tsingyuai/growth-lab

Health v2 · maintenance only

Flags: no_releases young

Adoption not part of the score

1861 stars · 169 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

Growth Lab is an open-source, end-to-end AI growth system that runs product marketing and user-acquisition loops through natural-language conversations with coding agents like Claude Code and Codex. It organizes skills, external clients (browser, APIs, content platforms), and persistent file-based memory into observe-act-review loops covering channels such as SEO page growth and Xiaohongshu content research, creation, and publishing.

Use cases

• run an end-to-end growth loop for my product from my code repo
• research high-performing Xiaohongshu content and generate posts with images
• automate SEO page creation and track impressions and clicks
• review past campaign results and decide the next growth action
• audit which API keys and clients my growth setup is missing
• collect market evidence and turn it into content strategy
• keep product context and growth memory across AI sessions

When to choose

• you want a self-improving marketing/growth loop driven by Claude Code or Codex
• you need SEO or Xiaohongshu content workflows with persistent memory and result review
• you prefer open-source tooling where all data and artifacts stay in your own workspace
• you want to drive marketing execution entirely through natural language

When to avoid

• you need a polished hosted dashboard or no-code marketing suite
• your channels are not SEO or Xiaohongshu and you cannot build custom skills
• you require fully autonomous unattended operation rather than conversational collaboration
• you cannot provide local credentials for browser clients or image-generation APIs

Facets

framework · maturity active

agent-framework workflow-automation web-scraping nlp llm-inference prompt-engineering mcp analytics large-language-models developer-tools analytics crawlers python cli cross-platform growth-hacking marketing-automation claude-code codex agentic-marketing seo-automation xiaohongshu skills self-improving-loop open-source seo ai-agents automation marketing docker

Member repositories

For agents

markdown · JSON · MCP: product_card(name="tsingyuai/growth-lab")