batch size, which outputs versioned per-concept artifacts ready for Meta campaigns.

Does the pipeline include quality validation for ad copy and images?▼

The pipeline includes quality validation by applying scoring panels and image QA remediation loops to ensure generated ad creative meets consistency and quality standards.

What is the best way to export Meta-ready assets for DTC campaigns?▼

The best way to export Meta-ready assets is to run the automated pipeline with your client name and constraints, which assembles annotated ad creative artifacts for direct deployment.

Can I run a dry-run before generating the final ad creative batch?▼

Yes, you can run a dry-run and utilize approval loops to review and validate strategy, copy, and image generation before outputting the final per-concept artifacts.

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