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Every post that gets engagement builds an audience without anyone noticing, yours, a teammate's, your CEO's. The people who like it and comment on it are telling you, in public, that they have the exact problem you solve. That is about as warm as pipeline gets, and it is sitting in plain sight on a post someone on your team already published.
The catch is what it takes to act on it: export the likers, chase the commenters, build a list, write a sequence, wire a campaign, all by hand. So most of that warm intent never gets a message, and it goes cold in a day.
This skill turns one post into a running campaign. Give Claude the URL: it reads the post, keeps its idea as the angle, and drafts the sequence around it, so the opener speaks to what people actually reacted to. That copy is yours to run in any stack, no account needed.
If you use La Growth Machine, the same prompt does the rest of the work: the likers and commenters get scraped into one audience and the draft campaign comes back filled. Then you manage the send: tighten the hook, cut what doesn't fit, and hit launch.
- Give Claude the URL: any post, yours, a teammate's, your CEO's
- Get a multichannel sequence written around the idea of the post, ready for any tool
- Connect La Growth Machine and the likers and commenters get scraped into one audience
- The draft campaign comes back filled, ready to review and launch
Turn your first post into a campaign
Give Claude the post and your objective
Paste the LinkedIn post URL and say what a reply should lead to. That is the whole brief.
What you'll get: Claude reads the post, keeps its idea as the angle, and gets ready to scrape the engagers.
Claude scrapes the engagers and writes the campaign
Claude pulls the likers and commenters into one audience in La Growth Machine, then writes the sequence from the post itself. Every message speaks to the idea people reacted to, never to their like or comment, because naming someone's engagement reads as surveillance. You get a draft campaign back, calibrated to the post and your objective.
That's the draft campaign and the audience, ready in La Growth Machine. Review it, or refine it next.
Refine it until it fits
The first draft is a starting point. Reply in plain words to change the angle, the objective or the channel mix, or rebuild the audience from the commenters alone, and Claude rewrites the sequence and hands you the updated one. No starting over.
What you'll get: the same campaign with the new angle and a shorter sequence, plus a fresh audience scraped from the commenters alone. Repeat until it reads exactly right.
Use it your way
The campaign is written. Copy the sequence into whatever tool you run, or, with the La Growth Machine MCP, the audience is already scraped and the draft campaign filled, so all that is left is to swap in your audience and launch.
- Every message is written and ready to copy
- Works with any outreach stack, no account needed
- You build the audience and wire the sending yourself
- The engagers are scraped into one audience for you
- The campaign comes back filled and in draft, nothing is ever sent
- One manual step before launch: the draft carries the audience of the campaign it was duplicated from, so detach it and attach your post audience
- Requires the La Growth Machine MCP
Go further: sharper copy with Multichannel Campaign Builder
Post to Campaign writes a solid sequence on its own. Install the Multichannel Campaign Builder skill and it goes a level deeper.
When it is present, Post to Campaign hands the copy to it, so the sequence uses the full angle, CTA and channel frameworks: three distinct angles, a CTA that never repeats, cadence rules per channel, and a self-check before the draft lands. Same post, same audience, a more precise campaign.
Pro tip: catch every new engager, automatically
A good post keeps collecting likes and comments for days. Keep a post_campaigns.md file, one line per post with the audience and campaign it feeds. Then run it on a routine: every morning Claude reads the file, pulls the new likers and commenters from each post, and adds them to the right audience. Claude checks the post daily and adds only the new engagers, so the audience stays current without you re-running the workflow by hand.
- post: https://www.linkedin.com/posts/…
audience: Founder post, engagers
campaign: Post engagers, book demos
status: live
- post: https://www.linkedin.com/posts/…
audience: Launch post, engagers
campaign: Launch engagers, free trial
status: live
Needs the LGM MCP connected. Pair it with a daily routine and each post keeps feeding its campaign.
Prompts to try on your posts
Copy one, paste your post URL, and send it to Claude. In plain English, French, any language.
One post, no engager left behind
- →Swap the objective: demos, free trial, webinar or a resource, right in your sentence
- →Pick the channel: multichannel by default, or LinkedIn only, your call
- →Stay current: track your posts in
post_campaigns.mdso the MCP catches new engagers before they go cold
Turn your next post into pipeline
Get the skill and run it on your last post. It takes one URL.
Get the skill