One finds the ideas, one writes the scripts, one builds the carousels, one mines my comments, one explains my numbers. They feed each other, and they get smarter every week. Every full prompt is on this page.
Here’s the honest part most "AI content system" posts skip. Three of these skills need LIVE data. Skip the plumbing and you get a trend scout that makes things up and an analyst you have to hand-feed numbers to.
Two need zero setup. The Script Writer and the Carousel Builder run on what you hand them. Make each one its own Claude Project (click Projects, then New project, and paste the prompt into the project instructions) and you’re done.
Three pull live data. The Trend Scout reads what your industry published this week, the Comment Miner reads your comments, and the Performance Analyst reads your real metrics over time. Here’s how to wire them.
01
Connect Apify (powers the Scout and the Miner)
Apify is a scraping platform. Its free plan gives you $5 of usage a month with no credit card.
https://mcp.apify.com and click Connect. You sign in to Apify once and approve access.claude mcp add --transport http apify https://mcp.apify.com.Claude then picks and runs the right scrapers itself. The Scout uses Website Content Crawler for newsletters and an X scraper for industry voices. The Miner uses the Instagram Comment Scraper and TikTok Comments Scraper. Instagram comments run from $1.90 per 1,000 ($2.60 on the free plan), so check each scraper’s pricing tab before a big run. (Apify’s connector docs)
02
Build a Performance Sheet (powers the Analyst)
Your numbers need to live somewhere the analyst can study across months. Make a Google Sheet with one row per post. Give it columns for the date, hook, format and topic, followed by the metrics. Then fill it automatically.
Then connect Google Drive to Claude (same Connectors page) so the analyst can read the Sheet every run. Start with the easy way. Public metrics plus the hooks and topics you log are plenty to find your real patterns.
03
Put them on a schedule
If your Claude no longer asks you to pick between Chat and Cowork, you have the new unified Claude. Ask it to run a skill on a schedule ("every Monday at 6am, run my Trend Scout") and it runs in the cloud, even with your computer off. (Anthropic’s help page)
Still on the older layout? Use a scheduled task in Cowork, or /schedule in Claude Code. No schedule at all is fine too. You get the same brief, you just press go.
It watches your INDUSTRY, not your rivals. Each run it pulls the newsletters, news sources and X voices that set the agenda in your space, then hands you 5 ranked video ideas tied to what it found, with a 48-hour flag when something is breaking.
Use it: Needs Apify. The real work is the source list, so spend 20 minutes pasting in the best newsletters, news sites and X voices in your industry. Run it Monday mornings. Tell it which ideas you used, and its rankings start matching your taste.
Trained on your best-performing scripts, so it writes the way you talk. Every script comes with 5 text hooks, 5 verbal openers, its pick for each and production notes.
Use it: Make a Project called Scripts and paste in your 3 best scripts in FULL. That’s the difference between AI slop and something that sounds like you. When a script feels off, say why in one line so it can fix it.
Turns any idea or script into a full carousel in your format, with 3 cover options to pick from. It also writes the caption and designer notes, including which slide is THE screenshot slide.
Use it: Make a Project called Carousels and paste in your 2 best carousels. A video script you already filmed is the best input, because one piece of work becomes two posts.
Pulls every comment on the posts you point it at and finds the gold. You get a question leaderboard, ready-made content ideas, objections worth answering and quotes worth sharing. Your comment section is a list of requests from your exact audience.
Use it: Needs Apify. Point it at your last 10 posts and run it before the Trend Scout each week, because what your audience literally asked for outranks any trend. No Apify yet? Paste comment screenshots. It’s fine for a handful and painful for hundreds.
Reads your real metrics from the Performance Sheet and tells you WHY things work across your whole history. It keeps a ranked pattern file of what drives your saves and follows, and ends each run with an order for each of the other four skills.
Use it: Needs the Performance Sheet and the Google Drive connector. Run "analyze" weekly. Because it studies every post at once, by post 30 it knows your hooks better than you do. Pass its orders to the other skills and the five become one system.