An open-source end-to-end growth tool that understands the product, connects to information sources, researches the market, executes growth actions, and improves itself based on real data.
Growth Lab is an open-source growth system that uses coding agents to understand a product, research markets, execute growth activities, and learn from the results. It is designed for teams that want to manage growth work across channels such as SEO and Xiaohongshu through natural-language collaboration, persistent product context, and recorded outcomes. Catalogue add-ons define parts of its product models, research methods, execution workflows, and agent operation.
This repository also configures its own agents. See what growth-lab tells them →
Skill Codex
Collect Bilibili video and creator evidence with MediaCrawler through search, exact BV detail, comments, dynamics, contacts, and optional media. Use for topic, format, title, creator, or audience research with explicit time-range and quality controls.
Skill Codex
Collect Douyin competitive evidence with MediaCrawler using keyword search, exact video detail, comments, media, and creator profiles. Use for trend, hook, format, audience-language, or creator research that needs reproducible raw evidence and a documented selection method.
Skill Codex
Collect Kuaishou competitive evidence with MediaCrawler using keyword search, exact video detail, comments, media, and creator profiles. Use for trend, format, audience-language, or creator research requiring reproducible source records and explicit collection limits.
Skill Codex
Collect Baidu Tieba thread and user evidence with MediaCrawler using keyword or bar discovery, exact thread detail, replies, and creator pages. Use for community pain-point, vocabulary, objection, topic, or user research with thread-context preservation.
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Collect Weibo posts and creator evidence with MediaCrawler using search, exact post IDs, comments, optional media, and creator IDs. Use for discourse, trend, messaging, audience-language, or account research requiring preserved provenance and risk-aware detail enrichment.
Skill Codex
Collect Zhihu answers, articles, videos, comments, and creator evidence with MediaCrawler through search and exact URLs. Use for expert discourse, problem framing, objections, terminology, topic, or creator research where content type and question context must remain explicit.
Skill Codex
Install, authenticate, configure, operate, and troubleshoot the external MediaCrawler client shared by Douyin, Kuaishou, Bilibili, Weibo, Tieba, and Zhihu collectors. Xiaohongshu uses the separate browser-first xiaohongshu-mcp Collector. Use when auditing this client, onboarding a supported platform account, selecting…
Skill Codex
A research workflow for gradually learning what a product is, based on code, documentation, real pages, data, and user statements. It records confirmed facts separately from interpretations, assumptions, and unknowns.
Skill Codex needs its repo
A Chinese-language process for researching SEO opportunities, where SEO means improving pages so they can appear in search results. It studies user needs, keyword demand, search-result pages, and competing pages using Bing data.
Skill Codex
A browser-based, read-only process for researching posts on Xiaohongshu, a Chinese social platform for user-created lifestyle and product content. It can collect search results, candidate cover images, selected post details, and sanitized evidence.
Skill Codex
A Chinese-language workflow for creating and implementing search-focused pages in an existing product repository. SEO means improving a page so it can be found and understood through search engines.
Skill Codex
Generate, edit, or batch-create SEO, marketing, social, and document images with Gemini or OpenAI through the repository-owned Growth Lab image client. Use when a page or content loop needs illustrations, diagrams, covers, reference-image edits, multiple candidates, or verified image text and composition. This is the…
Skill Codex
A Chinese-language review process for checking and revising search-engine-optimized pages. SEO means improving a page so it matches what people search for and can be understood by search engines.
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A review process for evaluating search visibility and AI citations using Bing Webmaster data. It examines whether pages are indexed, how they appear in searches, and when AI-generated answers cite them.
Skill Codex
Capture authenticated product screenshots through the repository-owned Playwright CDP script and archive them in the invoking loop's Memory. Use when content needs truthful UI evidence, reusable product screenshots, a selected component, or a full-page browser capture. Requires only user-installed uv and Chrome…
Skill Codex
A production guide for turning approved Xiaohongshu drafts into reviewable image cards. Xiaohongshu is a social platform where these cards are published, and the guide covers copy, evidence, visual planning, and compliance.
Skill Claude CodeCodex
A setup guide for Growth Lab, a system that combines several capabilities and external tools. It checks required keys, command-line tools, browsers, and sign-ins.
Skill Codex
Run an SEO page observation-action-review loop with persistent Memory by coordinating demand research, page creation, adversarial review, image generation, IndexNow submission, and performance review. Use when taking an SEO page from opportunity discovery through publication, measurement, iteration, or continuing a…
Skill Codex
A Xiaohongshu content workflow for researching ideas, adapting the structure of popular posts, adding verified product information, creating images, checking compliance, and reviewing results after publishing. Xiaohongshu is a social platform where people share lifestyle and product content.
Skill Codex needs its repo
A writing workflow for producing long articles for WeChat Official Accounts, a Chinese article-publishing platform. It prepares the topic and outline, creates the article files and metadata, and performs content and compliance checks, but does not publish the article.
Skill Codex
A tool for turning a prepared article into WeChat-formatted HTML, previewing it, uploading its images, and creating or publishing a WeChat Official Account draft through the official API. The API is the standard interface programs use to communicate with a service.
Skill Codex
A workflow for creating, checking, publishing, and reviewing long articles for WeChat Official Accounts, a Chinese platform for publishing articles to subscribers. It covers topic selection, drafting, previewing, compliance checks, draft syncing, controlled release, and performance review.
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: