Most people use AI the same way: open a chat, type a prompt, hope for the best. Sometimes it works. Often it doesn't, because the AI has no idea how your business operates, what tools you use, or what good output looks like for your team.
Agent skills change that. They're a simple, open format for giving AI agents the specific knowledge they need to do a job well. And they're about to reshape how marketing teams, designers, and agencies work with AI.
AI coding agents are good at writing code. They're not so good at writing code for platforms they don't know much about. If you've ever asked Claude Code or Cursor to build a Webflow Designer Extension and received a hallucinated API that doesn't exist, you know what I mean.
You can pull content from any website and load it straight into your Memberstack data tables using two CLI tools: Firecrawl for scraping and Memberstack CLI for the import. No backend code needed. If you're using an AI agent like Claude Code or Codex, you can hand it this guide and it will run the whole workflow for you.
This guide walks through each step, from installation to a working import, with real commands you can copy and run. All three walkthroughs (scrape a single page, crawl a full site, and search the web) follow the same pattern: pull the data, shape it, import it.
Build Skill is a CLI that scaffolds AI agent skill repositories in seconds. One command — npx build-skill — gives you a fully spec-compliant repo with the right folder structure, SKILL.md templates, marketplace config, GitHub Actions for validation and syncing, and helper scripts to add new skills as you grow. Interactive or quiet mode for CI pipelines
Agent skills change that. They're a simple, open format for giving AI agents the specific knowledge they need to do a job well. And they're about to reshape how marketing teams, designers, and agencies work with AI.