app-growth-pipeline

Automate short-form video creation by orchestrating end-to-end workflows that generate briefs, hooks, videos, and schedules across TikTok, Reels, and Shorts. The pipeline uses a two-track framework to validate content before scaling production.

A two-track decision framework separates content marketing pipelines into a validation track for volume testing and a scale track for proven content. This mechanism minimizes wasted spend by applying guardrails before maximizing production.

Separate portable skill logic from per-app growth data by storing the skill logic in the skill root while each repository maintains its own .growth folder. This uses YAML frontmatter to keep multi-app workflows scalable.

You need external tools and environment keys to schedule social media content. The pipeline integrates with external platforms via scripts and environment keys to automate posting and track performance metrics.

You can bulk generate hooks for multiple apps simultaneously. The pipeline scaffolds growth workflows for new apps and orchestrates hook generation on a per-app basis using isolated .growth data folders.