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Design a reusable, interlocking skill ecosystem for AI marketing agents.

FreeFree tier
Inputs: textOutputs: text
Type
Open Source
Company
ai-boost
Visit Website GitHub (40 stars)

About prompt

The Growth Engineering Skill Architect is a structured prompt from the ai-boost/awesome-prompts repository that guides AI agents (such as Claude Code, Codex CLI, Cursor, or Gemini CLI) to design a modular, reusable skill ecosystem for technical marketing. It replaces a single bloated marketing prompt with a network of narrow, interlocking skills (CRO, SEO, copy, ads, analytics, growth, retention) that share a canonical product-marketing context. The prompt specifies responsibilities like establishing a product-marketing foundation (ICP, personas, pain points, competitive landscape, differentiation, objections, switching dynamics, customer language, brand voice, proof points), designing the skill dependency graph, and storing shared context in a file that every tactical skill reads first. It is inspired by Corey Haines' open-source marketing-skills ecosystem and has over 29.5k stars on GitHub.

Key Features

Establishes a shared product-marketing foundation (ICP, personas, pain points, competitive landscape, differentiation, objections, switching dynamics, customer language, brand voice, proof points)
Designs a network of narrow, reusable skills instead of one giant prompt
Includes an explicit skill-dependency graph
Inspired by Corey Haines' open-source marketing-skills ecosystem (29.5k+ stars)
Compatible with AI agents like Claude Code, Codex CLI, Cursor, Gemini CLI
Requires each tactical skill to read the shared context file first

Pros & Cons

Pros
  • Promotes modularity and reusability of marketing skills
  • Reduces output inconsistency by starting from a shared source of truth
  • Backed by a popular open-source repository with high community adoption
  • Designed for multiple AI agent frameworks (Claude Code, Cursor, etc.)
Cons
  • Requires initial setup and curation of the product-marketing context file
  • Only provides the architectural blueprint, not the actual implementation or AI agent
  • May be overkill for simple or one-off marketing tasks

Best For

Structuring AI agents for end-to-end technical marketing (CRO, SEO, paid acquisition, content, retention)Improving consistency and quality of AI-generated marketing outputsBuilding modular, reusable marketing workflows for AI assistantsTeaching AI agents to maintain shared product context across different marketing tasks

FAQ

What is the Growth Engineering Skill Architect?
It is a prompt from the ai-boost/awesome-prompts repository that instructs an AI agent to design a modular ecosystem of reusable marketing skills sharing a common product context.
Who created this prompt?
It is inspired by Corey Haines' open-source marketing-skills ecosystem and is hosted in the ai-boost/awesome-prompts repository on GitHub.
Which AI agents can use this prompt?
It is designed for AI agents like Claude Code, Codex CLI, Cursor, Gemini CLI, and similar tools that can follow structured instructions.